Job Title,Industry,Job Status,AI Impact Level,Median Salary (USD),Required Education,Experience Required (Years),Job Openings (2024),Projected Openings (2030),Remote Work Ratio (%),Automation Risk (%),Location,Gender Diversity (%)
Investment analyst,IT,Increasing,Moderate,42109.76,Master’s Degree,5,1515,6342,55.96,28.28,UK,44.63
"Journalist, newspaper",Manufacturing,Increasing,Moderate,132298.57,Master’s Degree,15,1243,6205,16.81,89.71,USA,66.39
Financial planner,Finance,Increasing,Low,143279.19,Bachelor’s Degree,4,3338,1154,91.82,72.97,Canada,41.13
Legal secretary,Healthcare,Increasing,High,97576.13,Associate Degree,15,7173,4060,1.89,99.94,Australia,65.76
Aeronautical engineer,IT,Increasing,Low,60956.63,Master’s Degree,13,5944,7396,53.76,37.65,Germany,72.57
Legal secretary,Education,Decreasing,Low,39123.32,Master’s Degree,20,6985,7832,77.5,28.99,USA,46.91
"Surveyor, insurance",Manufacturing,Decreasing,High,147150.03,High School,7,9738,4360,30.51,7.08,UK,20.14
Dentist,Entertainment,Decreasing,High,64245.48,Associate Degree,0,1393,8206,9.74,2.49,Canada,59.27
Emergency planning/management officer,Education,Increasing,High,72488.15,High School,12,7729,4452,38.77,99.56,Australia,60.56
Visual merchandiser,Manufacturing,Decreasing,Moderate,95840.3,Associate Degree,16,1127,2375,4.29,69.03,China,48.19
Emergency planning/management officer,Manufacturing,Increasing,Moderate,97133.62,Bachelor’s Degree,17,4627,1684,89.49,43.94,China,34.83
Housing manager/officer,Entertainment,Decreasing,High,114672.3,High School,12,2800,7964,94.02,20.19,UK,31.9
"Geologist, wellsite",Entertainment,Increasing,Moderate,116427.68,PhD,7,1852,3700,32.89,5.54,Australia,56.02
"Runner, broadcasting/film/video",Healthcare,Decreasing,Moderate,43059.04,PhD,2,1824,7625,55.6,13.12,Australia,27.5
Press photographer,Entertainment,Decreasing,Moderate,137894.14,Master’s Degree,3,8312,9700,59.95,95.76,India,56.06
"Biochemist, clinical",Entertainment,Increasing,Moderate,67908.84,Master’s Degree,2,1872,5314,93.9,3.19,China,74.67
Town planner,Retail,Decreasing,High,107318.63,Associate Degree,11,7251,1090,15.25,55.15,UK,23.99
"Engineer, civil (consulting)",Healthcare,Decreasing,Moderate,101322.09,Associate Degree,17,1044,8832,12.92,64.18,India,56.12
Audiological scientist,Transportation,Increasing,Low,109546.76,Master’s Degree,8,5379,8913,82.13,80.62,UK,38.87
"Clinical scientist, histocompatibility and immunogenetics",Manufacturing,Decreasing,High,142660.31,Master’s Degree,2,2377,7307,4.29,16.88,India,56.57
Music therapist,Education,Increasing,High,122569.29,High School,4,2661,5588,88.17,26.8,India,34.19
Advertising copywriter,Retail,Decreasing,High,122668.89,Bachelor’s Degree,14,7291,7469,65.94,7.14,Brazil,74.45
Commercial horticulturist,Education,Decreasing,Low,60874.45,Associate Degree,14,5892,369,43.78,95.96,UK,56.8
Secondary school teacher,Finance,Increasing,Moderate,49705.11,PhD,4,5398,3531,20.77,60.11,Germany,49.88
"Production assistant, radio",Healthcare,Increasing,Low,59923.23,High School,1,8039,3829,55.19,48.57,China,78.99
Armed forces technical officer,Retail,Increasing,Moderate,52060.54,PhD,13,8317,9078,84.29,29.58,India,53.79
Youth worker,Retail,Decreasing,Moderate,110077.96,Master’s Degree,18,4286,8248,24.27,20.75,USA,67.62
Special effects artist,Education,Decreasing,Moderate,102393.43,PhD,0,348,5612,86.55,18.51,India,48.47
Ceramics designer,Transportation,Increasing,High,73318.63,Associate Degree,11,1473,8555,41.11,57.59,Brazil,32.69
Animal technologist,Transportation,Decreasing,Moderate,72953.11,Master’s Degree,3,1464,6938,54.24,1.9,Canada,44.82
Firefighter,IT,Increasing,Low,34082.78,High School,4,2163,6734,87.31,90.32,Canada,48.98
Charity fundraiser,Education,Increasing,High,41523.13,Bachelor’s Degree,2,7568,9624,23.23,63.1,India,38.94
Housing manager/officer,Education,Decreasing,Moderate,92165.61,PhD,17,2582,5018,18.15,66.91,USA,34.93
Jewellery designer,Retail,Increasing,High,62229.93,High School,15,3369,3297,87.85,21.83,Canada,43.89
Ecologist,IT,Decreasing,Moderate,106122.32,Associate Degree,17,5407,4631,43.99,4.91,India,42.53
Operations geologist,Entertainment,Increasing,High,142549.39,High School,5,7635,3586,8.59,70.67,USA,26.25
Patent attorney,Entertainment,Increasing,Low,76323.91,Associate Degree,18,1334,2198,12.72,21.4,China,32.51
Media buyer,Transportation,Decreasing,Low,79665.42,PhD,20,1527,5198,76.29,41.06,China,69.95
Town planner,Entertainment,Increasing,Moderate,41105.21,Master’s Degree,14,8467,4447,36.16,67.4,China,26.15
Tour manager,Finance,Increasing,High,121435.0,Associate Degree,5,6840,6963,1.36,93.49,UK,26.05
Higher education careers adviser,Finance,Increasing,Low,124663.97,Master’s Degree,9,7445,9354,53.86,35.94,UK,75.44
Fitness centre manager,Transportation,Increasing,Moderate,41067.95,Bachelor’s Degree,20,3104,7299,98.89,59.01,UK,69.5
Immunologist,IT,Decreasing,Low,148115.7,PhD,2,7341,8522,33.47,71.87,India,20.75
Contracting civil engineer,Finance,Increasing,High,38486.99,PhD,12,9860,1304,17.25,72.21,Canada,55.07
Surgeon,Healthcare,Increasing,High,35799.45,PhD,2,6281,447,55.15,87.52,Brazil,37.04
Environmental consultant,Transportation,Decreasing,Low,54495.6,Associate Degree,20,1830,3231,11.48,48.54,India,39.11
"Engineer, electrical",Manufacturing,Increasing,Low,65875.53,PhD,3,7659,7989,31.94,31.73,Brazil,58.24
"Surveyor, commercial/residential",IT,Decreasing,Low,60038.64,Bachelor’s Degree,0,3922,327,52.4,88.22,India,26.59
Customer service manager,Finance,Increasing,Low,50955.44,Bachelor’s Degree,20,2523,2066,74.75,76.44,Australia,79.71
Microbiologist,Entertainment,Decreasing,Moderate,113064.81,Bachelor’s Degree,6,5766,1439,77.68,47.32,Germany,30.38
Secretary/administrator,Retail,Increasing,Low,97806.7,Master’s Degree,4,1437,272,24.61,60.71,USA,28.52
Armed forces operational officer,Finance,Increasing,Moderate,102858.12,High School,20,2105,7045,42.29,10.19,USA,20.25
"Therapist, horticultural",Healthcare,Decreasing,Moderate,82449.59,PhD,11,8459,4383,19.56,46.59,Australia,30.99
Architect,Healthcare,Increasing,Low,147313.07,Bachelor’s Degree,16,7292,2487,0.79,61.68,Germany,26.25
"Engineer, structural",Education,Increasing,High,77792.33,Bachelor’s Degree,7,7836,6700,71.9,36.73,Australia,63.61
Trade union research officer,IT,Decreasing,High,82029.69,Master’s Degree,8,3144,3121,55.22,98.23,Brazil,60.82
Radio producer,Finance,Increasing,Moderate,105560.54,Master’s Degree,20,7406,3389,68.35,19.84,Brazil,48.26
Primary school teacher,Manufacturing,Decreasing,High,137071.8,High School,0,1171,8644,74.87,52.54,India,60.76
Site engineer,Finance,Increasing,Moderate,50632.02,Master’s Degree,1,1868,6591,85.62,30.27,Australia,26.77
Tour manager,Retail,Decreasing,Low,80521.07,Bachelor’s Degree,6,3142,507,79.18,8.83,USA,74.74
Electrical engineer,Manufacturing,Increasing,Moderate,88804.87,Bachelor’s Degree,2,5614,3475,66.17,5.43,Germany,53.48
Armed forces logistics/support/administrative officer,Retail,Decreasing,Low,113965.96,Associate Degree,11,2103,3229,38.63,48.58,Germany,53.01
"Programmer, systems",Finance,Increasing,Low,131852.51,High School,9,1876,5623,20.29,7.3,UK,22.67
Archivist,Finance,Decreasing,High,33072.25,Master’s Degree,7,2569,1514,83.28,83.87,Germany,52.41
Tourist information centre manager,Retail,Increasing,High,46195.73,Associate Degree,8,7005,8436,8.68,89.63,Brazil,77.46
Occupational therapist,Manufacturing,Increasing,Moderate,82210.61,PhD,20,7442,8558,47.66,20.84,Brazil,57.67
General practice doctor,Transportation,Increasing,High,94118.58,PhD,0,4069,5391,99.88,21.59,USA,37.47
Air cabin crew,Retail,Decreasing,Low,96498.83,Master’s Degree,10,815,1655,50.9,46.38,USA,74.62
"Therapist, art",Retail,Decreasing,Moderate,74424.16,PhD,5,622,2406,47.96,53.24,USA,53.94
"Lighting technician, broadcasting/film/video",Education,Decreasing,High,76301.45,Bachelor’s Degree,5,9510,9086,86.47,57.29,China,43.21
Herbalist,Manufacturing,Increasing,High,106276.67,Master’s Degree,11,813,2546,95.92,50.01,India,64.31
Technical brewer,Education,Decreasing,Moderate,114843.48,PhD,12,9965,2903,91.98,43.49,Brazil,46.01
Water engineer,Entertainment,Decreasing,Moderate,33122.25,Bachelor’s Degree,4,187,8383,21.9,8.62,USA,28.55
Animal technologist,Finance,Decreasing,Moderate,112646.79,Associate Degree,7,2976,8835,34.51,94.79,USA,27.37
Clothing/textile technologist,Finance,Decreasing,Moderate,128177.18,Master’s Degree,12,7678,5185,22.6,54.03,Brazil,33.84
Site engineer,Education,Decreasing,High,87311.09,Master’s Degree,17,4517,3138,15.96,86.18,Australia,51.11
Cabin crew,Retail,Decreasing,High,93530.19,Associate Degree,15,4742,4747,92.46,19.9,UK,53.04
Estate manager/land agent,Retail,Increasing,Moderate,41380.56,PhD,5,701,3748,72.19,22.63,Germany,47.46
Database administrator,Entertainment,Decreasing,High,61072.12,Bachelor’s Degree,17,5028,7954,13.43,23.69,Brazil,59.66
"Teacher, music",Manufacturing,Decreasing,High,147474.55,PhD,17,3722,8025,95.69,54.06,Canada,66.61
Clinical embryologist,IT,Increasing,Moderate,99763.19,Associate Degree,16,6683,3285,74.98,71.29,Australia,37.61
Photographer,Retail,Increasing,Moderate,39219.27,Bachelor’s Degree,19,3161,1466,89.91,91.28,Brazil,43.23
Consulting civil engineer,Transportation,Increasing,Low,47345.9,High School,15,5603,6775,71.4,85.49,China,76.68
"Designer, multimedia",Finance,Increasing,Low,36480.96,PhD,1,3400,2048,42.57,23.04,China,62.43
Architectural technologist,Education,Increasing,High,112692.04,High School,16,2870,9159,51.62,50.77,China,20.36
Acupuncturist,Retail,Decreasing,Low,53447.29,Bachelor’s Degree,17,7125,470,85.94,78.62,Brazil,67.13
"Engineer, technical sales",Manufacturing,Increasing,Low,66531.98,Bachelor’s Degree,20,6137,8584,80.82,20.06,China,60.05
"Engineer, mining",Healthcare,Decreasing,Low,115731.01,PhD,12,6625,5265,96.13,78.58,China,22.78
"Investment banker, operational",Education,Increasing,High,48522.58,PhD,2,3494,1524,89.76,88.44,UK,40.62
Manufacturing engineer,Transportation,Decreasing,Low,95483.65,High School,4,5842,2181,54.32,65.13,Germany,40.78
"Librarian, public",Education,Increasing,High,145028.73,High School,4,7767,669,48.68,94.53,Germany,60.52
Air broker,Transportation,Decreasing,Moderate,134199.76,Bachelor’s Degree,9,5919,7865,6.29,73.96,India,37.44
Counselling psychologist,Finance,Increasing,Low,129086.95,Associate Degree,10,8436,7321,86.99,92.97,Australia,27.0
Microbiologist,Finance,Increasing,High,49354.81,High School,13,7779,2602,15.01,5.23,Brazil,47.94
Quarry manager,Entertainment,Decreasing,High,78151.66,PhD,12,1542,224,93.08,38.05,China,27.12
Speech and language therapist,Finance,Decreasing,Low,142772.8,Associate Degree,6,8551,7427,1.56,14.37,UK,73.21
Ranger/warden,Retail,Increasing,Moderate,77414.15,Associate Degree,16,1135,1815,28.29,30.13,Brazil,22.82
Animal nutritionist,Retail,Decreasing,Low,132109.73,PhD,9,1393,5492,44.12,82.2,China,64.51
Ecologist,Education,Increasing,Low,101582.62,Master’s Degree,17,2010,4265,76.32,33.41,USA,34.36
"Engineer, civil (contracting)",Finance,Increasing,High,126030.56,High School,16,6398,9686,10.28,45.75,India,67.3
Hospital pharmacist,IT,Increasing,Low,63660.78,High School,8,6427,2431,35.98,45.38,Germany,64.92
Police officer,Healthcare,Increasing,Low,73217.2,Bachelor’s Degree,14,1024,4511,36.72,75.12,USA,79.33
Research scientist (maths),Healthcare,Increasing,Moderate,94919.8,Bachelor’s Degree,12,1339,8007,18.1,67.66,India,31.77
"Lighting technician, broadcasting/film/video",Education,Decreasing,High,108805.77,High School,3,6086,1278,13.71,94.72,India,23.89
Radiation protection practitioner,Education,Decreasing,Moderate,56786.75,Bachelor’s Degree,2,6513,5031,84.53,97.18,Brazil,61.5
Database administrator,Healthcare,Decreasing,Moderate,132524.15,High School,7,9910,1918,96.0,71.28,Australia,29.85
Advice worker,Entertainment,Increasing,Moderate,143518.25,Bachelor’s Degree,3,4866,2662,30.27,46.55,Canada,53.4
Meteorologist,Finance,Increasing,Low,59422.0,Associate Degree,19,4293,8258,62.32,66.46,China,70.41
Aeronautical engineer,Entertainment,Decreasing,Moderate,47620.87,Associate Degree,12,9748,5026,96.93,42.37,China,51.55
"Administrator, local government",Education,Increasing,Moderate,108313.35,PhD,11,3020,7776,72.28,52.13,China,47.94
Museum/gallery conservator,IT,Decreasing,High,115733.83,Master’s Degree,8,245,1348,82.8,82.18,USA,51.48
Technical author,Transportation,Increasing,Low,74976.7,PhD,9,6805,8708,54.31,48.3,Germany,59.53
Multimedia specialist,IT,Increasing,Moderate,45128.7,PhD,17,3983,4328,28.97,59.57,Germany,62.93
Counsellor,Retail,Increasing,High,86685.95,High School,3,2123,8756,6.46,98.3,China,21.56
"Engineer, maintenance (IT)",Entertainment,Decreasing,Low,65110.03,Associate Degree,20,9241,7360,97.91,61.47,Germany,32.58
Fish farm manager,Healthcare,Decreasing,Moderate,95591.96,Bachelor’s Degree,19,5099,3767,3.67,29.38,UK,66.3
Ambulance person,Entertainment,Increasing,Low,115218.06,Master’s Degree,11,5664,726,79.7,14.22,Germany,54.18
Multimedia programmer,Manufacturing,Decreasing,High,91153.53,Bachelor’s Degree,17,5543,7847,42.83,97.81,China,45.09
Higher education lecturer,Manufacturing,Increasing,Moderate,39821.63,Master’s Degree,9,8656,1839,18.11,68.75,Australia,48.13
Quantity surveyor,Manufacturing,Increasing,High,95652.17,Master’s Degree,18,2147,200,91.86,39.85,China,79.28
"Surveyor, commercial/residential",IT,Increasing,Low,74928.04,Bachelor’s Degree,8,6224,4765,97.13,51.86,USA,67.83
Database administrator,Finance,Decreasing,High,30082.02,Bachelor’s Degree,18,5061,2666,95.49,53.61,Brazil,36.82
Senior tax professional/tax inspector,Healthcare,Decreasing,High,68534.6,Associate Degree,0,2239,2287,16.95,11.31,UK,35.16
Interpreter,Education,Increasing,Moderate,100364.95,High School,9,3614,7433,83.06,9.25,UK,57.36
Animator,Finance,Increasing,Low,56683.32,Master’s Degree,7,9468,1197,73.55,12.79,UK,33.48
"Exhibitions officer, museum/gallery",Entertainment,Increasing,Moderate,40113.86,PhD,1,5842,4041,99.69,29.24,India,43.07
Museum/gallery exhibitions officer,Finance,Decreasing,High,122712.77,PhD,13,7452,533,38.31,12.64,Germany,57.39
Press sub,Manufacturing,Increasing,Low,138559.19,PhD,2,1865,7124,8.34,6.68,Germany,78.01
Automotive engineer,Healthcare,Increasing,Low,111482.46,Bachelor’s Degree,3,7139,2848,72.38,85.15,China,61.77
Counselling psychologist,Transportation,Decreasing,Low,62522.17,High School,9,426,2184,0.43,1.31,UK,53.4
Contractor,Education,Decreasing,Low,44542.32,Associate Degree,12,3008,5292,93.08,56.09,Germany,55.49
Animal nutritionist,Education,Increasing,Low,115671.06,High School,18,5068,1631,49.36,73.57,Canada,33.37
Youth worker,Manufacturing,Increasing,Moderate,43802.25,Associate Degree,15,8052,7954,65.03,86.35,India,24.81
"Scientist, research (maths)",Healthcare,Decreasing,High,132375.17,Bachelor’s Degree,11,847,9885,81.56,1.97,USA,79.69
Horticultural consultant,Finance,Increasing,High,137288.73,PhD,10,7120,7702,9.61,26.54,China,35.75
Music therapist,Finance,Increasing,Moderate,31798.64,High School,9,7886,3875,77.57,16.72,USA,71.87
Careers adviser,Entertainment,Decreasing,Low,95635.67,Bachelor’s Degree,0,6192,575,8.04,11.56,Australia,68.89
Paediatric nurse,Manufacturing,Increasing,Low,103114.26,Associate Degree,6,4262,7171,27.99,72.44,Germany,64.8
Research scientist (physical sciences),Finance,Decreasing,High,129182.71,PhD,11,9680,9221,56.75,46.68,USA,54.16
"Programmer, applications",Education,Increasing,Low,124163.37,PhD,10,6069,2051,92.95,26.41,UK,64.49
Child psychotherapist,IT,Decreasing,High,86255.49,Bachelor’s Degree,19,6848,6126,78.17,6.46,China,21.4
Early years teacher,Healthcare,Decreasing,Low,98270.84,Associate Degree,14,2100,4815,78.0,3.09,USA,35.38
Armed forces technical officer,Entertainment,Increasing,High,125777.17,Master’s Degree,11,8080,8549,88.61,18.83,Canada,41.76
Electrical engineer,IT,Increasing,High,96517.87,Associate Degree,9,2440,4924,50.73,76.44,USA,71.39
Statistician,Education,Decreasing,Moderate,66108.46,Master’s Degree,19,5190,9121,78.7,11.59,Germany,79.76
Ambulance person,Manufacturing,Decreasing,Moderate,42123.55,PhD,11,3375,9427,81.03,27.86,USA,34.02
Advertising account executive,Retail,Increasing,Moderate,79247.56,Bachelor’s Degree,18,148,4850,97.16,63.98,USA,52.83
Electronics engineer,Finance,Decreasing,High,135527.8,Master’s Degree,13,1496,6566,48.89,91.28,Canada,20.47
Advertising account planner,Healthcare,Increasing,Low,103605.72,PhD,19,8653,9418,82.02,16.14,Brazil,73.22
Ergonomist,IT,Decreasing,High,125240.22,Bachelor’s Degree,20,3266,7064,90.05,75.5,Germany,64.37
Community arts worker,Education,Decreasing,Low,84259.31,Bachelor’s Degree,18,4979,5010,81.84,82.85,Germany,51.08
Accounting technician,Manufacturing,Increasing,Moderate,143698.64,High School,19,7183,880,26.95,62.03,Brazil,69.01
Magazine features editor,Finance,Decreasing,Moderate,137199.79,Master’s Degree,10,2277,424,5.01,60.0,UK,34.43
"Engineer, building services",Education,Decreasing,High,66477.58,Associate Degree,11,9791,2123,54.69,50.28,USA,20.69
"Administrator, local government",Entertainment,Decreasing,High,89399.03,High School,17,6622,6520,85.77,30.99,Canada,54.39
Bookseller,Entertainment,Increasing,Moderate,89906.41,Bachelor’s Degree,11,3007,8110,82.73,52.83,India,50.56
Cabin crew,Transportation,Increasing,Low,101774.94,Master’s Degree,18,4674,3718,91.55,62.82,UK,62.46
Cartographer,Healthcare,Increasing,High,131835.84,PhD,16,6314,3279,65.18,86.96,UK,42.78
Pensions consultant,IT,Increasing,Moderate,72306.22,PhD,4,1169,9952,93.25,52.89,USA,45.55
"Biochemist, clinical",Healthcare,Increasing,Low,144453.63,Master’s Degree,17,2732,8497,78.88,58.41,Germany,34.24
"Designer, ceramics/pottery",IT,Increasing,Moderate,90734.3,High School,20,9306,2830,65.81,29.91,Brazil,52.0
Dramatherapist,Entertainment,Increasing,Moderate,102041.25,Associate Degree,4,7973,2664,21.48,97.04,USA,67.23
Herbalist,Transportation,Increasing,Moderate,32631.51,High School,7,918,374,5.79,55.59,UK,39.75
Water engineer,Finance,Decreasing,Moderate,110089.08,Bachelor’s Degree,16,7984,4961,89.47,8.02,Australia,37.78
Training and development officer,Finance,Decreasing,High,31374.53,PhD,5,2519,1191,42.86,78.34,China,62.35
Museum education officer,Education,Decreasing,High,106745.24,Master’s Degree,19,5590,5737,95.49,44.25,China,74.34
"Therapist, music",Entertainment,Increasing,High,118420.93,Master’s Degree,3,3071,6973,70.01,82.6,Canada,22.32
Materials engineer,Healthcare,Decreasing,Moderate,148555.76,Bachelor’s Degree,3,5613,3240,93.38,19.31,Australia,41.79
Clinical biochemist,Manufacturing,Decreasing,Low,42568.43,Bachelor’s Degree,20,659,5208,33.03,25.62,Canada,61.79
Ceramics designer,Retail,Decreasing,Moderate,72211.3,High School,5,1073,1829,7.61,20.72,India,55.85
Chiropodist,Retail,Increasing,Low,90116.03,High School,5,2667,1438,34.08,65.15,India,56.94
Water engineer,Healthcare,Increasing,Moderate,64812.94,Master’s Degree,6,9794,5764,92.38,62.44,Australia,78.43
Animal nutritionist,Education,Increasing,Low,41738.24,High School,6,9520,8776,81.51,46.78,Germany,67.35
"Journalist, broadcasting",Finance,Increasing,High,64897.31,PhD,11,4540,1996,97.81,89.6,Germany,77.22
Industrial buyer,IT,Decreasing,High,102496.94,Associate Degree,16,2846,5782,1.07,73.08,UK,41.77
Media buyer,Finance,Increasing,Low,59470.91,Bachelor’s Degree,4,3290,6658,18.64,12.1,Germany,51.41
Legal executive,Healthcare,Decreasing,Moderate,73567.18,Bachelor’s Degree,1,8806,833,7.78,47.06,Germany,20.12
"Doctor, hospital",IT,Increasing,Low,122469.19,Bachelor’s Degree,6,309,5365,42.61,72.0,USA,73.35
Multimedia programmer,Finance,Decreasing,High,96261.78,PhD,3,1353,7982,29.41,26.71,Germany,25.9
Risk manager,IT,Increasing,Moderate,54937.19,High School,10,6872,2619,25.13,98.3,China,28.15
Youth worker,Manufacturing,Decreasing,High,110472.77,Associate Degree,3,4232,2368,95.97,85.69,Germany,36.53
Recycling officer,IT,Increasing,Moderate,68625.46,PhD,12,103,8879,99.67,31.94,Brazil,57.07
Travel agency manager,Transportation,Decreasing,High,140291.84,Master’s Degree,7,5362,2577,55.41,68.83,China,69.32
"Teacher, secondary school",Entertainment,Decreasing,High,132906.71,High School,12,8912,3043,94.05,84.35,China,55.72
Manufacturing engineer,Entertainment,Increasing,Moderate,109781.19,Master’s Degree,10,7670,3918,80.54,77.15,India,32.95
Community pharmacist,Manufacturing,Increasing,Moderate,90408.82,High School,6,5240,4210,90.61,13.4,China,74.61
Tour manager,Entertainment,Increasing,Low,140099.43,Bachelor’s Degree,15,4340,9431,38.25,66.65,China,74.5
Quantity surveyor,Healthcare,Decreasing,Moderate,68263.29,Associate Degree,10,2507,8989,51.17,29.29,Germany,72.84
Publishing rights manager,Finance,Decreasing,Moderate,80883.54,Associate Degree,4,5986,4880,39.83,48.48,Brazil,31.23
Meteorologist,Education,Decreasing,Moderate,71383.18,Bachelor’s Degree,14,4574,6529,94.79,57.51,China,30.94
Volunteer coordinator,Retail,Decreasing,Moderate,113666.81,PhD,20,8957,9590,50.64,64.08,UK,76.18
Musician,Transportation,Decreasing,Moderate,130024.39,Associate Degree,3,7274,9294,73.46,84.23,India,43.97
"Sales professional, IT",Manufacturing,Increasing,High,62876.3,Master’s Degree,20,1271,3010,94.16,17.6,China,30.86
Retail banker,Entertainment,Increasing,Moderate,46069.15,Master’s Degree,16,5443,7004,73.4,84.6,Australia,62.57
Games developer,Healthcare,Decreasing,High,99597.5,Bachelor’s Degree,17,2428,7840,58.46,62.17,Canada,55.81
"Accountant, chartered",Finance,Decreasing,Moderate,85551.09,Bachelor’s Degree,11,5257,9137,15.02,4.84,China,49.9
"Teacher, primary school",IT,Decreasing,Moderate,78732.58,Bachelor’s Degree,14,2830,9661,56.16,92.38,India,77.44
IT sales professional,IT,Increasing,Low,96283.6,Associate Degree,18,5754,2434,94.27,35.21,India,44.54
Theatre stage manager,Manufacturing,Decreasing,Moderate,89456.87,Master’s Degree,12,8086,4981,93.93,22.39,Brazil,42.09
Museum/gallery curator,IT,Increasing,Low,134691.05,PhD,19,3828,6111,23.21,17.78,USA,65.8
Petroleum engineer,Healthcare,Decreasing,Moderate,47291.39,PhD,4,9874,8279,44.42,36.64,India,39.32
Health service manager,Education,Increasing,Moderate,109893.39,Associate Degree,7,2214,3221,52.37,98.7,India,60.35
Planning and development surveyor,Finance,Decreasing,High,120998.27,PhD,7,9965,5384,73.99,70.91,Canada,59.41
Estate agent,Manufacturing,Decreasing,High,129191.86,Bachelor’s Degree,19,5930,1998,19.42,29.27,USA,38.27
"Scientist, research (life sciences)",Manufacturing,Decreasing,Moderate,30183.23,High School,13,1702,3499,53.44,32.95,China,36.23
"Surveyor, mining",Transportation,Increasing,High,133839.11,Bachelor’s Degree,3,4087,6573,77.49,97.02,USA,21.32
"Producer, radio",IT,Increasing,Moderate,149177.06,Bachelor’s Degree,2,6372,7684,91.13,96.09,Brazil,22.37
"Engineer, materials",Healthcare,Decreasing,High,128939.27,Bachelor’s Degree,3,4674,940,90.24,35.11,Australia,69.63
"Surveyor, insurance",Transportation,Decreasing,High,34467.8,PhD,11,8595,2356,90.03,73.46,UK,48.23
Ceramics designer,Transportation,Increasing,Low,48498.17,Master’s Degree,10,166,4234,31.04,59.56,China,24.35
Public librarian,Manufacturing,Decreasing,High,112694.29,Bachelor’s Degree,0,7127,786,41.21,38.49,Germany,31.11
Drilling engineer,Finance,Decreasing,Moderate,117168.13,Master’s Degree,19,1803,6270,14.21,64.99,UK,73.77
Economist,IT,Increasing,Low,85839.95,Master’s Degree,7,370,8428,16.21,20.95,USA,24.91
Electronics engineer,Entertainment,Decreasing,Moderate,41568.32,Associate Degree,7,1641,8446,9.91,20.58,India,48.74
Farm manager,Healthcare,Decreasing,Moderate,122482.55,Bachelor’s Degree,18,6336,9949,25.45,87.64,Australia,69.66
Location manager,Transportation,Increasing,Low,128987.36,High School,10,316,6617,43.49,87.46,UK,71.1
Amenity horticulturist,Education,Increasing,High,144279.99,High School,6,581,6806,16.19,11.67,Germany,71.64
Special educational needs teacher,Education,Increasing,Low,103008.1,Bachelor’s Degree,20,9655,8179,14.69,97.36,Brazil,23.19
Mental health nurse,Education,Decreasing,High,63364.07,PhD,8,9737,3603,51.88,81.05,Brazil,24.48
Hydrologist,Transportation,Increasing,Low,106420.71,Bachelor’s Degree,20,6636,6527,1.66,49.82,Canada,40.94
Bonds trader,Manufacturing,Increasing,Moderate,129374.84,Associate Degree,18,7815,9402,75.29,70.53,India,79.53
Product manager,Healthcare,Increasing,Low,123066.75,PhD,2,9481,4889,56.0,63.09,China,22.03
"Production assistant, television",Entertainment,Increasing,Low,109282.35,Associate Degree,3,994,1417,24.76,4.89,China,55.65
Minerals surveyor,Finance,Increasing,Moderate,49382.62,Bachelor’s Degree,1,3742,4073,79.82,91.02,India,38.2
"Engineer, chemical",Finance,Increasing,Moderate,66741.46,Master’s Degree,13,2992,3517,62.79,5.14,Canada,46.21
Environmental health practitioner,Healthcare,Increasing,Low,99117.62,High School,18,765,3065,85.55,40.52,Germany,77.9
Investment analyst,Entertainment,Increasing,Low,130282.87,Master’s Degree,14,3230,2863,37.1,84.85,Brazil,33.92
Media buyer,Healthcare,Increasing,High,104463.36,PhD,4,4375,6430,31.99,89.55,China,37.56
Aeronautical engineer,IT,Decreasing,Moderate,49214.16,PhD,8,419,6273,77.76,32.14,Canada,75.99
"Teacher, early years/pre",Healthcare,Decreasing,Low,123289.32,Master’s Degree,18,6949,1766,10.19,40.26,Germany,67.83
"Librarian, public",Entertainment,Increasing,Moderate,40138.82,High School,14,4461,3641,18.31,81.81,USA,53.25
"Scientist, product/process development",Healthcare,Increasing,Low,88443.27,PhD,16,121,8613,5.53,15.39,Germany,55.01
Civil Service fast streamer,Transportation,Increasing,Moderate,127590.49,Associate Degree,5,1028,2850,80.8,86.4,Australia,64.9
Hospital doctor,Retail,Increasing,Low,68766.22,Master’s Degree,4,2402,6663,72.03,98.8,China,29.92
Aid worker,IT,Increasing,High,65837.11,Bachelor’s Degree,3,9480,7096,96.22,20.69,Canada,23.03
Chartered accountant,Manufacturing,Increasing,Low,50235.18,Bachelor’s Degree,20,8311,9401,86.15,63.28,Australia,31.36
Chiropodist,Healthcare,Increasing,Low,85545.38,Master’s Degree,8,1744,2315,93.73,37.04,USA,31.73
Chief of Staff,Manufacturing,Decreasing,Moderate,98958.74,Bachelor’s Degree,17,7923,1834,98.04,67.52,USA,46.0
Environmental health practitioner,Healthcare,Increasing,High,142616.86,Bachelor’s Degree,8,8830,7825,0.06,37.76,Australia,63.4
"Scientist, biomedical",Retail,Decreasing,Low,125383.44,Associate Degree,0,618,8944,93.99,40.74,USA,61.43
"Designer, fashion/clothing",Healthcare,Decreasing,Low,113297.32,Associate Degree,8,9548,7281,82.78,79.61,USA,27.5
Information systems manager,Transportation,Increasing,High,113991.59,Associate Degree,12,7530,390,69.98,87.79,USA,71.88
Broadcast presenter,Finance,Increasing,Low,76181.86,High School,6,6281,7520,49.96,12.27,Brazil,20.76
Physiotherapist,Finance,Increasing,Low,54341.13,Associate Degree,17,6967,6939,69.48,10.07,Germany,44.41
Aid worker,Healthcare,Increasing,Moderate,77429.82,High School,19,3023,7599,42.83,81.12,UK,55.33
Oceanographer,Manufacturing,Increasing,High,70841.05,Bachelor’s Degree,11,4046,1708,37.3,7.09,Australia,33.01
Interior and spatial designer,IT,Increasing,Low,94442.2,Master’s Degree,12,7885,4787,92.82,8.66,USA,68.68
Clinical biochemist,Entertainment,Increasing,Moderate,68850.84,High School,9,9336,8675,35.99,17.15,Australia,69.08
"Engineer, manufacturing systems",Transportation,Decreasing,High,149781.35,PhD,8,331,9524,68.44,76.12,China,37.94
Charity officer,Education,Increasing,Moderate,77432.87,High School,3,152,5053,13.01,80.8,India,53.82
Tax inspector,Education,Decreasing,Low,144115.67,Bachelor’s Degree,3,5237,2017,96.21,85.85,Canada,49.69
"Journalist, newspaper",Education,Decreasing,Low,95081.03,Associate Degree,15,2526,5731,52.5,74.24,India,23.16
Commissioning editor,Retail,Increasing,High,47537.77,Bachelor’s Degree,6,4198,7195,2.01,70.85,India,65.91
IT sales professional,Healthcare,Increasing,Low,130970.36,High School,16,4177,5593,17.66,37.95,Australia,21.92
"Engineer, civil (consulting)",Healthcare,Increasing,Low,59210.07,PhD,12,3200,4919,32.7,71.96,Canada,64.95
Counselling psychologist,Healthcare,Increasing,Moderate,72058.61,PhD,2,7485,6442,87.66,37.7,Brazil,30.52
"Engineer, manufacturing systems",Finance,Increasing,Moderate,109356.55,Master’s Degree,10,9596,9947,93.72,32.66,China,75.6
Community pharmacist,Entertainment,Decreasing,Low,142963.7,High School,16,8857,5261,56.22,13.86,India,31.9
Automotive engineer,Healthcare,Decreasing,High,109415.32,PhD,1,8244,2582,3.67,70.81,USA,22.04
Acupuncturist,IT,Increasing,High,117834.71,PhD,6,6486,2155,75.96,65.79,Canada,47.88
"Teacher, music",Manufacturing,Decreasing,Low,145798.12,Bachelor’s Degree,4,2141,8092,15.59,41.89,Brazil,57.73
Electrical engineer,Education,Increasing,Moderate,57580.63,Associate Degree,4,2067,8768,71.18,66.32,UK,22.9
Theatre manager,Manufacturing,Increasing,High,44557.58,Bachelor’s Degree,7,8600,8451,49.05,83.13,Brazil,65.64
Sales promotion account executive,Finance,Decreasing,Low,34014.29,Bachelor’s Degree,4,9153,4251,72.94,70.21,India,48.75
Multimedia programmer,Entertainment,Increasing,Low,56135.47,Associate Degree,4,1229,7369,66.08,21.61,USA,23.48
Theatre manager,Entertainment,Increasing,High,91977.75,PhD,3,4837,6074,33.76,25.2,China,54.17
Health promotion specialist,Transportation,Increasing,Low,82613.9,Master’s Degree,19,8168,247,94.57,80.17,USA,78.47
Mechanical engineer,Healthcare,Decreasing,High,139546.53,Master’s Degree,2,8634,6057,20.93,36.43,India,23.45
Public relations officer,Healthcare,Decreasing,Moderate,114687.7,High School,17,1573,4576,39.34,59.74,USA,32.08
Television production assistant,Healthcare,Decreasing,High,116137.46,Master’s Degree,20,6994,7015,90.45,94.18,Canada,72.82
Surgeon,Transportation,Decreasing,High,53663.8,High School,17,4610,349,46.16,53.06,India,43.59
Clinical psychologist,Education,Decreasing,High,65559.22,Associate Degree,8,3836,7536,98.5,44.05,Australia,70.7
"Buyer, industrial",Entertainment,Decreasing,Low,97707.95,Associate Degree,19,3744,7692,80.78,8.84,India,33.25
Geochemist,Finance,Decreasing,Low,125897.7,Master’s Degree,14,2633,6432,9.43,12.37,Germany,51.42
"Designer, jewellery",Transportation,Decreasing,Moderate,112131.52,High School,0,224,8836,66.38,49.41,USA,28.07
Psychiatrist,Education,Increasing,Moderate,62451.48,Bachelor’s Degree,7,888,1424,56.65,60.73,USA,57.72
"Surveyor, land/geomatics",Entertainment,Increasing,Moderate,40789.83,Associate Degree,0,9761,5197,34.55,4.13,USA,41.54
Health and safety inspector,Finance,Decreasing,High,80088.65,PhD,1,2618,8552,42.17,85.67,China,32.31
Hydrogeologist,Transportation,Decreasing,Moderate,136572.76,Associate Degree,9,3166,1962,95.26,2.92,Canada,71.56
Professor Emeritus,Education,Decreasing,Low,97488.67,High School,15,6982,2981,64.6,50.43,Canada,78.54
Systems developer,Healthcare,Decreasing,High,41201.94,High School,10,4649,7882,14.39,51.91,Brazil,22.4
"Civil engineer, contracting",Education,Decreasing,Low,131949.79,Associate Degree,10,2686,5686,55.48,60.19,China,54.35
Psychotherapist,Education,Increasing,High,79089.3,PhD,15,7630,8829,34.24,73.65,Australia,31.35
Economist,Retail,Decreasing,Low,34690.02,Associate Degree,11,2224,4485,94.27,88.99,USA,75.8
Social worker,Transportation,Increasing,Low,48640.55,PhD,9,9839,2285,84.16,86.6,USA,42.18
Materials engineer,Education,Increasing,High,107480.14,Associate Degree,9,8209,9061,3.82,54.8,Brazil,42.87
Economist,Healthcare,Decreasing,Low,95776.98,PhD,9,9570,2719,67.1,83.0,USA,68.78
Ecologist,IT,Decreasing,Low,72609.75,High School,11,1667,1006,48.97,74.45,UK,72.09
"Surveyor, mining",Healthcare,Increasing,Low,112087.25,Master’s Degree,0,1719,9407,24.92,55.04,UK,33.86
"Engineer, maintenance (IT)",Entertainment,Decreasing,Moderate,139712.5,Master’s Degree,10,170,8989,39.05,82.25,USA,24.96
"Producer, television/film/video",Manufacturing,Decreasing,Low,77192.8,Bachelor’s Degree,5,8599,5317,6.09,89.44,Australia,68.48
Building surveyor,Transportation,Increasing,Low,62828.37,Bachelor’s Degree,6,4099,6401,79.93,71.86,USA,29.77
Radio broadcast assistant,Retail,Decreasing,High,51791.67,PhD,1,8219,8073,84.11,13.02,Brazil,23.01
Lexicographer,Entertainment,Increasing,Low,55760.02,Associate Degree,12,503,1346,67.15,96.86,Australia,75.13
"Research officer, political party",Education,Decreasing,High,59454.94,High School,19,6704,5261,0.23,8.69,India,56.43
Educational psychologist,Finance,Increasing,Moderate,42488.01,Associate Degree,5,402,6340,51.41,83.34,USA,53.99
Comptroller,IT,Decreasing,High,77281.53,Master’s Degree,5,2875,7619,18.72,2.01,Canada,60.24
"Lecturer, higher education",Manufacturing,Decreasing,High,137571.97,Master’s Degree,9,1122,3444,69.87,86.68,China,64.01
Probation officer,Finance,Decreasing,High,130153.62,Bachelor’s Degree,18,6479,5918,5.12,50.34,India,77.22
Science writer,Transportation,Decreasing,Moderate,113793.89,Master’s Degree,16,7508,2627,63.25,76.79,USA,26.47
"Sound technician, broadcasting/film/video",Manufacturing,Increasing,Moderate,107858.12,Associate Degree,4,1568,2277,45.49,8.58,Australia,29.3
Exercise physiologist,Manufacturing,Decreasing,Moderate,38098.44,PhD,15,4561,9745,29.47,65.0,China,21.37
Charity fundraiser,Entertainment,Increasing,High,89396.08,PhD,13,1485,7901,21.66,27.42,UK,73.9
Volunteer coordinator,Manufacturing,Increasing,Low,64110.39,Bachelor’s Degree,8,4618,503,79.42,6.15,Australia,46.97
Sport and exercise psychologist,Transportation,Decreasing,Moderate,34634.36,High School,9,1445,8431,39.76,0.15,Canada,42.83
Careers information officer,IT,Increasing,Low,44616.29,Master’s Degree,0,8759,1961,21.95,78.18,USA,65.01
Illustrator,Entertainment,Decreasing,Moderate,109252.44,Master’s Degree,19,3532,2877,68.64,12.1,India,64.88
Animal nutritionist,Retail,Decreasing,Moderate,134551.61,PhD,9,2006,1499,63.25,22.5,India,48.14
Medical illustrator,Retail,Decreasing,Moderate,50387.37,High School,7,9588,3110,54.35,78.2,China,54.6
Marine scientist,Healthcare,Increasing,Low,62145.09,Bachelor’s Degree,20,908,5230,53.9,29.02,USA,67.75
Futures trader,Finance,Decreasing,Low,65680.54,Master’s Degree,3,4224,8820,10.11,85.45,Canada,49.52
"Teacher, English as a foreign language",Manufacturing,Decreasing,Moderate,68860.07,Associate Degree,5,1268,4689,85.42,0.96,Brazil,45.28
Occupational therapist,IT,Decreasing,High,73136.88,High School,14,4424,2717,0.5,31.59,Germany,31.24
Chief Marketing Officer,Education,Increasing,Low,41908.92,PhD,7,4748,4606,48.77,69.33,Germany,69.85
Geophysical data processor,Transportation,Decreasing,Moderate,139500.27,PhD,3,9702,8480,9.99,7.32,Brazil,63.4
"Nurse, learning disability",IT,Decreasing,High,62613.61,PhD,17,243,6694,77.06,88.97,UK,32.52
"Psychologist, occupational",Entertainment,Decreasing,Low,120206.9,Associate Degree,15,9481,2028,19.19,20.33,Australia,39.56
Dentist,Entertainment,Decreasing,Low,115182.65,Master’s Degree,14,2856,9310,6.38,14.4,Germany,53.54
Garment/textile technologist,Manufacturing,Increasing,Low,81958.04,Bachelor’s Degree,20,4340,5232,98.37,46.01,India,61.1
Editorial assistant,Education,Decreasing,Low,71644.15,High School,4,3045,1378,81.55,3.23,China,25.9
"Psychologist, forensic",IT,Decreasing,Low,65452.56,Bachelor’s Degree,6,4803,5188,54.95,27.81,China,47.25
Animal nutritionist,Healthcare,Increasing,High,120403.35,Associate Degree,10,1909,4486,6.5,3.78,China,46.43
Information officer,Entertainment,Decreasing,High,63922.67,Associate Degree,8,3749,3871,23.78,45.19,India,27.49
Chiropractor,Retail,Increasing,High,39063.23,Master’s Degree,16,7619,171,25.96,4.57,Germany,29.78
"Journalist, magazine",Transportation,Decreasing,Low,87747.13,Master’s Degree,5,5541,8177,11.37,59.36,China,28.0
Armed forces operational officer,Retail,Decreasing,High,32711.55,PhD,2,4236,7478,33.88,32.53,UK,72.52
Advertising copywriter,Transportation,Increasing,Moderate,116905.6,PhD,2,2185,4567,15.69,49.96,Canada,60.74
IT sales professional,Education,Increasing,Low,131535.74,PhD,14,9371,5079,37.31,9.83,Australia,24.34
Corporate investment banker,Healthcare,Increasing,Moderate,56050.88,Master’s Degree,12,9185,7504,15.08,44.12,USA,49.53
Transport planner,Finance,Increasing,Moderate,43050.93,PhD,4,3427,8781,12.68,55.56,Germany,72.34
Optometrist,Healthcare,Increasing,Moderate,89305.37,Associate Degree,0,1614,9361,88.12,67.51,UK,45.37
Financial planner,Manufacturing,Increasing,Low,133185.53,PhD,13,6299,4010,49.82,92.83,UK,42.36
"Conservator, museum/gallery",Healthcare,Increasing,Moderate,51527.99,Master’s Degree,20,7946,6972,77.38,99.61,UK,70.92
"Nurse, learning disability",Finance,Increasing,Low,74684.0,High School,9,271,7737,0.85,10.04,China,24.38
Public affairs consultant,IT,Increasing,Moderate,73645.29,Master’s Degree,2,7217,9462,90.12,19.41,India,73.35
"Education officer, community",Retail,Increasing,Moderate,32140.99,High School,1,9634,8178,20.35,20.01,Germany,50.43
Legal secretary,Finance,Decreasing,Low,42449.41,Master’s Degree,10,4100,1600,37.96,42.63,Australia,74.87
Purchasing manager,Transportation,Decreasing,Moderate,66231.58,PhD,15,5653,1325,34.42,89.8,Canada,38.19
"Secretary, company",Education,Decreasing,Low,133084.2,PhD,14,9564,4801,29.58,28.42,China,73.46
Commercial/residential surveyor,Healthcare,Decreasing,Low,94934.48,Bachelor’s Degree,10,5678,7480,95.53,39.62,Australia,40.99
Chartered legal executive (England and Wales),Manufacturing,Decreasing,High,139024.13,High School,13,6436,1219,78.76,10.96,Brazil,25.5
Technical brewer,Entertainment,Increasing,Moderate,37612.64,PhD,13,8669,1245,35.16,2.15,Canada,41.47
Medical physicist,Retail,Increasing,Moderate,83524.45,Master’s Degree,19,8799,9420,17.1,37.49,Brazil,22.31
"Psychologist, educational",Healthcare,Increasing,Low,75665.84,High School,1,6975,2558,63.71,78.49,UK,49.24
Charity officer,Healthcare,Increasing,High,37239.94,Bachelor’s Degree,6,4187,271,41.98,8.25,India,31.71
Research scientist (maths),Healthcare,Decreasing,Low,118504.98,High School,18,4417,368,45.23,3.38,Brazil,35.59
Tax inspector,Entertainment,Decreasing,Moderate,32369.54,Bachelor’s Degree,3,8426,6771,57.42,4.84,India,31.13
Sales executive,Education,Decreasing,Low,144257.7,PhD,4,6096,4151,54.2,10.86,China,74.59
Minerals surveyor,IT,Decreasing,Moderate,121536.96,High School,16,6213,1081,34.91,5.01,USA,50.23
Database administrator,IT,Increasing,Moderate,117924.89,High School,16,3212,6242,33.65,85.71,Australia,52.53
"Surveyor, quantity",Manufacturing,Increasing,High,123017.67,PhD,1,2378,6460,79.2,41.47,Germany,26.5
Management consultant,IT,Increasing,High,68891.87,High School,3,9585,1503,61.87,90.19,India,37.78
Solicitor,Entertainment,Decreasing,Low,115281.07,Master’s Degree,12,8567,8361,29.52,13.8,India,56.75
Primary school teacher,Transportation,Decreasing,Low,121615.39,Associate Degree,19,4887,8294,9.86,40.64,Germany,76.15
Ecologist,Finance,Increasing,Low,53727.95,Associate Degree,8,9074,5422,96.1,24.72,Germany,49.63
Patent examiner,Retail,Decreasing,High,106521.39,High School,16,6378,2712,7.23,38.35,Australia,24.4
Press photographer,Healthcare,Decreasing,High,65746.05,Associate Degree,6,2408,4344,23.28,97.85,UK,38.17
Television floor manager,Transportation,Decreasing,Low,95073.76,Master’s Degree,14,8923,3341,57.45,31.6,Canada,64.62
Commercial horticulturist,Retail,Increasing,Moderate,97817.37,High School,12,5959,8355,41.28,2.35,Canada,24.33
Mechanical engineer,Transportation,Decreasing,Moderate,75698.43,Associate Degree,13,2752,9320,20.57,67.65,China,20.88
Visual merchandiser,Manufacturing,Decreasing,Low,138453.63,High School,0,4840,4836,24.04,48.45,India,30.05
"Administrator, Civil Service",Finance,Increasing,High,99419.25,Bachelor’s Degree,19,2537,7227,7.68,32.85,Canada,50.99
Building services engineer,Manufacturing,Decreasing,Low,106242.33,Bachelor’s Degree,7,8411,6111,20.71,90.0,USA,56.66
Location manager,Healthcare,Decreasing,High,113191.35,High School,3,9029,3657,5.49,88.2,USA,68.54
Museum education officer,Entertainment,Increasing,Low,101664.45,PhD,3,9037,7569,19.34,38.69,Canada,69.28
Osteopath,Retail,Decreasing,High,108839.99,Master’s Degree,11,8931,2724,66.68,8.43,China,29.22
Commercial horticulturist,Entertainment,Decreasing,Moderate,42504.06,Master’s Degree,19,8906,8585,43.02,49.58,Brazil,58.73
Fashion designer,IT,Decreasing,High,31264.17,High School,6,3894,6101,50.28,22.59,Canada,31.9
Water quality scientist,Retail,Increasing,High,120788.88,Bachelor’s Degree,12,5610,2951,4.67,19.99,USA,43.69
Environmental manager,Retail,Increasing,Low,85227.63,PhD,20,9148,2747,26.01,59.23,India,79.13
Police officer,Retail,Decreasing,High,95212.96,Associate Degree,9,2389,3293,2.11,10.77,USA,32.08
Ambulance person,IT,Decreasing,High,94437.56,Bachelor’s Degree,4,1189,851,45.31,32.62,UK,27.28
"Buyer, retail",Entertainment,Decreasing,Moderate,60342.53,PhD,8,1702,832,10.92,87.85,Australia,33.02
Energy engineer,Manufacturing,Decreasing,Low,88002.93,Master’s Degree,19,2793,7768,71.61,25.62,Canada,51.03
Purchasing manager,Healthcare,Decreasing,High,33721.25,Bachelor’s Degree,19,6948,7085,47.39,22.51,UK,58.21
Mechanical engineer,Education,Decreasing,High,143868.15,Bachelor’s Degree,9,6814,3364,8.47,69.43,Canada,36.05
Archaeologist,Healthcare,Increasing,High,36465.96,High School,9,4389,330,45.71,79.35,Brazil,67.86
Immunologist,Finance,Decreasing,Low,40271.96,Associate Degree,18,4904,6402,50.66,62.57,Germany,75.97
"Psychotherapist, child",Manufacturing,Decreasing,Low,48004.97,Associate Degree,7,1550,1620,28.78,43.14,USA,59.43
Building control surveyor,Manufacturing,Decreasing,High,62623.89,Associate Degree,2,4898,6761,19.48,3.99,China,59.89
"Journalist, broadcasting",Retail,Decreasing,High,107198.92,PhD,15,5835,4565,98.8,19.74,Australia,23.07
Naval architect,Transportation,Decreasing,Low,35935.22,PhD,10,3435,3299,7.44,66.13,Canada,52.06
"Engineer, drilling",Transportation,Decreasing,Low,143305.4,Bachelor’s Degree,17,3774,6970,12.72,78.79,Australia,49.46
"Biochemist, clinical",Education,Increasing,Moderate,49212.71,PhD,6,1761,5171,25.77,9.89,China,32.79
Secondary school teacher,Transportation,Increasing,High,140595.33,High School,8,8929,2014,69.91,71.85,UK,25.17
Housing manager/officer,Retail,Increasing,Moderate,134926.99,PhD,11,3581,6865,76.65,47.07,UK,69.32
Occupational psychologist,Manufacturing,Increasing,High,89617.24,Associate Degree,15,6654,5831,34.17,77.19,Canada,28.27
Medical laboratory scientific officer,Healthcare,Decreasing,Low,63437.39,Associate Degree,16,6159,3467,48.27,52.23,UK,77.24
Sales promotion account executive,Manufacturing,Decreasing,Low,69441.4,Associate Degree,7,1757,4842,24.3,82.93,Germany,28.87
Academic librarian,Healthcare,Decreasing,Low,40729.43,Bachelor’s Degree,13,1417,9601,83.49,57.12,Canada,55.18
Location manager,Entertainment,Increasing,High,70819.63,Master’s Degree,18,1237,2490,51.1,3.81,China,74.93
"Radiographer, diagnostic",Entertainment,Increasing,High,128467.07,Bachelor’s Degree,16,462,8424,44.83,65.12,USA,25.09
Colour technologist,Transportation,Increasing,Moderate,109565.66,PhD,0,8303,5377,40.31,33.34,China,58.37
Chartered certified accountant,IT,Increasing,Moderate,83906.18,Master’s Degree,0,8130,2071,30.34,95.01,China,25.72
Actuary,Entertainment,Increasing,Moderate,62186.16,High School,19,182,8037,84.43,27.99,China,58.94
Plant breeder/geneticist,Education,Decreasing,High,70067.45,Master’s Degree,20,946,8811,20.67,37.67,Germany,33.83
Barista,Entertainment,Increasing,High,142840.61,Associate Degree,11,5610,5451,9.41,20.33,Brazil,51.32
Colour technologist,Manufacturing,Decreasing,High,47354.0,High School,13,1709,4466,12.94,30.78,Australia,79.56
Building surveyor,Transportation,Increasing,High,77518.52,High School,10,4460,8869,23.62,27.6,India,64.87
"Engineer, broadcasting (operations)",IT,Decreasing,Moderate,80480.13,Bachelor’s Degree,0,2713,2476,25.81,76.13,UK,61.66
Financial risk analyst,Healthcare,Decreasing,Low,119977.32,Master’s Degree,19,2077,6177,71.61,52.02,Australia,52.77
Water engineer,Manufacturing,Increasing,Low,147626.98,Associate Degree,1,8929,6002,2.99,15.25,China,60.43
Hydrogeologist,Retail,Increasing,Moderate,64224.88,Associate Degree,10,7976,8622,84.63,77.05,Brazil,34.01
Forest/woodland manager,Finance,Decreasing,High,105233.7,High School,9,3848,2546,38.61,1.73,China,70.52
Legal executive,Transportation,Increasing,High,77252.58,High School,6,3967,859,23.43,52.45,China,25.53
Sub,Finance,Decreasing,Low,91900.06,High School,10,8303,7436,35.09,5.35,China,52.42
Chiropodist,Manufacturing,Decreasing,Moderate,51487.31,Bachelor’s Degree,12,1182,7504,17.15,22.21,Brazil,21.96
"Designer, jewellery",Manufacturing,Increasing,Low,77453.27,Bachelor’s Degree,14,1357,8366,84.85,60.02,China,43.97
"Librarian, academic",Finance,Increasing,Low,90159.08,High School,13,5472,1666,57.17,70.32,Brazil,24.85
Emergency planning/management officer,IT,Increasing,High,66088.85,Bachelor’s Degree,1,4254,1114,55.31,93.76,UK,37.14
Web designer,Education,Decreasing,Low,144317.34,Master’s Degree,16,1551,1402,25.23,77.23,UK,71.83
Educational psychologist,Education,Increasing,High,111204.78,Master’s Degree,7,6598,8325,4.92,44.61,USA,76.78
Furniture designer,Transportation,Increasing,Moderate,60226.26,PhD,18,3136,7814,41.16,5.14,UK,32.81
Government social research officer,Transportation,Decreasing,High,104989.6,Associate Degree,0,840,3626,51.54,69.4,Australia,37.45
"Geologist, wellsite",Entertainment,Decreasing,High,47657.16,Associate Degree,14,1267,657,38.45,49.57,Germany,32.67
"Editor, magazine features",IT,Increasing,Low,140056.08,PhD,18,9516,7418,23.39,28.67,India,32.21
Petroleum engineer,Transportation,Decreasing,Moderate,104286.33,Master’s Degree,4,3484,5888,85.46,65.83,Canada,59.08
"Administrator, charities/voluntary organisations",Finance,Decreasing,High,39242.47,Bachelor’s Degree,20,5488,8052,57.07,97.17,UK,52.57
Audiological scientist,IT,Decreasing,Moderate,121079.69,PhD,11,6932,8170,65.41,94.6,USA,73.15
"Surveyor, insurance",Retail,Decreasing,Low,74189.98,Bachelor’s Degree,17,9803,6047,87.96,66.65,China,54.39
Translator,Healthcare,Decreasing,Low,106460.52,Associate Degree,4,9502,3122,38.93,71.69,China,25.44
"Teacher, music",Education,Decreasing,Low,125646.43,High School,7,7055,9459,3.0,90.78,Australia,21.31
Technical brewer,Manufacturing,Decreasing,Moderate,77213.71,PhD,1,5735,5117,47.03,67.14,USA,51.69
Commercial/residential surveyor,Healthcare,Increasing,Low,39078.16,High School,7,4544,989,83.08,35.95,USA,29.32
"Engineer, control and instrumentation",Manufacturing,Decreasing,Low,37715.93,High School,8,6880,7482,87.66,88.04,Brazil,74.54
Animator,Retail,Decreasing,High,146121.11,Associate Degree,16,1157,449,57.9,41.43,Brazil,62.11
Gaffer,Retail,Increasing,Low,148493.85,PhD,12,6687,6423,51.51,74.59,India,72.63
"Programmer, multimedia",Healthcare,Increasing,Moderate,95899.74,Master’s Degree,2,8853,1145,87.91,52.17,UK,71.72
Industrial/product designer,Entertainment,Decreasing,High,50502.95,Associate Degree,13,2136,8218,51.21,86.25,Brazil,24.68
"Education officer, environmental",Transportation,Increasing,Moderate,90938.74,Associate Degree,0,8725,2503,96.23,24.49,UK,65.31
English as a second language teacher,Manufacturing,Decreasing,Moderate,109081.24,Master’s Degree,10,7048,665,10.19,62.12,USA,46.52
"Surveyor, planning and development",Finance,Increasing,Moderate,63329.32,High School,14,163,7028,59.64,27.27,India,50.07
Quantity surveyor,IT,Decreasing,Low,39614.24,Master’s Degree,19,9894,2277,11.1,66.27,UK,43.75
"Teacher, music",Healthcare,Decreasing,Low,84116.51,Master’s Degree,3,9710,9099,18.31,60.35,Australia,78.89
Civil Service administrator,Finance,Increasing,Low,60143.84,Bachelor’s Degree,7,2753,4443,60.56,75.62,USA,71.89
Oceanographer,Entertainment,Increasing,High,113134.48,Master’s Degree,5,3922,2245,99.14,85.89,India,23.52
Farm manager,Transportation,Decreasing,Moderate,36033.54,PhD,0,831,3151,52.88,52.19,India,36.45
Chartered certified accountant,Education,Decreasing,High,47856.45,PhD,4,5577,1913,42.28,10.31,China,43.75
Housing manager/officer,Manufacturing,Increasing,High,47732.26,PhD,0,2307,6127,15.3,88.51,UK,62.15
Corporate investment banker,Finance,Decreasing,High,110378.67,Bachelor’s Degree,2,117,7012,84.7,0.5,Australia,65.43
Actuary,Manufacturing,Decreasing,Low,63648.16,PhD,16,3950,169,79.93,71.06,Australia,25.94
Information systems manager,Education,Increasing,Moderate,52965.07,Bachelor’s Degree,12,2477,4841,36.15,10.2,UK,54.51
"Engineer, electrical",Education,Increasing,Low,106283.4,Bachelor’s Degree,15,497,3005,32.45,46.13,Australia,52.75
Curator,Entertainment,Increasing,Moderate,64311.23,Master’s Degree,9,6612,1252,97.37,5.69,USA,60.39
Community development worker,Retail,Increasing,Low,84371.74,PhD,17,9791,3402,43.32,73.19,USA,20.74
Ranger/warden,Manufacturing,Decreasing,Moderate,123800.72,Master’s Degree,6,8589,7475,11.23,44.98,Germany,40.43
"Engineer, production",Transportation,Decreasing,Moderate,93673.03,High School,5,4477,6320,65.98,87.78,India,44.31
"Administrator, local government",Retail,Decreasing,Low,137764.27,Master’s Degree,16,7296,8230,40.95,72.11,India,74.38
Architectural technologist,Entertainment,Increasing,Moderate,64276.45,Bachelor’s Degree,11,6237,9893,41.64,53.78,China,26.16
Geographical information systems officer,Finance,Decreasing,Moderate,38284.38,High School,8,1764,4955,15.24,24.72,Canada,47.89
Senior tax professional/tax inspector,IT,Decreasing,Moderate,100357.72,PhD,15,5233,3655,85.71,88.89,Australia,61.7
"Engineer, mining",Retail,Decreasing,High,106250.86,High School,6,2163,973,69.19,16.19,China,75.84
"Solicitor, Scotland",Retail,Decreasing,Moderate,87186.36,Bachelor’s Degree,8,6764,9989,72.65,30.35,UK,38.28
"Education officer, environmental",Healthcare,Decreasing,Moderate,69975.62,Bachelor’s Degree,15,1151,6541,93.41,51.61,Canada,22.34
Veterinary surgeon,Entertainment,Decreasing,Low,87119.06,Master’s Degree,18,1975,5948,22.05,29.9,UK,36.56
Solicitor,IT,Increasing,Moderate,125799.54,High School,17,3929,8432,33.57,22.95,USA,60.9
Speech and language therapist,Manufacturing,Decreasing,Moderate,106810.25,Bachelor’s Degree,3,4826,7865,7.89,12.8,China,26.54
"Psychologist, sport and exercise",Education,Decreasing,Low,89727.55,Bachelor’s Degree,12,7994,1472,83.5,5.68,China,47.18
IT consultant,Entertainment,Decreasing,Moderate,135276.07,Associate Degree,11,5621,6422,0.07,52.27,Australia,44.57
Research scientist (maths),Retail,Increasing,Moderate,61127.3,Associate Degree,14,5653,4823,6.97,56.08,Brazil,60.59
Print production planner,Education,Decreasing,High,130871.86,Master’s Degree,7,2194,6379,96.14,50.45,Australia,50.35
Local government officer,IT,Increasing,Moderate,133453.93,Master’s Degree,3,1352,3958,88.56,20.17,Brazil,66.22
Sports therapist,Healthcare,Decreasing,Low,59962.34,Associate Degree,5,7344,6858,63.59,83.58,Canada,79.74
Fine artist,Education,Increasing,Low,62975.11,Associate Degree,4,7938,6743,96.04,70.53,UK,71.29
Orthoptist,Healthcare,Decreasing,High,56611.3,Associate Degree,8,6166,4654,13.55,78.41,UK,22.96
Multimedia programmer,Manufacturing,Increasing,Low,83228.14,Associate Degree,20,1444,2601,92.17,57.4,India,47.57
Dramatherapist,Manufacturing,Decreasing,Low,34183.27,High School,9,9492,175,4.58,70.65,China,70.08
"Pilot, airline",Transportation,Decreasing,High,47009.22,PhD,15,7291,4078,91.42,56.96,India,71.53
Geophysicist/field seismologist,Healthcare,Decreasing,Moderate,103627.6,High School,14,9490,6403,83.93,1.58,UK,48.68
Chartered accountant,IT,Decreasing,High,128778.53,Master’s Degree,17,9139,9792,86.78,91.6,USA,77.32
Product designer,Entertainment,Increasing,High,57446.78,Bachelor’s Degree,6,7121,7006,79.33,31.76,China,67.19
Land,Retail,Increasing,High,105924.77,Bachelor’s Degree,18,5782,6496,11.38,87.26,UK,63.42
"Scientist, research (maths)",Entertainment,Increasing,Low,90501.37,Bachelor’s Degree,12,326,8516,0.07,50.24,Brazil,46.32
"Editor, magazine features",Retail,Decreasing,Moderate,140883.87,High School,15,9752,3939,6.13,42.59,USA,42.74
Industrial buyer,Manufacturing,Increasing,Low,122289.54,Master’s Degree,9,9966,7658,81.25,47.53,UK,43.63
Horticultural therapist,Transportation,Increasing,Moderate,64465.34,High School,20,4924,3463,44.24,38.43,Australia,55.81
Chemical engineer,Transportation,Decreasing,Moderate,30176.11,High School,5,8442,1097,55.1,71.76,Australia,72.92
Government social research officer,Entertainment,Increasing,High,52757.13,PhD,3,1602,106,98.82,31.23,Australia,56.9
"Geneticist, molecular",Manufacturing,Decreasing,High,31319.64,Bachelor’s Degree,11,9768,1504,8.82,1.53,USA,68.06
Fashion designer,Transportation,Decreasing,Low,36071.33,Master’s Degree,8,8163,3350,96.96,44.09,USA,77.17
Radio broadcast assistant,Entertainment,Increasing,Moderate,135060.12,Master’s Degree,9,9935,3615,75.22,34.71,China,39.47
Contractor,Entertainment,Decreasing,High,80575.05,Associate Degree,16,7716,1208,48.59,51.69,USA,28.65
"Radiographer, therapeutic",Entertainment,Decreasing,High,52743.28,High School,1,3712,8358,84.0,3.38,Canada,78.1
Emergency planning/management officer,Healthcare,Increasing,Moderate,97444.31,Associate Degree,15,6901,7938,5.61,3.28,China,58.6
Site engineer,Healthcare,Decreasing,Low,104503.92,Bachelor’s Degree,6,6442,6221,89.52,79.12,China,22.65
"Administrator, sports",Retail,Decreasing,Low,114897.28,PhD,20,1822,7922,70.5,26.55,Canada,21.11
"Teacher, English as a foreign language",Finance,Decreasing,Low,75569.43,Bachelor’s Degree,14,7870,9990,20.39,52.88,Australia,20.15
Insurance broker,Transportation,Increasing,High,130006.93,Associate Degree,19,5924,2728,86.45,4.25,Canada,79.65
Child psychotherapist,Transportation,Increasing,Low,60176.86,Master’s Degree,20,9597,5743,53.17,47.27,Australia,46.18
"Nurse, children's",IT,Increasing,Low,37377.43,Bachelor’s Degree,11,3736,3134,1.39,27.79,UK,61.1
"Loss adjuster, chartered",Manufacturing,Increasing,Moderate,87996.37,Associate Degree,5,5752,9402,5.14,76.24,China,66.7
Energy engineer,Manufacturing,Decreasing,Moderate,135871.96,High School,13,1225,4194,93.49,91.34,India,51.5
Communications engineer,Entertainment,Decreasing,High,122827.52,Associate Degree,4,7785,2062,94.92,40.16,USA,29.01
Photographer,IT,Increasing,Moderate,118964.31,Associate Degree,13,668,3838,39.03,50.71,China,47.44
Air broker,Entertainment,Decreasing,High,47221.99,Associate Degree,0,4404,524,97.09,80.01,India,34.29
Secretary/administrator,Finance,Increasing,Moderate,72436.99,High School,0,3530,7892,5.59,50.27,Germany,25.65
Sports therapist,Finance,Increasing,Moderate,123924.89,PhD,15,4736,3441,20.14,95.42,Brazil,77.99
IT sales professional,Education,Increasing,Moderate,98642.15,Associate Degree,18,3618,4187,84.88,39.05,China,26.75
Claims inspector/assessor,IT,Decreasing,High,115361.75,Bachelor’s Degree,12,6132,4720,14.25,61.48,Brazil,44.99
Control and instrumentation engineer,Manufacturing,Increasing,Low,141057.77,Bachelor’s Degree,2,6635,4993,2.82,82.71,UK,70.9
"Lighting technician, broadcasting/film/video",Transportation,Decreasing,High,75659.11,PhD,14,9455,222,34.19,3.65,Brazil,78.03
Chartered management accountant,Retail,Increasing,High,109968.03,Master’s Degree,2,8808,8733,53.7,86.54,Germany,39.73
Product/process development scientist,IT,Decreasing,High,138569.51,Master’s Degree,1,8865,1657,40.53,89.0,Australia,51.43
Immunologist,Education,Decreasing,Moderate,101453.26,Master’s Degree,10,9906,4425,86.95,99.28,Australia,75.0
Jewellery designer,Manufacturing,Increasing,Moderate,141679.03,Bachelor’s Degree,14,1821,4271,86.62,50.43,China,63.11
"Designer, fashion/clothing",IT,Increasing,High,39734.95,PhD,10,6616,9716,38.01,28.66,Australia,23.81
Music tutor,Manufacturing,Decreasing,Low,95835.78,High School,16,7600,2450,65.63,31.01,China,67.03
Water engineer,Retail,Increasing,High,137880.52,Bachelor’s Degree,20,4967,9824,76.12,11.14,UK,67.99
Licensed conveyancer,Finance,Increasing,Low,84039.09,Master’s Degree,8,9100,2376,37.57,18.15,Germany,47.7
Market researcher,Healthcare,Decreasing,Moderate,57895.58,High School,5,9998,8252,13.47,85.76,Canada,43.45
"Nurse, mental health",Transportation,Decreasing,High,142762.08,Master’s Degree,1,8229,6349,51.85,93.08,India,54.07
Cabin crew,Healthcare,Decreasing,Low,142492.37,Master’s Degree,20,576,4014,99.1,27.99,Germany,62.87
"Designer, furniture",Entertainment,Increasing,Moderate,122113.6,High School,11,6245,4348,14.15,22.4,China,44.38
Database administrator,IT,Increasing,Moderate,75313.75,Associate Degree,9,1020,4226,8.91,39.43,USA,23.6
Insurance underwriter,Entertainment,Decreasing,High,68358.54,High School,0,7185,3793,95.89,2.51,Canada,79.12
Dancer,Finance,Increasing,Moderate,61783.87,Bachelor’s Degree,8,1899,8414,96.35,35.55,Australia,51.54
Translator,Education,Increasing,High,34395.44,Bachelor’s Degree,18,6143,1061,50.28,46.05,UK,46.94
"Accountant, chartered public finance",Transportation,Decreasing,Low,117972.16,High School,4,7404,4154,92.94,88.68,Australia,42.17
Commercial art gallery manager,Finance,Decreasing,Moderate,89298.52,PhD,5,8660,1831,61.63,39.98,China,47.48
Video editor,Education,Increasing,Moderate,60255.27,High School,18,8610,8096,29.58,38.5,USA,20.15
Copy,Retail,Increasing,High,125485.78,High School,10,2592,9671,69.37,40.83,Canada,58.12
Advertising art director,Retail,Increasing,Low,121962.55,Associate Degree,6,1810,4668,22.01,51.72,UK,24.82
Financial controller,Entertainment,Decreasing,Low,137729.91,Master’s Degree,8,1386,2113,99.59,16.08,China,66.32
Fine artist,Finance,Decreasing,Moderate,61167.19,Master’s Degree,5,8317,8033,71.59,43.35,UK,78.91
"Secretary, company",Manufacturing,Decreasing,High,47391.7,High School,1,7862,3951,18.41,38.55,Germany,57.46
Broadcast engineer,Education,Increasing,Low,40919.68,PhD,8,3749,5385,79.7,49.41,India,63.46
Brewing technologist,Healthcare,Decreasing,Moderate,88579.1,Associate Degree,19,5471,4938,95.14,83.98,UK,79.67
Production manager,Entertainment,Increasing,High,133299.74,Master’s Degree,19,5775,8521,6.54,6.06,China,35.24
Arts administrator,Retail,Increasing,High,129656.68,PhD,12,384,9251,83.19,99.64,Germany,28.89
Chemical engineer,IT,Decreasing,Moderate,105304.86,Associate Degree,12,6804,1591,76.36,29.29,Australia,76.16
"Clinical scientist, histocompatibility and immunogenetics",Retail,Decreasing,High,85213.71,Master’s Degree,3,4085,1647,96.37,14.74,India,30.02
Aid worker,Education,Increasing,Moderate,76786.81,PhD,17,269,5835,93.34,29.84,China,21.23
Publishing copy,Entertainment,Increasing,High,147093.01,Master’s Degree,13,7149,2320,87.14,78.76,UK,36.59
"Psychotherapist, dance movement",Education,Decreasing,High,95782.63,Master’s Degree,11,7259,6887,4.95,55.24,Australia,58.0
"Production designer, theatre/television/film",Transportation,Increasing,High,35941.01,PhD,20,5856,507,81.77,28.61,China,50.82
Corporate treasurer,IT,Increasing,Moderate,132470.3,Master’s Degree,10,4787,7242,26.01,46.01,Brazil,37.86
Marine scientist,Transportation,Decreasing,Low,40257.94,PhD,4,3939,2438,51.55,27.35,Germany,69.6
Furniture designer,Healthcare,Decreasing,Low,36746.81,High School,9,8791,7690,98.96,97.79,India,57.58
Recruitment consultant,Retail,Increasing,Low,36985.54,Master’s Degree,1,4226,3191,55.71,84.21,Germany,58.39
Forensic scientist,Healthcare,Increasing,High,60441.72,High School,13,5991,5977,66.6,52.13,Canada,35.59
Technical author,Healthcare,Increasing,Low,133903.62,Associate Degree,16,4234,3861,35.37,66.03,India,37.7
Firefighter,Entertainment,Decreasing,Low,35487.89,PhD,3,7744,2950,48.39,81.96,Germany,26.61
"Designer, blown glass/stained glass",Healthcare,Increasing,Low,113522.12,Bachelor’s Degree,11,2779,9271,11.12,18.75,UK,40.91
"Engineer, biomedical",Healthcare,Increasing,Low,142853.13,High School,13,8580,2366,31.3,56.65,UK,62.34
Occupational therapist,Retail,Increasing,Low,122869.56,High School,20,9215,2341,6.81,9.8,USA,79.56
Financial adviser,Finance,Decreasing,Moderate,108840.11,Master’s Degree,6,6884,6100,14.28,70.98,Brazil,22.39
Barista,Manufacturing,Decreasing,Moderate,113913.89,Master’s Degree,20,6055,7607,78.39,65.23,UK,51.95
Corporate investment banker,Healthcare,Increasing,Moderate,75841.81,High School,13,5371,7541,6.07,35.64,China,21.87
Secretary/administrator,Finance,Decreasing,Low,117690.94,PhD,7,1790,5859,13.17,82.63,China,31.82
Insurance underwriter,Retail,Decreasing,Moderate,104461.85,Bachelor’s Degree,18,1039,2161,77.09,54.98,USA,34.2
Archivist,IT,Increasing,Moderate,85057.85,Master’s Degree,6,6462,6203,11.68,11.22,India,61.0
"Editor, film/video",Finance,Increasing,Low,141030.62,High School,20,7887,8218,90.24,54.71,UK,75.88
"Engineer, chemical",Healthcare,Decreasing,High,31950.03,Associate Degree,20,8722,8781,71.58,91.74,India,20.69
Tourism officer,Retail,Increasing,High,107400.99,Bachelor’s Degree,10,6761,1097,50.98,42.57,UK,59.52
"Production assistant, television",Retail,Decreasing,Moderate,35243.89,Associate Degree,9,602,6126,67.88,80.08,India,62.01
"Investment banker, operational",Finance,Decreasing,Moderate,31999.0,Associate Degree,19,5488,5183,38.86,12.26,Canada,26.01
Chief Technology Officer,Education,Increasing,Low,146814.23,PhD,18,7357,9785,75.88,63.65,UK,52.62
Hydrogeologist,Manufacturing,Increasing,Moderate,101070.56,Master’s Degree,3,1529,4717,94.97,96.98,Canada,44.76
Solicitor,Retail,Decreasing,Low,108948.43,PhD,9,3377,9625,86.23,51.36,Brazil,56.52
Theme park manager,Transportation,Decreasing,Moderate,99751.26,Bachelor’s Degree,0,4739,910,9.5,77.88,Germany,62.03
Mudlogger,Entertainment,Decreasing,Low,128649.26,PhD,15,312,5065,76.15,99.66,USA,27.4
"Psychotherapist, child",Retail,Decreasing,Moderate,68497.42,Bachelor’s Degree,1,204,9607,57.97,63.01,USA,54.87
Bookseller,Healthcare,Decreasing,High,45802.44,Associate Degree,18,6676,1853,9.39,7.83,Australia,49.45
Accounting technician,Manufacturing,Decreasing,Low,42027.31,Bachelor’s Degree,0,9155,7836,2.78,59.13,Australia,66.93
Haematologist,IT,Decreasing,High,140471.72,Bachelor’s Degree,3,2442,1753,13.49,12.34,India,33.35
Software engineer,Healthcare,Decreasing,High,102875.23,PhD,5,6308,1454,36.35,1.74,Germany,23.51
Textile designer,Retail,Increasing,High,45452.45,Associate Degree,9,3145,454,31.08,0.71,China,30.02
Optometrist,Manufacturing,Decreasing,Low,83236.44,Master’s Degree,18,3301,3850,22.03,33.59,UK,64.07
"Surveyor, mining",Transportation,Increasing,Low,113165.72,Master’s Degree,1,7425,6225,47.79,63.2,China,32.38
Private music teacher,Education,Increasing,Moderate,89394.36,Associate Degree,8,301,6650,94.52,71.05,USA,76.64
Airline pilot,Education,Decreasing,High,36978.97,High School,7,3647,1516,9.49,53.25,Canada,66.86
Administrator,Education,Increasing,Moderate,134309.48,Master’s Degree,4,9567,7128,55.89,25.67,Canada,59.38
"Designer, ceramics/pottery",Healthcare,Increasing,Moderate,99146.01,High School,15,3217,2204,17.66,60.27,Brazil,70.9
"Engineer, structural",Finance,Increasing,Low,67133.97,High School,1,6733,5129,12.47,82.23,UK,78.63
"Radiographer, diagnostic",Manufacturing,Increasing,High,135659.98,Bachelor’s Degree,2,6220,4111,42.18,56.67,USA,74.37
Statistician,IT,Decreasing,Moderate,38822.41,Associate Degree,2,2428,6985,43.37,30.8,India,74.71
Advertising account planner,Manufacturing,Decreasing,Low,105034.36,Master’s Degree,8,5340,9365,31.1,49.09,USA,55.59
Youth worker,Healthcare,Decreasing,Moderate,42086.42,Master’s Degree,14,1766,755,40.1,30.84,Germany,23.94
Counselling psychologist,Transportation,Increasing,Moderate,109445.97,Master’s Degree,8,2495,7220,11.16,14.45,Brazil,23.79
Agricultural engineer,Healthcare,Increasing,Low,142403.04,Master’s Degree,13,1407,7728,25.35,28.78,Australia,44.4
Radiation protection practitioner,IT,Increasing,High,109024.99,High School,1,1881,9953,9.73,39.9,Canada,45.38
Regulatory affairs officer,IT,Decreasing,High,143398.14,High School,11,8832,1394,92.61,86.77,China,78.92
Medical laboratory scientific officer,Transportation,Decreasing,High,102122.84,Associate Degree,16,8573,8746,92.01,44.14,Canada,49.83
Corporate investment banker,Entertainment,Decreasing,Moderate,91622.97,Master’s Degree,16,9063,1841,90.12,28.64,Australia,39.24
Passenger transport manager,IT,Increasing,Moderate,74077.95,Associate Degree,15,8911,794,73.17,51.69,India,57.73
"Production designer, theatre/television/film",IT,Increasing,High,80474.52,Bachelor’s Degree,15,3141,3389,33.55,20.51,USA,46.25
Learning mentor,IT,Decreasing,Moderate,59683.17,High School,10,4141,5707,61.95,16.6,India,34.04
Advertising account executive,Manufacturing,Increasing,Moderate,87398.64,PhD,8,7612,7113,27.55,19.59,Canada,49.24
"Engineer, water",Education,Increasing,Low,130797.34,Associate Degree,4,3285,7537,31.41,65.82,Germany,49.81
Planning and development surveyor,Transportation,Increasing,Moderate,82448.38,Associate Degree,10,6799,710,32.66,94.01,USA,54.55
"Surveyor, commercial/residential",Education,Increasing,Low,56582.87,Associate Degree,9,2316,4033,77.52,19.81,UK,41.1
Television production assistant,Healthcare,Increasing,Moderate,130491.35,Bachelor’s Degree,17,4472,6161,73.16,80.51,Germany,39.67
Financial trader,Retail,Increasing,Moderate,32760.05,Bachelor’s Degree,13,1862,616,11.03,24.63,Australia,27.11
Dramatherapist,Finance,Decreasing,Moderate,53352.83,PhD,6,2918,9010,32.25,41.16,USA,63.26
Tree surgeon,Entertainment,Increasing,High,74953.03,Associate Degree,10,1515,8376,18.33,26.0,India,72.77
Occupational psychologist,Healthcare,Decreasing,High,34571.07,Bachelor’s Degree,2,6426,2090,47.5,4.17,USA,59.27
"Engineer, drilling",Entertainment,Increasing,High,127502.04,Associate Degree,11,9243,5479,57.61,41.38,Germany,63.29
English as a foreign language teacher,IT,Decreasing,Moderate,110005.71,High School,17,3990,4331,63.39,50.07,Australia,36.44
Pathologist,IT,Increasing,High,62819.65,High School,5,6595,8386,50.3,29.14,UK,70.64
Homeopath,Manufacturing,Increasing,Low,88129.69,High School,18,1934,8353,83.09,27.2,China,22.62
Chief Executive Officer,Education,Increasing,Low,49817.09,High School,4,6794,6776,59.24,54.07,UK,35.88
Ceramics designer,Healthcare,Decreasing,High,118679.18,Bachelor’s Degree,8,5792,8804,30.89,5.43,China,43.18
"Scientist, product/process development",Healthcare,Decreasing,High,82742.56,Master’s Degree,4,1515,9411,27.9,78.29,UK,44.25
Food technologist,IT,Increasing,Low,56336.88,High School,18,189,227,16.21,92.36,USA,26.58
Environmental health practitioner,Finance,Decreasing,High,64522.18,Master’s Degree,3,7433,9433,26.47,1.03,Canada,68.56
Science writer,Finance,Decreasing,High,49915.69,Associate Degree,13,6070,4010,76.93,94.33,UK,31.81
Music tutor,Manufacturing,Increasing,Moderate,73632.86,Associate Degree,9,5598,8057,19.11,20.42,China,24.66
Waste management officer,Healthcare,Increasing,Moderate,39960.84,High School,19,6111,4207,38.59,55.09,USA,63.45
Planning and development surveyor,Manufacturing,Increasing,High,90608.96,High School,10,6958,1279,27.46,57.73,Germany,66.68
Brewing technologist,Healthcare,Increasing,Moderate,51974.37,High School,19,4364,7596,33.68,71.03,Germany,50.1
Environmental consultant,Retail,Increasing,High,56074.44,High School,13,5923,8628,30.0,88.6,Brazil,46.1
"Programmer, applications",IT,Increasing,High,139253.44,Associate Degree,4,5247,6124,96.64,57.58,USA,56.42
Occupational psychologist,Transportation,Decreasing,Low,146145.28,Associate Degree,5,3500,9873,36.32,35.32,UK,78.44
"Accountant, chartered management",Manufacturing,Decreasing,Moderate,59963.97,High School,14,4412,4427,23.4,61.28,China,57.88
Automotive engineer,Manufacturing,Decreasing,High,96089.5,Bachelor’s Degree,15,5979,3181,31.39,56.61,Australia,61.3
Patent examiner,Manufacturing,Increasing,Low,50235.37,Master’s Degree,17,6690,5816,60.08,89.74,Australia,63.95
"Editor, commissioning",Retail,Decreasing,Moderate,75244.72,Master’s Degree,2,6612,9102,7.58,10.7,Canada,69.66
"Surveyor, planning and development",Finance,Increasing,Moderate,86115.38,PhD,2,5116,298,51.57,60.66,China,38.66
"Engineer, electronics",Healthcare,Increasing,High,110397.48,Bachelor’s Degree,14,1098,8507,49.55,28.88,Germany,74.5
Primary school teacher,Healthcare,Increasing,High,34150.16,Master’s Degree,18,4518,1956,17.85,2.78,USA,42.71
Cabin crew,Transportation,Increasing,Moderate,55437.57,Master’s Degree,9,8639,5324,37.0,65.33,India,50.63
"Geologist, wellsite",Retail,Decreasing,Low,37934.15,Bachelor’s Degree,10,2065,9736,72.07,35.98,USA,58.93
"Designer, industrial/product",Healthcare,Increasing,Moderate,117327.72,Bachelor’s Degree,19,887,6751,35.0,34.87,UK,56.67
Commercial/residential surveyor,Education,Increasing,Moderate,148727.86,Bachelor’s Degree,16,535,7777,28.99,96.06,UK,36.93
Wellsite geologist,Transportation,Increasing,High,45783.06,Associate Degree,14,6418,7033,27.49,51.72,Australia,49.21
Police officer,IT,Increasing,High,72174.29,Bachelor’s Degree,19,1473,8366,72.92,99.72,UK,71.41
"Civil engineer, consulting",IT,Decreasing,High,118415.15,PhD,14,4685,7652,74.27,38.86,India,65.82
"Surveyor, commercial/residential",Retail,Increasing,High,89939.5,PhD,10,1550,6058,93.78,95.83,USA,49.32
"Presenter, broadcasting",Manufacturing,Decreasing,Moderate,74561.97,High School,4,791,8069,44.0,75.36,Brazil,55.64
Print production planner,Manufacturing,Decreasing,High,111951.31,High School,2,7776,8550,80.58,29.55,Brazil,44.13
"Teacher, special educational needs",Healthcare,Decreasing,Moderate,136395.86,Associate Degree,3,2451,1032,73.89,73.48,Brazil,41.03
Industrial buyer,Transportation,Increasing,Moderate,40104.55,PhD,2,8761,6671,75.28,46.76,China,73.6
Technical author,Retail,Decreasing,Low,78288.87,Bachelor’s Degree,19,618,5911,59.47,44.95,Brazil,68.99
"Accountant, chartered public finance",Entertainment,Decreasing,Moderate,106135.09,Bachelor’s Degree,14,4963,6521,5.17,96.48,Canada,65.14
Event organiser,IT,Decreasing,Low,71471.6,Associate Degree,11,5989,6098,78.73,77.36,USA,60.39
Dealer,IT,Increasing,High,142178.94,High School,17,3145,5611,54.3,93.05,Brazil,34.17
Analytical chemist,Retail,Decreasing,Moderate,112188.74,PhD,5,3600,9769,65.2,45.26,China,40.66
Games developer,Finance,Decreasing,High,101910.07,Associate Degree,8,3691,9480,49.37,4.49,UK,60.17
Fast food restaurant manager,Education,Increasing,Moderate,119061.85,Bachelor’s Degree,2,9546,7310,32.06,46.08,Brazil,32.74
"Surveyor, planning and development",Finance,Increasing,Low,81092.03,Bachelor’s Degree,18,3031,3010,66.86,55.66,USA,33.41
"Engineer, electronics",Retail,Increasing,High,80604.85,Associate Degree,19,7254,1640,57.0,10.16,China,43.79
Neurosurgeon,Education,Decreasing,Low,60691.06,Master’s Degree,18,3604,9862,40.91,29.02,UK,53.06
Music therapist,Entertainment,Increasing,Moderate,90726.75,Master’s Degree,1,9505,5222,40.59,75.02,Australia,41.68
Medical physicist,Transportation,Decreasing,High,43400.12,PhD,16,9545,1516,44.85,62.06,Australia,38.28
Land/geomatics surveyor,Education,Decreasing,High,101233.52,Associate Degree,4,3447,2766,16.6,72.92,Germany,35.49
"Psychologist, clinical",Healthcare,Decreasing,Moderate,99035.54,Master’s Degree,6,7817,8361,46.69,1.61,Brazil,43.88
Ambulance person,Finance,Decreasing,High,139564.97,Master’s Degree,0,5762,3736,48.41,23.88,China,59.54
Chartered accountant,Entertainment,Decreasing,High,92756.17,Bachelor’s Degree,0,1637,8112,58.55,37.54,USA,75.27
Ship broker,IT,Increasing,Moderate,131929.37,Bachelor’s Degree,18,9046,9792,65.01,77.27,Canada,28.85
Energy engineer,Entertainment,Increasing,Moderate,33227.6,High School,2,6941,528,81.2,48.96,Canada,39.59
"Scientist, research (life sciences)",Healthcare,Increasing,Low,37160.63,Bachelor’s Degree,2,3942,7059,1.25,34.24,USA,51.02
Garment/textile technologist,IT,Decreasing,High,143725.87,Master’s Degree,20,8323,121,11.38,35.23,UK,30.87
"Chemist, analytical",Retail,Decreasing,High,97118.73,PhD,11,853,5904,54.79,22.28,China,30.82
"Copywriter, advertising",Manufacturing,Increasing,Low,144718.36,Associate Degree,5,6193,4531,91.87,44.71,India,58.05
Neurosurgeon,Education,Increasing,Moderate,146765.2,PhD,7,3935,9095,83.82,97.14,China,64.95
"Accountant, chartered public finance",Manufacturing,Decreasing,High,102983.22,Bachelor’s Degree,2,4103,6920,46.1,67.03,India,74.67
Special educational needs teacher,Finance,Decreasing,Moderate,141855.22,PhD,3,3123,1216,90.4,32.46,UK,39.52
"Engineer, materials",Retail,Increasing,Moderate,69405.6,Bachelor’s Degree,0,7024,3532,63.36,4.07,Germany,39.68
Land,Finance,Increasing,Moderate,82258.64,Bachelor’s Degree,0,2569,5148,78.08,24.6,UK,43.55
"Designer, blown glass/stained glass",Retail,Decreasing,High,119362.55,Bachelor’s Degree,7,1484,2093,65.3,93.6,Germany,74.12
Information officer,Education,Increasing,Moderate,67089.79,Associate Degree,4,5070,4339,40.86,56.44,China,43.89
Best boy,IT,Increasing,Moderate,127432.36,High School,14,5295,5006,63.13,43.91,China,66.78
Professor Emeritus,Manufacturing,Increasing,Moderate,147775.08,Master’s Degree,19,8203,175,24.14,38.59,China,73.43
Education administrator,Manufacturing,Decreasing,Moderate,109621.49,Bachelor’s Degree,15,6155,1781,0.94,23.11,USA,57.13
"Pharmacist, community",IT,Increasing,High,35932.02,High School,4,1303,2342,42.63,5.29,USA,49.86
"Scientist, research (medical)",Education,Increasing,High,116352.97,PhD,10,4258,4701,67.65,31.56,UK,22.06
Financial manager,Entertainment,Increasing,Moderate,111033.75,Master’s Degree,13,5282,7640,91.85,11.14,UK,76.27
Insurance risk surveyor,Education,Increasing,Moderate,104173.95,Bachelor’s Degree,3,6984,5581,98.71,32.3,Canada,76.96
Waste management officer,Entertainment,Decreasing,High,119050.91,Associate Degree,15,5900,1774,3.39,12.27,China,51.49
Consulting civil engineer,Education,Increasing,Low,59208.51,Master’s Degree,15,5258,4960,46.26,30.78,India,39.68
"Surveyor, building control",IT,Decreasing,High,147524.34,Bachelor’s Degree,10,4950,3766,66.36,38.53,UK,76.44
"Editor, film/video",Entertainment,Decreasing,Moderate,135245.93,Master’s Degree,15,1947,5450,54.39,1.23,India,65.02
Telecommunications researcher,Transportation,Decreasing,Low,75039.84,Bachelor’s Degree,17,4907,6416,74.19,34.91,UK,49.65
Community development worker,Finance,Increasing,Moderate,138255.12,PhD,6,8127,9314,44.01,33.91,Germany,68.82
Land/geomatics surveyor,Finance,Increasing,Low,108483.36,High School,20,4372,530,44.08,91.53,India,76.98
Dentist,Healthcare,Decreasing,High,90850.07,Master’s Degree,4,941,6373,87.42,55.75,India,79.26
Data processing manager,Manufacturing,Increasing,Low,72083.68,Associate Degree,5,5603,7676,43.74,10.99,Germany,59.97
Museum/gallery conservator,Healthcare,Increasing,Moderate,124257.71,Master’s Degree,11,9200,4980,23.82,3.27,Canada,54.79
"Engineer, maintenance (IT)",Entertainment,Increasing,High,111631.04,Associate Degree,3,4033,4801,90.77,16.81,Germany,35.73
Forest/woodland manager,Transportation,Decreasing,High,104788.07,Bachelor’s Degree,10,8479,1712,92.94,68.84,India,32.78
Television floor manager,Healthcare,Decreasing,Moderate,83312.59,Master’s Degree,8,8159,5142,46.84,95.05,India,49.77
Contracting civil engineer,Transportation,Increasing,Low,92960.01,Master’s Degree,16,6925,488,83.41,91.42,UK,69.17
Financial adviser,Healthcare,Increasing,High,32457.25,Associate Degree,0,1913,374,51.4,12.74,UK,44.7
Travel agency manager,Entertainment,Decreasing,High,108910.63,Associate Degree,19,2607,6421,33.36,71.44,Australia,59.25
Futures trader,Manufacturing,Increasing,High,100729.93,PhD,2,3230,9235,1.17,82.59,Germany,67.21
"Horticulturist, amenity",Manufacturing,Decreasing,Moderate,82720.44,Bachelor’s Degree,19,1671,3602,22.39,31.76,Germany,58.19
Environmental health practitioner,IT,Decreasing,Low,38228.36,Master’s Degree,10,3962,491,61.14,63.68,Canada,46.97
"Lecturer, higher education",Finance,Increasing,Moderate,104280.33,High School,12,9707,4638,53.58,26.45,USA,43.94
Multimedia specialist,IT,Increasing,Moderate,106756.49,Associate Degree,19,8853,4024,32.53,87.84,India,54.66
Lawyer,Finance,Decreasing,Low,138511.15,Bachelor’s Degree,4,1985,2390,85.8,66.14,UK,32.47
"Administrator, arts",Retail,Increasing,Low,121855.6,PhD,0,6592,1648,96.22,57.68,UK,29.38
Recruitment consultant,Manufacturing,Decreasing,High,141803.76,Associate Degree,12,8711,7930,26.59,91.54,UK,58.79
Pension scheme manager,Manufacturing,Increasing,Low,79476.01,Master’s Degree,17,9112,1891,55.79,75.58,Brazil,40.0
Clinical molecular geneticist,Healthcare,Increasing,Low,118919.63,Bachelor’s Degree,11,9372,5601,23.89,16.06,USA,39.65
Hospital doctor,Manufacturing,Decreasing,High,79823.7,High School,18,2327,7776,51.42,14.59,Australia,46.98
"Producer, television/film/video",Transportation,Increasing,High,96724.08,Master’s Degree,10,5216,8847,30.89,11.75,Brazil,51.9
Environmental education officer,IT,Increasing,Low,73698.8,PhD,5,4728,1236,32.8,23.53,USA,61.56
"Engineer, site",Education,Increasing,Low,137575.49,Bachelor’s Degree,7,9378,2998,29.6,10.05,Brazil,70.32
Commercial art gallery manager,Healthcare,Decreasing,Low,110563.27,Master’s Degree,16,9836,1580,11.83,12.48,Germany,43.42
Tree surgeon,Healthcare,Increasing,High,144602.01,Bachelor’s Degree,0,9603,3398,2.55,87.74,China,24.1
"Therapist, sports",Manufacturing,Increasing,Moderate,83069.03,Associate Degree,18,391,208,91.12,22.2,UK,36.54
Operational researcher,Manufacturing,Increasing,Low,95366.41,Master’s Degree,12,292,6344,96.37,86.86,India,25.52
Barrister's clerk,IT,Increasing,Low,37854.07,PhD,14,5114,9427,54.63,8.6,India,23.72
Primary school teacher,IT,Decreasing,Moderate,37930.24,Master’s Degree,14,4618,8794,29.42,3.09,India,35.13
Museum/gallery curator,Manufacturing,Decreasing,Moderate,47662.0,Associate Degree,7,1250,4015,45.14,77.32,India,66.07
"Restaurant manager, fast food",Entertainment,Increasing,High,149210.87,High School,16,6670,4616,58.55,17.67,India,25.32
Market researcher,Retail,Increasing,Low,131400.96,Bachelor’s Degree,10,8823,1258,83.97,4.72,China,29.37
Hydrographic surveyor,Entertainment,Increasing,Moderate,118259.44,Associate Degree,0,3036,532,57.55,13.25,China,55.39
"Administrator, sports",Healthcare,Decreasing,Low,104105.15,Associate Degree,13,4880,5732,85.62,82.6,India,31.94
Public relations officer,Retail,Increasing,High,63403.54,High School,9,7534,1984,20.82,47.5,UK,30.08
Structural engineer,Healthcare,Decreasing,High,51009.73,Bachelor’s Degree,1,8821,8414,77.77,57.67,UK,75.05
Forest/woodland manager,Transportation,Decreasing,High,113419.91,PhD,12,6032,1373,23.6,32.88,Canada,57.91
"Copywriter, advertising",Retail,Decreasing,High,42330.3,Master’s Degree,0,2466,3874,6.43,78.85,UK,32.82
"Embryologist, clinical",Healthcare,Increasing,High,56589.18,Bachelor’s Degree,18,7603,9373,22.94,76.18,Canada,37.94
"Engineer, broadcasting (operations)",IT,Increasing,Moderate,139643.43,Master’s Degree,1,8002,6696,5.28,90.06,Germany,73.18
Architectural technologist,Retail,Decreasing,Moderate,149155.98,Associate Degree,1,3896,7649,82.68,57.05,Australia,72.37
Oceanographer,Finance,Decreasing,High,107331.69,PhD,16,106,6753,30.49,9.95,Germany,75.93
"Psychotherapist, child",Entertainment,Decreasing,High,53469.44,High School,12,9508,6959,75.5,68.79,USA,62.99
Energy engineer,Finance,Increasing,Low,79510.66,High School,17,1805,5397,56.19,57.15,India,41.3
Rural practice surveyor,Entertainment,Decreasing,Low,92321.26,High School,3,6255,7605,63.01,32.7,Germany,59.19
Editorial assistant,Finance,Increasing,Low,128300.46,Master’s Degree,8,5406,9689,94.07,41.84,UK,25.64
IT trainer,Healthcare,Increasing,High,65535.14,High School,11,3353,3315,85.67,32.69,China,67.71
"Sound technician, broadcasting/film/video",Finance,Decreasing,Low,44064.8,Associate Degree,20,6688,7415,21.0,34.39,China,55.02
"Therapist, speech and language",Healthcare,Decreasing,Low,32579.31,High School,1,5281,9162,1.32,87.18,India,62.0
Retail merchandiser,Education,Decreasing,Low,94086.63,Associate Degree,5,6138,9078,15.18,18.46,Canada,28.45
Radio broadcast assistant,Retail,Decreasing,Moderate,48836.37,Associate Degree,8,4544,9577,68.6,37.04,Canada,22.61
"Administrator, arts",Manufacturing,Increasing,High,138172.48,Associate Degree,4,4401,1814,51.37,5.94,UK,43.4
Child psychotherapist,Healthcare,Decreasing,Low,73267.19,High School,1,9641,4874,88.24,43.12,Brazil,58.23
Geophysical data processor,Finance,Decreasing,High,131471.6,High School,11,937,6428,10.75,24.45,Brazil,60.69
Art therapist,Healthcare,Increasing,Moderate,136311.03,Associate Degree,3,4444,4111,41.62,50.11,USA,34.42
Learning disability nurse,Healthcare,Decreasing,Moderate,31470.17,Master’s Degree,3,7005,1317,77.44,16.94,India,51.34
Marine scientist,Healthcare,Decreasing,High,43618.17,Associate Degree,2,1192,5933,82.9,0.64,Canada,24.45
Freight forwarder,Transportation,Decreasing,Low,38468.62,Master’s Degree,8,816,8572,12.59,96.58,Brazil,30.25
"Research officer, political party",IT,Decreasing,High,135617.66,High School,3,3776,5915,13.26,31.73,India,37.0
Personnel officer,Transportation,Increasing,Low,89565.74,Associate Degree,1,2954,6905,32.06,31.5,Germany,24.64
Telecommunications researcher,Manufacturing,Decreasing,Moderate,99254.59,PhD,15,3370,1770,59.01,89.18,India,78.48
Building surveyor,Education,Increasing,Moderate,137078.44,Associate Degree,2,1712,6974,96.73,1.19,India,20.87
Insurance account manager,Finance,Decreasing,Moderate,88751.63,Associate Degree,12,132,3465,57.47,50.52,Australia,46.06
Facilities manager,Education,Decreasing,Moderate,93798.77,Associate Degree,18,6655,3606,84.63,59.7,Canada,67.22
Investment analyst,Education,Increasing,High,56176.24,Associate Degree,17,8700,1678,86.83,50.77,India,79.81
Advertising art director,Finance,Decreasing,Low,64785.27,Master’s Degree,16,164,6170,94.81,30.12,Canada,70.66
Sales promotion account executive,Transportation,Decreasing,High,47570.86,Associate Degree,6,7882,8036,79.76,97.24,Australia,54.23
Drilling engineer,Education,Increasing,Low,64078.71,Associate Degree,17,5952,307,11.98,9.96,USA,34.37
"Conservator, furniture",Education,Increasing,Moderate,90042.43,PhD,10,6188,3378,22.78,45.57,UK,47.18
"Programme researcher, broadcasting/film/video",Transportation,Decreasing,Low,85425.31,High School,6,7041,6576,0.9,12.39,Germany,42.62
Systems analyst,Finance,Increasing,Low,60289.24,Master’s Degree,17,5493,9515,55.02,81.88,UK,30.61
"Administrator, Civil Service",Manufacturing,Decreasing,Moderate,143337.09,Master’s Degree,7,7356,5173,36.22,33.2,USA,33.34
General practice doctor,Manufacturing,Increasing,Moderate,64695.19,PhD,18,338,6726,48.78,42.96,Australia,31.23
"Designer, jewellery",IT,Increasing,Low,137659.98,PhD,14,3157,166,3.96,71.49,Germany,67.12
"Scientist, clinical (histocompatibility and immunogenetics)",Retail,Increasing,Low,102851.29,Master’s Degree,3,8693,6605,79.6,82.14,Canada,60.05
Telecommunications researcher,Retail,Decreasing,Low,140733.92,Master’s Degree,9,1176,2596,16.68,49.15,UK,29.22
"Surveyor, insurance",Entertainment,Increasing,Low,134230.71,Associate Degree,5,3366,9423,48.9,15.16,India,41.28
"Exhibitions officer, museum/gallery",Finance,Increasing,High,83103.5,High School,16,9228,7325,89.73,33.11,China,35.4
Financial trader,Transportation,Decreasing,Moderate,85674.79,PhD,7,2647,3555,10.85,27.83,Germany,62.05
"Restaurant manager, fast food",Retail,Decreasing,Moderate,117621.22,Associate Degree,0,6066,7126,32.25,58.8,USA,46.65
Higher education lecturer,Entertainment,Increasing,High,143361.81,PhD,20,8616,5057,24.79,75.35,Australia,52.65
Petroleum engineer,Education,Decreasing,High,82259.71,Associate Degree,6,8516,1339,67.3,30.08,Germany,64.0
"Accountant, chartered public finance",Education,Increasing,Moderate,67226.49,PhD,18,7724,4643,34.92,69.41,USA,35.88
Technical sales engineer,Transportation,Decreasing,Low,51133.73,Bachelor’s Degree,5,9951,4420,28.41,25.4,USA,72.23
"Scientist, marine",Entertainment,Increasing,Low,82167.48,Master’s Degree,16,7276,7888,63.11,25.98,Canada,59.29
Comptroller,Education,Increasing,Moderate,96736.65,Master’s Degree,4,2520,8620,79.64,51.63,India,24.89
"Secretary, company",IT,Increasing,Moderate,51799.09,Master’s Degree,14,7676,2956,0.52,35.72,Australia,38.2
Restaurant manager,IT,Decreasing,Moderate,48477.91,Bachelor’s Degree,16,8673,6032,5.84,61.47,Brazil,58.0
Camera operator,Education,Decreasing,High,37825.96,PhD,7,5710,8747,2.09,94.25,Australia,26.33
Operations geologist,Manufacturing,Decreasing,Low,93206.54,Master’s Degree,5,4148,5011,92.96,76.14,Australia,42.42
Glass blower/designer,Finance,Decreasing,Moderate,135747.39,Associate Degree,20,9434,4112,93.62,72.75,China,38.54
Toxicologist,Entertainment,Decreasing,Low,103780.87,High School,2,440,9689,93.12,87.02,USA,62.61
Dramatherapist,Transportation,Increasing,Moderate,130712.58,PhD,14,4314,5627,60.91,42.3,UK,62.22
Product/process development scientist,Healthcare,Increasing,Low,69399.46,High School,10,7113,3370,46.8,96.04,China,39.76
Cytogeneticist,Transportation,Decreasing,Low,65590.09,Bachelor’s Degree,19,1091,108,80.47,81.52,Germany,58.18
"Engineer, civil (consulting)",Education,Decreasing,Moderate,114245.64,High School,13,6703,8990,30.78,2.72,USA,78.76
Television floor manager,Entertainment,Increasing,Low,41609.29,Master’s Degree,5,409,1559,81.61,6.33,China,57.34
Stage manager,Healthcare,Increasing,High,123366.48,PhD,10,9493,228,9.85,29.85,UK,47.27
Biomedical scientist,Entertainment,Increasing,Moderate,59183.8,Bachelor’s Degree,14,1822,3111,27.86,69.28,Canada,53.09
Accommodation manager,IT,Decreasing,High,127902.63,Associate Degree,18,7050,4034,28.34,55.6,China,56.3
Secondary school teacher,Entertainment,Decreasing,Moderate,144650.96,PhD,7,9095,6017,28.07,17.75,Brazil,26.39
"Scientist, forensic",Entertainment,Increasing,High,97079.77,High School,18,4197,6712,9.87,21.98,UK,69.02
Actor,IT,Increasing,High,115913.36,High School,4,9480,8602,51.65,17.08,Australia,64.91
Media planner,Manufacturing,Increasing,High,90289.64,Master’s Degree,10,9826,9875,57.35,83.14,UK,52.04
Contractor,Education,Decreasing,High,122233.28,Associate Degree,3,9341,6943,44.73,43.71,Australia,31.04
Energy engineer,Finance,Decreasing,High,129013.34,High School,19,2265,8019,28.61,39.45,Brazil,77.75
"Surveyor, hydrographic",Education,Increasing,Low,58084.64,Bachelor’s Degree,18,767,9529,26.49,53.42,Brazil,28.59
"Programmer, applications",Manufacturing,Decreasing,Low,87668.62,Associate Degree,11,9217,2458,77.08,67.45,India,28.61
"Journalist, broadcasting",IT,Increasing,High,35089.04,Associate Degree,18,423,2152,75.04,30.86,Canada,56.72
Seismic interpreter,Finance,Increasing,High,61737.13,Associate Degree,11,2475,6551,74.5,26.38,Australia,26.65
Biomedical engineer,Healthcare,Increasing,Moderate,72256.01,High School,15,6326,8565,65.92,50.52,UK,41.0
"Engineer, civil (consulting)",Transportation,Increasing,Moderate,123451.04,PhD,3,2840,2615,0.9,32.69,UK,38.46
"Sound technician, broadcasting/film/video",Transportation,Increasing,High,41626.18,Bachelor’s Degree,18,4709,9803,80.31,49.11,China,21.24
Hospital pharmacist,Healthcare,Decreasing,Low,116803.63,Bachelor’s Degree,13,684,7513,70.35,26.99,USA,72.34
Museum/gallery conservator,Healthcare,Decreasing,High,44281.82,Master’s Degree,19,2819,4400,71.39,51.57,UK,72.31
"Doctor, general practice",IT,Decreasing,High,112019.23,PhD,8,2233,6282,44.3,92.16,Germany,52.92
Health and safety inspector,Education,Decreasing,Moderate,32086.02,Master’s Degree,5,6648,1732,18.96,20.71,India,41.8
Science writer,Manufacturing,Decreasing,Low,132767.94,High School,5,9141,3570,60.84,58.51,UK,26.17
Graphic designer,Finance,Increasing,High,121789.84,Associate Degree,6,7011,8350,57.4,19.77,Brazil,35.16
Set designer,Entertainment,Increasing,Low,80401.7,Master’s Degree,19,2605,7354,10.15,21.99,USA,30.62
"Teacher, music",Healthcare,Decreasing,Moderate,67922.22,Bachelor’s Degree,16,3726,8061,40.54,33.28,China,51.83
Charity officer,Education,Increasing,High,108796.95,Associate Degree,2,5996,3950,76.18,44.28,UK,27.79
"Psychotherapist, child",Retail,Decreasing,High,67400.87,Associate Degree,15,7434,2152,0.03,86.92,India,67.23
Bookseller,Finance,Decreasing,Low,110726.46,Bachelor’s Degree,12,4991,8090,6.73,51.9,China,62.27
Dancer,Education,Decreasing,Moderate,61077.16,PhD,19,8025,2793,51.13,96.2,Canada,64.51
Ambulance person,IT,Decreasing,Low,58359.36,Master’s Degree,10,9319,6198,19.93,23.35,Germany,66.01
Writer,Entertainment,Increasing,High,114743.99,Master’s Degree,8,3834,8519,78.65,11.68,UK,46.94
Equality and diversity officer,Healthcare,Increasing,Moderate,46372.25,Associate Degree,20,5132,9700,43.89,81.96,China,78.21
Occupational psychologist,Manufacturing,Increasing,Moderate,65133.4,Associate Degree,4,4879,1564,42.04,3.58,Germany,59.41
Sub,Manufacturing,Increasing,Low,136042.91,Associate Degree,0,4606,7043,52.56,12.51,Canada,52.72
"Therapist, music",Education,Decreasing,Low,87895.14,High School,20,7171,10000,3.61,76.86,India,68.65
"Engineer, production",Education,Increasing,Low,68414.82,High School,14,1925,3422,5.57,90.43,USA,40.4
Exercise physiologist,Finance,Decreasing,Low,113940.41,Master’s Degree,17,5973,9556,50.29,50.79,USA,77.52
"Investment banker, operational",Education,Increasing,High,72228.59,PhD,14,522,1355,46.03,60.8,UK,67.42
Museum/gallery exhibitions officer,Transportation,Decreasing,High,103897.33,PhD,9,2241,8982,56.05,79.48,Canada,76.66
Futures trader,Manufacturing,Increasing,Low,81216.93,PhD,1,2906,5970,98.26,56.79,China,55.26
Theme park manager,Retail,Increasing,Moderate,59174.05,PhD,17,326,9143,96.04,11.37,USA,46.22
Art gallery manager,Retail,Increasing,Moderate,147669.21,High School,20,1644,7632,86.64,41.42,Germany,41.97
Intelligence analyst,Education,Decreasing,High,94804.8,Master’s Degree,13,4476,6933,31.1,92.36,USA,72.79
Academic librarian,Transportation,Increasing,High,94087.83,Master’s Degree,13,4693,3808,48.35,24.55,Canada,37.0
Lobbyist,Manufacturing,Decreasing,High,84456.07,High School,5,8858,6231,46.28,0.31,USA,27.19
Commissioning editor,Education,Increasing,Low,64157.25,Bachelor’s Degree,18,5843,4693,0.75,92.18,Australia,47.44
Orthoptist,IT,Decreasing,Low,58585.83,High School,10,9032,9047,57.69,24.05,USA,65.81
Sales executive,IT,Increasing,High,144352.4,Associate Degree,3,9021,5165,28.75,82.1,Canada,50.04
Education administrator,Healthcare,Increasing,High,30801.69,Master’s Degree,3,5643,8624,36.08,62.33,Brazil,52.59
Lobbyist,Manufacturing,Decreasing,High,113238.47,Bachelor’s Degree,15,8605,8154,50.56,82.13,Germany,41.8
Energy engineer,Entertainment,Decreasing,Low,84813.55,PhD,0,2055,5118,71.15,72.86,Australia,65.27
Insurance claims handler,Entertainment,Increasing,Low,148610.83,Bachelor’s Degree,6,7847,5309,81.98,16.45,Germany,43.09
"Psychotherapist, dance movement",Finance,Decreasing,Low,144421.39,Bachelor’s Degree,1,8450,3341,12.16,63.7,USA,23.26
Ecologist,Education,Decreasing,Moderate,75140.48,Associate Degree,14,6329,1854,85.48,38.96,China,52.18
Educational psychologist,Manufacturing,Decreasing,Low,128791.09,High School,20,3102,3322,63.45,76.4,India,22.61
Clinical psychologist,Healthcare,Increasing,High,100718.3,Bachelor’s Degree,7,4720,366,6.5,16.25,Germany,51.34
"Administrator, Civil Service",Transportation,Increasing,High,54140.21,Master’s Degree,4,3707,8369,17.97,62.54,UK,45.34
Politician's assistant,Finance,Decreasing,Moderate,127396.69,Bachelor’s Degree,15,3582,5296,91.35,71.92,Brazil,23.75
Event organiser,Manufacturing,Decreasing,Moderate,122735.44,PhD,0,1170,3951,45.31,88.21,Canada,51.79
IT consultant,Entertainment,Decreasing,High,136216.87,High School,8,3181,8319,84.71,23.07,Brazil,33.82
Environmental education officer,IT,Increasing,High,148838.82,High School,20,9153,5765,43.78,11.19,Brazil,61.68
Gaffer,Healthcare,Increasing,High,48891.18,High School,13,5791,1955,75.85,52.39,Germany,42.38
"Editor, commissioning",Entertainment,Decreasing,Moderate,134135.11,Associate Degree,6,1629,5964,91.08,19.91,Australia,28.25
Cabin crew,IT,Decreasing,Moderate,126558.53,PhD,4,6067,4588,79.74,62.23,India,29.8
Sales promotion account executive,Finance,Increasing,Moderate,112965.57,Bachelor’s Degree,7,2047,8669,44.24,26.34,Canada,31.76
Professor Emeritus,IT,Increasing,High,126044.09,Master’s Degree,20,6504,5601,97.81,8.12,China,62.48
Minerals surveyor,Retail,Increasing,Moderate,38400.42,PhD,20,641,4690,33.77,77.91,USA,79.25
"Teacher, early years/pre",IT,Increasing,Low,112753.11,Master’s Degree,11,4761,5924,89.69,99.44,Australia,51.04
Television camera operator,Entertainment,Increasing,Moderate,101166.28,Bachelor’s Degree,7,5196,6716,96.98,46.27,Brazil,52.45
Product/process development scientist,Entertainment,Decreasing,High,63947.01,Bachelor’s Degree,13,9781,1075,32.64,62.33,China,25.84
Midwife,Finance,Increasing,High,98926.72,Associate Degree,8,7245,4459,3.07,61.51,Australia,28.32
Sport and exercise psychologist,Finance,Decreasing,High,86134.77,Bachelor’s Degree,5,8801,5643,77.87,60.15,Australia,62.83
"Social research officer, government",Education,Decreasing,Low,70195.44,PhD,16,2999,250,75.34,64.46,India,44.36
"Scientist, clinical (histocompatibility and immunogenetics)",Entertainment,Increasing,High,54295.89,High School,17,4510,5740,44.58,10.73,China,68.43
Broadcast presenter,Finance,Decreasing,Low,83741.42,Bachelor’s Degree,20,9702,1980,50.71,92.6,India,77.97
Youth worker,IT,Increasing,Low,102074.33,Bachelor’s Degree,7,7999,6029,2.01,40.87,Germany,33.73
"Therapist, music",Retail,Increasing,High,56473.65,High School,0,6520,9726,79.4,69.95,India,42.9
"Librarian, academic",Healthcare,Decreasing,High,89922.3,Bachelor’s Degree,0,662,3116,67.43,93.78,UK,23.37
Systems developer,Healthcare,Decreasing,Low,59262.61,PhD,1,7942,704,84.05,29.15,Brazil,40.09
Civil Service administrator,IT,Increasing,Moderate,66155.51,Bachelor’s Degree,20,6984,3404,37.4,9.93,UK,47.48
Academic librarian,Transportation,Increasing,Low,112732.75,PhD,12,7280,1083,34.52,49.0,Australia,51.94
Aid worker,Retail,Decreasing,High,96370.15,Bachelor’s Degree,5,3842,2388,84.92,56.99,Canada,53.71
Dramatherapist,Transportation,Increasing,Low,70624.3,Bachelor’s Degree,8,1929,4674,17.95,2.92,Canada,54.78
Energy engineer,IT,Decreasing,Low,80936.93,PhD,20,841,6921,16.32,16.53,India,52.22
Ceramics designer,Manufacturing,Increasing,High,127761.73,Associate Degree,20,1335,1932,72.2,94.29,USA,22.57
Company secretary,IT,Decreasing,Low,117123.79,Bachelor’s Degree,6,4926,4568,57.09,60.35,UK,48.58
"Scientist, marine",Retail,Decreasing,Low,116007.33,PhD,15,8056,6902,12.04,72.9,Australia,41.11
"Journalist, broadcasting",Entertainment,Decreasing,Moderate,116257.95,Associate Degree,0,759,719,79.02,84.25,UK,78.74
Rural practice surveyor,Finance,Decreasing,Moderate,84489.22,Associate Degree,10,9205,7343,82.2,95.74,Canada,48.57
"Pharmacist, community",Manufacturing,Increasing,Low,71528.19,Associate Degree,11,4149,5304,88.76,99.84,India,23.24
Video editor,Education,Increasing,High,102950.74,PhD,1,4430,3726,93.42,84.39,Canada,41.29
Hydrographic surveyor,Education,Decreasing,Low,81709.18,High School,17,317,6814,82.58,12.47,India,58.61
Building surveyor,IT,Increasing,Moderate,119665.58,Bachelor’s Degree,4,1298,7466,39.99,82.65,UK,50.16
Advertising copywriter,Transportation,Decreasing,Moderate,31721.16,Bachelor’s Degree,8,9756,8244,13.48,50.24,UK,63.49
"Designer, fashion/clothing",Entertainment,Increasing,Moderate,39886.42,Bachelor’s Degree,0,7091,2070,48.03,75.73,India,28.72
Systems developer,Entertainment,Decreasing,Moderate,124948.55,Bachelor’s Degree,13,7331,6343,45.85,36.29,Brazil,57.52
Bonds trader,Entertainment,Decreasing,Moderate,81744.18,Associate Degree,4,8050,4064,61.68,32.01,UK,73.92
Energy engineer,Education,Decreasing,High,98361.86,Associate Degree,13,4251,5242,9.96,92.98,Brazil,64.87
"Development worker, community",Manufacturing,Increasing,Moderate,45542.66,Associate Degree,10,7546,759,93.57,56.6,Germany,21.66
"Teacher, secondary school",Education,Decreasing,Low,41403.25,Associate Degree,14,1013,1594,7.37,96.5,USA,31.49
Consulting civil engineer,IT,Decreasing,Moderate,144792.39,PhD,11,1097,2141,15.06,79.31,Brazil,32.54
"Designer, industrial/product",IT,Increasing,Low,46572.49,PhD,18,2619,8893,77.67,10.66,USA,50.53
Psychiatrist,Transportation,Increasing,Low,135872.52,Associate Degree,6,4852,8799,47.59,49.09,Canada,74.38
Arts administrator,Healthcare,Decreasing,Moderate,60839.08,Associate Degree,13,8855,5741,13.43,91.21,Germany,35.94
"Surveyor, quantity",Healthcare,Increasing,Low,87559.7,Master’s Degree,16,890,2226,38.01,69.25,China,38.72
Conference centre manager,Transportation,Increasing,Moderate,47176.05,High School,16,9788,2603,32.85,20.58,Australia,28.7
"Engineer, production",Entertainment,Increasing,Moderate,70515.29,Bachelor’s Degree,13,6222,7479,88.95,87.87,Germany,37.69
Wellsite geologist,Healthcare,Decreasing,Moderate,88787.75,Master’s Degree,19,859,4125,56.55,67.06,Brazil,26.98
Immunologist,Healthcare,Increasing,Moderate,43863.17,PhD,13,3864,1473,16.78,29.84,UK,69.02
Physiotherapist,Manufacturing,Decreasing,High,114915.82,Bachelor’s Degree,3,3688,4254,9.07,61.33,Canada,59.45
Chiropodist,Finance,Decreasing,High,43610.57,Bachelor’s Degree,12,1482,138,5.78,41.24,USA,33.03
Solicitor,Transportation,Decreasing,Moderate,66867.8,Associate Degree,6,8186,1337,22.89,87.53,China,76.66
"Administrator, Civil Service",IT,Increasing,Moderate,47811.08,Master’s Degree,12,3757,6723,2.15,11.75,India,51.54
"Production designer, theatre/television/film",Entertainment,Decreasing,High,143801.68,PhD,5,4569,1761,39.62,89.02,Australia,40.18
"Nurse, mental health",Entertainment,Increasing,Low,38992.3,Bachelor’s Degree,12,5445,7321,9.11,84.8,China,62.04
"Programme researcher, broadcasting/film/video",Healthcare,Decreasing,Moderate,40637.75,Master’s Degree,13,6845,9084,59.06,38.43,UK,49.65
"Scientist, product/process development",Entertainment,Decreasing,High,149964.42,High School,9,9899,4095,53.42,43.0,China,46.81
"Teacher, secondary school",Finance,Decreasing,Low,45068.91,Associate Degree,15,9608,5046,36.68,93.5,Brazil,61.06
Government social research officer,Healthcare,Increasing,High,119700.47,Associate Degree,19,6209,1116,8.79,28.69,USA,42.65
"Sales professional, IT",Retail,Decreasing,Low,74960.73,Bachelor’s Degree,18,9577,5534,53.34,47.48,India,39.92
Magazine journalist,Manufacturing,Decreasing,High,46892.62,Bachelor’s Degree,11,3469,6641,48.82,42.82,Australia,47.84
"Engineer, land",Finance,Increasing,Moderate,99698.68,Bachelor’s Degree,13,9089,4916,97.51,91.08,USA,62.22
Marine scientist,Transportation,Increasing,Moderate,89667.11,Bachelor’s Degree,18,5648,5616,95.82,34.17,Australia,78.04
"Psychologist, educational",Transportation,Increasing,High,39500.34,High School,18,4406,2927,97.04,31.41,Canada,35.56
Medical illustrator,Transportation,Decreasing,Low,137599.39,Associate Degree,13,3848,7242,65.47,62.07,Australia,50.72
"Engineer, automotive",Transportation,Decreasing,Low,87610.03,Associate Degree,6,5301,6979,28.89,56.48,UK,28.16
"Engineer, biomedical",Healthcare,Decreasing,Low,128023.28,Associate Degree,12,4196,7955,81.8,57.11,USA,21.0
Commercial horticulturist,Finance,Decreasing,Low,115911.61,Master’s Degree,17,7774,7673,86.02,78.8,China,53.79
Public relations officer,Healthcare,Increasing,High,33029.02,High School,5,9209,7831,70.78,17.98,India,40.66
Optometrist,Retail,Decreasing,Low,120717.59,PhD,13,6789,8725,77.96,35.06,Germany,27.69
"Librarian, academic",Entertainment,Increasing,High,50297.94,Master’s Degree,13,4881,2164,57.23,1.51,India,75.84
Emergency planning/management officer,Manufacturing,Decreasing,Low,128786.98,High School,16,7192,5837,11.27,89.55,Canada,44.62
"Radiographer, therapeutic",Manufacturing,Increasing,Moderate,44032.68,Master’s Degree,4,6794,9966,93.67,77.78,USA,31.39
Water quality scientist,Transportation,Increasing,Low,77721.31,High School,10,1805,4753,63.19,68.25,USA,65.1
Computer games developer,Entertainment,Increasing,Moderate,90897.66,High School,8,2666,9097,66.18,42.51,China,65.54
Film/video editor,Manufacturing,Decreasing,Low,129932.16,Master’s Degree,12,231,1221,59.9,17.43,USA,69.16
Police officer,Finance,Increasing,Low,47879.41,Bachelor’s Degree,9,6716,7383,99.16,34.22,India,69.22
Magazine features editor,Manufacturing,Decreasing,High,125849.98,Master’s Degree,11,7164,3250,20.08,43.66,Canada,68.23
Editorial assistant,Entertainment,Decreasing,High,130166.95,PhD,15,9130,5904,99.26,40.21,Canada,32.0
"Engineer, chemical",Manufacturing,Increasing,Moderate,45085.92,Associate Degree,18,8854,7859,45.0,22.81,Canada,72.02
"Research officer, government",Education,Increasing,Moderate,140050.64,Bachelor’s Degree,9,1653,297,38.55,24.01,Germany,61.46
Actor,IT,Increasing,Moderate,123579.57,Associate Degree,15,5690,6953,27.13,71.52,Brazil,36.09
"Teacher, adult education",Entertainment,Increasing,High,90268.75,Master’s Degree,4,4215,4490,9.21,75.53,India,58.64
"Engineer, chemical",Retail,Decreasing,High,61232.68,High School,18,8379,4648,8.05,51.05,UK,46.45
"Designer, interior/spatial",Retail,Increasing,Moderate,123223.66,High School,19,6208,1837,76.09,1.18,Brazil,25.22
Landscape architect,Retail,Increasing,Low,63855.27,Bachelor’s Degree,17,844,210,44.84,94.71,UK,70.51
"Presenter, broadcasting",Manufacturing,Decreasing,Moderate,62304.51,Master’s Degree,6,4139,9682,25.76,97.36,Brazil,33.65
"Psychologist, clinical",Finance,Decreasing,Moderate,126282.52,High School,4,6337,9062,60.72,40.39,USA,58.32
Transport planner,Retail,Decreasing,Low,120471.0,Master’s Degree,14,4944,4242,28.18,75.38,Canada,41.09
"Conservation officer, nature",Transportation,Decreasing,High,101241.93,High School,16,2804,9093,85.06,20.32,India,66.42
Public affairs consultant,IT,Decreasing,Moderate,68128.92,PhD,10,4414,2353,94.7,87.67,UK,47.76
"Scientist, marine",Transportation,Increasing,Moderate,40815.98,PhD,8,4158,3790,98.65,40.72,UK,35.44
Data scientist,Education,Increasing,High,138332.71,Associate Degree,12,9171,1416,42.13,9.52,China,28.24
Food technologist,IT,Increasing,Moderate,134440.87,High School,2,8369,1615,7.17,66.47,India,24.33
TEFL teacher,Education,Increasing,High,146274.01,PhD,3,1124,3351,58.52,80.68,USA,27.65
"Administrator, charities/voluntary organisations",Entertainment,Decreasing,Moderate,51821.13,High School,11,1347,9982,87.05,33.78,China,58.57
Museum/gallery exhibitions officer,Transportation,Decreasing,Low,138688.66,PhD,13,982,612,66.98,45.62,Brazil,61.04
Environmental consultant,Finance,Decreasing,High,32701.49,Bachelor’s Degree,6,6371,9959,50.46,50.16,Canada,41.94
Production manager,Retail,Decreasing,Moderate,118267.64,Associate Degree,5,9279,4925,44.32,10.14,Germany,45.94
Trade union research officer,Manufacturing,Decreasing,Moderate,103359.04,Bachelor’s Degree,20,9938,3924,83.59,62.78,China,44.53
Environmental education officer,Manufacturing,Decreasing,Low,137745.98,PhD,8,3806,8384,43.62,42.26,China,57.55
Magazine journalist,Healthcare,Decreasing,High,125253.71,Associate Degree,2,1574,7355,40.06,41.99,Australia,58.43
Planning and development surveyor,Entertainment,Decreasing,Moderate,53934.27,Associate Degree,9,9182,3500,68.46,10.77,China,23.22
Media buyer,Education,Increasing,High,64220.09,High School,14,2004,6584,71.27,13.69,Germany,77.39
Dietitian,Education,Decreasing,High,98114.85,PhD,14,5853,672,33.29,10.45,Brazil,46.14
Forensic psychologist,IT,Increasing,Moderate,91764.7,Master’s Degree,14,5063,3728,46.32,34.63,Germany,78.16
Film/video editor,Finance,Decreasing,High,134676.01,Associate Degree,7,6520,9411,41.43,54.7,Canada,67.02
IT trainer,Transportation,Increasing,Low,80405.82,PhD,14,3991,7253,99.82,31.72,Australia,45.0
Radio producer,IT,Decreasing,Low,95292.64,High School,12,6905,2162,18.24,14.82,Germany,62.47
"Engineer, production",Transportation,Decreasing,Moderate,54406.58,Bachelor’s Degree,17,8127,343,87.67,56.62,Canada,50.61
Art gallery manager,Manufacturing,Decreasing,Low,96771.96,PhD,11,5016,3007,67.28,28.81,UK,43.49
Community arts worker,Retail,Increasing,Moderate,67027.45,Associate Degree,0,5714,5810,50.0,29.83,Brazil,42.09
Records manager,Transportation,Decreasing,Moderate,97332.07,Associate Degree,9,5101,7044,4.67,50.26,Canada,54.23
"Education officer, museum",Retail,Decreasing,Moderate,91613.77,Associate Degree,16,4250,3839,45.19,18.58,Canada,29.96
Maintenance engineer,Retail,Decreasing,High,108075.44,Bachelor’s Degree,5,9712,8909,38.95,42.13,Australia,65.66
"Engineer, automotive",Entertainment,Increasing,Low,144601.25,PhD,9,3457,359,21.44,98.1,India,77.74
"Engineer, aeronautical",Healthcare,Decreasing,Low,82698.13,PhD,20,8305,6830,79.75,85.74,USA,68.0
Naval architect,Entertainment,Decreasing,High,63750.57,High School,5,5990,8708,17.99,92.7,India,41.11
Building surveyor,Transportation,Increasing,Low,50790.46,Bachelor’s Degree,9,9023,4796,28.03,13.94,Germany,37.79
Higher education lecturer,Retail,Decreasing,High,56941.2,Bachelor’s Degree,20,4381,9819,44.14,22.68,Brazil,27.18
Field seismologist,Entertainment,Decreasing,Low,125354.94,High School,19,4128,8196,74.31,65.53,Brazil,50.55
Physiotherapist,Healthcare,Increasing,Moderate,67101.51,Bachelor’s Degree,11,6128,5021,12.77,3.2,USA,77.68
Soil scientist,Healthcare,Increasing,High,41448.74,High School,2,4641,2152,93.04,90.68,China,45.8
Information officer,Manufacturing,Increasing,Low,143551.67,Master’s Degree,13,9699,4493,85.32,35.93,UK,40.58
"Engineer, structural",Finance,Increasing,High,65941.59,High School,9,4254,5790,96.89,59.38,Canada,28.95
Hospital pharmacist,Healthcare,Increasing,High,86574.16,High School,1,8866,1093,17.2,11.9,UK,63.43
Nutritional therapist,Retail,Decreasing,Low,62230.63,Master’s Degree,19,6292,8381,10.36,5.77,Germany,49.41
Exercise physiologist,Entertainment,Decreasing,High,68945.27,Master’s Degree,1,2570,3351,92.52,46.93,UK,49.95
"Surveyor, quantity",Finance,Decreasing,Low,66996.0,High School,12,9311,9224,15.19,80.45,Australia,66.81
Horticultural consultant,Transportation,Increasing,Moderate,55602.58,High School,16,4450,7817,54.03,67.08,Germany,46.13
Television production assistant,Manufacturing,Increasing,Moderate,95188.81,Associate Degree,19,1616,9626,26.61,15.06,Canada,54.29
Museum/gallery curator,Finance,Decreasing,Moderate,83431.87,Associate Degree,11,7950,5845,82.01,61.68,UK,30.55
Music tutor,Finance,Increasing,High,79711.46,Master’s Degree,0,4784,1461,12.92,4.98,USA,67.52
Advertising account planner,Retail,Decreasing,High,73178.32,High School,10,7894,8578,21.39,6.12,Brazil,23.19
"Scientist, forensic",Healthcare,Increasing,Low,142650.59,High School,17,482,249,87.24,20.92,China,57.56
"Research officer, trade union",Entertainment,Decreasing,Moderate,138582.84,High School,18,787,6542,79.92,65.04,Germany,20.19
Financial planner,Transportation,Decreasing,Moderate,120787.73,Associate Degree,19,9209,512,0.21,29.44,India,54.4
Further education lecturer,Manufacturing,Decreasing,Moderate,65956.79,Master’s Degree,20,4932,8631,22.24,50.51,Canada,34.23
Fisheries officer,Retail,Increasing,High,74574.34,High School,5,4588,4476,76.44,65.41,Australia,48.75
Audiological scientist,Entertainment,Decreasing,Low,40266.12,PhD,16,4256,5664,41.2,0.66,USA,76.49
Microbiologist,IT,Decreasing,High,41446.6,High School,17,9898,3506,92.87,46.65,India,66.74
"Designer, graphic",Entertainment,Increasing,Low,114452.28,PhD,4,6775,2540,77.41,67.84,Canada,28.84
"Psychotherapist, child",Finance,Decreasing,High,71515.69,Associate Degree,6,5027,5655,79.04,66.68,China,50.78
Heritage manager,Finance,Increasing,Moderate,115363.4,Associate Degree,12,5566,7148,85.44,46.57,Canada,41.22
Music therapist,IT,Decreasing,Low,30222.79,PhD,11,8429,6539,44.17,15.43,Germany,65.52
"Engineer, maintenance",Healthcare,Increasing,High,40305.58,PhD,16,3321,8441,26.06,20.99,Brazil,25.66
Training and development officer,Manufacturing,Increasing,High,93935.54,Associate Degree,8,3375,7199,26.59,3.48,Brazil,26.94
"Engineer, civil (contracting)",IT,Decreasing,High,36939.4,Associate Degree,3,7799,9355,57.27,48.25,Canada,48.83
Armed forces training and education officer,IT,Increasing,High,59737.28,PhD,1,9221,1965,54.97,19.51,Germany,79.78
Systems analyst,Transportation,Decreasing,High,146584.63,Associate Degree,19,2573,8179,93.03,59.43,Australia,30.33
Interpreter,IT,Increasing,Moderate,120819.53,Master’s Degree,12,4494,2907,61.43,76.93,UK,74.93
Dramatherapist,Entertainment,Decreasing,Low,104987.57,Master’s Degree,10,2316,5480,73.24,75.51,India,22.0
"Solicitor, Scotland",Transportation,Decreasing,High,69302.87,Associate Degree,14,1741,3064,35.35,78.07,China,27.16
Tax adviser,Healthcare,Decreasing,Low,137859.86,Master’s Degree,18,2527,309,69.77,4.22,China,75.42
Banker,Education,Increasing,Moderate,57794.61,PhD,5,3202,8017,97.76,1.55,China,61.04
"Administrator, charities/voluntary organisations",Transportation,Decreasing,High,113978.95,PhD,8,7126,5833,98.33,33.21,China,65.09
Corporate treasurer,Finance,Decreasing,Low,94782.84,PhD,17,3523,3891,13.09,19.77,Australia,21.06
Field trials officer,IT,Decreasing,High,136997.81,Master’s Degree,14,8230,6103,59.19,76.47,UK,33.62
Pensions consultant,Finance,Increasing,Low,47703.32,Associate Degree,18,3071,7991,91.36,51.9,USA,73.1
Further education lecturer,Education,Increasing,Moderate,102612.3,Master’s Degree,15,5823,7595,34.44,59.83,China,78.48
"Surveyor, building",Education,Increasing,Low,45501.57,PhD,5,4315,3229,39.76,12.69,Brazil,51.06
Microbiologist,Manufacturing,Decreasing,Low,60830.82,Master’s Degree,6,1934,5724,79.8,20.08,UK,72.96
Customer service manager,Retail,Decreasing,Moderate,74197.04,Master’s Degree,8,6191,592,74.09,77.28,India,57.15
Chiropodist,IT,Increasing,Low,148715.2,Bachelor’s Degree,15,6575,5836,22.1,98.5,China,24.61
Geoscientist,Finance,Decreasing,Moderate,62420.32,Associate Degree,19,5272,3936,80.26,4.23,India,70.76
"Psychologist, occupational",Retail,Increasing,Moderate,65739.35,Associate Degree,14,4422,6868,87.1,82.41,USA,40.49
"Designer, exhibition/display",Transportation,Increasing,Low,87977.07,Associate Degree,3,2231,5646,86.72,5.35,USA,74.68
Government social research officer,Healthcare,Decreasing,High,107933.0,High School,3,2310,9645,71.3,75.59,China,76.43
Fashion designer,Entertainment,Increasing,Low,61666.16,Master’s Degree,6,7973,1128,49.67,61.06,Germany,72.25
Training and development officer,Entertainment,Increasing,Low,46511.18,Master’s Degree,1,1287,9672,83.09,22.78,Germany,41.01
Chief Technology Officer,Entertainment,Increasing,Moderate,126889.74,PhD,0,8406,9174,43.07,85.85,USA,75.27
"Surveyor, minerals",Transportation,Decreasing,Moderate,94293.12,High School,9,258,581,59.09,28.99,Brazil,28.97
Farm manager,Retail,Increasing,Moderate,148776.02,PhD,14,7279,8809,55.45,37.1,Australia,42.53
Copy,Education,Increasing,High,109859.1,Bachelor’s Degree,9,7185,1607,71.58,42.45,USA,45.77
Horticultural consultant,Entertainment,Increasing,High,138180.71,PhD,8,1890,5504,61.64,16.56,Canada,52.13
Materials engineer,Finance,Decreasing,Moderate,62668.13,Bachelor’s Degree,3,6641,6427,30.79,36.82,India,74.97
Geochemist,Transportation,Decreasing,Moderate,68678.12,Associate Degree,4,4148,2612,85.41,32.91,India,41.44
Petroleum engineer,Finance,Increasing,High,115170.17,Associate Degree,7,6473,2183,9.96,18.45,China,57.12
"Scientist, research (maths)",Education,Increasing,Low,98440.79,Bachelor’s Degree,7,5089,7928,9.73,63.5,UK,47.36
Environmental manager,Retail,Decreasing,High,147814.57,High School,0,9266,7206,50.21,55.75,Germany,39.35
Sales executive,Transportation,Increasing,Low,115231.55,Master’s Degree,3,7984,9290,48.55,38.18,India,21.44
Cabin crew,Finance,Decreasing,High,88323.23,Associate Degree,17,2912,3609,88.36,71.52,Canada,44.9
Tourism officer,Transportation,Increasing,High,35757.65,Bachelor’s Degree,9,2140,5000,62.29,78.85,Canada,47.4
Microbiologist,Manufacturing,Increasing,Moderate,75233.89,Associate Degree,3,4466,1829,86.87,41.04,Germany,53.57
Materials engineer,Education,Increasing,Moderate,80845.6,High School,0,1102,4604,53.55,0.44,Germany,37.25
Marine scientist,Healthcare,Decreasing,High,79584.92,High School,13,5808,3843,40.66,26.95,India,57.45
English as a foreign language teacher,Manufacturing,Decreasing,Moderate,78190.39,Bachelor’s Degree,12,5620,4572,12.51,66.95,USA,24.24
"Engineer, structural",Transportation,Decreasing,High,125746.39,Associate Degree,12,6991,8096,97.22,66.56,Australia,30.48
Site engineer,Entertainment,Increasing,Low,148499.41,Bachelor’s Degree,20,7467,3683,62.75,89.87,China,36.3
Barista,IT,Decreasing,High,84564.46,High School,12,8501,6698,21.89,34.88,Brazil,70.79
"Accountant, chartered management",Healthcare,Increasing,Low,121700.0,Associate Degree,16,1057,1793,49.19,23.21,Germany,45.61
Graphic designer,Finance,Decreasing,Low,120450.59,Master’s Degree,3,3197,3615,19.1,47.96,China,64.93
"Surveyor, planning and development",Retail,Increasing,Low,80179.52,Master’s Degree,2,8990,9281,94.76,48.95,UK,69.63
"Runner, broadcasting/film/video",Healthcare,Decreasing,High,87999.13,Master’s Degree,19,3786,7169,61.98,58.36,Australia,26.06
Financial risk analyst,Healthcare,Increasing,High,106023.51,Associate Degree,8,3652,6749,51.45,88.23,Canada,58.04
Merchant navy officer,Education,Decreasing,Moderate,128669.68,Associate Degree,10,486,7907,96.99,1.24,Canada,40.75
Editorial assistant,Manufacturing,Decreasing,Low,145059.57,PhD,5,3385,5462,46.87,68.98,Australia,65.94
"Engineer, electronics",Education,Increasing,High,112804.85,Master’s Degree,12,3049,9053,62.39,25.96,USA,78.17
"Horticulturist, commercial",Finance,Decreasing,Low,146562.53,Bachelor’s Degree,0,7826,1907,47.8,72.07,Canada,44.06
English as a foreign language teacher,Transportation,Increasing,Low,98890.75,Master’s Degree,11,4627,8061,54.56,93.61,Germany,68.76
Location manager,Finance,Decreasing,Moderate,149254.16,PhD,6,3585,7553,6.97,43.52,Australia,78.86
Television/film/video producer,Transportation,Increasing,Moderate,71172.97,Associate Degree,6,2759,144,28.83,92.79,USA,78.37
"Teacher, special educational needs",Transportation,Decreasing,Low,107119.99,Associate Degree,6,9554,7617,43.27,69.27,UK,63.77
Water engineer,Transportation,Increasing,High,95558.23,High School,14,6303,961,85.18,33.34,Brazil,69.07
Travel agency manager,Healthcare,Decreasing,High,146353.41,Associate Degree,6,6726,970,77.49,26.88,Germany,43.96
"Designer, television/film set",Healthcare,Decreasing,Moderate,120625.79,Bachelor’s Degree,15,6600,1833,81.94,9.48,Germany,73.06
Senior tax professional/tax inspector,Education,Increasing,High,45430.05,Master’s Degree,12,238,4628,90.48,88.07,UK,58.31
Amenity horticulturist,Retail,Decreasing,Moderate,84295.71,Associate Degree,3,354,1136,32.67,54.08,Australia,62.04
Surgeon,IT,Increasing,Moderate,101011.19,Bachelor’s Degree,18,6014,1978,71.28,67.41,Brazil,75.04
Transport planner,Healthcare,Increasing,Low,97278.39,Master’s Degree,19,6915,6136,50.85,97.44,USA,23.79
Psychotherapist,Education,Decreasing,High,69916.19,Master’s Degree,7,4635,5314,91.31,61.05,China,33.02
Product designer,Healthcare,Increasing,Moderate,101642.44,Associate Degree,9,1396,7992,93.24,30.53,India,69.62
Planning and development surveyor,Finance,Decreasing,Moderate,77331.1,High School,12,833,5607,92.84,77.04,Germany,28.43
Environmental health practitioner,Retail,Decreasing,High,65958.01,Associate Degree,9,9080,1005,82.85,18.24,India,41.8
Hydrogeologist,Education,Decreasing,Moderate,105187.89,Associate Degree,19,1939,2427,6.88,61.93,Canada,74.97
Firefighter,Entertainment,Decreasing,High,91852.66,High School,7,6289,4196,85.0,0.76,Australia,63.68
"Scientist, product/process development",IT,Increasing,Low,76985.87,PhD,13,6019,6356,36.44,38.45,Germany,44.03
Communications engineer,Education,Decreasing,High,114543.17,Bachelor’s Degree,12,3200,4311,7.73,55.32,India,38.09
Geochemist,Entertainment,Increasing,High,35681.13,Associate Degree,2,8763,2299,83.92,21.94,Germany,61.2
"Psychologist, occupational",Entertainment,Increasing,Moderate,65745.23,Bachelor’s Degree,6,6318,2996,45.89,0.45,Germany,25.62
Conference centre manager,Transportation,Decreasing,Low,109338.28,PhD,10,4290,9828,93.34,45.41,UK,34.65
Civil Service fast streamer,Finance,Decreasing,Moderate,104039.88,High School,1,4854,6928,44.63,91.84,UK,65.05
"Surveyor, land/geomatics",Education,Decreasing,Moderate,92077.31,Associate Degree,6,9542,9363,24.98,39.77,Germany,55.85
"Scientist, water quality",IT,Decreasing,Moderate,95157.02,Associate Degree,20,555,8404,2.11,4.56,China,38.59
"Conservation officer, nature",Retail,Increasing,Low,134717.38,Associate Degree,19,6915,1768,12.91,60.22,Canada,78.27
Equities trader,Education,Increasing,Low,116936.25,Bachelor’s Degree,11,7157,7680,71.74,84.74,Canada,52.65
Fisheries officer,Education,Decreasing,High,131721.36,Associate Degree,8,8314,4562,40.82,84.39,China,67.19
Child psychotherapist,Transportation,Decreasing,High,140442.3,High School,17,2587,3732,65.95,66.57,China,48.84
Early years teacher,Manufacturing,Decreasing,Low,118371.7,Associate Degree,16,9005,5780,45.23,53.52,Brazil,73.29
"Designer, textile",Education,Increasing,Moderate,146656.89,Master’s Degree,12,4326,3591,65.86,99.88,India,75.22
Public relations officer,Education,Increasing,Low,141232.48,PhD,12,8139,487,55.61,88.57,Brazil,26.28
Broadcast journalist,Education,Increasing,Low,93635.2,PhD,11,9249,8237,16.13,36.48,Australia,29.2
Chief Financial Officer,Transportation,Increasing,Moderate,117131.42,Associate Degree,11,4212,5289,72.67,87.98,USA,71.25
Proofreader,Retail,Increasing,Moderate,62736.25,Bachelor’s Degree,4,7027,7632,65.13,33.92,Germany,24.49
Advertising account executive,IT,Decreasing,Low,126585.1,Master’s Degree,7,2843,5371,0.48,63.18,China,66.97
Acupuncturist,Finance,Decreasing,Moderate,107862.32,PhD,9,6001,5396,12.71,39.87,India,26.33
Horticultural consultant,Retail,Increasing,Moderate,34846.92,PhD,8,6029,4602,33.88,60.84,Brazil,58.42
Environmental manager,Entertainment,Increasing,Moderate,48703.71,PhD,8,9749,1641,22.72,56.83,China,41.37
Hospital doctor,IT,Increasing,Low,83798.97,Associate Degree,15,4893,1758,96.65,15.99,Germany,75.78
Commercial art gallery manager,Entertainment,Decreasing,High,116309.14,High School,20,1907,1181,85.21,15.47,China,72.97
Solicitor,Transportation,Increasing,High,108272.68,Bachelor’s Degree,2,9282,6538,92.79,30.3,Canada,50.61
"Therapist, sports",Retail,Decreasing,High,73183.57,PhD,12,693,6101,31.14,43.39,UK,72.41
Theatre manager,Transportation,Decreasing,Low,36923.56,Bachelor’s Degree,14,1336,8909,89.38,86.58,Germany,77.74
Environmental education officer,Transportation,Increasing,Low,48144.24,Bachelor’s Degree,18,1246,2145,43.1,2.54,India,78.88
Public librarian,Entertainment,Increasing,High,105287.81,High School,10,6134,5106,77.43,79.37,Brazil,75.09
Race relations officer,Retail,Decreasing,Moderate,44241.7,High School,15,4896,3621,85.52,69.46,UK,21.55
Arts administrator,Healthcare,Decreasing,High,89160.92,Bachelor’s Degree,11,6432,7093,44.76,1.66,Brazil,69.72
Hydrogeologist,Education,Decreasing,High,132796.41,Associate Degree,2,1230,3667,53.59,95.73,India,28.2
Gaffer,Finance,Decreasing,Low,72560.4,PhD,13,5494,2300,25.43,15.07,UK,49.44
Educational psychologist,Retail,Decreasing,High,128767.87,Master’s Degree,8,5702,8458,44.44,80.14,India,25.57
Forensic psychologist,Manufacturing,Increasing,Low,31076.03,Master’s Degree,0,4179,9233,74.1,57.05,UK,20.37
Fish farm manager,Manufacturing,Increasing,Low,80315.09,PhD,16,5919,9774,95.23,21.54,USA,65.96
"Production designer, theatre/television/film",Entertainment,Increasing,Low,50732.69,Associate Degree,9,2741,7786,6.78,59.81,India,43.13
"Psychologist, counselling",Finance,Increasing,Moderate,95109.31,Bachelor’s Degree,1,210,5156,87.87,43.09,UK,42.74
TEFL teacher,Transportation,Increasing,High,105658.47,High School,15,7142,5427,76.24,65.11,Canada,72.75
Horticultural therapist,Entertainment,Increasing,Low,118249.88,Bachelor’s Degree,13,4769,5157,0.83,54.29,USA,51.98
Financial controller,Entertainment,Increasing,Moderate,75387.68,PhD,17,763,8017,11.85,88.59,Brazil,58.53
Solicitor,Manufacturing,Decreasing,Moderate,104350.85,Bachelor’s Degree,1,3879,246,50.54,72.73,China,51.16
English as a second language teacher,Entertainment,Decreasing,Moderate,99338.08,High School,17,2512,415,26.86,38.84,Australia,34.22
Financial risk analyst,Healthcare,Increasing,Low,119938.37,PhD,9,9957,4280,64.84,91.86,USA,73.73
Trade union research officer,Finance,Decreasing,High,109331.42,High School,8,7187,1953,26.22,58.29,Canada,76.96
Paramedic,Finance,Increasing,High,125117.59,PhD,20,5387,3056,59.18,17.96,Australia,42.65
Interior and spatial designer,Entertainment,Increasing,Moderate,94026.3,Master’s Degree,4,1520,826,16.48,0.42,India,21.75
Ophthalmologist,IT,Decreasing,High,75308.38,High School,18,471,5322,38.13,26.99,Australia,32.82
Civil Service fast streamer,Education,Decreasing,Low,79771.62,Master’s Degree,20,3043,1602,29.1,92.24,Germany,34.45
Prison officer,Entertainment,Decreasing,High,82657.61,PhD,6,336,3270,21.37,11.43,Germany,42.71
Conference centre manager,IT,Decreasing,High,97373.37,PhD,13,1058,5909,86.9,41.99,India,41.86
Banker,Retail,Increasing,Low,122955.45,Associate Degree,11,4774,1570,91.43,26.23,UK,34.1
Town planner,IT,Decreasing,Moderate,113545.82,High School,14,8661,259,20.25,81.47,China,38.77
Restaurant manager,Entertainment,Decreasing,High,98438.54,PhD,20,1966,6050,41.62,16.21,Brazil,40.58
Waste management officer,Transportation,Increasing,Moderate,127515.05,PhD,11,6027,7119,36.76,73.92,China,24.17
Brewing technologist,Manufacturing,Increasing,Low,95463.47,Master’s Degree,1,627,236,89.63,77.63,China,42.37
Careers adviser,Education,Decreasing,High,111223.14,Master’s Degree,18,3883,4395,7.3,46.18,Australia,30.2
"Horticulturist, amenity",Entertainment,Decreasing,High,91874.17,PhD,14,1365,7548,44.74,30.68,Canada,31.23
Cartographer,Healthcare,Decreasing,High,129027.8,Master’s Degree,16,7336,9218,31.4,89.83,Germany,72.72
Plant breeder/geneticist,Retail,Increasing,Low,39926.79,High School,13,8298,4037,81.6,49.47,Canada,63.96
Osteopath,IT,Increasing,Moderate,139798.38,Associate Degree,0,210,7234,6.23,92.53,Germany,43.21
Advertising copywriter,Manufacturing,Decreasing,Moderate,32126.54,Master’s Degree,16,2494,5500,11.37,18.95,China,34.13
Child psychotherapist,Finance,Decreasing,High,105778.63,Associate Degree,14,8703,2984,37.67,66.46,Brazil,61.14
"Scientist, biomedical",Retail,Decreasing,Moderate,127228.62,Bachelor’s Degree,3,8037,1892,0.43,33.67,USA,48.94
Therapeutic radiographer,Entertainment,Decreasing,Moderate,94014.7,Master’s Degree,11,6142,2661,51.43,44.28,Australia,28.86
Solicitor,Transportation,Decreasing,Moderate,135321.43,Bachelor’s Degree,15,3094,7044,66.79,54.74,India,25.22
Education administrator,Entertainment,Decreasing,Low,47529.22,High School,8,3353,9672,71.72,0.82,China,61.63
"Designer, jewellery",Manufacturing,Increasing,Moderate,146933.06,High School,1,6535,3658,67.22,26.7,USA,67.87
Civil Service administrator,Entertainment,Increasing,Low,51950.1,Associate Degree,1,2545,6938,80.6,74.82,Germany,57.77
Community pharmacist,IT,Decreasing,High,83958.51,PhD,7,4515,2756,38.9,15.04,Australia,21.8
Agricultural consultant,Retail,Decreasing,High,86158.82,Bachelor’s Degree,11,5439,4625,67.17,62.72,Germany,23.85
Chartered loss adjuster,Education,Increasing,Low,116283.66,High School,10,3003,9975,73.67,91.65,USA,25.6
Mining engineer,Education,Decreasing,High,45746.38,Bachelor’s Degree,14,6285,1715,7.97,43.49,Brazil,59.8
"Engineer, land",Finance,Increasing,Low,145528.94,High School,11,3475,5866,23.68,21.34,UK,26.33
Health and safety inspector,Entertainment,Increasing,Moderate,125987.5,Master’s Degree,16,9473,9194,35.73,19.73,UK,45.5
Agricultural consultant,Finance,Increasing,High,112726.63,Bachelor’s Degree,14,6614,8611,86.34,11.72,Canada,61.26
Chartered loss adjuster,Entertainment,Decreasing,High,146425.02,Bachelor’s Degree,19,10000,5089,0.54,55.33,USA,38.84
Museum/gallery conservator,Retail,Increasing,Low,88514.1,PhD,4,160,5813,96.96,17.98,Canada,78.47
Water engineer,Entertainment,Decreasing,High,113424.66,Bachelor’s Degree,17,8921,466,99.73,25.77,China,56.0
Publishing rights manager,Retail,Increasing,Low,129712.85,Master’s Degree,17,7610,848,90.38,56.04,USA,46.35
Forensic scientist,Education,Increasing,High,84825.82,Bachelor’s Degree,4,7991,7201,6.97,53.24,China,69.08
Psychotherapist,Education,Increasing,Moderate,132774.3,High School,15,1361,9758,3.06,99.31,Germany,73.07
Contracting civil engineer,IT,Decreasing,Low,107572.19,Bachelor’s Degree,17,6711,4186,65.93,12.56,India,46.86
Astronomer,Education,Decreasing,Moderate,34272.24,Master’s Degree,9,607,293,31.44,72.76,USA,64.66
Chief Technology Officer,Education,Increasing,High,62728.04,Bachelor’s Degree,2,733,5441,42.55,15.93,India,65.0
Legal executive,Healthcare,Decreasing,Low,80349.77,Associate Degree,5,6466,9236,31.26,43.44,Australia,25.56
Sub,IT,Increasing,Moderate,102418.35,Bachelor’s Degree,17,1322,3371,21.84,35.27,Brazil,42.04
"Scientist, physiological",Entertainment,Increasing,Low,131785.6,High School,3,1880,8595,95.25,85.7,India,69.29
Financial adviser,Retail,Increasing,Low,85341.75,PhD,19,6609,9487,65.89,2.75,China,70.1
Land/geomatics surveyor,IT,Increasing,High,69104.0,Bachelor’s Degree,2,4186,8942,59.47,80.57,Canada,42.91
"Geologist, wellsite",Healthcare,Increasing,Low,90421.98,High School,9,4235,7133,81.7,96.04,UK,24.28
"Engineer, electrical",Entertainment,Decreasing,Moderate,57213.92,Bachelor’s Degree,14,6773,3636,82.76,77.8,Australia,21.0
Audiological scientist,IT,Increasing,Low,138591.97,Master’s Degree,1,1322,2918,99.04,30.74,India,64.16
Veterinary surgeon,Education,Increasing,High,90652.57,High School,11,7438,1916,88.04,44.93,UK,27.21
Patent attorney,Retail,Increasing,High,137332.55,PhD,12,5392,5270,79.37,78.1,India,78.5
Theatre manager,Transportation,Decreasing,Moderate,85393.34,High School,9,6601,9449,89.9,45.55,USA,67.4
Waste management officer,Finance,Increasing,Low,130375.04,Associate Degree,10,3935,8261,9.31,22.8,Brazil,27.87
Horticultural consultant,Healthcare,Decreasing,Moderate,61309.46,PhD,0,8377,4225,70.32,27.5,Brazil,73.05
"Engineer, drilling",Education,Increasing,High,74335.83,PhD,2,6599,9335,13.07,2.66,India,34.48
"Engineer, civil (consulting)",Healthcare,Increasing,High,78530.82,Associate Degree,17,9875,3498,88.05,88.53,USA,68.52
Passenger transport manager,Finance,Decreasing,Moderate,112197.64,Bachelor’s Degree,9,6586,5938,24.66,7.17,Germany,43.6
"Therapist, horticultural",IT,Increasing,High,144062.3,PhD,0,7507,2154,16.94,81.89,Germany,74.41
Technical sales engineer,IT,Increasing,High,41579.94,Associate Degree,12,119,9918,86.21,10.25,Australia,59.76
"Development worker, international aid",Transportation,Increasing,High,64706.09,Master’s Degree,19,7226,5122,2.7,81.51,Canada,31.07
Copy,Healthcare,Increasing,Low,80829.48,High School,14,2439,8825,80.19,94.0,Germany,74.63
"Surveyor, land/geomatics",Education,Increasing,High,44163.01,High School,18,5181,4482,91.36,96.67,USA,59.55
"Teacher, primary school",IT,Decreasing,Low,118413.05,PhD,19,845,2867,50.29,34.56,USA,32.84
Chief Executive Officer,Entertainment,Decreasing,Moderate,58334.8,Bachelor’s Degree,15,9205,3647,52.44,89.9,Germany,35.12
Microbiologist,Healthcare,Decreasing,High,56238.35,Bachelor’s Degree,10,3676,5340,83.16,26.24,India,46.06
Senior tax professional/tax inspector,Entertainment,Increasing,Moderate,96334.07,High School,14,4680,7634,6.44,82.05,USA,74.85
Ship broker,Healthcare,Increasing,Low,113983.43,Associate Degree,18,6094,1210,8.98,85.75,Germany,70.72
Air broker,Education,Decreasing,Moderate,69295.09,High School,19,7641,7803,33.74,48.66,UK,34.62
Special educational needs teacher,Transportation,Decreasing,High,74632.94,Associate Degree,8,2813,7154,54.08,62.82,Germany,22.06
Occupational therapist,Healthcare,Increasing,High,95667.65,Master’s Degree,18,7978,1538,23.38,15.23,USA,76.42
Chief Operating Officer,Healthcare,Decreasing,Moderate,30451.63,Master’s Degree,19,3378,4461,33.29,0.12,Germany,76.65
"Physicist, medical",Finance,Increasing,Moderate,137418.49,PhD,3,5445,4742,67.14,31.59,Brazil,67.0
"Engineer, maintenance",Entertainment,Increasing,High,57643.22,Bachelor’s Degree,18,6686,474,29.59,22.98,UK,48.08
Administrator,Retail,Decreasing,Moderate,50171.74,Associate Degree,0,4257,8427,12.75,25.52,UK,29.2
Contracting civil engineer,Education,Decreasing,Low,137875.12,PhD,4,5921,841,34.88,91.85,Brazil,29.44
Trading standards officer,Finance,Increasing,Low,127968.8,PhD,14,5747,7574,23.52,7.71,Canada,61.69
"Designer, exhibition/display",Education,Decreasing,Moderate,124056.77,Bachelor’s Degree,16,6753,4925,30.35,59.43,Brazil,44.87
Neurosurgeon,Retail,Decreasing,High,127959.08,Master’s Degree,4,8228,2394,83.57,60.34,UK,28.55
Chief Marketing Officer,Entertainment,Decreasing,High,113175.24,High School,2,5002,2758,60.04,28.33,UK,32.38
Minerals surveyor,IT,Decreasing,High,50076.22,High School,9,3262,7002,22.89,92.81,Australia,34.35
Travel agency manager,Healthcare,Increasing,Moderate,116875.26,PhD,18,5695,3157,68.52,68.56,China,70.8
Museum education officer,Finance,Decreasing,High,74936.26,Associate Degree,5,862,5125,11.94,67.36,Canada,37.97
Print production planner,IT,Decreasing,Moderate,104973.39,Master’s Degree,9,9913,3006,71.0,87.33,UK,55.32
Sport and exercise psychologist,Healthcare,Increasing,Low,94398.46,PhD,13,7968,6448,95.67,83.37,UK,53.42
Company secretary,Manufacturing,Decreasing,Low,82944.76,Master’s Degree,13,3378,1172,70.96,82.12,USA,60.56
Architectural technologist,Manufacturing,Decreasing,Low,57026.08,Bachelor’s Degree,1,218,169,30.64,69.27,Brazil,39.69
"Civil engineer, contracting",Finance,Decreasing,Low,96546.38,PhD,9,4426,7850,57.96,14.68,UK,43.23
"Biochemist, clinical",IT,Increasing,Low,86744.04,Bachelor’s Degree,18,6687,2599,83.64,96.44,USA,72.87
Meteorologist,Education,Decreasing,Moderate,72817.88,Bachelor’s Degree,16,7242,9231,22.96,39.34,India,30.79
Nature conservation officer,Education,Decreasing,Moderate,64170.7,Master’s Degree,1,9745,668,76.43,62.51,USA,69.62
Commercial horticulturist,Finance,Increasing,Moderate,118576.52,High School,19,2847,6677,75.58,87.1,Australia,77.13
Recycling officer,Transportation,Decreasing,Moderate,137500.05,PhD,18,6883,5523,50.98,78.14,Germany,71.86
"Geneticist, molecular",Entertainment,Increasing,Moderate,57749.91,High School,16,651,9969,37.08,61.45,Germany,36.69
"Engineer, civil (contracting)",Healthcare,Decreasing,Low,120003.57,Bachelor’s Degree,8,5290,4263,8.83,67.23,Germany,32.2
"Engineer, petroleum",Retail,Decreasing,High,84813.21,High School,9,7611,8175,41.19,41.13,UK,53.21
Energy engineer,Finance,Decreasing,Moderate,79229.43,High School,16,406,8642,43.54,32.14,Australia,46.23
"Designer, multimedia",Finance,Decreasing,Moderate,47652.58,PhD,5,5592,9935,35.78,38.97,Germany,31.41
"Teacher, primary school",Finance,Decreasing,High,137014.6,High School,18,6639,4192,78.06,72.79,UK,36.03
Recycling officer,Manufacturing,Decreasing,Moderate,124835.1,High School,18,4379,9020,76.53,31.74,Canada,55.22
Operational researcher,Healthcare,Decreasing,Moderate,82141.25,PhD,12,4112,1603,10.33,94.15,UK,50.63
Geochemist,Entertainment,Decreasing,Moderate,65223.05,Associate Degree,14,5421,4636,0.14,65.6,Australia,29.89
Armed forces operational officer,Retail,Decreasing,Moderate,31472.66,Master’s Degree,6,3386,7451,58.34,23.02,Canada,65.66
Editorial assistant,Entertainment,Increasing,Low,69499.72,PhD,10,668,5020,24.99,67.25,Germany,41.68
Adult nurse,Entertainment,Decreasing,Low,33013.35,Associate Degree,2,9233,1332,10.19,80.27,Brazil,65.76
Food technologist,IT,Decreasing,Low,55672.38,Associate Degree,11,996,885,58.57,25.28,UK,48.71
Freight forwarder,Retail,Increasing,Low,108301.79,High School,8,7101,355,58.29,42.34,Germany,40.74
Community education officer,Transportation,Decreasing,Moderate,60983.71,High School,4,5062,4916,33.83,44.75,UK,69.62
Civil Service fast streamer,Retail,Decreasing,Moderate,95536.12,Master’s Degree,19,6076,9064,90.07,3.03,Brazil,37.02
Air cabin crew,Manufacturing,Decreasing,Low,95766.14,High School,18,8935,5990,22.35,87.77,UK,65.84
"Development worker, international aid",Manufacturing,Decreasing,Low,104338.56,PhD,11,5506,2782,68.42,7.72,India,52.14
"Therapist, art",Transportation,Increasing,Low,61703.32,Master’s Degree,7,2057,1166,10.24,47.34,UK,27.79
Exhibition designer,Manufacturing,Decreasing,Low,32587.65,High School,20,4117,6381,35.06,20.59,Australia,42.54
Contractor,Transportation,Decreasing,Low,132360.75,PhD,13,4248,472,78.78,16.98,China,23.91
"Surveyor, land/geomatics",Retail,Increasing,Low,132629.2,Master’s Degree,11,256,2211,77.3,53.53,China,72.13
"Horticulturist, commercial",Healthcare,Increasing,Low,89369.55,PhD,11,8736,9803,65.81,51.92,Australia,67.46
Immunologist,Manufacturing,Increasing,Moderate,104466.52,High School,5,383,855,64.67,35.61,India,26.39
Psychiatric nurse,Retail,Decreasing,High,112373.28,PhD,19,9025,5742,75.45,20.26,Canada,41.14
Metallurgist,Education,Increasing,High,52494.07,Bachelor’s Degree,14,9625,6949,25.03,76.46,Australia,66.27
Energy engineer,Education,Increasing,Low,95580.24,Bachelor’s Degree,15,5068,9522,79.01,57.58,Canada,64.17
Research scientist (physical sciences),Transportation,Increasing,High,128511.12,PhD,9,6238,2103,38.73,63.92,Australia,27.08
"Exhibitions officer, museum/gallery",Manufacturing,Increasing,High,106973.22,PhD,1,8102,1776,35.57,90.99,USA,28.34
Cytogeneticist,Manufacturing,Increasing,Low,42290.28,Bachelor’s Degree,15,1398,7895,39.93,72.06,Brazil,50.56
Marketing executive,Retail,Increasing,Moderate,147258.59,PhD,12,3800,1779,18.6,17.41,UK,31.15
Research scientist (physical sciences),IT,Decreasing,High,58040.33,Bachelor’s Degree,11,3220,5193,30.18,20.5,Canada,66.01
Museum/gallery curator,Entertainment,Decreasing,Moderate,48464.77,Bachelor’s Degree,8,9599,6424,20.52,70.5,Germany,76.32
General practice doctor,Retail,Increasing,High,32316.64,Associate Degree,18,8244,961,23.29,35.05,USA,56.07
"Therapist, nutritional",Retail,Increasing,Low,137038.71,High School,20,2922,7425,24.99,69.81,UK,37.68
Academic librarian,Transportation,Decreasing,High,132083.79,Master’s Degree,18,6599,5937,76.74,5.33,Canada,22.41
"Designer, ceramics/pottery",Transportation,Increasing,High,48695.49,High School,8,8120,6321,60.16,47.82,Canada,48.5
Applications developer,Retail,Increasing,Moderate,125383.15,High School,2,5938,3345,83.06,47.43,China,26.31
Corporate treasurer,Healthcare,Increasing,Moderate,140302.09,High School,2,9129,6550,84.14,0.44,India,55.38
Computer games developer,Education,Increasing,High,118846.46,Associate Degree,1,9787,7266,99.6,11.82,UK,37.03
"Engineer, communications",Retail,Decreasing,High,124175.19,Master’s Degree,19,543,8017,3.27,7.46,Australia,63.94
Furniture designer,Education,Increasing,Moderate,141306.96,Bachelor’s Degree,7,2878,3207,14.95,17.62,India,79.88
Public house manager,Finance,Increasing,High,115524.5,PhD,10,7578,6340,87.51,43.45,Germany,69.12
"Administrator, local government",Manufacturing,Decreasing,Low,107159.84,Bachelor’s Degree,1,9656,6055,70.08,34.41,Australia,64.3
Proofreader,Retail,Decreasing,High,142665.31,Associate Degree,5,3136,3651,68.78,60.19,Germany,28.66
Air traffic controller,Education,Increasing,Low,69701.34,Associate Degree,6,9785,1236,96.24,79.78,USA,74.67
Product/process development scientist,Entertainment,Increasing,High,95758.38,Bachelor’s Degree,8,4392,431,36.11,16.51,Brazil,61.58
Quantity surveyor,Finance,Decreasing,Moderate,114184.11,High School,8,849,8747,82.12,11.86,Canada,45.2
Gaffer,Manufacturing,Decreasing,Low,58105.58,Bachelor’s Degree,15,3203,3867,91.57,41.48,USA,60.92
Academic librarian,IT,Decreasing,Low,132392.51,Bachelor’s Degree,15,9441,3177,45.44,16.04,Germany,77.28
Financial controller,Manufacturing,Decreasing,Low,113218.9,Bachelor’s Degree,10,1664,8571,65.38,13.23,India,66.17
Ceramics designer,Manufacturing,Decreasing,Low,138150.72,PhD,20,6404,6942,69.0,27.33,USA,27.4
Electrical engineer,Manufacturing,Decreasing,Moderate,130631.42,Bachelor’s Degree,16,6909,8770,27.5,30.4,Australia,55.33
"Administrator, arts",Entertainment,Decreasing,Moderate,98241.78,Master’s Degree,15,5062,1310,97.2,19.67,Australia,21.73
TEFL teacher,Manufacturing,Increasing,Moderate,111259.62,PhD,7,8236,6279,52.32,41.48,Germany,54.18
Land/geomatics surveyor,Education,Increasing,Low,142297.8,High School,0,6468,1483,40.94,9.02,USA,77.59
"Engineer, maintenance",Transportation,Decreasing,Low,113972.69,Associate Degree,1,7002,3767,4.89,72.32,USA,32.07
Printmaker,Finance,Increasing,Moderate,74915.31,High School,20,278,4367,75.3,58.22,Canada,67.43
Environmental education officer,Transportation,Increasing,Moderate,66716.38,PhD,16,2735,6416,49.85,92.43,China,23.4
Operational researcher,Manufacturing,Decreasing,Moderate,79320.39,Associate Degree,4,2658,2736,29.46,72.17,UK,75.11
Horticultural consultant,Finance,Decreasing,Low,53109.56,PhD,20,7954,9352,61.21,70.13,Australia,42.99
"Engineer, drilling",Healthcare,Increasing,Moderate,90721.95,Bachelor’s Degree,18,8791,7369,14.74,51.75,UK,22.92
"Nurse, mental health",Manufacturing,Decreasing,High,84808.22,Bachelor’s Degree,11,6119,4077,57.17,64.14,Brazil,36.96
Hydrogeologist,Finance,Increasing,Low,45351.76,Bachelor’s Degree,19,9661,6157,16.34,13.38,USA,35.1
Amenity horticulturist,Retail,Decreasing,High,143995.49,High School,0,5889,8323,27.04,23.31,USA,74.17
"Secretary, company",Healthcare,Decreasing,Moderate,127022.29,Bachelor’s Degree,2,9475,2168,69.98,24.4,India,48.21
Personal assistant,Transportation,Increasing,Moderate,127587.18,PhD,16,5052,9805,96.73,18.74,India,26.27
Communications engineer,Manufacturing,Decreasing,High,70783.28,PhD,10,3482,3930,37.01,81.81,UK,53.75
"Scientist, audiological",Healthcare,Decreasing,Low,70926.17,Associate Degree,12,4061,4112,50.34,58.66,Germany,36.36
Cabin crew,IT,Decreasing,Low,92666.72,Associate Degree,17,5906,340,48.93,28.34,Canada,79.62
Public affairs consultant,Healthcare,Increasing,Moderate,99854.77,Associate Degree,17,4127,9286,70.08,0.39,Canada,40.29
Economist,Retail,Decreasing,High,126877.64,Associate Degree,12,204,1059,79.76,5.81,China,48.92
Research scientist (physical sciences),Education,Decreasing,Low,91038.57,Master’s Degree,17,3080,6405,78.1,92.33,UK,25.27
Politician's assistant,IT,Decreasing,High,63698.09,Associate Degree,4,3892,4675,83.42,74.08,USA,36.74
Software engineer,Entertainment,Decreasing,Low,134376.29,PhD,7,2313,3322,4.59,47.61,Brazil,79.4
Garment/textile technologist,Manufacturing,Decreasing,High,41764.78,Master’s Degree,11,2605,3019,76.81,99.46,Brazil,74.46
Colour technologist,Education,Increasing,Moderate,80421.65,Associate Degree,18,7072,1971,85.57,16.49,USA,42.53
Chartered legal executive (England and Wales),Retail,Decreasing,Low,36594.44,Master’s Degree,1,8299,8877,0.54,16.91,Brazil,27.99
Printmaker,IT,Increasing,Low,129541.46,PhD,20,4305,6085,60.18,44.05,China,54.2
Accommodation manager,Transportation,Increasing,Low,72976.4,Bachelor’s Degree,1,3283,2353,96.68,89.0,Brazil,57.06
Insurance underwriter,Finance,Decreasing,Low,115912.99,Associate Degree,18,7386,1566,7.87,87.08,USA,38.63
Theatre stage manager,Manufacturing,Increasing,Moderate,106080.74,Associate Degree,8,6265,7276,6.22,8.15,Canada,24.12
Public relations officer,Entertainment,Increasing,Low,149900.16,Bachelor’s Degree,5,209,5846,20.16,43.91,Germany,75.18
"Engineer, petroleum",Retail,Decreasing,High,72977.52,PhD,1,6816,5388,52.36,81.7,USA,68.51
Chiropodist,Healthcare,Increasing,Low,51062.34,Associate Degree,3,4451,447,32.89,25.93,India,22.54
"Engineer, manufacturing",Manufacturing,Increasing,Low,44111.27,Associate Degree,7,7340,9086,94.33,36.69,UK,22.4
Glass blower/designer,Education,Decreasing,Moderate,121043.26,High School,4,7667,9345,21.62,42.65,Brazil,31.18
"Development worker, community",Healthcare,Increasing,Low,60691.69,Bachelor’s Degree,14,8298,9271,25.63,4.04,USA,43.77
Graphic designer,Education,Increasing,Moderate,42879.76,PhD,17,8439,6963,30.55,76.47,Brazil,54.99
Charity officer,Retail,Decreasing,Moderate,59691.03,Associate Degree,15,8467,7045,0.08,2.66,USA,61.33
Purchasing manager,Transportation,Increasing,Low,36158.97,Associate Degree,6,8687,2491,0.8,57.42,India,41.79
"Administrator, Civil Service",Transportation,Increasing,Low,100160.92,Bachelor’s Degree,8,7690,8050,61.68,5.13,India,58.34
Multimedia programmer,Retail,Decreasing,Low,31442.61,High School,20,756,5307,18.74,88.76,India,69.84
Structural engineer,IT,Increasing,High,86166.41,Master’s Degree,19,4617,5183,19.2,47.34,UK,78.33
Rural practice surveyor,Manufacturing,Increasing,Low,56599.6,PhD,20,9679,8990,7.71,29.81,UK,23.71
Medical illustrator,Retail,Decreasing,Low,81578.15,Bachelor’s Degree,16,1708,3268,36.39,11.7,India,61.55
Musician,Transportation,Decreasing,Low,38178.67,Associate Degree,12,8523,1273,67.1,67.43,India,73.43
Biomedical engineer,Transportation,Increasing,Moderate,122181.33,PhD,11,9417,177,39.39,72.39,Germany,67.75
"Administrator, sports",Transportation,Increasing,Low,90487.89,Master’s Degree,6,306,3885,70.51,53.84,China,39.44
Software engineer,IT,Increasing,High,66562.31,High School,7,1627,975,45.79,14.28,Germany,27.57
Museum/gallery conservator,Transportation,Decreasing,Low,64087.94,Bachelor’s Degree,12,8058,482,53.29,24.65,China,35.55
Recruitment consultant,Retail,Increasing,Low,47383.62,PhD,18,9273,1017,45.65,27.15,India,78.76
Accounting technician,Healthcare,Increasing,Moderate,98183.56,Master’s Degree,16,5574,9122,56.73,41.78,India,44.95
Music tutor,Education,Decreasing,Moderate,92531.44,Associate Degree,13,2421,6154,83.71,92.37,China,59.1
Academic librarian,Education,Decreasing,Moderate,112307.4,Master’s Degree,18,9686,9897,31.73,19.68,China,36.84
Fast food restaurant manager,Manufacturing,Decreasing,Low,89390.13,High School,11,2637,2067,57.86,34.03,UK,38.83
"Pharmacist, community",Transportation,Increasing,Low,145355.68,Master’s Degree,19,4149,7663,18.9,13.62,Australia,37.14
"Scientist, water quality",IT,Increasing,High,144232.37,PhD,20,710,6965,1.05,86.54,UK,62.55
Forensic psychologist,Education,Increasing,Moderate,115864.63,Associate Degree,3,8293,3788,89.87,93.09,Germany,21.27
Sports development officer,Transportation,Decreasing,Low,117468.91,Associate Degree,4,5897,4112,47.8,49.47,India,29.33
Claims inspector/assessor,Finance,Increasing,Low,39968.53,Master’s Degree,17,123,5762,12.08,82.29,Germany,42.71
Art therapist,Healthcare,Decreasing,Moderate,68116.23,Bachelor’s Degree,7,9927,3011,74.57,82.07,UK,70.5
Science writer,Education,Increasing,High,30754.9,High School,15,8320,6486,30.07,45.16,China,44.83
"Teacher, secondary school",IT,Decreasing,Low,121331.03,Bachelor’s Degree,13,3599,5671,94.37,28.29,Australia,77.49
"Designer, furniture",Entertainment,Increasing,Moderate,146363.16,Bachelor’s Degree,8,4082,3148,47.74,21.55,India,35.03
Prison officer,Transportation,Decreasing,High,89654.72,Master’s Degree,4,6902,6199,81.87,5.56,Brazil,47.13
Psychotherapist,Retail,Increasing,High,84280.95,PhD,0,4314,299,56.58,93.16,India,78.78
Radio producer,Healthcare,Increasing,Moderate,38259.41,Bachelor’s Degree,16,6367,3158,37.27,57.45,Brazil,44.04
Rural practice surveyor,Healthcare,Increasing,High,124251.75,Master’s Degree,3,2434,282,15.03,7.76,UK,48.29
Pension scheme manager,Retail,Decreasing,High,82451.22,Bachelor’s Degree,18,1335,7107,40.75,30.71,Germany,27.01
Charity officer,Healthcare,Increasing,Moderate,138532.57,PhD,19,6592,3111,58.57,18.63,USA,45.07
"Designer, exhibition/display",Healthcare,Decreasing,Low,70440.56,Master’s Degree,11,4619,2871,67.15,54.14,China,72.59
Air broker,Healthcare,Increasing,High,110750.32,PhD,5,5814,1799,4.91,18.53,UK,20.96
"Designer, textile",Transportation,Increasing,Moderate,32067.9,Bachelor’s Degree,0,4313,1343,68.38,0.59,Brazil,47.24
Clinical cytogeneticist,IT,Decreasing,High,145358.34,Associate Degree,17,8872,9265,90.48,80.18,USA,61.77
Retail banker,IT,Decreasing,High,132273.29,Associate Degree,12,9082,1866,28.8,1.51,Germany,25.01
"Administrator, charities/voluntary organisations",Retail,Decreasing,High,144331.8,Associate Degree,14,4525,2000,94.48,17.01,India,70.57
"Pharmacist, community",Entertainment,Increasing,High,73886.71,Master’s Degree,3,158,1998,94.71,82.23,Australia,25.86
"Psychotherapist, child",Manufacturing,Increasing,High,126953.17,High School,13,2151,5957,75.59,71.04,Canada,74.0
Gaffer,IT,Increasing,Moderate,60754.44,Bachelor’s Degree,1,8146,7635,38.16,46.99,Canada,23.21
Risk manager,Healthcare,Decreasing,High,47674.81,Master’s Degree,14,2933,260,82.56,48.33,USA,73.01
Tree surgeon,Retail,Decreasing,High,82741.34,High School,18,1145,4372,63.38,68.08,Germany,57.62
Maintenance engineer,Transportation,Increasing,Low,117496.96,PhD,14,1303,6644,68.7,89.25,UK,47.92
Commissioning editor,Finance,Decreasing,Low,111120.08,Master’s Degree,0,2602,8810,35.7,26.1,Australia,78.87
Advertising account planner,Education,Decreasing,High,138453.04,PhD,0,741,4948,79.99,65.91,UK,29.8
Health visitor,Education,Increasing,Moderate,67147.01,Associate Degree,2,7068,5213,80.52,17.44,Canada,67.37
Hotel manager,Transportation,Decreasing,High,141622.43,High School,14,979,2023,40.67,61.44,Australia,21.49
Network engineer,Retail,Increasing,Moderate,144936.42,Bachelor’s Degree,18,3317,3978,96.25,85.4,Brazil,49.49
Public relations officer,Finance,Decreasing,Moderate,30919.94,Bachelor’s Degree,14,4308,6799,4.65,74.91,India,60.27
Production manager,Entertainment,Decreasing,Low,32695.51,Bachelor’s Degree,12,5207,8897,43.15,92.76,USA,29.82
Field seismologist,IT,Increasing,High,45996.44,Bachelor’s Degree,1,9940,6903,65.28,37.05,India,64.49
Architectural technologist,Healthcare,Decreasing,Moderate,118457.65,Bachelor’s Degree,14,1892,9586,30.14,63.52,India,25.06
Actor,Transportation,Increasing,High,87882.3,Associate Degree,5,3856,6778,13.1,15.49,UK,62.71
Television camera operator,Healthcare,Increasing,High,43542.75,PhD,14,5332,2339,7.56,60.53,Canada,52.87
Therapeutic radiographer,Finance,Increasing,Low,32213.37,Bachelor’s Degree,10,2302,3768,17.7,98.8,Australia,48.6
Paramedic,Entertainment,Decreasing,High,72200.05,Associate Degree,1,2702,1760,66.63,60.66,UK,75.74
Investment analyst,Healthcare,Decreasing,High,111171.15,Master’s Degree,20,1173,6554,49.97,13.32,Brazil,21.46
Ceramics designer,Manufacturing,Decreasing,Low,63720.26,Bachelor’s Degree,12,9928,4200,55.78,1.28,Canada,32.65
Cytogeneticist,Retail,Decreasing,High,86163.88,High School,19,4910,6285,80.27,78.77,Germany,60.42
Glass blower/designer,Healthcare,Increasing,Moderate,70504.18,Associate Degree,16,4288,279,49.19,60.13,Australia,46.89
Event organiser,Manufacturing,Increasing,Low,30219.29,High School,4,6334,1993,38.72,95.79,Canada,52.31
"Administrator, Civil Service",Healthcare,Decreasing,Moderate,86563.82,Associate Degree,19,7662,3808,16.18,43.55,Canada,33.13
Advertising account planner,Transportation,Increasing,Low,30901.4,Master’s Degree,12,656,9100,17.13,54.68,China,67.3
Company secretary,Transportation,Increasing,Low,125536.02,Master’s Degree,16,8725,8169,50.69,34.98,China,32.68
Accounting technician,Transportation,Increasing,High,50193.41,High School,10,7825,7849,37.31,99.95,Canada,48.28
Video editor,Retail,Increasing,Moderate,103955.14,High School,18,5012,666,40.85,87.65,Brazil,68.42
IT trainer,Finance,Increasing,Moderate,44082.18,PhD,5,3802,2193,5.07,99.89,India,47.68
"Surveyor, hydrographic",Manufacturing,Decreasing,Low,81405.17,Master’s Degree,10,2553,2415,16.91,83.9,Australia,34.35
Oncologist,Entertainment,Decreasing,High,126163.8,Associate Degree,18,4278,3019,67.43,44.12,Germany,39.52
Building surveyor,Manufacturing,Decreasing,Moderate,117996.16,PhD,18,373,8204,92.04,54.56,Germany,71.75
"Surveyor, quantity",Entertainment,Decreasing,High,54710.59,High School,14,8796,5635,22.79,54.74,India,64.02
"Secretary, company",Finance,Increasing,Moderate,84562.85,Associate Degree,8,4252,5625,76.91,44.18,Australia,30.81
Therapeutic radiographer,Transportation,Decreasing,High,50966.52,High School,7,9708,9597,53.28,53.19,China,22.61
Paramedic,Healthcare,Increasing,Moderate,140625.21,Master’s Degree,12,2879,5786,20.96,13.39,Canada,35.77
"Programmer, applications",Transportation,Decreasing,Moderate,148083.44,Bachelor’s Degree,1,9179,1981,79.46,82.95,USA,58.72
"Therapist, nutritional",Retail,Decreasing,Low,36083.31,PhD,13,8901,8433,93.42,57.67,Australia,53.32
Geographical information systems officer,Entertainment,Decreasing,High,36943.92,Bachelor’s Degree,11,5935,9755,20.21,60.96,China,68.32
Education administrator,Education,Increasing,High,44984.9,High School,19,9499,5846,31.48,8.7,UK,69.42
Animator,Education,Decreasing,Low,58112.1,PhD,7,9265,3051,14.37,77.41,China,46.68
Commercial/residential surveyor,Finance,Decreasing,Low,99677.35,Bachelor’s Degree,17,5019,1645,85.67,35.94,UK,67.12
Estate manager/land agent,Education,Decreasing,Low,116724.47,PhD,4,180,8716,9.63,40.55,Germany,66.71
Estate manager/land agent,Entertainment,Increasing,Moderate,51588.46,Associate Degree,0,185,9984,10.22,93.02,India,73.45
IT sales professional,Education,Increasing,High,66861.34,Master’s Degree,15,217,8125,56.31,54.93,Australia,22.87
"Editor, magazine features",IT,Decreasing,Low,106430.98,PhD,15,5987,8627,85.74,80.99,UK,76.76
Broadcast engineer,Finance,Decreasing,Low,132133.39,PhD,0,7360,2334,85.8,50.44,China,25.12
"Designer, multimedia",Education,Increasing,Moderate,140767.8,Bachelor’s Degree,12,2976,3155,24.17,67.14,Brazil,44.61
Stage manager,Education,Increasing,Moderate,91891.19,Associate Degree,6,8006,5552,55.19,69.4,China,51.38
Chiropodist,Manufacturing,Decreasing,Low,96749.02,Associate Degree,11,468,2957,88.82,59.94,China,60.07
Mechanical engineer,Healthcare,Increasing,Low,78669.15,High School,4,4791,3294,43.23,8.87,Germany,26.29
"Designer, multimedia",Retail,Increasing,Low,79710.44,Associate Degree,6,1215,6663,92.21,96.95,China,31.51
Sub,IT,Decreasing,High,72299.45,Bachelor’s Degree,6,1520,2795,39.05,24.85,Brazil,60.14
Recycling officer,Healthcare,Increasing,Low,53721.96,Associate Degree,16,2562,9504,58.46,10.82,Canada,41.82
Warden/ranger,Education,Increasing,Low,31442.9,Bachelor’s Degree,20,4820,9845,59.31,73.27,India,65.82
Land,Finance,Increasing,High,144050.23,High School,7,4553,1020,34.1,60.75,USA,41.23
Town planner,Entertainment,Increasing,High,90756.77,PhD,16,2836,9471,67.72,28.36,India,46.29
Facilities manager,Retail,Increasing,Moderate,115469.2,Associate Degree,0,868,284,46.86,29.36,UK,76.05
Personnel officer,Finance,Decreasing,Moderate,55072.61,Master’s Degree,0,9265,9952,43.41,37.94,India,26.74
Geographical information systems officer,Entertainment,Increasing,High,67484.02,Associate Degree,3,5561,1018,36.51,49.96,Germany,23.79
Camera operator,IT,Decreasing,High,130056.94,High School,10,9088,8295,1.43,52.78,China,46.77
"Librarian, public",Transportation,Increasing,Low,70218.12,PhD,1,1219,4937,50.56,78.91,Brazil,58.42
Trading standards officer,IT,Increasing,Low,71904.34,High School,13,5195,4917,31.48,69.72,UK,50.48
Barrister,Education,Decreasing,Low,65373.45,Bachelor’s Degree,19,7883,2624,9.72,21.3,Canada,42.2
Homeopath,Entertainment,Increasing,Moderate,36776.27,PhD,6,4845,6219,71.08,88.97,Canada,74.02
"Designer, textile",Healthcare,Increasing,High,72485.55,PhD,1,7792,7186,55.74,86.56,Brazil,75.31
Midwife,Retail,Decreasing,Low,59391.76,High School,2,4064,638,82.67,19.64,India,20.75
Training and development officer,IT,Decreasing,Moderate,44565.28,Bachelor’s Degree,20,7790,2195,67.62,78.65,UK,72.09
Advertising copywriter,IT,Decreasing,High,84945.87,Associate Degree,7,1451,9423,49.38,71.08,Australia,42.77
"Scientist, product/process development",IT,Decreasing,Low,32357.07,Bachelor’s Degree,0,1760,5962,4.06,99.92,China,78.76
Tax inspector,Healthcare,Decreasing,High,116625.59,Bachelor’s Degree,17,1873,1322,37.68,85.87,USA,41.68
Museum/gallery exhibitions officer,IT,Decreasing,Low,76586.88,PhD,3,8223,6740,50.62,36.95,Brazil,45.44
"Biochemist, clinical",Manufacturing,Increasing,High,148023.18,PhD,8,4197,5932,21.32,19.19,Australia,46.8
Chief Strategy Officer,Healthcare,Decreasing,Low,85301.08,Bachelor’s Degree,18,3832,7466,83.04,18.62,USA,53.38
Geophysical data processor,Healthcare,Decreasing,Low,56304.58,High School,5,532,9367,28.72,86.22,Germany,68.13
Veterinary surgeon,Healthcare,Decreasing,Moderate,43858.35,Bachelor’s Degree,8,3597,4071,77.02,87.69,UK,26.8
Armed forces operational officer,Retail,Decreasing,Low,89212.55,High School,19,8559,4220,31.16,79.5,Brazil,31.54
Neurosurgeon,Finance,Increasing,Low,121525.85,Master’s Degree,3,235,6685,49.59,34.27,India,55.3
"Geneticist, molecular",Healthcare,Increasing,Moderate,39494.75,High School,17,1963,817,18.14,87.28,Canada,55.11
Farm manager,Transportation,Increasing,Low,86465.57,Associate Degree,0,6775,2452,45.31,10.11,Brazil,44.15
Field seismologist,Finance,Decreasing,Moderate,90925.33,Master’s Degree,6,5924,7097,68.53,64.86,Australia,62.81
"Engineer, petroleum",Healthcare,Decreasing,Low,83790.25,Bachelor’s Degree,4,3427,6363,38.26,36.36,USA,62.55
IT technical support officer,IT,Increasing,Moderate,108433.28,Associate Degree,14,3438,3903,53.22,1.16,UK,73.58
Insurance claims handler,Retail,Decreasing,High,80170.84,Bachelor’s Degree,10,5635,1084,73.42,14.64,USA,71.12
Community development worker,Manufacturing,Increasing,Low,70895.66,Master’s Degree,4,3861,7681,60.57,51.91,China,55.08
Transport planner,Healthcare,Increasing,Low,134935.53,PhD,11,2611,4136,84.1,33.9,Australia,77.3
Marketing executive,Entertainment,Decreasing,Low,149170.75,High School,8,690,4862,20.09,8.46,Germany,76.29
"Therapist, art",Manufacturing,Decreasing,High,127325.63,Bachelor’s Degree,13,5198,4497,85.72,5.5,China,45.24
Camera operator,Education,Decreasing,Moderate,122112.27,PhD,0,2964,2456,69.96,28.39,Australia,68.5
"Investment banker, corporate",IT,Decreasing,High,148606.53,Master’s Degree,4,2588,4039,16.14,29.87,UK,78.62
Acupuncturist,IT,Increasing,Moderate,144828.98,Associate Degree,11,1058,4171,80.74,97.45,UK,77.86
Occupational psychologist,Education,Decreasing,Moderate,39596.11,High School,2,136,1016,26.49,21.91,UK,25.2
Fine artist,IT,Decreasing,Moderate,117257.99,Bachelor’s Degree,13,4782,5666,15.44,20.67,USA,30.88
Publishing copy,Transportation,Increasing,High,49420.91,Associate Degree,10,1820,4578,49.56,32.36,Brazil,70.18
"Teacher, English as a foreign language",Finance,Increasing,Low,84212.74,Bachelor’s Degree,20,6703,2580,25.13,47.92,Australia,32.74
Warehouse manager,Healthcare,Increasing,Moderate,32477.05,Bachelor’s Degree,11,677,1529,89.04,88.13,India,71.02
"Engineer, energy",Retail,Decreasing,Low,57658.01,High School,18,4405,9982,99.18,66.39,India,27.03
Higher education careers adviser,Entertainment,Decreasing,High,149106.45,Master’s Degree,1,5718,3015,23.62,48.91,China,69.96
Pharmacologist,Entertainment,Decreasing,Low,125355.67,High School,9,2849,7297,50.24,58.59,USA,78.25
Warden/ranger,Retail,Increasing,Low,147584.88,PhD,14,4788,9838,39.64,63.82,Germany,43.48
Nature conservation officer,Education,Decreasing,Moderate,106698.22,High School,7,6881,2119,70.46,27.15,Brazil,76.04
Radio broadcast assistant,Education,Increasing,Low,146865.43,Master’s Degree,16,7941,3675,70.02,40.94,Canada,67.68
"Radiographer, therapeutic",Education,Decreasing,Low,76654.02,Associate Degree,5,5421,2567,59.27,4.41,Canada,20.08
Optometrist,Manufacturing,Increasing,High,32701.96,Associate Degree,0,4450,517,5.1,15.63,Australia,23.79
Television floor manager,Entertainment,Increasing,High,104334.91,Bachelor’s Degree,9,2964,6490,4.8,49.34,USA,57.0
Hospital doctor,Healthcare,Increasing,Moderate,52923.33,Bachelor’s Degree,20,8914,8516,62.96,73.53,China,44.52
Operational investment banker,Manufacturing,Decreasing,Moderate,52034.99,Bachelor’s Degree,5,4141,9813,46.74,82.4,China,64.34
"Psychologist, prison and probation services",Transportation,Increasing,High,64589.18,Bachelor’s Degree,0,3133,8007,9.89,23.82,India,51.26
Trade union research officer,Entertainment,Decreasing,Low,92314.52,Master’s Degree,5,6179,742,44.22,45.19,UK,61.63
Physiological scientist,IT,Decreasing,Low,143151.93,Bachelor’s Degree,8,2529,4061,45.52,85.71,Canada,72.68
Electrical engineer,Manufacturing,Increasing,Low,140644.38,Associate Degree,0,7662,3252,35.01,95.53,UK,32.67
English as a second language teacher,Entertainment,Increasing,High,67914.35,Associate Degree,11,3137,640,36.95,42.87,Canada,23.29
Chief Executive Officer,Entertainment,Decreasing,High,42328.47,Bachelor’s Degree,11,5816,906,23.86,79.24,USA,74.61
Physiotherapist,Transportation,Decreasing,Low,130271.29,PhD,19,4492,1375,44.86,56.3,Canada,45.8
Market researcher,Retail,Decreasing,High,120365.59,Associate Degree,10,6507,4980,74.95,67.66,Brazil,46.67
Medical laboratory scientific officer,Entertainment,Increasing,Moderate,112227.11,Associate Degree,16,5611,9908,97.04,64.08,UK,31.24
Systems analyst,Education,Increasing,Moderate,79585.59,Associate Degree,10,6056,2129,22.34,68.38,Brazil,61.71
Counselling psychologist,Finance,Increasing,Moderate,77847.53,PhD,14,1359,7873,49.93,32.13,UK,41.36
Midwife,Finance,Increasing,High,127974.99,PhD,3,2241,1391,56.73,95.63,Germany,22.19
Therapeutic radiographer,Healthcare,Increasing,High,85136.37,Associate Degree,13,2536,481,45.94,74.74,Canada,64.77
Dancer,Education,Increasing,Moderate,124625.14,Associate Degree,0,9124,7381,6.92,48.55,Australia,40.07
Telecommunications researcher,Education,Increasing,Low,101608.26,Master’s Degree,9,8341,7783,84.42,40.59,China,38.58
Clinical psychologist,Finance,Increasing,Moderate,138665.26,Associate Degree,6,6689,2395,0.94,80.78,USA,63.57
Site engineer,Transportation,Decreasing,Low,93929.32,Master’s Degree,0,2162,6342,33.0,3.11,China,30.36
"Psychologist, clinical",Healthcare,Decreasing,High,45859.36,High School,6,7542,9059,70.79,23.71,China,29.26
"Scientist, physiological",Healthcare,Increasing,High,125929.1,Associate Degree,1,6738,9013,42.6,8.68,USA,53.7
"Engineer, control and instrumentation",Entertainment,Decreasing,Moderate,44505.55,Associate Degree,12,5425,6224,34.4,41.26,UK,21.77
Further education lecturer,Finance,Decreasing,High,125604.37,PhD,3,6685,873,30.95,96.01,China,69.28
"Education officer, community",Retail,Increasing,Moderate,66302.76,Master’s Degree,15,9348,9798,32.35,52.77,UK,65.84
"Engineer, biomedical",Retail,Increasing,Moderate,107421.52,High School,7,7878,8739,93.65,29.47,Germany,22.86
"Teacher, music",Transportation,Increasing,Low,143782.39,Associate Degree,12,3393,7366,49.23,21.67,Canada,45.47
Advertising art director,Retail,Decreasing,High,105360.66,Bachelor’s Degree,10,5813,431,16.34,18.89,UK,21.32
Dramatherapist,IT,Increasing,Moderate,52857.42,Bachelor’s Degree,12,6225,2386,59.4,21.0,Germany,28.54
Chartered legal executive (England and Wales),Manufacturing,Decreasing,Moderate,127623.15,Bachelor’s Degree,8,206,5183,69.52,19.39,Germany,42.37
Equities trader,IT,Decreasing,Moderate,124730.27,PhD,16,4164,129,86.28,83.36,Germany,76.28
"Psychotherapist, child",Retail,Increasing,High,144293.71,Master’s Degree,20,1133,7190,89.5,24.69,Australia,79.31
"Scientist, clinical (histocompatibility and immunogenetics)",Healthcare,Decreasing,High,116854.85,Bachelor’s Degree,20,6711,4660,67.51,4.28,Australia,48.69
Film/video editor,Manufacturing,Decreasing,High,68903.52,Bachelor’s Degree,15,769,2464,30.58,75.67,India,43.94
Theatre stage manager,Healthcare,Decreasing,Moderate,57836.73,Associate Degree,0,274,7507,28.99,1.39,Australia,46.33
Training and development officer,Manufacturing,Decreasing,Low,113696.31,High School,3,4888,1872,88.66,17.46,Germany,73.89
"Teacher, music",Transportation,Increasing,Moderate,114330.23,Master’s Degree,13,8454,2135,79.45,63.89,Germany,43.59
Barrister,Manufacturing,Increasing,Moderate,72189.41,Bachelor’s Degree,10,8785,1020,41.96,95.49,Canada,45.62
Herpetologist,IT,Increasing,Low,119213.52,PhD,13,792,1029,44.2,13.96,China,44.6
Sports development officer,Healthcare,Increasing,Moderate,99102.02,Master’s Degree,5,8625,776,26.87,14.21,Germany,35.42
Metallurgist,Healthcare,Decreasing,Moderate,34027.85,Associate Degree,15,4478,1082,80.73,5.01,India,37.53
"Restaurant manager, fast food",Retail,Decreasing,High,106325.02,High School,9,3036,7774,82.09,9.57,Australia,62.12
"Buyer, industrial",IT,Decreasing,Moderate,144477.28,Master’s Degree,14,8216,8974,26.42,28.76,USA,67.98
Music therapist,Retail,Decreasing,High,79746.99,PhD,18,7658,2847,81.61,99.86,USA,55.3
Aeronautical engineer,Finance,Increasing,Moderate,106226.48,High School,15,7202,1398,97.24,15.31,Brazil,53.55
"Physicist, medical",Finance,Increasing,High,70430.18,Associate Degree,20,7724,9809,86.31,85.68,China,64.19
"Education officer, community",Entertainment,Increasing,Moderate,131584.0,PhD,13,5102,8910,11.54,21.2,Germany,22.74
Broadcast journalist,Entertainment,Decreasing,High,94372.81,High School,1,5881,4812,7.66,11.52,USA,45.39
Catering manager,IT,Decreasing,High,126621.95,Master’s Degree,15,9977,2537,8.55,33.19,UK,32.16
Occupational therapist,Manufacturing,Increasing,Low,91468.65,Bachelor’s Degree,6,3283,5682,50.12,2.44,USA,33.67
Research scientist (physical sciences),Finance,Increasing,High,66577.56,Associate Degree,0,6972,8194,88.46,46.57,India,63.44
"Scientist, biomedical",Healthcare,Decreasing,High,112243.75,Bachelor’s Degree,5,3309,6505,40.87,48.43,Canada,24.88
Medical physicist,Manufacturing,Decreasing,Low,74657.33,High School,1,3555,2338,75.08,15.75,China,62.46
Sales executive,Healthcare,Decreasing,Moderate,140990.86,PhD,6,9850,5832,52.02,98.37,USA,71.58
Event organiser,Finance,Increasing,High,98099.13,High School,1,5787,5336,26.36,6.99,USA,58.97
Patent attorney,Manufacturing,Decreasing,Moderate,107848.88,Bachelor’s Degree,18,9919,8157,62.62,67.06,UK,69.23
Advertising art director,Transportation,Increasing,Low,113489.08,Associate Degree,11,6552,6836,89.7,97.75,Germany,59.87
"Civil engineer, consulting",Transportation,Decreasing,Low,139647.47,High School,2,8718,4928,14.58,83.1,Germany,74.6
Ergonomist,Education,Increasing,Moderate,53858.51,Associate Degree,0,5238,8524,60.09,52.05,China,68.93
Media buyer,Transportation,Decreasing,Low,47176.26,PhD,5,4490,534,61.79,73.63,UK,41.16
"Lecturer, higher education",Finance,Decreasing,High,65597.24,High School,12,6888,7794,93.64,84.51,UK,26.51
"Surveyor, minerals",Finance,Decreasing,Low,57691.94,Associate Degree,17,3761,526,87.95,37.05,Brazil,68.27
"Scientist, forensic",Manufacturing,Decreasing,High,114546.97,PhD,3,6478,9605,18.61,68.85,India,67.6
Quality manager,Manufacturing,Increasing,Moderate,41578.33,Associate Degree,8,4686,7092,70.49,41.23,USA,39.48
Farm manager,Finance,Increasing,Moderate,132993.61,Bachelor’s Degree,8,9811,4998,79.69,55.72,China,67.9
Management consultant,Education,Decreasing,Moderate,48879.89,Associate Degree,16,2546,4915,53.71,81.55,Canada,60.82
"Restaurant manager, fast food",Education,Decreasing,Low,125149.49,Master’s Degree,5,3711,3200,1.88,54.05,UK,30.44
Lexicographer,IT,Decreasing,High,125363.93,PhD,19,9504,879,10.67,36.98,India,35.7
Magazine features editor,Finance,Increasing,Low,63701.49,Bachelor’s Degree,2,4412,9570,23.65,8.5,Germany,47.46
"Therapist, drama",Transportation,Increasing,Low,78689.31,High School,9,1991,1954,23.08,20.41,Germany,37.52
Photographer,Manufacturing,Decreasing,Moderate,148136.46,Master’s Degree,12,835,4492,0.54,80.99,Australia,78.2
Chemical engineer,Retail,Decreasing,Moderate,73435.31,PhD,0,8155,3740,58.8,64.23,UK,68.22
"Research officer, trade union",Entertainment,Increasing,Moderate,98096.92,Bachelor’s Degree,13,205,7528,35.3,17.14,Germany,56.32
Biomedical engineer,Retail,Decreasing,Low,74707.21,Associate Degree,2,190,4951,62.19,9.09,Brazil,23.32
"Engineer, structural",Manufacturing,Increasing,Moderate,129657.97,Bachelor’s Degree,8,3268,6338,42.56,51.06,China,33.25
"Social research officer, government",IT,Decreasing,Low,98890.51,Bachelor’s Degree,0,1769,2680,12.51,66.72,India,56.82
Market researcher,Transportation,Decreasing,High,117583.16,Associate Degree,18,7723,8788,19.68,31.03,India,27.69
Ophthalmologist,Healthcare,Decreasing,High,137359.77,Master’s Degree,11,6822,2557,59.57,40.85,Australia,56.21
Chartered public finance accountant,Finance,Increasing,Moderate,78436.13,High School,8,5541,7134,43.64,42.78,Brazil,76.92
Toxicologist,Healthcare,Decreasing,Low,126775.39,Master’s Degree,16,1172,7314,7.77,48.79,Germany,34.04
"Psychologist, educational",Transportation,Increasing,Moderate,100992.27,Master’s Degree,16,9378,1782,6.59,71.67,Australia,58.67
Herbalist,Manufacturing,Decreasing,High,56465.69,High School,12,1353,851,73.83,91.32,Germany,43.46
Exhibition designer,Finance,Increasing,Low,41719.71,Bachelor’s Degree,7,8657,9167,59.42,4.17,Canada,48.35
Wellsite geologist,Finance,Decreasing,Moderate,86105.46,Bachelor’s Degree,18,1420,5502,73.98,10.5,Germany,65.71
Drilling engineer,IT,Increasing,High,50594.53,Associate Degree,16,5847,6308,55.87,10.32,India,32.49
"Designer, interior/spatial",Finance,Increasing,Low,131616.43,Master’s Degree,10,3133,7575,65.12,11.75,Brazil,61.04
Osteopath,Finance,Increasing,High,85813.68,High School,15,3579,3152,82.06,55.37,USA,28.81
Solicitor,Retail,Decreasing,High,115591.27,High School,0,2231,4177,23.05,45.78,Australia,36.5
Electronics engineer,IT,Increasing,Low,34090.23,Associate Degree,9,7543,8034,43.1,82.35,Brazil,51.61
Media planner,Education,Decreasing,Moderate,46953.61,Bachelor’s Degree,9,7294,4595,29.12,40.71,UK,28.34
"Production assistant, radio",IT,Decreasing,High,63812.17,PhD,16,4040,3578,12.72,99.73,Brazil,31.11
Clinical research associate,Entertainment,Decreasing,Moderate,110367.31,Bachelor’s Degree,20,2109,8849,32.9,91.1,India,30.4
Press sub,Manufacturing,Decreasing,High,73500.1,High School,19,5107,3517,1.73,27.15,Canada,43.07
Financial manager,Transportation,Decreasing,High,133582.78,PhD,20,7887,8245,55.25,62.56,USA,34.81
Building surveyor,Transportation,Decreasing,Low,53154.18,Master’s Degree,7,105,202,34.13,3.76,China,20.67
Broadcast journalist,Healthcare,Decreasing,High,37470.62,High School,1,2021,6011,22.03,65.83,Brazil,46.44
Seismic interpreter,Finance,Decreasing,Moderate,129853.89,Bachelor’s Degree,13,9892,781,3.11,71.92,Australia,23.52
Best boy,Finance,Decreasing,Moderate,81542.17,PhD,8,1868,9211,27.97,53.41,Brazil,27.58
"Administrator, arts",Healthcare,Increasing,Low,47303.03,Bachelor’s Degree,0,3670,7056,35.33,37.4,Canada,42.25
Police officer,Healthcare,Decreasing,Low,132504.1,Master’s Degree,11,4121,1687,52.17,41.06,Australia,78.55
Games developer,Healthcare,Decreasing,High,81885.44,PhD,16,4860,6373,74.98,20.71,UK,31.52
Podiatrist,IT,Decreasing,High,80428.54,High School,8,4112,8157,24.9,90.78,Brazil,56.82
"Teacher, primary school",Transportation,Decreasing,High,56072.7,Bachelor’s Degree,16,685,9878,39.43,55.58,USA,47.99
Health and safety adviser,Education,Increasing,Moderate,84600.72,Master’s Degree,12,1378,2740,49.25,65.99,Brazil,36.3
Illustrator,Education,Increasing,Low,101067.37,Bachelor’s Degree,20,3094,8734,8.7,70.68,Germany,74.74
Magazine journalist,Retail,Increasing,Low,117412.17,Master’s Degree,19,6134,7777,4.35,96.36,China,57.6
Mining engineer,Manufacturing,Increasing,High,38505.83,High School,15,4662,4459,60.65,34.92,Canada,60.26
Holiday representative,IT,Decreasing,Moderate,58668.43,Bachelor’s Degree,17,2108,3596,31.68,45.17,India,55.64
Trading standards officer,Education,Decreasing,Low,148301.73,High School,18,1343,5904,81.63,5.64,Brazil,46.09
Ecologist,Transportation,Decreasing,High,109351.19,High School,16,3359,1566,14.21,42.14,Germany,31.57
"Teacher, special educational needs",Entertainment,Decreasing,Low,126466.15,Associate Degree,17,7471,5275,91.77,80.0,USA,27.99
Proofreader,Retail,Increasing,Low,77302.17,PhD,5,2232,136,67.17,77.54,Germany,59.81
Sports therapist,Healthcare,Increasing,Moderate,89105.94,PhD,11,1357,2503,56.99,4.88,India,67.76
Information officer,Entertainment,Increasing,High,74167.18,Bachelor’s Degree,16,1287,8795,48.27,88.69,USA,75.19
Special educational needs teacher,Finance,Increasing,High,80700.27,Associate Degree,11,5478,3746,94.39,91.22,Canada,77.15
Office manager,Retail,Decreasing,High,99831.22,Master’s Degree,3,9067,6943,7.42,15.24,UK,79.2
Higher education lecturer,Education,Decreasing,High,118352.91,Master’s Degree,6,3370,169,35.11,79.9,Australia,42.47
Planning and development surveyor,Entertainment,Decreasing,High,148951.01,Associate Degree,9,3163,2123,99.73,84.44,Canada,21.62
"Designer, multimedia",Retail,Increasing,High,94406.16,Master’s Degree,17,506,3430,68.4,26.65,Brazil,49.69
Sales executive,Finance,Decreasing,High,139034.43,High School,4,9424,9543,29.45,33.23,India,42.32
"Buyer, industrial",Education,Increasing,Low,34691.36,PhD,0,8403,8516,53.61,61.79,USA,69.94
Architect,Healthcare,Decreasing,High,83030.84,PhD,7,8129,5603,86.75,37.28,Germany,79.87
"Accountant, chartered certified",IT,Increasing,Moderate,137780.17,High School,13,9692,2103,2.52,34.05,Brazil,23.24
Operational researcher,Manufacturing,Decreasing,Low,127913.79,Master’s Degree,11,9241,4397,17.25,42.94,UK,29.12
Tax inspector,Education,Increasing,High,84052.77,Bachelor’s Degree,14,8725,7347,54.55,93.09,USA,26.42
"Producer, radio",Manufacturing,Decreasing,Low,68545.8,High School,6,1455,2579,11.04,66.12,China,64.95
Furniture designer,Finance,Increasing,Moderate,66966.37,Associate Degree,13,2674,4697,29.49,93.54,Australia,54.43
Museum/gallery curator,Retail,Decreasing,High,98122.32,Master’s Degree,7,8572,626,17.42,33.04,Australia,54.45
Product designer,IT,Increasing,Moderate,58329.43,Master’s Degree,15,237,3494,15.51,11.79,Brazil,42.21
Land/geomatics surveyor,Healthcare,Decreasing,Moderate,39836.82,High School,0,8518,184,75.56,24.42,USA,77.81
"Engineer, site",Education,Decreasing,Moderate,137776.27,PhD,15,5861,4849,73.26,10.72,Canada,22.96
Local government officer,Healthcare,Decreasing,Moderate,68628.52,PhD,17,6740,4515,70.0,38.99,China,44.95
"Engineer, manufacturing",Manufacturing,Decreasing,High,71331.21,PhD,8,2257,3575,59.79,54.14,Canada,77.3
"Production assistant, television",Finance,Increasing,Moderate,77063.53,Bachelor’s Degree,1,1928,7138,57.85,44.66,Canada,74.41
Chiropractor,IT,Decreasing,Moderate,148540.17,High School,18,2214,523,12.28,78.3,China,60.15
Retail manager,Healthcare,Decreasing,High,80871.9,Master’s Degree,15,3830,1414,57.65,40.32,Germany,70.1
Engineering geologist,Entertainment,Increasing,Low,128209.41,PhD,12,3934,7420,67.35,75.58,China,31.26
"Scientist, marine",Education,Decreasing,Moderate,65828.86,Master’s Degree,0,2680,220,22.76,89.37,UK,72.8
Magazine features editor,Finance,Decreasing,Low,124576.59,Master’s Degree,15,5891,1433,68.53,60.99,Germany,30.74
"Administrator, Civil Service",Retail,Increasing,Moderate,146096.79,High School,10,1816,8730,8.88,25.76,Australia,72.82
Air traffic controller,Finance,Decreasing,Moderate,127881.25,Master’s Degree,4,1403,1062,64.74,46.75,Germany,36.88
International aid/development worker,Finance,Decreasing,High,87011.66,Master’s Degree,0,3512,5647,96.65,24.32,Australia,55.33
Quality manager,Entertainment,Increasing,High,35081.04,Associate Degree,7,6032,9710,31.42,65.38,India,72.35
"Pilot, airline",IT,Decreasing,High,145133.3,Master’s Degree,7,762,9736,21.31,52.33,Germany,56.27
Public relations account executive,Retail,Decreasing,Moderate,128514.34,PhD,7,6295,7238,56.04,47.21,Brazil,59.96
Occupational psychologist,IT,Decreasing,Moderate,108504.91,Bachelor’s Degree,8,3750,734,83.64,12.02,China,68.63
Holiday representative,Finance,Increasing,Low,40671.71,Bachelor’s Degree,20,8735,3620,5.99,55.85,Brazil,66.47
"Programmer, systems",Healthcare,Increasing,Moderate,96021.27,Bachelor’s Degree,13,1602,6883,59.31,22.27,Brazil,46.41
Location manager,Education,Decreasing,Low,47704.55,Bachelor’s Degree,2,5232,2091,12.01,56.83,USA,70.78
Environmental health practitioner,Education,Decreasing,Low,49494.94,Master’s Degree,0,8900,3993,99.17,65.38,Canada,37.66
Chief of Staff,IT,Decreasing,Low,146326.4,Bachelor’s Degree,5,1122,1475,34.54,21.76,India,33.59
"Librarian, academic",IT,Increasing,Low,79457.48,High School,18,4166,6191,31.57,43.76,India,74.31
Television camera operator,Finance,Decreasing,Low,87371.13,Master’s Degree,18,1181,1980,55.66,92.94,India,71.33
Nutritional therapist,Retail,Decreasing,Moderate,147295.01,Associate Degree,13,7505,8938,27.0,5.06,India,61.46
Higher education careers adviser,Manufacturing,Increasing,Moderate,119193.92,Master’s Degree,19,7319,601,86.56,29.62,Australia,55.34
"Conservation officer, historic buildings",Finance,Decreasing,Low,99104.82,Associate Degree,5,6043,4613,45.81,86.09,UK,61.79
Chiropractor,Healthcare,Increasing,High,83458.11,PhD,17,6237,2207,24.23,81.76,China,29.66
"Education officer, community",Finance,Decreasing,Low,81061.28,Associate Degree,19,6109,8522,18.98,83.51,China,25.37
IT technical support officer,Finance,Increasing,Low,137072.78,Master’s Degree,6,7694,6960,45.64,40.74,Canada,62.39
"Research officer, government",Finance,Increasing,Moderate,145116.99,Bachelor’s Degree,14,3294,825,75.44,61.71,China,36.42
Commercial art gallery manager,Healthcare,Increasing,Moderate,66030.13,Bachelor’s Degree,14,425,5599,19.3,26.78,Brazil,33.82
"Clinical scientist, histocompatibility and immunogenetics",IT,Increasing,Low,141733.73,PhD,0,5588,8587,36.95,29.42,Australia,40.74
Customer service manager,Healthcare,Decreasing,High,128120.12,PhD,19,136,9854,93.12,86.94,India,34.15
Microbiologist,Entertainment,Increasing,Low,97573.49,Bachelor’s Degree,3,8693,4177,55.97,87.34,Germany,35.94
"Programmer, systems",IT,Increasing,High,79654.07,Associate Degree,3,7763,9199,80.48,76.36,Canada,34.03
Marketing executive,Education,Decreasing,High,55416.44,Bachelor’s Degree,1,8448,3267,55.59,40.58,Canada,25.56
General practice doctor,Retail,Decreasing,Moderate,80747.98,Master’s Degree,14,6633,2964,28.22,23.91,China,22.18
Clinical embryologist,Finance,Increasing,Low,51649.54,High School,13,257,1861,76.46,24.28,USA,43.27
"Engineer, electronics",Education,Decreasing,High,93213.25,High School,7,9685,6498,64.8,77.93,Brazil,38.27
Horticultural therapist,Retail,Increasing,Moderate,77857.67,Bachelor’s Degree,14,3006,7851,35.26,96.11,Brazil,78.4
Oncologist,Retail,Increasing,Moderate,140909.36,PhD,13,4883,9497,43.66,39.16,Germany,53.01
Academic librarian,Healthcare,Increasing,High,40658.0,PhD,20,4209,8416,41.68,10.25,USA,41.53
Multimedia programmer,Education,Increasing,Low,71330.08,PhD,17,4347,4154,23.69,41.02,India,62.14
"Designer, textile",Healthcare,Decreasing,Moderate,139603.06,Bachelor’s Degree,18,7140,1055,81.03,96.92,Australia,64.74
Veterinary surgeon,Education,Increasing,Moderate,101355.9,Master’s Degree,2,2236,5941,95.49,27.86,Australia,72.39
"Designer, interior/spatial",Entertainment,Decreasing,Low,98977.29,Master’s Degree,17,173,8300,3.62,37.55,India,45.85
Hydrogeologist,IT,Increasing,Moderate,148262.66,Associate Degree,5,4608,7497,61.14,10.39,Germany,43.76
IT consultant,Education,Increasing,High,111228.56,PhD,4,7690,4282,66.6,75.18,Germany,41.0
"Engineer, automotive",Education,Decreasing,High,92413.81,PhD,18,8490,7631,13.65,45.78,Australia,21.11
"Administrator, Civil Service",Retail,Increasing,Low,62038.85,High School,9,2780,6171,85.33,48.98,USA,58.51
Corporate investment banker,Healthcare,Decreasing,Moderate,78466.0,Master’s Degree,8,4769,5133,3.03,27.01,UK,48.38
Broadcast journalist,Healthcare,Decreasing,High,34419.55,Associate Degree,7,5789,2941,17.07,70.47,Australia,56.72
Archaeologist,Finance,Increasing,High,89910.25,Bachelor’s Degree,9,1884,804,10.68,58.45,UK,76.67
"Engineer, communications",Manufacturing,Increasing,Moderate,113960.76,Associate Degree,13,1841,7767,24.48,59.1,Germany,67.26
Dancer,IT,Increasing,Low,132653.97,Master’s Degree,9,1265,407,95.54,63.87,Australia,27.28
Operations geologist,Finance,Increasing,High,100361.42,Associate Degree,3,7684,8474,9.54,20.88,Brazil,52.07
Nutritional therapist,Retail,Increasing,Moderate,52507.7,Master’s Degree,11,5191,3843,22.11,51.25,Canada,67.91
"Administrator, arts",Healthcare,Decreasing,High,90273.64,PhD,19,6157,1048,62.6,54.4,Australia,45.05
Acupuncturist,Entertainment,Increasing,High,43931.4,Bachelor’s Degree,3,6999,1932,75.07,32.49,Canada,23.85
"Investment banker, corporate",IT,Increasing,Low,62064.78,Associate Degree,0,9338,3932,92.7,82.01,Germany,29.98
Adult nurse,Finance,Increasing,Low,120954.7,Associate Degree,13,3441,8889,16.52,15.39,India,44.66
Cytogeneticist,Finance,Increasing,Moderate,81812.23,PhD,3,7789,3060,18.84,43.89,Canada,64.15
Printmaker,Finance,Increasing,Moderate,122149.39,High School,5,630,9000,49.54,75.34,India,67.02
"Surveyor, building control",Manufacturing,Increasing,Low,43163.2,Master’s Degree,9,5601,6905,5.22,82.97,Canada,24.0
Ophthalmologist,Manufacturing,Decreasing,Moderate,100233.2,Bachelor’s Degree,6,9093,4061,10.0,55.15,UK,21.28
"Radiographer, therapeutic",Retail,Decreasing,High,117075.26,Master’s Degree,18,9358,2401,37.33,78.49,Australia,34.07
Chartered public finance accountant,Finance,Decreasing,Moderate,140544.68,Bachelor’s Degree,8,3169,8717,50.03,56.38,Australia,26.5
Soil scientist,Retail,Decreasing,Moderate,70720.93,Associate Degree,6,7164,9328,79.24,44.69,Canada,56.04
"Sound technician, broadcasting/film/video",Education,Increasing,Moderate,40282.52,PhD,5,2834,9892,73.09,51.02,Canada,67.39
International aid/development worker,Entertainment,Increasing,Moderate,96630.66,Bachelor’s Degree,15,1289,5128,44.7,87.19,India,71.59
Air broker,Retail,Decreasing,Moderate,111559.62,Bachelor’s Degree,10,1569,1622,36.62,31.5,Germany,59.06
"Engineer, electronics",Retail,Decreasing,Low,69450.94,Master’s Degree,19,9198,923,57.24,40.72,USA,73.68
Public house manager,Finance,Increasing,High,73719.44,Bachelor’s Degree,5,7610,7925,19.83,67.63,UK,74.87
Software engineer,Healthcare,Increasing,High,48206.74,PhD,17,9663,7091,45.15,14.66,Germany,24.81
Geoscientist,Retail,Decreasing,High,148330.65,Associate Degree,18,4135,9135,72.33,91.53,China,35.25
Financial planner,IT,Decreasing,Low,57106.85,PhD,11,2295,9427,3.98,51.29,Brazil,62.11
"Engineer, civil (contracting)",Healthcare,Decreasing,High,130553.69,PhD,19,6579,5753,83.39,22.82,USA,50.34
Haematologist,Retail,Increasing,Low,48198.89,High School,11,8651,880,2.7,35.69,India,33.73
Web designer,Finance,Increasing,Moderate,41804.65,Master’s Degree,9,2017,8077,0.93,18.03,Germany,64.33
Catering manager,IT,Increasing,Moderate,132597.53,High School,11,2195,4145,37.08,73.61,India,45.2
Community arts worker,Entertainment,Increasing,Moderate,105342.71,PhD,15,7777,6512,83.59,40.87,Brazil,42.3
"Restaurant manager, fast food",Finance,Decreasing,High,146571.58,Bachelor’s Degree,9,6674,7318,79.99,91.56,India,75.82
Microbiologist,Healthcare,Increasing,Moderate,50191.93,Associate Degree,11,9089,7851,58.48,13.21,UK,46.36
"Teacher, secondary school",Entertainment,Increasing,Low,132655.11,Master’s Degree,1,9913,9455,3.36,70.29,China,65.47
Adult guidance worker,Transportation,Decreasing,Moderate,140633.22,Bachelor’s Degree,13,5715,7353,50.04,21.91,USA,76.21
Restaurant manager,Entertainment,Decreasing,Moderate,144700.92,Bachelor’s Degree,9,4969,8835,14.52,17.71,USA,28.39
Lobbyist,IT,Increasing,High,123363.73,PhD,2,5119,5213,8.46,99.05,Germany,38.98
"Therapist, nutritional",Healthcare,Decreasing,High,82430.19,Bachelor’s Degree,9,940,3685,65.03,58.85,Brazil,57.52
Data scientist,Manufacturing,Increasing,Moderate,55228.86,High School,9,4831,8672,70.4,58.62,Australia,34.45
Recruitment consultant,Finance,Decreasing,Low,90424.12,High School,14,4698,9728,83.37,13.09,UK,53.15
Magazine journalist,Retail,Increasing,Moderate,141474.28,Bachelor’s Degree,14,6870,8186,81.17,22.42,USA,59.62
Ergonomist,Retail,Decreasing,High,65230.6,Associate Degree,19,8788,7735,62.47,38.38,India,47.55
Fish farm manager,IT,Increasing,Moderate,76263.64,Master’s Degree,19,7373,8222,78.88,42.15,Canada,31.86
Horticultural consultant,IT,Increasing,Moderate,89053.9,High School,4,6186,1857,14.07,17.82,USA,51.27
Mechanical engineer,Transportation,Decreasing,Low,82943.69,Associate Degree,5,8864,6405,68.95,95.05,UK,57.26
"Scientist, clinical (histocompatibility and immunogenetics)",IT,Decreasing,Low,42443.97,Bachelor’s Degree,8,6944,8352,80.21,61.21,China,63.93
"Civil engineer, contracting",IT,Increasing,Moderate,113102.63,Associate Degree,17,1323,3972,42.27,61.76,UK,55.84
"Surveyor, building",Healthcare,Decreasing,High,68607.68,Bachelor’s Degree,10,8873,9258,37.61,94.76,Australia,74.39
Dealer,Entertainment,Increasing,High,121209.15,Bachelor’s Degree,5,6522,5576,32.76,41.15,India,33.71
Games developer,IT,Decreasing,High,139359.69,PhD,13,6823,4801,81.78,53.09,India,73.53
"Engineer, maintenance",Manufacturing,Increasing,Low,113120.19,Master’s Degree,18,8602,5230,27.72,99.43,USA,31.52
"Restaurant manager, fast food",Healthcare,Increasing,High,114972.16,Associate Degree,10,6365,3564,68.26,86.49,Germany,73.38
Artist,IT,Increasing,Low,57734.78,Master’s Degree,15,4806,8634,62.75,57.03,Canada,65.92
"Education officer, community",Finance,Increasing,Moderate,30787.07,PhD,2,4066,1342,97.26,8.72,Canada,54.51
Osteopath,Entertainment,Increasing,Low,146877.65,High School,1,6865,5620,74.24,14.57,India,68.97
Operational investment banker,IT,Decreasing,High,121599.71,Bachelor’s Degree,16,192,5136,48.83,72.08,Germany,57.11
"Scientist, research (maths)",Transportation,Increasing,Low,108264.54,Master’s Degree,14,7300,3385,31.74,77.55,India,46.02
Theme park manager,Manufacturing,Decreasing,High,55825.96,Master’s Degree,0,5271,9503,70.63,74.73,Germany,36.61
Barrister's clerk,Healthcare,Increasing,High,132841.34,High School,6,8285,6233,42.15,97.48,India,20.89
Educational psychologist,IT,Increasing,High,94907.37,Bachelor’s Degree,19,4922,4739,51.06,96.02,Australia,75.12
Art gallery manager,IT,Increasing,Moderate,115360.83,High School,18,1652,4303,69.31,4.9,UK,57.38
Tax inspector,IT,Decreasing,Low,57963.84,PhD,15,8732,1439,71.91,35.26,Germany,53.5
Historic buildings inspector/conservation officer,Manufacturing,Decreasing,Moderate,93453.92,High School,7,2070,1184,59.07,81.4,Brazil,27.64
Seismic interpreter,Healthcare,Increasing,High,113827.86,Master’s Degree,9,9923,9459,95.73,41.08,UK,57.69
Probation officer,Entertainment,Decreasing,Moderate,34880.05,Associate Degree,15,6667,7733,93.59,54.44,India,55.11
Museum education officer,Finance,Decreasing,Low,96905.06,Associate Degree,1,2871,9237,22.87,0.6,USA,68.15
Technical sales engineer,Healthcare,Increasing,Moderate,42461.48,High School,5,9801,8750,70.15,38.42,Canada,59.24
"Designer, multimedia",IT,Decreasing,High,67035.19,PhD,7,9292,1481,99.73,31.06,UK,60.33
"Scientist, physiological",Finance,Decreasing,Moderate,38842.68,PhD,5,140,578,13.31,10.43,Germany,61.39
"Psychologist, clinical",Retail,Increasing,Low,82362.3,PhD,15,6475,8202,80.4,42.84,Australia,48.99
Ergonomist,Healthcare,Decreasing,High,133214.63,PhD,6,7451,1353,8.97,94.98,Germany,78.72
Aid worker,Education,Increasing,Low,69535.54,Bachelor’s Degree,6,4009,5347,10.05,1.7,Brazil,26.44
Agricultural engineer,Entertainment,Increasing,High,130975.98,Master’s Degree,19,1898,5230,93.2,87.36,Germany,42.97
"Solicitor, Scotland",Transportation,Increasing,Low,131924.14,High School,20,5385,393,30.68,11.73,USA,27.12
Glass blower/designer,Transportation,Decreasing,Moderate,31060.44,Bachelor’s Degree,17,2382,6914,92.99,37.64,India,63.31
Geophysical data processor,IT,Increasing,High,133728.57,Associate Degree,11,6429,8713,27.87,70.6,Brazil,38.99
"Editor, commissioning",Finance,Increasing,High,93683.08,PhD,13,8057,8103,80.18,2.65,UK,32.57
"Engineer, manufacturing systems",Healthcare,Increasing,High,80556.81,High School,18,1445,1736,96.33,98.9,Germany,37.47
"Programmer, multimedia",Transportation,Increasing,Moderate,53202.25,PhD,18,2283,8787,55.89,72.93,UK,45.28
"Psychologist, forensic",Healthcare,Increasing,Moderate,145258.19,Bachelor’s Degree,4,8540,9047,39.58,11.58,USA,45.18
Broadcast engineer,Manufacturing,Increasing,Low,34286.74,Bachelor’s Degree,7,5518,4413,70.37,27.39,USA,66.0
Ecologist,Finance,Decreasing,Low,92695.31,Associate Degree,7,9083,159,3.67,39.33,Germany,65.9
Retail banker,IT,Increasing,High,36132.19,Bachelor’s Degree,11,6610,2300,14.4,76.28,Canada,36.55
Higher education careers adviser,Retail,Decreasing,Moderate,147704.7,PhD,5,4705,3913,10.48,19.57,China,57.36
Radio producer,Healthcare,Increasing,Moderate,134572.52,Associate Degree,10,5448,1724,38.92,74.47,China,27.96
Fitness centre manager,Transportation,Decreasing,High,87649.44,Bachelor’s Degree,11,4626,5817,26.93,67.16,China,57.88
"Designer, industrial/product",Healthcare,Decreasing,High,135856.27,PhD,2,8828,3345,94.82,22.37,Germany,26.48
Scientific laboratory technician,Education,Decreasing,Low,55187.99,PhD,3,3835,5338,41.25,60.74,India,33.38
"Research officer, government",Finance,Decreasing,Moderate,55438.43,PhD,13,539,2024,12.73,99.0,Canada,62.01
Water quality scientist,Healthcare,Increasing,Moderate,95779.13,Associate Degree,2,9790,6315,46.27,2.34,China,55.33
Geophysicist/field seismologist,IT,Decreasing,High,54075.45,PhD,18,7240,2684,57.36,13.76,Brazil,37.75
Heritage manager,Retail,Increasing,High,114964.2,High School,17,2504,4708,70.64,24.23,Canada,27.6
"Administrator, arts",Transportation,Decreasing,High,124896.98,Bachelor’s Degree,11,6018,1174,9.22,81.81,China,25.36
Actor,Retail,Decreasing,High,127066.36,Associate Degree,6,1602,5377,7.99,63.02,Brazil,28.53
Clinical molecular geneticist,IT,Increasing,Moderate,121274.34,Associate Degree,20,5450,7766,14.12,87.7,Brazil,47.8
Chief Operating Officer,IT,Increasing,High,124168.18,Associate Degree,11,1775,2208,85.67,7.32,Australia,24.35
Ambulance person,Education,Decreasing,Moderate,47728.0,High School,15,9760,8296,25.81,63.98,Australia,47.72
Recruitment consultant,Retail,Decreasing,Moderate,87401.11,Master’s Degree,2,8563,1063,73.24,37.43,USA,29.39
Lobbyist,Education,Decreasing,Low,74298.99,High School,5,5726,6286,16.52,59.32,UK,50.15
Biomedical scientist,Education,Increasing,Low,100976.2,Associate Degree,12,8931,5926,71.41,1.32,Australia,74.92
"Administrator, sports",Education,Decreasing,Moderate,130481.34,High School,19,8439,7191,19.49,23.74,USA,32.75
Visual merchandiser,Entertainment,Decreasing,Low,38687.45,Bachelor’s Degree,20,551,3837,3.6,14.42,China,68.14
"Administrator, local government",IT,Decreasing,High,105552.23,High School,2,2602,6932,97.28,62.53,Germany,52.05
Product manager,Manufacturing,Decreasing,Moderate,51018.32,High School,17,1577,3594,47.46,27.54,India,71.16
"Administrator, Civil Service",IT,Increasing,Moderate,114424.55,Master’s Degree,11,4015,194,5.98,15.85,Germany,53.1
Location manager,Finance,Decreasing,Moderate,82342.64,Master’s Degree,16,2489,6702,13.41,50.95,Germany,32.12
Farm manager,Transportation,Decreasing,Low,53689.13,PhD,15,3784,465,67.74,33.1,China,33.79
Medical sales representative,Transportation,Increasing,Moderate,35849.66,PhD,17,5529,2740,59.76,30.42,China,67.71
"Designer, furniture",IT,Decreasing,Low,36200.4,PhD,0,7794,855,12.17,82.82,China,49.81
Chief Technology Officer,Education,Increasing,High,56630.17,High School,8,4374,1798,5.76,87.97,Australia,37.19
Production manager,Transportation,Decreasing,Low,104443.0,Bachelor’s Degree,13,833,7909,76.58,33.64,China,25.34
"Surveyor, insurance",Entertainment,Increasing,Moderate,34870.11,Associate Degree,7,7621,2353,36.34,8.04,UK,78.4
Location manager,Education,Decreasing,Low,114235.92,Associate Degree,5,1221,5278,73.49,89.63,Germany,21.71
"Merchandiser, retail",IT,Decreasing,High,45336.6,Bachelor’s Degree,16,1829,572,8.57,60.76,Australia,72.04
Electronics engineer,Education,Increasing,Moderate,55417.38,Bachelor’s Degree,16,5514,9329,13.73,73.07,USA,75.39
Soil scientist,Manufacturing,Decreasing,High,62159.58,Associate Degree,20,6963,723,95.65,85.22,China,49.54
Quarry manager,Retail,Decreasing,High,31756.61,Associate Degree,14,6895,8567,60.09,36.35,Canada,58.95
Chief Technology Officer,Healthcare,Decreasing,Low,147267.0,Master’s Degree,20,1749,3996,41.12,82.11,UK,29.73
Insurance broker,Retail,Decreasing,Moderate,62713.87,Master’s Degree,16,1264,8903,72.37,73.45,USA,25.15
"Nurse, children's",Entertainment,Increasing,High,80768.65,Master’s Degree,3,3000,3621,59.48,52.87,Brazil,58.84
"Surveyor, mining",IT,Increasing,Moderate,103146.56,PhD,3,2734,8412,57.57,6.01,China,48.94
Product/process development scientist,Retail,Decreasing,High,38783.6,Bachelor’s Degree,17,8351,3114,52.81,67.11,China,30.61
Archivist,Transportation,Decreasing,High,38907.8,Bachelor’s Degree,10,7526,3833,41.38,81.28,USA,63.96
Academic librarian,Retail,Increasing,High,85419.28,PhD,3,2272,9789,85.85,6.17,Brazil,44.91
Public relations officer,Finance,Decreasing,Moderate,99662.81,Master’s Degree,3,5515,5610,80.1,74.16,UK,29.1
Orthoptist,Healthcare,Decreasing,Low,46403.0,Associate Degree,4,230,2914,94.73,76.08,Australia,37.12
Emergency planning/management officer,Healthcare,Increasing,High,129085.77,High School,10,8316,2386,4.8,22.39,Germany,34.12
IT sales professional,Finance,Decreasing,Low,85981.88,High School,4,7944,3215,9.0,28.68,Australia,29.55
Paramedic,Education,Increasing,High,114696.1,PhD,7,5178,8858,52.19,65.97,Brazil,62.39
Optometrist,Entertainment,Increasing,Low,100893.24,High School,11,3293,1483,4.05,60.68,Canada,27.95
Personnel officer,Healthcare,Increasing,Low,85428.12,Bachelor’s Degree,1,5688,5664,1.13,40.83,UK,31.87
Volunteer coordinator,Healthcare,Decreasing,High,60437.16,High School,20,7625,4447,71.08,58.71,Australia,33.81
Intelligence analyst,Entertainment,Increasing,High,31752.79,Bachelor’s Degree,5,3741,4124,69.53,86.65,Canada,34.92
"Designer, textile",IT,Decreasing,Moderate,55541.27,Associate Degree,12,1318,2695,50.43,72.04,Germany,29.3
Theatre director,Transportation,Increasing,Moderate,46156.02,Associate Degree,7,4645,7139,64.4,66.55,Canada,29.17
Automotive engineer,Healthcare,Increasing,Moderate,36883.27,High School,13,3212,8630,78.46,94.27,China,53.66
"Therapist, horticultural",IT,Increasing,Moderate,135663.06,Associate Degree,2,764,2051,22.76,98.98,China,24.34
Warden/ranger,Manufacturing,Increasing,Moderate,66907.92,High School,17,6932,8024,83.28,43.3,Canada,23.36
Medical illustrator,Manufacturing,Increasing,High,84517.52,Associate Degree,7,4399,9945,88.07,39.09,Brazil,29.43
Human resources officer,Healthcare,Decreasing,Moderate,124595.65,High School,18,9358,1185,89.75,14.22,Brazil,24.35
Tax inspector,Transportation,Increasing,Moderate,118559.28,Master’s Degree,9,4955,4580,56.28,89.08,USA,31.96
Regulatory affairs officer,Healthcare,Decreasing,Moderate,101005.4,PhD,1,2943,9547,22.79,93.23,China,30.34
"Scientist, clinical (histocompatibility and immunogenetics)",Manufacturing,Increasing,Moderate,111143.68,Associate Degree,15,5099,2850,91.92,11.0,Brazil,69.34
Diagnostic radiographer,IT,Decreasing,High,130987.64,High School,20,6067,8499,14.4,86.61,China,69.28
Financial adviser,Transportation,Decreasing,Low,63514.33,Master’s Degree,2,6945,8399,62.45,29.31,USA,51.6
"Nurse, mental health",Manufacturing,Increasing,Moderate,134423.0,Master’s Degree,17,3270,1738,48.01,5.3,Canada,30.63
"Surveyor, minerals",IT,Increasing,High,35488.73,PhD,18,375,1980,98.06,97.14,UK,29.99
Chartered loss adjuster,Manufacturing,Decreasing,Low,67785.56,Associate Degree,17,354,2185,84.45,93.66,USA,56.72
Environmental education officer,IT,Increasing,Moderate,46044.0,High School,14,951,458,55.84,75.45,UK,54.66
Naval architect,Transportation,Increasing,Low,98356.34,Master’s Degree,3,5726,3074,6.44,27.75,Canada,73.67
Chartered public finance accountant,Finance,Increasing,Low,91900.74,Master’s Degree,15,6412,3478,30.06,14.39,UK,48.19
Haematologist,IT,Increasing,High,110313.54,Bachelor’s Degree,5,8091,1176,56.23,39.99,Brazil,60.89
"Research officer, government",IT,Decreasing,Low,113845.21,Bachelor’s Degree,16,6528,180,37.44,97.28,USA,42.91
"Nurse, adult",Finance,Increasing,Low,133024.01,Master’s Degree,11,2005,9976,53.03,55.66,Germany,63.13
"Secretary, company",IT,Decreasing,Moderate,82777.2,Bachelor’s Degree,15,9416,2982,83.35,15.33,UK,61.08
"Development worker, community",Transportation,Increasing,Low,90191.1,Bachelor’s Degree,2,3330,7796,58.3,72.13,UK,68.35
Psychiatrist,Entertainment,Increasing,Moderate,102553.32,PhD,3,2892,9241,10.19,83.64,Canada,70.54
Radio broadcast assistant,Transportation,Increasing,Low,37141.4,Associate Degree,10,6199,6310,34.46,53.51,USA,70.73
"Engineer, technical sales",IT,Decreasing,High,86151.27,Bachelor’s Degree,9,1712,7818,60.79,0.96,Australia,54.15
"Lecturer, higher education",Retail,Increasing,High,147985.66,High School,0,1715,913,30.24,53.87,India,25.96
"Scientist, audiological",Finance,Increasing,High,78323.54,Associate Degree,7,3194,1758,64.37,43.94,USA,32.96
"Pharmacist, community",Healthcare,Increasing,Moderate,118477.72,Associate Degree,5,8925,2667,56.62,58.28,China,70.95
Health promotion specialist,IT,Decreasing,Low,114140.28,Bachelor’s Degree,13,4935,5109,83.56,38.24,USA,47.42
"Engineer, control and instrumentation",Entertainment,Increasing,Low,113009.97,Associate Degree,10,1292,7916,94.48,44.37,Canada,45.07
Public librarian,Finance,Increasing,Moderate,132389.15,High School,0,6203,7184,38.45,34.03,China,22.26
Geochemist,Retail,Decreasing,Moderate,106617.82,Bachelor’s Degree,1,4055,9234,34.91,6.3,China,45.38
Charity fundraiser,Healthcare,Decreasing,High,78817.24,High School,10,9644,3959,1.51,54.62,China,41.38
Senior tax professional/tax inspector,Education,Decreasing,Moderate,77251.66,High School,1,3200,8580,11.43,8.52,USA,52.91
"Designer, jewellery",Manufacturing,Increasing,Low,134871.59,Associate Degree,8,2364,7938,54.74,94.8,Germany,35.43
Audiological scientist,Finance,Decreasing,High,32395.66,High School,15,5771,1619,78.24,60.04,India,78.75
Armed forces logistics/support/administrative officer,Entertainment,Decreasing,Moderate,41975.56,High School,20,8239,455,29.29,93.05,Germany,64.02
Forensic scientist,Transportation,Decreasing,Low,91097.24,High School,4,444,6372,24.52,33.39,China,61.88
Advertising account executive,Education,Increasing,Low,36277.15,Associate Degree,13,8648,9533,70.04,73.06,Brazil,35.35
Armed forces logistics/support/administrative officer,Entertainment,Increasing,Low,37798.21,Master’s Degree,17,2985,7602,12.68,72.21,Brazil,65.4
"Therapist, art",Retail,Increasing,High,92938.41,Bachelor’s Degree,14,356,3142,37.93,90.99,Australia,44.76
"Solicitor, Scotland",Entertainment,Decreasing,High,43570.49,Bachelor’s Degree,6,4392,667,96.49,5.76,Germany,47.99
"Engineer, structural",Retail,Decreasing,Low,116192.53,Master’s Degree,9,9162,2689,31.62,46.52,Brazil,31.95
Engineering geologist,Transportation,Increasing,Low,73984.38,Bachelor’s Degree,17,5146,9397,26.75,22.94,Germany,37.37
Set designer,Finance,Increasing,Moderate,31552.48,Associate Degree,11,7254,5676,9.27,22.68,Australia,24.04
Mental health nurse,Manufacturing,Increasing,Low,44281.76,PhD,14,2245,4672,40.49,10.66,USA,32.81
"Scientist, audiological",IT,Increasing,Moderate,66256.3,PhD,20,7574,7976,96.58,67.03,UK,30.28
Sports coach,IT,Decreasing,Moderate,138477.47,Bachelor’s Degree,10,8505,8828,61.47,90.58,Germany,47.7
"Teacher, early years/pre",Retail,Increasing,Moderate,144503.78,High School,2,7755,1391,25.53,45.65,Germany,28.05
Energy manager,Finance,Increasing,Moderate,141414.22,PhD,6,5232,6738,8.33,73.02,Brazil,58.53
Clinical psychologist,Transportation,Decreasing,Low,88605.73,Master’s Degree,18,5237,998,55.33,35.58,Germany,63.75
Meteorologist,Entertainment,Decreasing,Moderate,140676.99,Bachelor’s Degree,10,2998,2252,74.81,29.1,India,59.8
"Engineer, chemical",Transportation,Increasing,High,90255.48,High School,0,9469,2084,10.06,87.78,USA,27.73
Physiotherapist,Retail,Decreasing,Low,112218.67,PhD,0,5485,3303,8.01,20.74,Australia,27.07
Media buyer,Manufacturing,Decreasing,High,89335.72,Bachelor’s Degree,16,6283,1372,69.96,65.19,Canada,32.11
Medical technical officer,Transportation,Decreasing,Low,87887.08,High School,10,4087,1305,97.68,58.14,India,39.8
Building control surveyor,Manufacturing,Decreasing,Low,99510.52,Associate Degree,0,5676,5579,30.93,73.31,Germany,78.31
Analytical chemist,Transportation,Increasing,Low,101130.12,Master’s Degree,4,804,7481,59.76,1.36,USA,75.02
Publishing rights manager,Retail,Increasing,Low,97255.07,PhD,9,4249,3975,35.38,35.27,Canada,55.39
Optometrist,Finance,Increasing,Low,134556.01,Master’s Degree,11,9214,7883,2.15,33.29,Brazil,65.87
Financial controller,Retail,Increasing,High,46606.31,Bachelor’s Degree,13,8653,5902,82.64,15.27,India,65.0
Television floor manager,Transportation,Increasing,Low,111651.34,PhD,12,3632,1203,66.21,34.39,China,39.46
Associate Professor,Entertainment,Decreasing,Low,75014.95,Associate Degree,20,204,6151,72.7,23.2,Canada,79.1
"Designer, interior/spatial",Healthcare,Increasing,Low,110775.63,Associate Degree,1,5317,5240,86.49,40.62,China,66.91
Primary school teacher,Retail,Increasing,Moderate,85904.64,High School,8,3307,1303,87.41,59.78,Australia,33.94
Financial trader,Healthcare,Increasing,Moderate,84923.47,Associate Degree,2,5800,5064,97.28,55.4,Germany,77.62
"Psychotherapist, dance movement",Healthcare,Increasing,Moderate,133417.29,High School,15,9558,884,49.91,89.18,China,52.34
"Engineer, communications",IT,Increasing,High,127334.89,Master’s Degree,5,2500,7636,31.93,17.67,UK,35.62
"Designer, textile",Finance,Decreasing,High,34484.86,High School,13,2850,9016,3.12,72.68,Australia,22.5
Landscape architect,Healthcare,Increasing,Low,116375.98,Master’s Degree,3,9806,1398,18.86,65.75,UK,46.06
Environmental consultant,IT,Decreasing,High,72982.44,Bachelor’s Degree,2,342,6507,47.81,36.44,Australia,34.52
Exhibition designer,Finance,Increasing,High,36483.74,Master’s Degree,6,6028,3836,77.27,39.18,India,65.47
"Surveyor, insurance",Education,Increasing,Low,88447.52,Master’s Degree,13,9937,5188,73.71,95.5,Germany,70.54
Conference centre manager,Finance,Increasing,Low,94213.06,Bachelor’s Degree,0,4644,4654,27.34,26.93,Brazil,33.54
Automotive engineer,Healthcare,Increasing,Low,59409.64,Associate Degree,12,3677,5473,79.24,63.22,UK,79.85
Chief Strategy Officer,IT,Increasing,Low,42280.39,Bachelor’s Degree,5,4889,6892,45.94,70.61,UK,71.0
Metallurgist,Healthcare,Decreasing,Moderate,49934.4,High School,4,6406,280,63.67,10.38,Australia,59.98
"Development worker, community",Entertainment,Decreasing,Low,106890.6,Master’s Degree,5,2507,3555,38.62,7.27,Germany,23.1
Garment/textile technologist,Transportation,Increasing,Moderate,135044.1,High School,16,2855,438,4.69,35.77,Brazil,44.86
Theatre manager,Healthcare,Decreasing,Moderate,132580.75,Master’s Degree,18,4897,7859,47.03,83.29,China,28.28
"Producer, radio",Education,Decreasing,Low,116993.45,PhD,18,3159,9421,71.26,93.48,Canada,56.25
Ecologist,Entertainment,Increasing,Moderate,40203.76,Master’s Degree,12,6896,4337,9.41,19.01,Brazil,62.5
Risk analyst,IT,Decreasing,High,79445.61,Bachelor’s Degree,15,306,9623,96.88,43.94,Australia,21.66
Commissioning editor,Education,Increasing,Low,30198.71,PhD,20,8052,4959,9.37,72.85,Canada,61.98
"Radiographer, diagnostic",Entertainment,Decreasing,Low,124857.55,Bachelor’s Degree,2,1931,4288,94.12,41.9,Canada,46.27
Comptroller,Education,Increasing,High,59132.36,High School,10,6761,4731,63.46,10.78,Brazil,49.86
Agricultural consultant,IT,Increasing,Moderate,109838.88,Associate Degree,11,7323,5390,1.65,48.3,India,79.74
Advertising copywriter,Retail,Increasing,High,50731.17,High School,20,7368,7761,86.42,25.0,USA,42.38
Consulting civil engineer,Healthcare,Decreasing,Moderate,114086.47,Bachelor’s Degree,0,399,2047,68.56,61.32,India,69.22
"Radiographer, diagnostic",Retail,Increasing,Low,124625.72,Associate Degree,0,3716,9071,66.27,35.1,Brazil,43.09
Materials engineer,IT,Decreasing,Moderate,66079.33,Associate Degree,1,9003,1429,93.67,66.01,China,29.24
Armed forces technical officer,Healthcare,Decreasing,High,147637.12,High School,11,843,9952,23.54,32.68,Canada,77.77
Dramatherapist,Finance,Decreasing,High,121555.61,High School,9,4461,4840,70.33,37.58,USA,22.66
"Teacher, secondary school",Transportation,Increasing,Moderate,73473.16,High School,16,7812,2326,25.11,5.78,Canada,48.17
Health physicist,Entertainment,Decreasing,Low,89432.55,Bachelor’s Degree,12,9401,712,98.54,14.45,China,28.26
Child psychotherapist,Transportation,Increasing,Low,130055.82,Master’s Degree,6,1626,1917,73.57,30.78,Brazil,46.27
"Engineer, chemical",Entertainment,Decreasing,Low,136797.86,PhD,5,8890,6639,42.34,85.07,China,51.6
Dentist,Education,Increasing,Moderate,31480.0,High School,10,3145,2293,67.24,41.38,Canada,54.08
Police officer,Entertainment,Decreasing,Moderate,59430.76,Master’s Degree,12,6252,930,87.23,96.27,Canada,48.74
Chartered loss adjuster,Healthcare,Decreasing,Low,133386.28,High School,12,8162,2728,49.77,65.09,UK,62.03
Industrial buyer,Education,Increasing,Moderate,75102.85,High School,17,4532,8925,11.23,59.45,Australia,34.32
"Scientist, audiological",Education,Increasing,Low,135569.25,Associate Degree,12,3308,1159,34.22,84.54,India,38.5
Counselling psychologist,Healthcare,Decreasing,Low,94057.62,Bachelor’s Degree,15,1594,6937,40.31,79.92,Germany,41.12
Fisheries officer,Education,Increasing,Moderate,41887.92,High School,9,4748,7952,90.78,69.51,Germany,48.48
Futures trader,Retail,Increasing,Low,121029.58,Associate Degree,14,8254,4636,48.33,29.43,Germany,76.44
"Scientist, forensic",Entertainment,Decreasing,Low,121302.77,Associate Degree,4,5712,3235,77.55,22.83,USA,79.53
"Journalist, newspaper",IT,Increasing,Low,145665.68,PhD,5,9142,2187,86.55,61.54,China,46.11
Corporate investment banker,Education,Increasing,High,32763.76,Associate Degree,10,8593,6527,46.37,4.02,Brazil,69.64
Research scientist (physical sciences),Finance,Increasing,Low,56889.27,Bachelor’s Degree,20,8037,4029,60.48,42.61,Germany,23.08
"Education officer, community",Transportation,Decreasing,Moderate,50165.63,PhD,0,5970,8483,43.96,30.84,Germany,73.23
"Production assistant, television",Retail,Increasing,Low,78078.47,Bachelor’s Degree,2,7887,9103,79.26,24.83,Canada,52.62
Restaurant manager,IT,Increasing,High,90107.61,Associate Degree,11,7844,9046,90.69,10.97,Brazil,54.26
"Surveyor, building",Retail,Increasing,Moderate,53708.5,High School,0,829,4421,83.96,86.21,Australia,33.84
Senior tax professional/tax inspector,Transportation,Decreasing,Moderate,129717.69,High School,12,7452,9060,61.65,2.2,Brazil,62.47
Primary school teacher,Healthcare,Increasing,Low,121652.5,Associate Degree,9,6424,6891,90.7,34.76,USA,69.93
Industrial/product designer,Manufacturing,Decreasing,Moderate,131411.06,High School,15,655,3467,66.89,93.02,UK,68.57
"Surveyor, hydrographic",Retail,Increasing,Low,79268.81,PhD,1,1332,535,15.59,12.6,Canada,74.04
Outdoor activities/education manager,Education,Decreasing,Moderate,33544.39,Bachelor’s Degree,1,8114,9397,92.31,94.0,Germany,67.58
"Scientist, physiological",IT,Decreasing,High,110811.97,Bachelor’s Degree,4,9391,2245,35.7,74.6,Germany,66.52
Trade union research officer,IT,Decreasing,High,133618.49,Bachelor’s Degree,15,5286,6033,3.0,91.88,Canada,23.92
Herbalist,Manufacturing,Increasing,Moderate,132936.9,Master’s Degree,7,3733,1170,59.64,99.84,Australia,29.02
Advice worker,Transportation,Decreasing,High,82622.46,Associate Degree,3,1792,6829,52.42,88.03,India,54.66
Government social research officer,Retail,Decreasing,Moderate,109746.01,High School,17,9572,3015,99.51,98.19,Brazil,32.54
Land/geomatics surveyor,Retail,Decreasing,Low,83536.61,High School,19,8010,5407,1.74,10.12,Australia,32.16
"Sales professional, IT",Retail,Decreasing,Moderate,33595.06,Associate Degree,17,8408,7911,80.71,57.42,India,61.81
"Psychologist, educational",Healthcare,Decreasing,Low,47908.9,High School,5,6157,5607,62.15,48.96,Germany,56.85
Cartographer,Manufacturing,Increasing,Low,35606.54,High School,3,3955,1571,84.23,12.65,China,63.6
Chief Technology Officer,Transportation,Increasing,Low,61468.88,PhD,9,9377,4197,76.08,34.47,UK,22.19
Public house manager,Finance,Increasing,Low,39213.22,PhD,9,7533,9293,31.06,25.71,Germany,45.7
Administrator,Healthcare,Decreasing,High,36422.72,Associate Degree,2,7795,8445,62.99,22.83,Australia,62.77
Museum/gallery conservator,Transportation,Increasing,High,137138.06,Bachelor’s Degree,13,7322,2228,95.07,38.76,Germany,34.25
Recruitment consultant,Healthcare,Increasing,Moderate,91488.24,Master’s Degree,4,4925,4588,19.76,88.19,Canada,23.03
"Buyer, industrial",Retail,Decreasing,Low,33889.47,Master’s Degree,10,3180,5321,60.08,65.68,USA,64.62
Insurance claims handler,Finance,Increasing,Moderate,93657.74,PhD,14,2350,4666,19.86,77.98,Canada,23.36
Fashion designer,Entertainment,Increasing,High,57675.42,Master’s Degree,10,2596,2715,5.63,5.08,China,55.31
Agricultural consultant,Healthcare,Increasing,Low,78033.16,Bachelor’s Degree,2,2771,830,45.72,52.26,Brazil,58.96
"Therapist, music",Retail,Decreasing,Moderate,103486.76,Associate Degree,13,674,3365,13.59,99.92,UK,47.71
"Designer, jewellery",Entertainment,Decreasing,Moderate,127246.09,Master’s Degree,10,7347,5755,86.81,98.96,China,57.09
"Surveyor, land/geomatics",IT,Increasing,High,144939.71,Bachelor’s Degree,8,4195,3406,34.36,49.89,China,43.61
"Engineer, manufacturing",Manufacturing,Decreasing,High,74085.0,Master’s Degree,12,4555,7216,5.6,93.41,India,49.31
"Surveyor, hydrographic",IT,Decreasing,High,115899.46,Bachelor’s Degree,16,435,3272,30.97,3.65,India,21.04
Marine scientist,Entertainment,Decreasing,High,142509.03,Associate Degree,5,5696,7567,67.49,54.75,USA,49.89
Firefighter,Entertainment,Decreasing,Moderate,117308.72,PhD,7,6886,7932,99.55,32.85,Canada,28.81
Retail merchandiser,Healthcare,Increasing,Low,116452.56,Associate Degree,3,7275,8148,88.72,78.32,USA,56.9
"Psychologist, occupational",IT,Decreasing,Moderate,47771.79,Associate Degree,20,948,8112,5.81,75.34,China,43.54
IT trainer,Manufacturing,Decreasing,Moderate,76287.92,Associate Degree,19,3176,846,16.74,91.56,UK,53.93
"Education officer, community",Entertainment,Increasing,High,145204.89,PhD,1,2983,7963,75.47,97.92,USA,71.35
Technical author,Healthcare,Increasing,High,61245.36,Associate Degree,8,2554,6643,97.64,78.3,India,32.65
"Scientist, marine",Entertainment,Decreasing,Low,63181.0,High School,19,130,9130,27.34,57.81,USA,36.69
"Civil engineer, consulting",Transportation,Increasing,High,145813.57,High School,11,2370,643,37.36,45.63,Brazil,42.72
"Scientist, marine",Healthcare,Increasing,Moderate,54058.89,Master’s Degree,11,7178,258,87.74,52.61,India,58.84
Quarry manager,Entertainment,Increasing,High,49926.45,PhD,11,4256,4481,89.16,56.94,Canada,58.82
Control and instrumentation engineer,Retail,Decreasing,Low,115496.68,High School,12,5187,6431,69.65,90.75,Australia,33.89
Structural engineer,Retail,Decreasing,High,114100.83,Bachelor’s Degree,2,5084,8763,81.7,17.09,Brazil,66.39
Oceanographer,Retail,Increasing,High,92157.17,Master’s Degree,5,5817,3434,45.28,18.0,Canada,67.02
Consulting civil engineer,Finance,Decreasing,Moderate,85058.02,Master’s Degree,10,6821,5800,35.47,29.99,China,38.77
"Librarian, public",Retail,Increasing,Low,47688.25,PhD,15,5793,8167,70.62,54.59,China,53.66
"Surveyor, commercial/residential",Retail,Decreasing,Moderate,123472.92,Master’s Degree,16,5374,1438,72.46,5.13,Australia,61.63
"Therapist, horticultural",Finance,Decreasing,Moderate,125393.1,High School,5,9063,1643,84.97,11.47,India,79.65
Clinical cytogeneticist,Retail,Decreasing,Low,73665.57,PhD,2,6062,4595,86.77,21.78,India,37.11
Leisure centre manager,Manufacturing,Decreasing,High,109878.96,Associate Degree,4,2727,3945,18.64,79.49,USA,75.44
Commercial art gallery manager,Entertainment,Decreasing,High,128927.03,PhD,18,9861,9456,29.74,24.79,UK,36.86
Research scientist (physical sciences),Transportation,Increasing,Moderate,138577.62,High School,8,3145,4800,70.75,96.72,India,68.09
Museum/gallery exhibitions officer,Retail,Decreasing,High,42889.51,PhD,13,9779,2572,39.16,9.3,India,23.13
"Education officer, community",Healthcare,Decreasing,Moderate,77921.54,Associate Degree,14,3316,2047,28.69,70.69,USA,25.36
Theatre director,Healthcare,Increasing,Low,109392.81,Bachelor’s Degree,16,5339,2236,12.14,62.88,Australia,75.45
Sub,Transportation,Decreasing,Low,32563.11,Master’s Degree,9,2918,6710,54.41,41.52,Brazil,45.18
"Designer, ceramics/pottery",Entertainment,Decreasing,High,68861.12,Master’s Degree,8,7614,3189,39.08,93.13,China,27.55
"Designer, fashion/clothing",Education,Decreasing,High,54722.2,Associate Degree,17,8512,7307,75.37,79.1,Canada,61.92
Press photographer,Transportation,Increasing,Moderate,137277.59,Associate Degree,12,2511,6869,60.73,22.72,Brazil,49.46
Multimedia specialist,Healthcare,Increasing,Moderate,64572.16,Associate Degree,8,8152,1764,78.35,96.1,Germany,39.4
Educational psychologist,IT,Increasing,High,92661.11,Associate Degree,15,3349,302,5.57,58.26,USA,37.42
Seismic interpreter,Transportation,Increasing,High,146726.36,High School,12,252,8583,3.11,52.03,Canada,76.88
Translator,Entertainment,Increasing,Moderate,120330.37,PhD,13,3870,5732,90.26,64.1,India,59.62
Market researcher,IT,Increasing,High,71105.83,High School,4,939,2521,26.92,12.31,UK,30.18
"Production assistant, television",Finance,Increasing,High,52262.35,High School,14,8864,8847,65.81,40.39,Brazil,60.88
Personal assistant,Entertainment,Increasing,Moderate,71285.17,Associate Degree,16,1137,2503,54.49,8.46,UK,41.06
"Accountant, chartered certified",Manufacturing,Decreasing,Moderate,126427.28,PhD,1,7271,248,6.36,22.41,Canada,25.84
Legal executive,IT,Increasing,Low,112339.97,Associate Degree,8,4666,8553,13.15,6.83,Australia,76.27
Commercial art gallery manager,IT,Increasing,Moderate,88791.15,Bachelor’s Degree,6,4199,8097,72.19,20.71,Brazil,52.57
"Restaurant manager, fast food",Retail,Increasing,Moderate,79702.91,Bachelor’s Degree,8,2796,7303,26.77,96.82,China,22.5
Building surveyor,Finance,Increasing,High,53258.39,PhD,11,9176,5716,52.19,82.59,Canada,29.03
"Surveyor, minerals",Transportation,Increasing,Low,115007.22,Master’s Degree,0,7287,3928,96.18,69.71,Australia,30.83
Research scientist (maths),Transportation,Increasing,Low,146152.3,High School,20,6216,6801,59.56,51.96,Canada,38.33
Insurance claims handler,Transportation,Increasing,Low,88309.38,PhD,2,5500,1292,42.4,35.22,Brazil,58.47
"Horticulturist, amenity",Transportation,Increasing,High,108311.1,PhD,15,8231,4742,83.32,3.11,USA,56.6
"Clinical scientist, histocompatibility and immunogenetics",Manufacturing,Decreasing,Moderate,43132.16,Master’s Degree,16,8789,153,78.35,61.37,USA,51.28
Insurance underwriter,IT,Decreasing,Moderate,84469.79,Bachelor’s Degree,17,1444,8593,45.97,68.6,USA,38.3
Chief Marketing Officer,Transportation,Decreasing,Low,94049.57,High School,10,5165,5565,24.86,5.1,India,78.28
Recycling officer,Finance,Increasing,Moderate,136693.22,Master’s Degree,18,2271,1459,75.96,44.28,China,50.02
Engineering geologist,Transportation,Increasing,Moderate,124858.24,High School,3,3724,3058,29.85,18.76,Germany,72.63
Recruitment consultant,Retail,Increasing,Low,91238.63,High School,15,3522,9117,66.2,16.79,China,79.75
Outdoor activities/education manager,Entertainment,Increasing,Moderate,38351.2,Associate Degree,2,8898,8992,21.05,84.46,USA,67.35
Financial adviser,Education,Decreasing,Moderate,72577.01,Associate Degree,14,1674,5651,52.37,92.38,India,71.71
Software engineer,Education,Increasing,Low,63008.76,PhD,18,7691,2789,67.71,5.52,Brazil,67.74
Sports therapist,Healthcare,Increasing,Moderate,55218.48,Bachelor’s Degree,2,4373,4343,18.25,31.87,Canada,77.05
Nature conservation officer,Healthcare,Increasing,Moderate,115591.97,PhD,5,8924,5100,44.21,2.26,Canada,27.64
International aid/development worker,Entertainment,Increasing,Moderate,102180.2,Associate Degree,14,6753,8936,42.98,53.32,China,57.85
Maintenance engineer,Transportation,Increasing,Moderate,123329.04,PhD,18,3115,5879,36.21,72.69,UK,73.85
Social worker,IT,Decreasing,High,149550.51,Bachelor’s Degree,8,7998,8333,96.98,1.68,Australia,59.49
Ambulance person,Transportation,Increasing,Low,91652.59,PhD,1,9083,3489,99.13,38.96,USA,73.84
Writer,Finance,Increasing,Moderate,94807.97,Bachelor’s Degree,0,205,6310,79.18,77.41,India,28.64
Medical secretary,Finance,Increasing,Moderate,64302.12,High School,6,5705,9273,30.65,99.24,Germany,39.25
Pathologist,Retail,Increasing,High,92755.35,Associate Degree,13,2497,2291,94.03,8.91,USA,40.51
Personnel officer,Healthcare,Increasing,Moderate,79807.16,Bachelor’s Degree,12,6487,6568,43.75,11.1,Brazil,50.85
Logistics and distribution manager,Retail,Decreasing,Moderate,124710.04,Master’s Degree,17,7618,5485,69.67,82.43,India,20.66
Veterinary surgeon,Manufacturing,Decreasing,Moderate,108102.61,Bachelor’s Degree,10,389,6876,59.95,93.74,USA,62.63
Commercial horticulturist,Entertainment,Decreasing,Low,117925.6,Master’s Degree,0,4629,5680,81.41,88.73,China,22.05
Financial manager,Education,Increasing,High,119646.08,Bachelor’s Degree,19,2924,2435,84.4,75.02,Germany,23.69
Translator,Transportation,Increasing,Low,90069.86,Associate Degree,12,9593,3660,7.41,7.8,Brazil,76.37
Tree surgeon,Finance,Increasing,Moderate,80596.68,Associate Degree,19,2682,3510,28.37,83.91,India,52.81
"Designer, textile",IT,Decreasing,Moderate,132508.65,Bachelor’s Degree,10,526,7483,66.82,43.24,Brazil,37.16
Recruitment consultant,Healthcare,Decreasing,Moderate,62337.63,Master’s Degree,7,7807,4658,60.27,49.02,USA,26.08
Chiropractor,Finance,Increasing,Low,87709.11,PhD,18,9097,3316,37.31,64.25,India,56.32
Make,Entertainment,Decreasing,High,66957.48,Associate Degree,0,5372,5672,24.16,25.34,Brazil,72.54
Location manager,Healthcare,Decreasing,High,88642.0,Associate Degree,0,1094,4849,11.64,83.74,India,41.27
Senior tax professional/tax inspector,Retail,Decreasing,Low,99346.04,Bachelor’s Degree,19,4003,9643,73.56,47.75,Germany,69.57
"Chemist, analytical",Entertainment,Decreasing,High,91429.97,Bachelor’s Degree,11,6806,9679,2.31,91.65,Australia,75.81
Estate agent,Education,Increasing,High,89809.21,Associate Degree,11,2797,8336,39.23,35.71,Germany,20.94
Actor,Retail,Increasing,Low,145995.21,High School,17,4975,5434,71.49,43.04,China,72.39
Forensic psychologist,Retail,Increasing,Low,92118.79,High School,8,8403,3759,86.91,3.25,USA,61.06
Multimedia specialist,Healthcare,Increasing,Moderate,119854.35,Associate Degree,5,2755,7502,80.17,67.1,Canada,64.06
Comptroller,Retail,Increasing,Moderate,76859.34,Bachelor’s Degree,12,6986,8437,18.33,90.54,Australia,36.69
Biomedical engineer,Transportation,Decreasing,Moderate,89158.54,Associate Degree,20,8626,3239,70.64,8.99,Canada,42.11
"Engineer, manufacturing",Education,Decreasing,Low,135072.73,High School,4,4531,3587,5.81,47.93,Canada,25.16
Agricultural engineer,Healthcare,Decreasing,Low,136705.27,Bachelor’s Degree,6,830,9027,36.96,74.3,USA,52.9
"Programmer, multimedia",Entertainment,Decreasing,Low,83177.52,High School,4,3441,1349,80.86,8.96,USA,77.25
"Production designer, theatre/television/film",Retail,Decreasing,High,49413.12,Associate Degree,12,3057,384,65.5,22.32,UK,79.21
Records manager,Retail,Increasing,High,93310.13,PhD,18,1517,3731,39.92,60.84,Germany,70.23
"Merchandiser, retail",IT,Decreasing,High,69988.19,Bachelor’s Degree,18,358,3496,3.36,55.68,Australia,70.22
"Administrator, sports",Retail,Decreasing,High,98328.59,PhD,8,1103,7798,92.15,63.82,China,34.95
Field seismologist,Education,Decreasing,Low,30032.05,Bachelor’s Degree,1,9010,6057,72.51,45.51,Germany,70.81
"Engineer, manufacturing systems",Entertainment,Decreasing,High,118903.68,High School,7,3894,9834,64.45,27.49,India,73.16
Copy,Healthcare,Decreasing,Moderate,47502.48,High School,13,7179,3924,3.01,50.33,USA,77.41
Animal technologist,Entertainment,Increasing,Moderate,97078.8,Bachelor’s Degree,6,354,6128,82.7,2.49,India,70.45
"Investment banker, operational",Education,Increasing,High,67584.59,Bachelor’s Degree,9,4637,6755,3.58,33.26,USA,45.78
Comptroller,Transportation,Increasing,Low,136200.91,Bachelor’s Degree,0,817,526,31.7,29.34,Canada,41.44
"Conservator, museum/gallery",IT,Decreasing,Moderate,90712.12,High School,18,4558,4300,84.27,81.44,India,40.58
English as a foreign language teacher,Education,Increasing,High,57997.54,High School,0,7272,3039,12.77,66.86,UK,59.97
"Therapist, speech and language",Manufacturing,Decreasing,High,132129.92,High School,9,9414,3697,31.08,92.79,UK,36.29
Press photographer,IT,Increasing,High,93239.28,High School,10,7647,8915,2.95,88.3,USA,41.28
"Engineer, maintenance (IT)",Healthcare,Increasing,Low,93057.92,PhD,20,3029,1486,58.36,96.46,India,27.61
Metallurgist,Retail,Decreasing,Moderate,145948.16,PhD,2,4661,8388,88.77,54.24,Australia,29.85
Town planner,Healthcare,Decreasing,Low,76484.42,PhD,8,8401,115,19.18,72.39,Canada,26.33
Medical technical officer,Education,Decreasing,Low,54439.52,Master’s Degree,17,5170,2233,2.36,81.92,Canada,78.07
Tree surgeon,Retail,Increasing,Moderate,32766.6,High School,12,6459,688,15.88,0.33,Australia,22.98
Translator,Transportation,Decreasing,Low,80280.72,Bachelor’s Degree,1,2935,1657,14.85,21.93,UK,56.84
"Producer, television/film/video",Entertainment,Increasing,Low,107135.65,Master’s Degree,7,8965,1779,55.96,80.23,USA,46.89
Medical illustrator,IT,Decreasing,High,63566.89,PhD,16,6909,4651,81.87,67.58,Australia,49.93
Counselling psychologist,Manufacturing,Decreasing,Moderate,118329.75,Bachelor’s Degree,14,5388,2347,20.48,16.22,Germany,69.9
"Engineer, maintenance (IT)",Healthcare,Increasing,Low,85465.16,High School,0,7723,2873,25.5,79.88,Brazil,27.33
Sport and exercise psychologist,IT,Decreasing,High,112686.24,Master’s Degree,20,6141,9840,98.66,75.73,Germany,73.87
"Surveyor, insurance",Manufacturing,Decreasing,High,135039.43,Bachelor’s Degree,2,3783,1249,17.04,11.85,Brazil,60.78
Multimedia specialist,Education,Increasing,High,102547.5,Associate Degree,14,9879,153,68.95,10.77,India,59.48
Camera operator,Education,Increasing,Moderate,121044.16,Master’s Degree,2,3110,5130,43.29,16.27,USA,27.31
Petroleum engineer,Manufacturing,Increasing,Moderate,110429.42,PhD,18,3440,6151,2.68,37.19,Germany,76.21
Civil Service administrator,Retail,Increasing,High,88864.94,Master’s Degree,12,6835,9644,14.94,54.08,USA,22.42
"Research officer, trade union",Retail,Decreasing,High,48775.85,Bachelor’s Degree,0,8367,7687,66.53,0.11,India,45.46
Interior and spatial designer,Entertainment,Decreasing,Moderate,112262.03,PhD,0,9656,8706,43.14,83.6,Australia,53.61
"Psychotherapist, dance movement",IT,Decreasing,Moderate,76848.86,High School,9,1138,7355,97.28,13.75,UK,58.88
Higher education lecturer,Retail,Decreasing,Low,81220.69,Bachelor’s Degree,0,7520,8717,8.28,25.61,UK,43.25
Forensic scientist,Manufacturing,Decreasing,Moderate,115916.89,Bachelor’s Degree,4,6492,2090,20.81,46.55,Canada,54.31
Dispensing optician,Finance,Decreasing,High,80423.92,Bachelor’s Degree,17,2888,8067,33.5,41.35,UK,65.91
Phytotherapist,Entertainment,Decreasing,Moderate,40339.78,Master’s Degree,13,9824,5254,33.59,86.89,Canada,50.54
Logistics and distribution manager,IT,Increasing,High,66347.51,Bachelor’s Degree,19,5091,8140,42.4,7.92,Australia,76.58
"Production designer, theatre/television/film",IT,Increasing,Low,76406.23,Bachelor’s Degree,20,2968,4178,90.06,3.68,India,35.99
Commercial/residential surveyor,IT,Decreasing,High,30361.82,PhD,13,1838,2807,4.17,20.17,India,72.14
Fine artist,IT,Increasing,Moderate,130625.67,High School,9,1439,3012,39.55,29.55,UK,43.72
Physiological scientist,Retail,Increasing,High,149060.35,PhD,11,8756,5846,92.56,71.08,Germany,64.47
Early years teacher,Education,Decreasing,Low,124731.83,Bachelor’s Degree,7,2794,5511,65.01,54.08,Australia,42.34
Optometrist,Manufacturing,Decreasing,Moderate,67915.58,Bachelor’s Degree,20,4767,8546,83.05,39.9,India,55.29
Radio producer,Retail,Increasing,Low,40760.98,PhD,3,7000,8089,14.65,73.14,UK,23.15
"Copywriter, advertising",Manufacturing,Decreasing,Moderate,124625.21,PhD,6,7330,7772,87.58,1.49,Canada,52.51
General practice doctor,Entertainment,Increasing,Low,54474.29,Bachelor’s Degree,3,5479,9146,18.93,13.75,Australia,32.44
Agricultural consultant,IT,Decreasing,Moderate,98507.81,Associate Degree,6,3990,9443,29.24,14.11,Australia,47.16
Environmental education officer,Manufacturing,Decreasing,Low,89414.77,Bachelor’s Degree,12,2640,3810,19.89,34.34,Australia,78.4
Rural practice surveyor,Transportation,Decreasing,High,75419.39,Associate Degree,0,1434,8201,0.43,97.27,Canada,56.4
Ranger/warden,Transportation,Decreasing,High,139842.65,High School,4,4257,7082,42.8,83.33,Brazil,58.77
Web designer,IT,Increasing,Moderate,148015.77,Bachelor’s Degree,19,4172,2112,80.1,92.8,Canada,35.12
"Engineer, site",Manufacturing,Increasing,Low,71319.13,PhD,6,8163,5263,15.69,65.52,USA,41.25
"Embryologist, clinical",Healthcare,Increasing,High,73373.7,Master’s Degree,9,1802,4297,32.99,67.99,China,32.18
Clinical research associate,Entertainment,Increasing,Low,57260.97,PhD,5,7198,3374,56.11,77.02,Germany,63.3
"Surveyor, rural practice",Finance,Increasing,Moderate,136116.8,PhD,5,8418,8973,64.77,42.54,USA,74.65
Bookseller,Manufacturing,Increasing,Moderate,144627.4,High School,7,6134,4087,74.55,48.6,Brazil,67.49
Early years teacher,Finance,Increasing,Low,61015.95,Bachelor’s Degree,11,3795,7143,38.52,67.94,Brazil,61.43
Geophysicist/field seismologist,Entertainment,Increasing,High,89396.79,Master’s Degree,6,2706,8269,24.12,53.3,China,28.33
Tourism officer,Education,Decreasing,Moderate,130389.31,High School,11,1805,8540,16.37,16.03,Australia,65.72
"Engineer, automotive",Entertainment,Increasing,Low,81468.84,Master’s Degree,4,2341,9726,19.35,1.8,Germany,73.66
Transport planner,Entertainment,Decreasing,Moderate,110113.06,Master’s Degree,8,5582,4567,64.12,21.92,Brazil,34.08
Furniture conservator/restorer,Entertainment,Decreasing,High,113451.73,High School,3,9785,3720,99.15,93.83,Brazil,56.57
Management consultant,Healthcare,Increasing,Moderate,125192.25,Bachelor’s Degree,12,8655,8559,77.24,78.34,India,21.47
"Designer, ceramics/pottery",Finance,Increasing,High,115888.83,Master’s Degree,14,1449,9734,91.73,21.32,India,52.83
"Psychologist, educational",Finance,Decreasing,Moderate,33015.18,High School,19,1158,2196,42.1,20.85,Australia,53.33
Research scientist (maths),Retail,Decreasing,Moderate,107831.45,Associate Degree,7,2254,4993,3.6,24.29,USA,67.04
Insurance account manager,Manufacturing,Decreasing,High,105773.6,Bachelor’s Degree,5,5415,4591,94.83,47.93,Canada,68.86
Occupational hygienist,Healthcare,Decreasing,High,76209.21,High School,10,3523,2802,67.74,2.21,India,38.13
Advertising account planner,Transportation,Increasing,Moderate,47727.07,Master’s Degree,18,4515,7709,97.02,37.41,India,69.77
Purchasing manager,Manufacturing,Decreasing,Low,83895.64,Associate Degree,15,9287,9566,84.04,34.86,Canada,38.37
Chief Marketing Officer,Transportation,Increasing,High,142327.01,Master’s Degree,12,7956,4261,3.08,43.9,USA,45.97
Retail manager,Healthcare,Decreasing,High,66531.68,Master’s Degree,4,6405,5497,94.55,65.09,China,32.04
Quality manager,Entertainment,Decreasing,High,149877.83,High School,13,9902,7925,48.13,70.76,China,63.71
Environmental consultant,IT,Increasing,High,119246.27,Bachelor’s Degree,20,507,6283,15.51,94.06,USA,50.89
Television production assistant,IT,Increasing,Low,111223.4,Master’s Degree,5,3507,3030,4.09,64.93,Germany,20.19
"Scientist, clinical (histocompatibility and immunogenetics)",IT,Increasing,Low,149674.55,Associate Degree,5,455,5616,4.85,20.62,Australia,22.71
Energy manager,IT,Increasing,Moderate,41367.62,Bachelor’s Degree,17,6146,7397,77.61,65.65,Germany,59.79
"Psychologist, counselling",Manufacturing,Decreasing,Low,65730.1,Bachelor’s Degree,12,2382,1416,53.65,63.88,Australia,74.73
"Scientist, biomedical",Healthcare,Decreasing,Low,105455.48,PhD,1,9003,9626,96.06,39.65,China,62.12
"Horticulturist, amenity",Education,Decreasing,High,31569.08,Associate Degree,5,4066,8917,32.09,34.67,UK,55.21
Armed forces operational officer,IT,Decreasing,Low,133647.81,Master’s Degree,9,1204,2318,58.56,49.09,Canada,51.97
"Scientist, research (medical)",Healthcare,Increasing,Moderate,65951.02,Associate Degree,1,2930,300,57.55,69.21,Germany,31.57
Architect,Retail,Decreasing,High,107399.38,High School,3,5800,8671,51.09,11.87,India,57.67
Medical technical officer,Transportation,Increasing,Moderate,98653.15,Bachelor’s Degree,2,3151,8080,85.31,22.66,China,70.05
Training and development officer,IT,Decreasing,Moderate,105972.77,PhD,12,3676,8188,49.13,80.14,UK,66.6
"Engineer, biomedical",Education,Increasing,Low,73230.01,Bachelor’s Degree,13,6617,9490,44.2,26.53,Canada,58.65
Airline pilot,Education,Increasing,High,78097.98,Master’s Degree,5,8527,1355,56.53,65.11,UK,27.44
Warehouse manager,Transportation,Increasing,Low,129709.39,Associate Degree,15,7451,8578,23.94,76.94,Canada,46.73
Armed forces training and education officer,Education,Increasing,High,74236.44,Master’s Degree,15,7700,5716,82.5,94.66,Australia,45.92
"Administrator, education",Transportation,Increasing,Moderate,52640.23,Bachelor’s Degree,0,2292,1590,1.03,21.3,UK,26.27
"Designer, exhibition/display",Education,Decreasing,Moderate,68406.32,PhD,18,7710,939,51.96,49.06,USA,36.59
Multimedia specialist,Manufacturing,Increasing,High,142118.22,Associate Degree,7,9525,1243,61.38,57.54,Germany,42.44
Industrial buyer,Retail,Increasing,High,40181.27,Associate Degree,2,4846,3501,19.66,71.34,Germany,63.25
Insurance risk surveyor,Manufacturing,Decreasing,Low,87643.94,Bachelor’s Degree,19,8231,5971,64.52,78.81,UK,72.53
Games developer,Retail,Decreasing,Moderate,31419.36,Master’s Degree,15,8325,4503,22.14,90.38,Australia,44.64
"Research officer, trade union",IT,Decreasing,Moderate,44480.36,High School,4,109,6684,67.65,55.61,UK,50.0
"Investment banker, operational",Education,Decreasing,High,76105.33,Bachelor’s Degree,0,823,4209,87.0,27.51,Brazil,60.35
"Engineer, building services",Manufacturing,Decreasing,Moderate,64697.02,Bachelor’s Degree,0,1849,8384,39.09,4.72,USA,30.63
"Therapist, sports",Finance,Increasing,High,68552.25,PhD,0,7275,5262,52.29,3.35,Canada,62.17
Applications developer,IT,Decreasing,Low,84929.82,Associate Degree,8,9950,7504,37.34,21.77,Germany,45.14
Insurance claims handler,Manufacturing,Decreasing,Moderate,92626.4,High School,10,5077,8591,81.84,24.96,India,20.39
Professor Emeritus,Healthcare,Decreasing,High,130024.0,PhD,0,3883,9850,97.57,11.63,China,20.02
"Therapist, music",Finance,Decreasing,Moderate,34250.57,Bachelor’s Degree,2,8690,732,86.95,29.09,UK,39.89
Radio producer,Entertainment,Decreasing,High,48935.41,Bachelor’s Degree,7,5541,858,56.03,89.01,Canada,61.93
Forensic scientist,IT,Decreasing,High,41027.47,PhD,3,8524,6135,62.11,74.47,Australia,47.7
"Development worker, community",Finance,Decreasing,High,101701.78,Bachelor’s Degree,1,3051,418,9.12,18.67,India,54.95
"Surveyor, land/geomatics",Retail,Increasing,Moderate,31919.74,Bachelor’s Degree,18,7505,4301,84.67,1.74,Brazil,68.69
Medical laboratory scientific officer,Healthcare,Increasing,Moderate,113132.73,PhD,3,453,6327,57.42,99.42,Canada,53.99
Dance movement psychotherapist,Manufacturing,Increasing,Moderate,40927.1,Bachelor’s Degree,2,4390,8256,91.27,44.18,UK,39.65
Event organiser,Retail,Increasing,Low,138516.47,Bachelor’s Degree,7,7084,9816,81.49,14.33,Australia,32.72
Podiatrist,Entertainment,Increasing,Moderate,126636.26,Associate Degree,19,8905,8173,42.22,38.47,Germany,62.19
Event organiser,Manufacturing,Decreasing,Moderate,35880.89,PhD,1,6674,3367,73.17,78.36,Canada,69.51
Science writer,Healthcare,Increasing,High,91942.91,PhD,6,4314,5773,91.67,68.31,Canada,65.21
Make,IT,Decreasing,Low,71847.59,Bachelor’s Degree,13,2702,9097,65.92,35.35,Germany,65.61
Pharmacologist,Education,Decreasing,High,148575.54,Associate Degree,9,9393,8115,46.78,84.41,Australia,56.39
Sport and exercise psychologist,Education,Increasing,Low,62799.61,Bachelor’s Degree,7,736,2321,2.9,59.23,UK,61.53
Operational researcher,Healthcare,Increasing,Moderate,128708.26,Master’s Degree,11,1253,6264,2.35,24.63,Australia,68.94
Minerals surveyor,Entertainment,Increasing,Low,68523.32,High School,16,8141,5908,23.5,21.56,India,29.83
Company secretary,Manufacturing,Decreasing,High,38122.07,PhD,0,6318,9184,70.07,89.68,India,31.34
"Engineer, petroleum",Manufacturing,Decreasing,Low,133135.29,High School,5,5506,6195,47.21,40.98,Brazil,37.66
"Administrator, charities/voluntary organisations",Manufacturing,Decreasing,Moderate,83865.28,PhD,10,9283,3302,49.13,78.22,China,51.15
"Teacher, primary school",Retail,Increasing,High,86775.92,PhD,20,609,3830,79.83,84.09,USA,50.36
"Producer, radio",Entertainment,Increasing,High,107134.03,High School,16,3938,3641,19.62,51.35,Canada,49.59
Pharmacologist,Finance,Increasing,High,79238.9,Associate Degree,14,3713,5958,61.19,53.69,Canada,40.48
Pharmacologist,Retail,Decreasing,High,86030.71,PhD,11,2909,3479,96.59,44.67,India,38.24
Production manager,Retail,Increasing,Low,30584.27,High School,10,3263,8098,2.2,74.28,Brazil,35.72
"Doctor, hospital",Education,Decreasing,Low,73710.32,Associate Degree,11,1901,1424,24.89,66.61,India,45.52
Secretary/administrator,Education,Increasing,Low,100855.95,Bachelor’s Degree,11,267,4319,14.45,47.08,UK,54.23
"Presenter, broadcasting",Entertainment,Decreasing,Moderate,148861.69,PhD,20,3178,6759,91.09,87.3,UK,42.68
Race relations officer,Transportation,Decreasing,Moderate,55962.68,PhD,10,8061,9779,57.92,19.12,Brazil,45.25
Licensed conveyancer,Finance,Increasing,Moderate,51024.56,Master’s Degree,14,6373,3780,73.74,91.49,China,44.29
Set designer,Finance,Increasing,High,47328.91,Bachelor’s Degree,16,1268,5656,51.12,48.22,India,24.77
Patent examiner,Entertainment,Decreasing,Low,73184.39,PhD,19,9479,1283,71.6,72.39,UK,23.91
Radio broadcast assistant,Healthcare,Decreasing,Low,87384.35,Master’s Degree,6,5714,2375,58.33,0.85,India,71.31
Public librarian,Healthcare,Decreasing,Moderate,53044.58,Associate Degree,16,9196,2462,8.69,53.54,Brazil,42.1
Systems developer,Finance,Increasing,High,133844.36,Bachelor’s Degree,1,9712,5630,67.71,70.5,India,64.7
"Investment banker, operational",Finance,Decreasing,Moderate,131058.43,Associate Degree,14,6825,8349,73.3,85.94,USA,48.49
Economist,Retail,Decreasing,High,119634.17,Associate Degree,0,2390,1315,0.15,62.08,Australia,53.21
Film/video editor,Education,Decreasing,Low,96134.0,PhD,10,9168,9774,78.01,2.78,USA,28.61
Transport planner,Transportation,Increasing,Moderate,32556.32,High School,14,9587,6341,74.52,7.53,Germany,33.47
Estate manager/land agent,Finance,Decreasing,High,142781.69,Master’s Degree,12,4878,8031,48.26,40.54,India,76.13
Music therapist,Retail,Decreasing,High,117270.54,Bachelor’s Degree,9,8019,1743,30.93,81.58,Brazil,21.16
Event organiser,Manufacturing,Decreasing,Moderate,119459.04,Associate Degree,10,7663,9323,14.93,83.86,Brazil,71.03
"Editor, commissioning",Entertainment,Decreasing,High,37099.43,Bachelor’s Degree,3,8527,2526,99.86,73.53,India,74.29
Special educational needs teacher,Entertainment,Decreasing,Moderate,81117.05,PhD,13,8065,9719,78.68,1.42,UK,26.99
Sport and exercise psychologist,Entertainment,Decreasing,High,147003.27,High School,8,1058,3832,76.26,27.97,Canada,76.69
Legal secretary,Manufacturing,Decreasing,Low,127712.36,Master’s Degree,10,730,1727,53.55,71.83,China,27.4
"Scientist, water quality",IT,Decreasing,High,69436.0,Master’s Degree,14,2756,6807,32.45,28.68,China,21.24
"Engineer, building services",Finance,Increasing,Low,111391.61,Associate Degree,12,8074,212,44.85,60.7,India,50.55
Field seismologist,Healthcare,Increasing,Moderate,103554.14,Master’s Degree,10,7187,2136,92.41,51.03,UK,74.01
Health service manager,IT,Decreasing,Low,109662.27,Associate Degree,6,458,9343,69.98,27.77,China,30.23
Advice worker,Finance,Increasing,High,138621.04,High School,9,1880,6911,11.1,42.2,USA,73.91
Tourist information centre manager,Entertainment,Increasing,Low,113642.25,Associate Degree,0,9644,5425,46.68,65.97,China,70.12
Psychiatrist,Entertainment,Decreasing,Moderate,62791.04,Associate Degree,1,777,1728,24.89,52.29,Canada,21.07
Amenity horticulturist,Healthcare,Increasing,Low,99070.57,Associate Degree,5,177,4269,55.74,15.27,UK,71.63
Insurance account manager,Entertainment,Increasing,Moderate,125982.77,PhD,11,4456,7368,37.18,9.09,UK,39.85
"Scientist, forensic",Retail,Increasing,High,141138.08,High School,7,7175,4250,42.79,82.61,China,21.27
"Psychologist, sport and exercise",Entertainment,Increasing,Moderate,91350.6,PhD,1,8965,6676,12.04,54.59,Brazil,63.66
Insurance broker,Finance,Decreasing,Low,96852.04,High School,9,7881,6129,12.2,42.73,USA,72.1
Housing manager/officer,Finance,Decreasing,Moderate,39726.78,Bachelor’s Degree,20,7318,1302,31.48,36.18,Brazil,63.8
Broadcast presenter,Entertainment,Increasing,Low,30246.72,Bachelor’s Degree,18,3068,9160,56.88,55.53,Canada,48.64
"Research officer, trade union",Education,Decreasing,Low,55031.74,Associate Degree,17,4659,6293,79.66,37.6,India,64.31
"Buyer, retail",Entertainment,Decreasing,High,122388.49,High School,0,9919,479,49.57,69.64,USA,74.8
Actor,Transportation,Increasing,Low,99175.0,High School,20,5553,4822,55.35,79.76,Australia,37.16
Physiotherapist,Finance,Decreasing,Low,59064.68,Bachelor’s Degree,8,8399,8069,46.17,76.5,Canada,63.73
Quarry manager,Manufacturing,Increasing,Moderate,122704.27,PhD,17,6368,9349,2.05,86.89,Canada,51.81
Purchasing manager,Finance,Decreasing,High,130105.02,Associate Degree,8,7880,1058,73.45,72.91,India,21.3
Research scientist (physical sciences),Manufacturing,Decreasing,High,101360.85,High School,2,4844,2211,96.93,52.63,USA,32.81
Magazine features editor,Retail,Decreasing,Low,53030.79,PhD,10,5820,7499,12.01,81.41,USA,43.0
Statistician,Manufacturing,Decreasing,High,50217.56,High School,19,9663,9664,72.82,38.44,Brazil,57.86
Electronics engineer,Education,Decreasing,High,54194.76,Bachelor’s Degree,11,4159,9263,73.39,38.23,India,22.46
Location manager,Finance,Increasing,Low,98536.43,PhD,17,743,1750,12.77,0.44,Brazil,39.92
Water quality scientist,Retail,Decreasing,High,115606.2,High School,13,5895,3901,36.4,49.0,Australia,29.71
"Engineer, control and instrumentation",Healthcare,Decreasing,High,51571.45,High School,17,3421,2272,38.58,46.94,Canada,52.34
"Civil engineer, consulting",Manufacturing,Decreasing,High,97011.65,PhD,19,7807,6189,53.21,15.97,Brazil,74.32
Electrical engineer,Finance,Decreasing,Moderate,83960.23,Master’s Degree,0,9729,2828,29.26,30.69,UK,26.85
"Therapist, sports",Finance,Decreasing,High,79368.24,High School,16,9025,1448,6.16,39.09,UK,51.12
"Surveyor, quantity",IT,Increasing,Moderate,34984.63,Master’s Degree,3,950,3311,5.21,65.96,UK,31.12
Geoscientist,Education,Decreasing,Low,64258.56,Master’s Degree,10,5067,4160,18.37,3.93,USA,42.94
Bookseller,Education,Increasing,Low,106127.82,Bachelor’s Degree,0,1789,3390,46.7,22.63,USA,21.69
Community development worker,Transportation,Decreasing,Low,82538.04,PhD,0,4243,4201,42.68,89.33,Germany,33.62
Broadcast presenter,Entertainment,Increasing,High,74114.64,High School,20,7595,1814,48.76,57.59,UK,47.5
Therapeutic radiographer,Retail,Decreasing,Low,79045.54,High School,9,1239,6375,55.69,93.28,USA,74.18
Dietitian,Entertainment,Decreasing,Low,119678.27,Associate Degree,2,6149,3761,21.74,19.03,USA,77.19
Fish farm manager,Healthcare,Increasing,Moderate,80304.85,High School,1,8416,3540,84.68,44.93,Australia,43.22
"Lighting technician, broadcasting/film/video",Manufacturing,Increasing,High,111529.67,Bachelor’s Degree,1,1693,7962,71.65,80.87,Germany,42.35
Immigration officer,Healthcare,Increasing,Low,129734.43,Bachelor’s Degree,8,3709,5027,82.53,24.34,Germany,45.73
Writer,Education,Increasing,Low,126004.25,PhD,16,9530,3369,29.69,98.51,India,71.11
"Engineer, land",Retail,Decreasing,High,126246.82,PhD,12,1594,9325,96.62,36.51,China,45.02
Lobbyist,Education,Decreasing,High,97538.2,PhD,5,9439,3129,2.57,53.5,Brazil,39.06
Mining engineer,Transportation,Decreasing,Moderate,47087.42,High School,17,2873,953,32.21,12.18,Canada,34.36
Hospital pharmacist,Education,Decreasing,Moderate,65638.34,Master’s Degree,17,9172,5191,8.14,29.43,Canada,40.79
Herpetologist,Finance,Decreasing,High,121574.39,Associate Degree,2,6035,5976,61.25,27.64,Canada,21.01
"Designer, multimedia",Healthcare,Increasing,High,120522.16,Associate Degree,18,4825,1795,26.19,2.3,China,24.31
Scientific laboratory technician,Transportation,Increasing,Moderate,124157.52,Associate Degree,0,3581,8855,46.72,46.44,USA,25.78
Research scientist (maths),Transportation,Decreasing,Low,141308.38,PhD,14,706,7216,29.54,24.08,Australia,73.29
"Secretary, company",Entertainment,Decreasing,Low,87650.99,Associate Degree,4,8670,8154,28.57,4.25,Germany,63.74
"Conservator, furniture",Entertainment,Increasing,High,139276.95,High School,0,6285,8015,64.07,8.61,India,34.09
Tax adviser,Entertainment,Increasing,Low,59340.26,Associate Degree,19,6925,4050,39.52,23.78,USA,25.19
Volunteer coordinator,Education,Increasing,Low,108001.62,Bachelor’s Degree,3,1447,7978,58.42,73.73,Germany,64.2
Commercial horticulturist,Manufacturing,Decreasing,High,147822.58,Associate Degree,20,3967,4554,37.95,50.25,Germany,74.76
Minerals surveyor,Education,Increasing,Moderate,42564.87,PhD,4,3299,1626,58.12,83.72,Australia,50.47
Orthoptist,Finance,Decreasing,Moderate,63500.19,PhD,4,3227,9240,47.23,97.24,USA,39.15
Minerals surveyor,Education,Decreasing,Low,134405.75,Master’s Degree,11,7683,1530,33.94,98.85,Germany,23.41
Company secretary,Finance,Increasing,High,105567.0,Associate Degree,18,9794,4339,32.82,51.6,China,39.13
Research scientist (medical),Manufacturing,Decreasing,High,46821.62,PhD,17,4144,2378,61.12,19.46,India,53.78
Museum education officer,Transportation,Increasing,Moderate,96542.08,Bachelor’s Degree,13,3330,9956,39.27,50.47,Germany,21.23
Health and safety inspector,Retail,Increasing,Low,84206.37,PhD,20,8122,423,92.72,36.83,Brazil,57.87
Facilities manager,Finance,Decreasing,Low,92357.13,Bachelor’s Degree,15,4302,547,38.87,90.19,USA,70.88
Chartered certified accountant,Manufacturing,Increasing,Moderate,47975.73,Master’s Degree,2,4676,9810,82.43,72.76,India,45.95
"Surveyor, building",Finance,Increasing,High,131314.4,Bachelor’s Degree,0,976,6714,31.06,34.22,Germany,52.73
Insurance claims handler,Finance,Increasing,High,112427.88,Associate Degree,20,4154,1194,60.29,83.66,Canada,44.11
Estate manager/land agent,Retail,Increasing,Moderate,50494.56,Bachelor’s Degree,12,7990,7219,59.89,52.8,UK,24.94
Commissioning editor,Transportation,Decreasing,High,56208.22,High School,20,299,4913,30.41,40.16,Brazil,33.75
Water engineer,Retail,Decreasing,High,124281.56,High School,1,7418,7480,87.98,14.34,Germany,48.84
Agricultural engineer,Manufacturing,Decreasing,High,91481.52,PhD,11,7539,6221,53.37,25.79,Germany,34.22
Aid worker,Retail,Increasing,High,57188.38,High School,14,7782,6199,63.69,22.19,Brazil,55.34
Newspaper journalist,Education,Increasing,Moderate,144854.66,PhD,19,6951,6132,68.08,2.13,Australia,61.21
Holiday representative,Entertainment,Decreasing,High,89712.79,High School,8,4941,8153,28.59,79.84,Brazil,21.15
Planning and development surveyor,IT,Decreasing,Moderate,42714.49,Master’s Degree,10,7107,7135,62.08,87.16,China,77.26
IT consultant,Finance,Increasing,Low,38711.73,Bachelor’s Degree,5,6997,4788,3.95,11.69,Australia,57.81
Environmental health practitioner,Manufacturing,Increasing,High,93572.89,High School,5,3978,8706,97.24,82.7,China,68.02
Sales promotion account executive,Education,Increasing,Moderate,73791.19,Associate Degree,3,9804,1199,62.52,92.21,Australia,70.4
Bookseller,Transportation,Decreasing,Moderate,84674.66,Associate Degree,18,4274,4491,23.93,54.21,Australia,30.16
Fisheries officer,Finance,Decreasing,Moderate,30456.7,High School,0,8531,2642,65.73,96.49,Germany,23.6
Research scientist (life sciences),IT,Decreasing,Low,91636.07,Bachelor’s Degree,9,9927,6532,36.99,0.65,Australia,59.0
General practice doctor,Entertainment,Decreasing,Low,114735.83,Master’s Degree,0,3572,4577,7.91,50.18,Australia,23.83
Electrical engineer,Retail,Increasing,Moderate,144737.14,Master’s Degree,16,2651,524,93.43,99.59,Australia,62.26
"Engineer, electronics",Finance,Increasing,Low,81091.9,High School,3,6293,313,10.09,53.74,India,25.47
Health visitor,Manufacturing,Decreasing,Moderate,92571.0,High School,6,7792,8635,6.22,25.5,China,43.6
Sport and exercise psychologist,Education,Increasing,High,109920.16,High School,1,8165,874,21.96,45.14,USA,46.54
Research scientist (medical),Transportation,Increasing,Low,89110.69,Bachelor’s Degree,8,9958,791,38.61,29.58,Australia,31.04
Arboriculturist,Finance,Decreasing,Moderate,69439.8,Associate Degree,3,972,8870,68.13,53.35,Canada,52.05
"Development worker, international aid",Transportation,Decreasing,High,134603.44,Master’s Degree,9,8483,4160,3.62,1.87,Germany,23.23
Architect,Healthcare,Decreasing,Low,101501.28,Associate Degree,2,3868,4333,54.84,77.35,Australia,33.98
Data processing manager,Education,Decreasing,Moderate,95098.89,High School,6,4709,1584,5.9,74.1,China,26.17
Audiological scientist,Entertainment,Increasing,High,102474.39,Associate Degree,2,4228,7631,58.85,4.96,USA,53.06
Food technologist,Healthcare,Increasing,Moderate,34352.8,Bachelor’s Degree,10,8036,8176,40.11,9.87,Germany,30.4
"Merchandiser, retail",Transportation,Increasing,High,93645.34,PhD,3,8249,6387,94.35,59.2,Brazil,57.6
Travel agency manager,Retail,Decreasing,High,66514.4,Associate Degree,11,7281,7060,90.21,51.26,Germany,70.86
Materials engineer,Education,Increasing,High,133965.96,PhD,4,9249,3361,2.85,92.62,India,75.2
Gaffer,IT,Increasing,Moderate,73479.5,Associate Degree,2,209,861,12.54,22.35,Germany,32.22
Scientific laboratory technician,Retail,Decreasing,Moderate,93274.84,High School,8,3896,1703,60.02,45.69,Brazil,64.1
"Runner, broadcasting/film/video",Retail,Increasing,Moderate,63719.54,Master’s Degree,10,6028,7503,64.54,28.67,Canada,28.06
Politician's assistant,Manufacturing,Decreasing,Moderate,98789.1,Master’s Degree,14,7368,1190,65.98,72.76,UK,27.17
Chartered certified accountant,Retail,Increasing,High,58530.17,PhD,10,9573,6027,3.27,35.8,Canada,73.04
"Designer, textile",IT,Increasing,Moderate,77865.61,High School,15,7641,5263,99.06,66.09,India,53.8
Furniture designer,Manufacturing,Decreasing,High,30667.37,Master’s Degree,5,7693,9970,47.77,58.77,Germany,71.26
Call centre manager,Finance,Increasing,Moderate,36711.94,Associate Degree,7,9639,743,25.75,44.49,Canada,20.32
Lawyer,Manufacturing,Decreasing,High,107969.24,PhD,12,4815,8164,44.7,19.74,USA,74.7
Medical technical officer,Healthcare,Decreasing,Moderate,102729.62,Associate Degree,11,2828,9681,74.7,1.29,Canada,68.21
Ophthalmologist,Education,Increasing,Moderate,146413.49,PhD,5,4361,8924,61.98,46.98,Brazil,76.5
Ergonomist,Manufacturing,Increasing,Low,59312.5,Associate Degree,4,6719,4498,46.38,96.8,China,47.78
Barista,Education,Decreasing,Low,47459.63,PhD,4,7575,6354,56.88,2.74,Australia,34.37
Conference centre manager,Transportation,Decreasing,High,139235.89,High School,8,8833,1363,68.23,56.52,India,45.91
Trading standards officer,Education,Decreasing,Moderate,146082.58,Bachelor’s Degree,16,3283,8964,14.0,31.55,Brazil,39.39
Microbiologist,Education,Increasing,Moderate,34167.81,Master’s Degree,12,2323,4502,63.89,97.81,Germany,29.56
Mining engineer,Finance,Increasing,Moderate,32208.08,Bachelor’s Degree,16,1054,2610,42.9,55.99,Brazil,21.47
Systems developer,Education,Increasing,Moderate,99728.68,PhD,5,297,5297,50.75,31.16,Brazil,60.78
Music tutor,Transportation,Decreasing,Low,101394.54,PhD,11,3670,4177,57.44,92.08,India,44.42
Risk analyst,Manufacturing,Increasing,Low,76005.6,High School,20,363,8870,53.81,13.03,China,56.75
Financial adviser,IT,Increasing,Low,84176.88,PhD,4,1340,2308,83.89,64.37,India,56.57
Sports coach,Finance,Decreasing,High,36662.34,Master’s Degree,5,733,6362,79.48,60.93,Canada,27.95
Metallurgist,Manufacturing,Increasing,High,143045.3,PhD,8,5663,3970,69.27,34.61,Brazil,65.1
Tourism officer,Manufacturing,Increasing,Low,146536.8,High School,9,1024,8678,28.44,85.76,China,67.82
Advertising copywriter,Transportation,Decreasing,High,130681.06,Master’s Degree,4,5292,8026,47.34,12.78,India,34.61
Barrister's clerk,IT,Decreasing,High,51365.28,Bachelor’s Degree,18,3695,236,93.99,44.99,Brazil,21.52
Quality manager,Healthcare,Decreasing,Low,46159.5,PhD,3,588,4964,13.95,65.11,India,71.41
Mechanical engineer,Manufacturing,Increasing,Low,96368.71,PhD,9,2338,1198,41.95,2.8,China,20.94
"Sound technician, broadcasting/film/video",Healthcare,Decreasing,High,105905.06,Associate Degree,13,8841,2510,63.85,84.86,China,37.69
Merchant navy officer,Retail,Increasing,High,105851.86,High School,8,2521,7048,54.68,81.47,Australia,59.54
Insurance claims handler,Entertainment,Decreasing,Low,146948.79,Associate Degree,13,3743,4655,83.55,28.75,China,20.41
"Horticulturist, commercial",Retail,Increasing,High,129907.46,High School,2,8010,7821,77.01,60.67,Canada,65.89
Charity fundraiser,Finance,Decreasing,Moderate,57640.47,High School,20,3412,535,39.55,6.91,India,68.93
Quantity surveyor,Transportation,Increasing,High,53764.84,PhD,2,5348,6781,83.11,32.97,Canada,56.02
Graphic designer,Entertainment,Decreasing,High,41817.15,High School,2,1266,2580,73.68,55.09,USA,24.25
Social researcher,Education,Increasing,High,33456.93,Master’s Degree,3,7488,5993,28.09,86.2,Brazil,65.59
Claims inspector/assessor,Transportation,Increasing,High,65492.06,Bachelor’s Degree,19,4382,6802,38.6,46.96,Brazil,41.7
Interpreter,Education,Decreasing,Low,56726.62,PhD,16,7013,5466,5.72,77.83,India,59.82
Dramatherapist,Entertainment,Decreasing,Moderate,79043.35,Master’s Degree,0,4062,1376,15.4,3.54,USA,31.33
Quantity surveyor,Education,Decreasing,Low,142038.53,Associate Degree,7,5914,3127,72.89,10.2,Canada,27.41
"Surveyor, insurance",Healthcare,Decreasing,Low,99666.89,Associate Degree,16,2991,2620,80.14,41.42,Australia,31.29
"Horticulturist, amenity",Retail,Decreasing,Moderate,44754.04,High School,3,9691,1648,24.56,28.81,China,58.73
Sales executive,Entertainment,Decreasing,High,69443.05,Bachelor’s Degree,8,1652,7117,69.16,91.04,Brazil,33.58
Civil Service administrator,Manufacturing,Decreasing,High,90338.73,PhD,3,6468,1686,38.34,59.63,UK,69.78
Holiday representative,Education,Increasing,Low,78927.22,High School,6,1292,1341,58.8,42.33,Australia,48.91
Environmental consultant,Retail,Decreasing,High,144634.28,Bachelor’s Degree,6,3929,1639,15.2,76.35,Canada,51.36
Medical sales representative,Manufacturing,Increasing,High,112836.92,Associate Degree,3,2643,5195,14.04,6.03,India,46.43
Social worker,Finance,Increasing,Low,110467.7,Master’s Degree,11,9192,601,95.71,46.87,Germany,76.24
Social worker,Education,Increasing,Moderate,45496.57,Bachelor’s Degree,6,9165,2306,9.78,4.48,Canada,27.52
Metallurgist,Education,Increasing,High,137455.78,Bachelor’s Degree,1,5803,3384,26.67,65.54,USA,77.95
"Restaurant manager, fast food",Manufacturing,Decreasing,Moderate,136560.57,Associate Degree,9,3432,1240,6.86,24.39,Canada,40.6
Jewellery designer,IT,Decreasing,Low,91045.04,PhD,8,481,293,52.56,76.42,China,25.27
Air traffic controller,Education,Increasing,Low,124181.0,High School,16,5731,1498,56.61,64.84,UK,29.21
Agricultural engineer,Healthcare,Increasing,High,48511.48,Master’s Degree,17,4748,3808,94.47,38.22,India,46.21
Sport and exercise psychologist,IT,Increasing,Low,92990.45,Associate Degree,17,4570,3657,79.33,68.81,China,20.33
Building surveyor,Transportation,Decreasing,Low,101712.15,PhD,18,5182,8280,3.63,16.61,Brazil,67.31
Pension scheme manager,Manufacturing,Increasing,High,121925.51,Master’s Degree,0,5393,4139,0.88,55.3,China,21.22
"Horticulturist, amenity",Manufacturing,Increasing,High,35269.06,Bachelor’s Degree,2,1980,6632,47.05,56.36,India,43.04
Restaurant manager,IT,Increasing,High,31448.6,Bachelor’s Degree,5,7643,1436,19.17,70.17,Germany,79.03
Further education lecturer,IT,Increasing,Moderate,45337.48,Master’s Degree,7,6576,8532,17.04,15.02,USA,69.57
"Administrator, arts",Retail,Decreasing,Moderate,81906.32,PhD,6,2374,7995,24.21,8.45,USA,32.06
Child psychotherapist,IT,Increasing,Moderate,134783.75,Associate Degree,10,1293,7906,89.29,3.57,Germany,31.43
Art therapist,Entertainment,Decreasing,Moderate,60540.59,PhD,17,1869,8485,60.78,47.81,India,47.61
Medical sales representative,Transportation,Increasing,Moderate,44422.61,PhD,5,7799,8611,75.82,20.98,Germany,60.44
Clinical biochemist,Transportation,Increasing,Moderate,119924.07,PhD,19,8530,4049,28.87,37.97,UK,60.76
Data processing manager,Finance,Increasing,High,140887.42,High School,5,8096,9704,1.86,55.71,Brazil,34.85
Pension scheme manager,Retail,Decreasing,Moderate,84011.88,Bachelor’s Degree,0,9445,3090,66.31,88.01,USA,40.44
Orthoptist,Transportation,Increasing,High,118819.2,High School,4,9970,9403,40.24,48.7,Germany,31.35
Transport planner,Retail,Increasing,High,44895.33,Associate Degree,7,3988,6943,41.89,38.2,China,32.37
Futures trader,Manufacturing,Decreasing,Low,41280.77,Master’s Degree,18,1239,6979,24.92,66.28,China,25.23
Facilities manager,IT,Increasing,High,89168.75,Master’s Degree,1,8109,6327,55.09,45.19,Australia,58.07
Learning mentor,Entertainment,Decreasing,Low,52405.78,Associate Degree,3,3203,4657,48.98,72.5,India,31.91
"Surveyor, hydrographic",Finance,Decreasing,High,96186.07,Associate Degree,18,3840,292,72.05,66.94,India,64.17
"Surveyor, rural practice",Finance,Increasing,Low,78430.11,High School,16,7215,7837,62.71,53.11,China,45.92
Data processing manager,Transportation,Increasing,High,134556.66,Master’s Degree,5,5153,1478,63.84,68.76,China,24.29
"Designer, multimedia",Transportation,Decreasing,Moderate,32300.06,High School,7,6592,4893,52.0,3.48,UK,48.86
Print production planner,Healthcare,Increasing,Low,95167.52,Bachelor’s Degree,15,278,5409,8.31,29.29,Canada,49.13
Equality and diversity officer,Healthcare,Increasing,Low,103414.27,Master’s Degree,18,555,580,55.21,80.73,UK,61.77
Advertising account executive,Transportation,Decreasing,High,52822.46,Bachelor’s Degree,14,3349,5034,47.45,16.46,Canada,21.49
Occupational therapist,Manufacturing,Increasing,Low,78411.83,Associate Degree,16,5653,3340,23.57,7.59,UK,76.94
Chief Financial Officer,Education,Increasing,Moderate,117376.27,Bachelor’s Degree,4,1781,7704,37.15,74.58,India,59.54
Translator,Transportation,Decreasing,High,61485.96,Bachelor’s Degree,4,7446,7194,83.94,93.96,India,45.95
Proofreader,Healthcare,Decreasing,Low,119897.23,Bachelor’s Degree,16,2927,8832,96.2,69.74,UK,72.29
Quality manager,Retail,Increasing,Low,130142.28,Master’s Degree,10,4703,1330,79.0,38.03,UK,77.35
Radiation protection practitioner,Transportation,Decreasing,High,118304.47,High School,15,1151,2540,48.28,25.11,UK,68.52
Transport planner,Finance,Increasing,Low,40619.22,Associate Degree,9,3735,7853,0.72,22.86,UK,26.19
Government social research officer,Manufacturing,Decreasing,High,57071.71,PhD,17,9176,532,75.05,69.48,Australia,52.82
Forensic psychologist,Manufacturing,Decreasing,Moderate,78859.16,PhD,15,4714,4056,96.2,7.94,USA,61.72
"Education officer, museum",Healthcare,Increasing,High,103113.2,High School,7,3363,2270,48.2,53.3,Australia,47.58
Animal technologist,Entertainment,Decreasing,High,147185.39,Master’s Degree,0,7676,3833,14.84,99.79,Australia,75.76
Information officer,IT,Decreasing,Moderate,61899.77,Bachelor’s Degree,3,1282,3083,51.91,50.69,Brazil,66.52
"Psychologist, occupational",Education,Increasing,Moderate,134695.17,High School,18,4881,780,6.21,89.3,Australia,39.65
TEFL teacher,Finance,Increasing,Low,102036.52,PhD,4,4779,1728,2.67,65.55,Canada,30.79
Intelligence analyst,Education,Decreasing,High,140160.05,PhD,19,6823,3617,77.81,95.59,Australia,43.06
"Doctor, general practice",Finance,Increasing,High,40556.41,High School,17,2449,7920,20.96,43.49,Australia,66.83
Operational investment banker,Entertainment,Increasing,Moderate,74337.53,PhD,19,9938,9653,34.07,26.33,Australia,52.98
Chemical engineer,Transportation,Increasing,Moderate,88259.39,PhD,3,6099,273,63.16,29.08,Australia,67.32
Chartered public finance accountant,Education,Decreasing,Low,79141.72,High School,5,6239,2902,20.64,8.88,Brazil,41.49
Lawyer,Education,Increasing,Low,39360.43,PhD,13,6488,7421,10.41,23.31,India,72.13
"Runner, broadcasting/film/video",Manufacturing,Decreasing,Moderate,71539.53,Bachelor’s Degree,4,7369,5105,71.0,43.06,India,28.83
Diagnostic radiographer,Entertainment,Increasing,Moderate,116934.84,High School,10,6628,1888,24.19,25.59,Brazil,42.07
Metallurgist,Finance,Increasing,Low,121344.41,Bachelor’s Degree,9,7602,4809,32.67,52.44,China,27.52
Phytotherapist,Finance,Increasing,Low,69252.33,Master’s Degree,2,9454,4100,79.35,2.93,UK,36.71
Paramedic,Education,Decreasing,High,141041.44,High School,3,4603,2801,20.9,14.91,Brazil,25.13
Manufacturing systems engineer,Healthcare,Increasing,Low,69427.22,Bachelor’s Degree,5,5919,7920,37.75,96.36,Brazil,65.26
"Teacher, adult education",Finance,Increasing,Low,33367.62,Master’s Degree,14,4727,5277,50.21,10.97,Brazil,24.15
"Designer, industrial/product",Transportation,Increasing,Low,55660.83,Associate Degree,13,3864,5463,30.56,4.88,Canada,66.33
Herpetologist,Transportation,Decreasing,High,119301.98,Bachelor’s Degree,13,5637,9244,3.18,10.83,China,64.55
Health service manager,IT,Increasing,Low,112837.1,PhD,5,9393,8520,13.15,32.25,Germany,41.82
Land,Entertainment,Decreasing,Moderate,104548.94,PhD,8,1553,447,40.92,29.94,Canada,51.1
Research scientist (life sciences),Finance,Decreasing,Moderate,121278.59,Master’s Degree,0,7301,8786,67.12,30.65,Canada,30.01
Chartered legal executive (England and Wales),Entertainment,Increasing,Low,46525.18,PhD,17,6753,8534,4.31,41.25,India,62.19
Midwife,Manufacturing,Increasing,High,84671.04,Bachelor’s Degree,6,5916,2259,42.14,16.31,India,73.64
"Horticulturist, commercial",Healthcare,Decreasing,Moderate,112030.99,High School,0,4897,8514,66.42,52.54,Brazil,63.89
Dancer,Retail,Decreasing,High,136585.2,PhD,0,8726,4647,30.92,50.72,China,29.26
Production manager,Education,Decreasing,Moderate,65674.01,PhD,10,3236,4152,93.05,70.6,Canada,38.39
"Surveyor, rural practice",Healthcare,Increasing,High,117151.18,Associate Degree,18,8668,7053,3.06,12.94,Canada,47.33
Aeronautical engineer,Finance,Decreasing,Moderate,149151.62,Bachelor’s Degree,15,3883,274,66.67,45.57,Canada,58.21
Administrator,Manufacturing,Increasing,High,119425.97,Bachelor’s Degree,16,6755,8594,90.93,98.98,USA,56.15
"Research officer, government",Education,Decreasing,High,129900.8,Bachelor’s Degree,4,6849,9019,90.45,60.68,Australia,65.92
"Teacher, English as a foreign language",Education,Decreasing,High,39385.87,High School,12,8043,8119,75.67,58.52,Australia,54.7
Multimedia specialist,Healthcare,Increasing,Low,60292.71,Bachelor’s Degree,3,4208,3411,46.26,65.35,Australia,34.67
"Surveyor, building control",Education,Increasing,Moderate,34019.96,Bachelor’s Degree,20,5508,8804,37.55,94.24,Canada,27.13
Sales executive,Education,Increasing,Moderate,111398.72,Bachelor’s Degree,15,6596,494,61.04,10.96,Germany,21.95
Prison officer,Finance,Increasing,Low,70066.35,High School,15,8914,7151,30.38,55.9,Canada,66.32
Radiation protection practitioner,Retail,Decreasing,Low,128226.37,Master’s Degree,19,8403,2187,75.7,48.76,UK,59.7
Logistics and distribution manager,Entertainment,Decreasing,Moderate,132753.37,High School,0,5885,2117,43.0,3.65,Canada,77.25
Public librarian,Transportation,Increasing,High,63031.39,PhD,0,4564,815,73.07,69.36,Germany,70.32
"Librarian, public",Finance,Decreasing,Low,41596.52,PhD,3,9385,1656,75.73,73.53,Canada,50.17
Theatre manager,Retail,Increasing,Low,141251.15,High School,5,842,1108,5.18,62.97,Brazil,23.75
Veterinary surgeon,Manufacturing,Decreasing,Moderate,116336.94,Bachelor’s Degree,7,4368,9046,55.38,35.09,Brazil,21.21
Civil Service administrator,Transportation,Increasing,Low,49794.59,PhD,20,156,7169,79.99,89.63,Germany,78.77
Accommodation manager,Manufacturing,Increasing,High,115327.05,PhD,3,3902,5505,29.61,89.84,India,76.58
Seismic interpreter,Healthcare,Decreasing,Moderate,139123.73,High School,1,6909,9005,46.61,10.52,Germany,31.31
"Production assistant, television",Entertainment,Decreasing,Low,52974.76,High School,0,8098,4154,14.56,7.73,India,64.52
Midwife,Entertainment,Decreasing,High,55819.15,Master’s Degree,17,152,429,75.51,98.58,Australia,39.41
Public relations account executive,Education,Increasing,Low,99803.72,Master’s Degree,10,7679,6784,17.04,32.36,UK,47.47
Agricultural engineer,IT,Increasing,High,138700.19,Associate Degree,9,5758,4729,7.64,72.24,China,53.37
"Editor, magazine features",Transportation,Decreasing,Low,63807.61,Bachelor’s Degree,12,5328,5965,13.72,76.28,Germany,74.68
Media buyer,IT,Increasing,Moderate,47238.53,High School,4,8183,807,48.66,17.63,India,55.21
Clinical research associate,Manufacturing,Increasing,High,140162.76,Master’s Degree,16,3864,9137,28.38,47.33,USA,34.06
Architectural technologist,Healthcare,Increasing,Low,119652.52,High School,0,9424,4440,30.91,10.26,Brazil,38.74
"Research officer, political party",Entertainment,Decreasing,High,129848.89,Master’s Degree,12,2345,6071,67.48,59.25,Australia,65.85
"Production assistant, television",Manufacturing,Increasing,Low,67883.84,Associate Degree,6,5771,5199,2.5,98.33,India,54.29
Clinical embryologist,Entertainment,Decreasing,Moderate,141125.59,Associate Degree,18,6896,1071,9.01,33.85,UK,25.65
Midwife,Manufacturing,Decreasing,Low,37034.11,Master’s Degree,13,1839,114,39.51,44.35,China,37.28
Advice worker,Manufacturing,Increasing,Low,103916.12,Bachelor’s Degree,7,2821,7097,53.87,44.58,India,42.44
Hospital pharmacist,Finance,Decreasing,High,37612.78,Master’s Degree,8,9837,1011,98.2,41.5,Germany,22.41
Trade mark attorney,Healthcare,Decreasing,High,77581.8,Associate Degree,14,6693,8189,57.85,13.51,USA,29.4
Manufacturing systems engineer,Retail,Decreasing,Moderate,45742.34,Master’s Degree,18,7707,4909,34.51,5.03,China,62.42
"Teacher, English as a foreign language",IT,Increasing,Moderate,95673.13,Bachelor’s Degree,17,7964,4255,57.81,65.06,Germany,58.46
"Engineer, maintenance",Entertainment,Increasing,High,64615.95,Bachelor’s Degree,19,9632,8280,48.91,39.5,India,23.01
Building control surveyor,Finance,Increasing,Moderate,145960.53,Master’s Degree,0,5956,3970,73.47,71.99,India,20.67
Water engineer,Healthcare,Increasing,Moderate,113477.32,Associate Degree,10,6039,7789,98.64,44.24,Canada,49.42
Charity officer,Retail,Decreasing,Moderate,65640.55,Master’s Degree,10,7950,1425,68.16,48.69,Brazil,37.17
Automotive engineer,Retail,Increasing,Low,97338.01,Associate Degree,6,9400,6377,17.74,8.28,UK,74.46
"Programmer, systems",Manufacturing,Increasing,High,99987.3,Bachelor’s Degree,4,4874,7263,64.93,19.83,India,49.82
Comptroller,Manufacturing,Increasing,Low,124931.94,Bachelor’s Degree,11,202,1340,31.4,48.3,Australia,75.92
"Psychologist, occupational",IT,Increasing,Low,94058.68,PhD,19,1773,5066,84.25,0.96,USA,25.89
Optometrist,Entertainment,Increasing,Low,101370.32,PhD,10,7242,154,52.58,81.46,UK,36.21
Community pharmacist,Retail,Decreasing,High,59610.29,Master’s Degree,5,3887,4979,82.09,38.2,Australia,32.03
Chief Executive Officer,Healthcare,Decreasing,Low,30399.49,Associate Degree,7,4752,6239,62.49,14.67,USA,33.57
Textile designer,Retail,Increasing,Low,52233.82,High School,12,5395,8564,4.73,42.99,UK,75.43
Data scientist,Manufacturing,Decreasing,High,117976.89,High School,3,2140,6663,70.63,4.0,USA,70.98
Electrical engineer,IT,Decreasing,Moderate,49735.47,Associate Degree,4,9645,379,40.79,76.62,USA,51.4
Call centre manager,Transportation,Decreasing,High,56776.22,Associate Degree,10,7184,7510,77.39,34.22,China,54.88
"Engineer, energy",Finance,Decreasing,Moderate,118254.67,Bachelor’s Degree,8,2390,8119,19.2,24.75,UK,34.93
IT consultant,Healthcare,Decreasing,Moderate,83631.65,PhD,1,5755,6251,25.85,58.86,China,71.83
"Doctor, general practice",Education,Decreasing,Moderate,104524.92,Master’s Degree,14,3398,5008,50.12,88.02,Australia,38.18
"Engineer, biomedical",Retail,Increasing,Moderate,73171.38,Bachelor’s Degree,11,8164,2234,3.2,55.72,USA,76.29
"Horticulturist, commercial",Manufacturing,Decreasing,Low,36376.61,Master’s Degree,17,3805,6725,34.44,60.55,Brazil,62.23
Race relations officer,Finance,Decreasing,Low,63406.31,High School,15,5032,3453,53.09,64.23,USA,39.51
"Nurse, mental health",Entertainment,Increasing,Moderate,113481.29,Associate Degree,20,4534,1749,8.37,6.54,Australia,50.19
Educational psychologist,Transportation,Increasing,Moderate,32490.41,Associate Degree,7,9130,264,72.76,73.16,Brazil,42.42
Barrister's clerk,Entertainment,Decreasing,Low,62100.58,Associate Degree,14,5563,5029,55.18,83.93,India,56.41
"Accountant, chartered certified",Education,Decreasing,High,92913.29,Bachelor’s Degree,9,5602,2628,44.27,78.18,Brazil,66.02
Fashion designer,Education,Decreasing,Low,96003.16,Bachelor’s Degree,15,6835,6049,92.63,35.46,China,39.56
Podiatrist,Retail,Decreasing,Moderate,133366.23,Master’s Degree,13,9701,9192,39.16,77.7,China,73.35
"Scientist, research (physical sciences)",Finance,Decreasing,Low,37028.29,Master’s Degree,4,8854,962,77.1,23.57,USA,59.13
Nature conservation officer,Entertainment,Decreasing,Moderate,136002.24,Bachelor’s Degree,18,5368,642,97.11,16.44,Germany,57.74
Visual merchandiser,Finance,Increasing,Low,47907.6,PhD,16,4740,3764,15.87,27.67,UK,37.86
Farm manager,Manufacturing,Decreasing,Low,45571.64,Master’s Degree,13,5207,1681,80.84,30.49,Canada,62.66
Leisure centre manager,Manufacturing,Increasing,High,40127.74,Bachelor’s Degree,5,970,962,55.42,90.88,Germany,79.37
Actor,Education,Decreasing,Moderate,88146.13,PhD,20,2228,1073,48.36,65.37,UK,75.08
Fisheries officer,Transportation,Decreasing,Moderate,34333.9,Bachelor’s Degree,18,2585,4386,46.68,57.52,Germany,64.72
IT technical support officer,Retail,Increasing,Moderate,139122.92,PhD,18,3568,3005,71.75,27.73,China,21.77
Private music teacher,Manufacturing,Increasing,High,135049.69,Master’s Degree,15,6195,6534,90.44,93.86,Germany,22.21
"Psychologist, sport and exercise",Healthcare,Decreasing,Low,57289.53,PhD,7,4186,9794,50.51,84.88,India,72.65
"Administrator, arts",Retail,Increasing,Moderate,103256.44,PhD,20,2980,7569,16.33,86.7,China,56.16
Water engineer,Education,Increasing,High,57644.96,Associate Degree,15,9528,4236,96.73,61.82,Canada,42.32
Lexicographer,Manufacturing,Increasing,High,108207.34,High School,7,2657,3022,20.51,13.97,USA,58.87
Medical technical officer,IT,Increasing,High,61665.42,Bachelor’s Degree,16,2879,570,3.61,59.3,USA,78.08
Museum/gallery curator,Healthcare,Increasing,High,88639.76,High School,8,2081,8276,4.95,35.23,China,22.68
"Restaurant manager, fast food",Finance,Increasing,High,71886.92,High School,3,673,4525,21.62,84.55,Germany,53.13
"Engineer, automotive",Entertainment,Decreasing,High,106431.72,Master’s Degree,10,6221,9271,54.06,52.46,Canada,39.35
Water quality scientist,Education,Decreasing,High,116073.9,Bachelor’s Degree,13,5787,5858,58.93,99.71,Australia,41.25
Theatre stage manager,Transportation,Increasing,Low,119933.31,Associate Degree,9,7883,3870,68.95,36.16,UK,25.31
Research scientist (physical sciences),Retail,Decreasing,High,140143.46,Bachelor’s Degree,10,7384,741,41.78,54.31,Australia,27.63
Geophysicist/field seismologist,Entertainment,Decreasing,Low,119335.47,Bachelor’s Degree,1,4856,2502,85.77,48.55,USA,52.97
Medical illustrator,Manufacturing,Increasing,Moderate,104981.98,High School,15,6643,6698,71.47,22.78,Germany,29.43
"Teacher, secondary school",Healthcare,Increasing,Low,110757.7,High School,7,9502,1896,13.14,94.6,USA,54.84
Special effects artist,Manufacturing,Increasing,High,147436.11,Associate Degree,9,8945,1672,3.66,85.21,India,30.25
Hospital doctor,Entertainment,Increasing,High,113910.56,High School,11,8132,6532,18.65,51.82,India,46.92
Advertising account executive,IT,Increasing,High,117440.93,Associate Degree,16,7271,1878,65.12,10.89,Brazil,20.22
Psychiatrist,Transportation,Increasing,Moderate,126027.24,Associate Degree,20,3559,3284,59.48,44.42,Brazil,60.24
Archaeologist,Manufacturing,Decreasing,High,77452.36,Bachelor’s Degree,3,5958,5148,49.35,71.75,Australia,36.64
Drilling engineer,Education,Increasing,Low,76219.32,Associate Degree,19,2591,8900,16.69,8.74,India,37.75
Equities trader,Healthcare,Increasing,High,94199.08,Master’s Degree,11,2264,957,25.46,77.99,USA,58.26
"Research officer, government",Entertainment,Increasing,High,53091.2,High School,20,4418,8920,60.02,89.37,UK,64.48
Sub,Manufacturing,Increasing,Low,34700.16,Master’s Degree,20,4456,2901,78.35,18.13,USA,70.43
Theatre stage manager,Finance,Increasing,Moderate,67001.94,Master’s Degree,17,1608,6334,45.79,44.33,Australia,34.42
"Radiographer, diagnostic",Finance,Increasing,Low,149359.54,Bachelor’s Degree,6,1492,4731,48.17,83.61,UK,71.54
Network engineer,Transportation,Increasing,High,63841.94,Associate Degree,2,5758,9398,84.8,18.51,Australia,72.24
Licensed conveyancer,Entertainment,Decreasing,Moderate,94020.04,High School,11,904,8969,76.5,34.15,Germany,46.74
Secretary/administrator,Manufacturing,Increasing,Low,54242.18,Associate Degree,20,940,5589,53.75,37.59,Australia,50.67
Trading standards officer,Retail,Decreasing,Moderate,104096.17,Master’s Degree,4,3112,3087,75.75,28.98,China,69.83
"Solicitor, Scotland",IT,Increasing,Moderate,49301.91,Associate Degree,9,5886,5990,4.7,85.8,India,44.48
"Research officer, political party",Entertainment,Decreasing,Moderate,115646.46,Bachelor’s Degree,8,7533,5478,76.11,87.6,Australia,24.9
Mechanical engineer,Entertainment,Increasing,Low,119610.54,High School,10,3923,7203,85.99,21.02,Brazil,53.64
Recycling officer,Retail,Increasing,Low,109072.44,PhD,1,2912,1036,79.19,61.94,Brazil,77.78
Conference centre manager,Transportation,Decreasing,Moderate,142157.7,PhD,1,9598,2016,35.16,64.19,Brazil,55.21
Production engineer,Entertainment,Increasing,Moderate,72444.7,Bachelor’s Degree,20,3671,8439,99.7,30.15,China,54.17
"Teacher, adult education",Manufacturing,Decreasing,Low,129803.74,Master’s Degree,13,7665,4488,83.51,74.89,India,68.03
Animal technologist,Healthcare,Decreasing,High,81956.28,Master’s Degree,17,6926,1441,67.88,77.75,Canada,23.55
Sales promotion account executive,Manufacturing,Increasing,Low,61233.96,PhD,12,5284,2007,39.11,60.35,Australia,26.91
Personal assistant,Healthcare,Increasing,Low,36621.11,High School,15,8367,6245,58.74,27.45,UK,43.09
"Designer, exhibition/display",Entertainment,Decreasing,Low,46592.34,Bachelor’s Degree,1,1914,6680,97.37,69.62,UK,27.24
Geochemist,Finance,Increasing,Moderate,66693.21,High School,20,3667,9427,23.84,9.19,China,78.54
"Research officer, trade union",IT,Decreasing,High,123853.04,PhD,19,4652,4466,12.87,56.41,Australia,75.22
Landscape architect,Transportation,Increasing,High,34606.35,Bachelor’s Degree,20,2389,5004,52.22,91.54,Germany,54.15
Ceramics designer,Transportation,Increasing,Low,143729.55,High School,16,1750,5891,94.4,9.93,Australia,67.49
Scientific laboratory technician,Transportation,Decreasing,Low,87491.82,Associate Degree,1,7748,5988,47.27,46.36,India,29.6
Arts administrator,IT,Increasing,Moderate,128678.59,PhD,8,9917,5964,92.71,73.92,Australia,21.95
Theme park manager,Entertainment,Increasing,Moderate,99264.54,High School,8,374,547,1.76,40.68,India,22.56
Probation officer,Healthcare,Increasing,Low,52329.29,Master’s Degree,20,7507,7097,91.57,31.71,China,51.29
Arts development officer,Transportation,Increasing,Low,129113.56,Master’s Degree,8,3464,2683,61.73,48.88,Australia,45.83
Media buyer,Retail,Decreasing,Moderate,35800.08,PhD,11,5914,2286,76.75,17.05,China,23.07
Optometrist,Retail,Decreasing,High,69449.18,High School,1,7719,8287,96.99,91.24,Canada,23.37
"Engineer, civil (contracting)",Entertainment,Increasing,High,145815.15,High School,4,7081,9697,93.7,51.41,China,56.72
"Engineer, water",Finance,Increasing,Moderate,46129.32,Associate Degree,18,3556,7214,26.62,26.82,UK,42.25
"Biochemist, clinical",IT,Increasing,Moderate,71821.36,Bachelor’s Degree,19,2341,6091,54.7,84.01,Canada,68.04
"Engineer, electrical",Healthcare,Increasing,High,37657.02,Master’s Degree,5,9959,2771,97.36,24.23,India,40.96
"Exhibitions officer, museum/gallery",Manufacturing,Decreasing,Moderate,51149.0,PhD,4,1590,9744,93.53,36.63,Germany,66.42
"Engineer, land",IT,Decreasing,Moderate,109168.92,Associate Degree,6,9786,7601,80.92,27.61,Canada,35.03
Speech and language therapist,Retail,Increasing,Low,45662.97,Associate Degree,6,8940,8777,10.99,26.23,Australia,29.1
Air traffic controller,Finance,Decreasing,High,67500.76,Master’s Degree,0,2210,7004,62.12,25.07,USA,36.86
Building surveyor,Education,Increasing,Low,113625.42,PhD,16,9534,897,12.93,62.04,India,59.56
"Surveyor, land/geomatics",Healthcare,Increasing,High,43211.69,Bachelor’s Degree,9,8867,8887,42.12,81.71,Australia,52.57
Sports administrator,IT,Decreasing,Moderate,59894.93,Bachelor’s Degree,11,7845,3959,59.58,23.88,Brazil,56.71
Personal assistant,Manufacturing,Increasing,High,108010.04,Associate Degree,9,7147,1198,66.68,17.71,Germany,40.67
"Engineer, maintenance",IT,Decreasing,Low,38587.62,Associate Degree,5,5422,6649,44.94,63.61,Brazil,29.44
Records manager,Education,Decreasing,Moderate,109258.8,Associate Degree,0,5718,8981,5.29,9.8,UK,63.88
"Designer, textile",Transportation,Decreasing,Moderate,47978.37,PhD,16,3634,9904,59.22,83.54,USA,56.03
Social worker,Manufacturing,Decreasing,Low,32099.02,Master’s Degree,14,6900,1210,54.33,11.89,UK,33.6
Insurance claims handler,Retail,Increasing,Moderate,84484.06,Master’s Degree,2,2621,6568,41.36,1.33,Australia,66.59
Higher education lecturer,Entertainment,Increasing,Moderate,97616.54,PhD,4,4668,5984,58.96,61.17,Australia,48.26
Film/video editor,Entertainment,Decreasing,Moderate,59595.19,Associate Degree,13,3990,9454,95.46,92.7,UK,48.94
"Administrator, sports",Finance,Increasing,Moderate,72522.79,High School,8,8250,5966,41.12,37.74,China,37.51
Secretary/administrator,Transportation,Decreasing,Low,131146.23,Master’s Degree,6,910,2947,35.26,64.03,Australia,77.48
Estate manager/land agent,Entertainment,Increasing,Moderate,131539.52,High School,2,6968,2548,15.83,4.78,UK,51.73
"Accountant, chartered",Finance,Decreasing,Moderate,122079.34,Bachelor’s Degree,0,2380,4201,19.64,8.12,Canada,26.65
Animator,Transportation,Decreasing,High,52011.37,PhD,7,6635,4030,71.44,99.12,India,21.91
Financial manager,Entertainment,Decreasing,Moderate,41886.64,Bachelor’s Degree,13,7656,3250,41.31,32.25,Australia,72.96
Museum/gallery curator,Transportation,Decreasing,Moderate,37774.06,Associate Degree,18,5164,3614,66.82,47.55,China,58.2
Magazine journalist,Healthcare,Decreasing,High,65899.35,PhD,17,1404,5064,33.48,52.92,Brazil,27.42
Transport planner,Manufacturing,Increasing,Low,85827.15,Associate Degree,19,9037,4639,40.88,28.45,Canada,22.67
Passenger transport manager,Entertainment,Increasing,Moderate,146579.57,Master’s Degree,13,5431,5131,61.31,35.1,Brazil,62.78
Fitness centre manager,Finance,Decreasing,Low,140104.87,PhD,16,451,237,17.01,13.18,USA,35.26
Passenger transport manager,Healthcare,Decreasing,High,87280.4,Master’s Degree,13,7994,7746,77.43,66.94,Brazil,75.07
Hotel manager,Transportation,Decreasing,High,98813.15,PhD,16,8212,8638,88.76,31.83,Brazil,35.49
Operational researcher,Healthcare,Decreasing,High,141075.37,High School,16,7655,8025,94.71,48.12,Canada,24.62
"Psychologist, counselling",Entertainment,Increasing,Low,69061.26,Master’s Degree,17,2391,911,62.03,67.55,India,63.29
Immigration officer,Finance,Decreasing,Low,126762.73,Bachelor’s Degree,1,8240,125,53.65,73.36,Canada,72.87
Water quality scientist,Education,Increasing,Low,49167.06,High School,5,5790,1792,53.26,58.84,Canada,53.21
Paramedic,Healthcare,Increasing,Moderate,108613.65,Master’s Degree,11,2095,4808,89.81,31.23,India,71.08
Occupational therapist,Finance,Decreasing,High,37783.99,Bachelor’s Degree,1,4998,3078,43.89,60.23,Canada,79.54
Risk analyst,Finance,Increasing,Moderate,125612.4,PhD,5,6450,4412,66.18,3.0,Brazil,39.27
Press photographer,Transportation,Increasing,Moderate,131416.66,PhD,11,3832,7633,35.47,82.7,UK,36.81
Architect,Education,Decreasing,Moderate,130343.95,Associate Degree,13,8831,4869,95.08,41.34,Germany,46.69
Copy,IT,Decreasing,High,140214.41,PhD,4,2115,8014,5.4,8.31,China,71.03
Air broker,Retail,Decreasing,Low,142342.45,Associate Degree,12,191,6597,83.13,42.75,UK,49.72
Museum/gallery curator,Entertainment,Increasing,Low,109544.18,Bachelor’s Degree,20,4654,1614,25.11,36.65,India,29.66
"Engineer, technical sales",Manufacturing,Decreasing,High,134574.35,Bachelor’s Degree,9,3917,4529,36.84,35.32,Brazil,32.18
Cabin crew,Finance,Increasing,High,149064.16,Master’s Degree,6,3813,2926,53.62,57.86,USA,39.19
Insurance account manager,Entertainment,Increasing,High,102730.62,Master’s Degree,1,3498,3678,57.09,56.82,Australia,72.24
Medical sales representative,Transportation,Decreasing,Moderate,101266.83,PhD,15,2702,3086,90.97,92.4,Australia,67.22
Dietitian,Entertainment,Increasing,Low,116922.84,PhD,11,4336,632,74.85,58.12,UK,66.54
"Research officer, government",IT,Decreasing,Low,84683.94,Associate Degree,20,2182,4235,5.53,58.12,India,47.89
Secondary school teacher,Education,Decreasing,Low,104856.71,Bachelor’s Degree,0,9781,2943,21.02,88.86,Australia,24.76
"Engineer, mining",Entertainment,Increasing,High,69254.19,PhD,12,962,4362,89.29,61.82,UK,74.17
"Therapist, occupational",Education,Decreasing,High,118313.52,PhD,8,3186,3317,52.21,53.74,Australia,62.63
"Administrator, charities/voluntary organisations",Healthcare,Increasing,Low,44219.01,High School,15,5606,799,81.82,83.55,Germany,53.89
"Editor, magazine features",IT,Decreasing,Low,60137.3,High School,18,604,1088,3.66,82.87,China,58.66
Occupational psychologist,Entertainment,Decreasing,Low,43559.38,Bachelor’s Degree,5,5292,5101,7.3,98.58,China,48.88
Insurance account manager,Manufacturing,Increasing,Moderate,134179.94,Master’s Degree,9,6587,9169,60.04,87.84,India,76.9
Microbiologist,Manufacturing,Increasing,High,84150.66,Bachelor’s Degree,14,7359,8720,70.25,1.86,USA,60.94
Management consultant,Transportation,Decreasing,Low,72021.42,Associate Degree,5,1315,664,31.81,26.36,China,71.0
Chemical engineer,IT,Decreasing,Low,133839.58,Associate Degree,17,8521,1108,89.38,6.45,UK,27.17
Chartered certified accountant,Finance,Increasing,Low,44805.33,High School,8,5981,5884,37.36,12.4,China,29.4
Operational investment banker,Entertainment,Increasing,Low,68179.95,Bachelor’s Degree,17,8293,2001,65.84,74.18,Canada,79.14
"Lecturer, further education",Healthcare,Decreasing,Moderate,90604.68,High School,10,5424,7920,69.25,79.29,India,20.98
Nature conservation officer,Entertainment,Decreasing,Low,123775.91,Master’s Degree,19,4149,8103,69.23,38.94,India,53.8
"Solicitor, Scotland",IT,Increasing,Low,144685.98,High School,3,6016,6925,30.1,51.84,Brazil,21.69
Water engineer,Entertainment,Decreasing,Moderate,39739.66,PhD,13,8944,769,86.06,58.97,USA,51.82
"Geologist, engineering",Education,Decreasing,Low,99081.51,Associate Degree,10,5828,7545,9.68,32.94,India,35.23
Geoscientist,Healthcare,Decreasing,Moderate,110917.84,Associate Degree,19,1350,5342,58.81,75.28,Canada,48.38
Multimedia specialist,Education,Decreasing,High,109595.06,Bachelor’s Degree,7,7805,2772,42.4,67.89,UK,47.41
Retail merchandiser,Retail,Increasing,Moderate,53458.05,High School,12,5745,1528,80.71,6.79,Brazil,43.96
Soil scientist,Manufacturing,Increasing,Moderate,104210.79,High School,5,7740,2951,91.22,23.12,USA,47.05
Careers adviser,Healthcare,Increasing,Moderate,38283.53,Associate Degree,14,3836,9053,12.7,12.16,Brazil,23.36
Editorial assistant,Education,Increasing,Low,140291.85,Bachelor’s Degree,14,5495,1778,59.21,33.88,UK,74.53
Seismic interpreter,Finance,Decreasing,Moderate,93138.4,PhD,18,1328,7893,9.72,0.31,Canada,77.95
"Physicist, medical",Manufacturing,Increasing,Moderate,58180.46,PhD,18,9640,6519,10.06,97.42,Brazil,63.33
Television/film/video producer,Education,Decreasing,Moderate,84313.38,Bachelor’s Degree,16,4815,6872,63.11,39.43,Brazil,51.88
"Engineer, chemical",Finance,Decreasing,High,96298.59,Associate Degree,14,4088,5146,5.52,4.9,UK,38.7
Television camera operator,IT,Increasing,Low,44268.43,Associate Degree,2,7860,8291,27.82,91.48,Brazil,26.41
Meteorologist,Retail,Decreasing,Low,51695.72,PhD,16,8805,2632,31.86,60.28,Brazil,58.79
Press sub,Healthcare,Increasing,Moderate,107346.48,Associate Degree,7,5267,4534,0.29,29.72,Brazil,58.1
Mechanical engineer,Manufacturing,Increasing,High,102548.94,Associate Degree,6,7485,2056,34.96,71.83,Canada,68.43
Legal secretary,Healthcare,Decreasing,Moderate,35847.73,Associate Degree,18,9346,9818,15.12,87.05,Canada,56.23
Catering manager,Retail,Increasing,Moderate,40544.27,Associate Degree,9,9490,5327,14.05,79.98,USA,37.79
"Engineer, production",Education,Decreasing,Low,67070.47,PhD,6,2139,1059,64.74,94.29,Brazil,34.3
Public relations officer,Manufacturing,Increasing,High,137502.38,Bachelor’s Degree,5,556,7697,6.48,42.81,China,67.97
Gaffer,Education,Decreasing,Moderate,135880.61,PhD,15,7393,3811,72.68,14.02,China,34.29
Tourist information centre manager,Education,Decreasing,Moderate,53164.58,Associate Degree,9,6953,2036,63.82,2.89,China,50.88
"Teacher, secondary school",Manufacturing,Decreasing,Moderate,135499.85,Bachelor’s Degree,19,8765,3129,91.02,35.55,UK,56.63
Advertising account executive,Entertainment,Decreasing,Moderate,102314.66,High School,15,6807,9016,50.5,54.08,UK,36.63
"Engineer, technical sales",Manufacturing,Increasing,Low,49366.87,Bachelor’s Degree,14,4459,4950,39.96,10.22,UK,29.6
Industrial buyer,IT,Decreasing,Low,64188.68,High School,12,6808,4051,69.09,76.45,Australia,50.39
Personal assistant,Retail,Decreasing,Low,52623.61,Associate Degree,2,4068,9173,50.46,56.08,USA,65.67
Clinical cytogeneticist,Retail,Decreasing,Moderate,135970.81,PhD,16,2257,7729,26.8,75.02,UK,26.32
Geochemist,IT,Decreasing,Low,126446.96,High School,0,9611,3530,63.19,50.33,China,66.72
"Designer, exhibition/display",Entertainment,Increasing,High,139946.49,Bachelor’s Degree,18,4726,2281,15.97,83.41,Australia,48.17
Writer,Healthcare,Increasing,Moderate,86348.43,Master’s Degree,10,7824,8831,33.63,71.96,UK,79.85
Fashion designer,Retail,Decreasing,Moderate,64136.66,High School,9,2790,5368,13.08,19.18,Canada,45.61
Holiday representative,Education,Increasing,Moderate,106309.36,Master’s Degree,15,2281,3266,29.28,4.93,USA,65.84
Publishing rights manager,Finance,Decreasing,Moderate,136833.76,Associate Degree,8,8178,8390,99.58,29.04,Australia,40.9
"Psychotherapist, dance movement",Retail,Increasing,Low,57579.55,PhD,8,1440,4325,81.9,59.01,Germany,76.44
Industrial/product designer,IT,Increasing,Moderate,76735.6,Associate Degree,9,4650,7796,75.74,55.27,Brazil,44.53
Farm manager,Transportation,Increasing,High,51279.53,High School,15,2436,9645,61.94,10.42,UK,76.59
Consulting civil engineer,Manufacturing,Decreasing,Moderate,88698.21,Associate Degree,5,5096,6050,57.66,66.15,Brazil,21.21
Wellsite geologist,Finance,Decreasing,Low,65477.96,Master’s Degree,20,1450,3751,45.97,42.22,Germany,34.08
Higher education lecturer,Education,Increasing,Moderate,104116.57,High School,11,7935,4640,89.53,83.72,Germany,25.36
Administrator,Healthcare,Increasing,Low,111500.73,PhD,1,6989,1486,96.32,4.43,UK,46.8
Research scientist (maths),Manufacturing,Increasing,Low,118765.75,Associate Degree,1,6482,8100,80.47,71.66,USA,60.73
Applications developer,Finance,Decreasing,High,47503.77,High School,13,1604,4943,78.41,5.46,Australia,66.75
"Engineer, electrical",Finance,Decreasing,High,47096.02,PhD,14,3783,5675,5.19,50.02,Germany,29.86
"Designer, television/film set",Transportation,Increasing,High,69500.12,Bachelor’s Degree,0,6995,7932,61.93,45.1,Brazil,22.57
"Designer, furniture",Entertainment,Increasing,Low,143193.0,Bachelor’s Degree,16,9167,9185,84.43,11.11,Canada,56.17
IT consultant,Transportation,Increasing,Low,139522.68,Associate Degree,2,2772,6169,12.02,65.45,China,55.54
Special effects artist,Education,Increasing,High,87634.92,PhD,7,2540,6216,14.65,25.18,Canada,36.69
Human resources officer,Education,Decreasing,Moderate,147098.07,Bachelor’s Degree,7,1623,4579,0.46,44.6,UK,21.84
General practice doctor,Finance,Increasing,High,114858.32,Bachelor’s Degree,20,8366,5505,44.3,84.32,Brazil,45.92
Special educational needs teacher,Healthcare,Increasing,High,61633.0,High School,0,5554,5416,15.72,72.85,USA,68.26
"Therapist, music",Education,Increasing,High,52662.81,High School,8,4090,2283,7.45,34.79,Canada,30.12
"Psychologist, counselling",Transportation,Decreasing,Moderate,116651.86,High School,6,6620,4234,36.97,23.09,USA,67.87
"Designer, multimedia",Entertainment,Decreasing,Moderate,71893.96,PhD,9,9032,4341,96.36,95.56,Brazil,27.49
Psychiatrist,Healthcare,Decreasing,Moderate,68199.71,Bachelor’s Degree,8,7093,4871,8.99,56.13,Germany,20.71
"Nurse, adult",Finance,Increasing,Low,37224.29,PhD,16,2177,2649,43.5,71.89,Canada,24.95
Market researcher,Entertainment,Increasing,Moderate,92990.05,Master’s Degree,8,220,6334,55.55,48.7,USA,44.49
Theatre director,Finance,Increasing,Low,123348.76,Bachelor’s Degree,13,1335,9040,14.44,53.09,Canada,30.56
"Biochemist, clinical",Finance,Increasing,Moderate,101847.78,Master’s Degree,10,3371,9749,42.9,22.43,Australia,78.39
"Research officer, government",Manufacturing,Decreasing,High,70908.67,Bachelor’s Degree,13,7694,676,23.83,54.38,UK,71.01
"Engineer, production",Entertainment,Decreasing,Moderate,45016.12,Associate Degree,6,9055,8558,12.75,54.1,Germany,23.12
"Scientist, research (life sciences)",Entertainment,Decreasing,High,50168.65,Master’s Degree,2,771,9433,11.95,45.53,Australia,44.16
Consulting civil engineer,IT,Increasing,Moderate,56282.81,Bachelor’s Degree,12,7944,4799,21.39,40.48,Germany,22.99
Learning mentor,Finance,Increasing,Low,71518.59,PhD,7,7524,6389,28.5,57.33,Brazil,27.99
"Buyer, retail",Healthcare,Decreasing,Low,41878.65,PhD,3,9724,7320,41.61,27.85,UK,61.4
"Scientist, research (physical sciences)",Education,Decreasing,Moderate,138221.32,High School,3,3902,7410,64.13,52.96,Germany,49.95
Technical sales engineer,Manufacturing,Decreasing,Low,77214.51,High School,7,7993,645,64.85,4.21,Brazil,41.98
Financial manager,IT,Increasing,Moderate,32557.48,Bachelor’s Degree,11,4598,5859,59.02,4.7,UK,46.84
"Engineer, petroleum",Manufacturing,Decreasing,Low,35657.43,Bachelor’s Degree,11,6376,7188,16.49,28.44,Australia,66.31
Amenity horticulturist,Healthcare,Increasing,High,66009.98,Master’s Degree,13,3930,9224,95.75,75.4,Germany,21.39
Naval architect,IT,Increasing,High,137197.71,Associate Degree,9,4029,2352,1.78,40.02,USA,78.03
"Teacher, English as a foreign language",Transportation,Increasing,Low,88893.32,Bachelor’s Degree,8,7142,6377,54.12,67.76,UK,51.47
Pathologist,Healthcare,Decreasing,Low,126586.65,Master’s Degree,20,3054,6356,43.65,6.31,China,64.16
IT trainer,Transportation,Decreasing,High,121060.26,Bachelor’s Degree,14,6256,5028,39.24,83.07,Canada,63.86
"Designer, textile",Finance,Decreasing,High,86561.66,PhD,15,9191,4736,57.77,76.24,Australia,66.34
Police officer,Healthcare,Increasing,High,76988.56,Bachelor’s Degree,19,4146,7017,94.1,57.54,China,48.3
"Geneticist, molecular",IT,Increasing,High,70308.04,High School,14,5175,3270,47.93,92.96,USA,79.89
Games developer,IT,Increasing,High,46258.92,PhD,18,6274,337,2.03,57.14,Australia,43.59
Personal assistant,IT,Increasing,High,133163.5,Associate Degree,1,8999,9042,17.0,41.87,Brazil,77.51
Media planner,Retail,Increasing,Moderate,38883.93,PhD,12,1238,1437,90.44,70.39,USA,75.9
Aeronautical engineer,Transportation,Increasing,Moderate,95618.26,Associate Degree,11,8620,2216,26.8,34.85,China,59.02
Land,Manufacturing,Decreasing,Low,130177.51,PhD,6,6978,6277,77.34,59.06,USA,73.52
Metallurgist,Manufacturing,Increasing,Moderate,65933.14,Bachelor’s Degree,2,4316,8267,27.62,42.27,China,38.44
"Surveyor, quantity",IT,Increasing,Low,110038.57,Bachelor’s Degree,16,8145,4398,24.35,33.28,UK,61.11
Data processing manager,Entertainment,Decreasing,High,99385.41,Master’s Degree,13,5620,10000,30.06,5.65,UK,77.75
Publishing copy,Manufacturing,Decreasing,High,63888.78,Bachelor’s Degree,19,6368,5227,94.1,57.01,Australia,74.25
"Scientist, research (physical sciences)",Healthcare,Decreasing,Low,35231.73,PhD,4,6872,8859,77.9,95.78,India,21.94
Camera operator,IT,Increasing,Low,64570.0,Associate Degree,16,4371,9969,60.91,77.56,USA,63.52
"Research officer, trade union",Manufacturing,Increasing,Moderate,99456.45,Master’s Degree,7,639,6990,14.68,72.69,Canada,33.28
Clinical embryologist,Entertainment,Increasing,Low,142590.76,Bachelor’s Degree,12,1734,7595,91.98,96.1,Germany,37.55
Charity officer,IT,Decreasing,Moderate,35918.19,Associate Degree,0,1823,6238,93.16,91.38,USA,25.52
Land,Retail,Decreasing,High,50152.82,Bachelor’s Degree,4,3463,9615,40.45,26.73,Canada,76.56
Metallurgist,Entertainment,Decreasing,High,91890.63,Bachelor’s Degree,7,3668,9546,11.89,66.15,India,20.72
Equities trader,Transportation,Increasing,Low,38725.94,Master’s Degree,20,2635,1060,56.03,10.36,Australia,55.47
"Copywriter, advertising",Transportation,Increasing,Low,65416.8,Bachelor’s Degree,16,1808,756,82.08,32.3,USA,56.44
"Therapist, art",IT,Increasing,High,59380.69,Master’s Degree,8,3557,9550,6.04,12.65,India,68.15
Fashion designer,Education,Decreasing,High,146911.57,High School,17,3220,6448,90.78,41.68,Brazil,45.02
"Designer, television/film set",Transportation,Decreasing,High,35835.89,PhD,9,7567,389,26.86,24.8,China,25.44
Soil scientist,Finance,Increasing,High,149811.49,High School,15,1806,4391,0.63,81.07,Brazil,38.08
"Geologist, wellsite",Entertainment,Increasing,Low,54425.86,Master’s Degree,6,898,980,66.81,75.79,Brazil,46.37
Naval architect,Healthcare,Increasing,High,106667.09,Bachelor’s Degree,17,909,8986,85.19,31.46,Germany,27.16
"Engineer, electronics",Transportation,Decreasing,Low,112635.0,Master’s Degree,12,6475,6412,4.35,76.83,Germany,76.07
Consulting civil engineer,Healthcare,Decreasing,Low,55599.14,PhD,15,2574,551,99.59,75.64,Australia,41.8
Furniture designer,Finance,Increasing,High,88129.19,Bachelor’s Degree,3,6979,981,73.16,68.6,Germany,35.67
Printmaker,IT,Increasing,Moderate,110521.86,Master’s Degree,3,6206,8317,51.81,71.67,Canada,42.99
Office manager,Education,Decreasing,Moderate,58082.28,Associate Degree,6,4525,5837,81.98,76.1,India,79.52
Animal nutritionist,IT,Decreasing,High,144449.42,Associate Degree,1,8239,1024,27.23,76.84,Germany,77.28
Immigration officer,Education,Increasing,Low,56219.04,Master’s Degree,2,6279,5536,24.16,85.89,UK,40.45
Health promotion specialist,IT,Decreasing,Moderate,36240.14,High School,7,2697,1567,66.04,37.5,Australia,39.5
Engineering geologist,IT,Increasing,Moderate,46476.32,PhD,13,6785,2003,67.53,73.56,India,51.91
"Engineer, manufacturing systems",Manufacturing,Decreasing,Moderate,138783.62,High School,12,2818,1379,89.89,5.93,Canada,73.76
Trade mark attorney,Retail,Increasing,Low,87267.54,Associate Degree,14,1216,2755,94.95,2.77,Australia,33.31
"Psychologist, sport and exercise",Healthcare,Increasing,Low,114621.85,PhD,5,106,7711,18.64,95.64,China,32.33
Chief Financial Officer,Finance,Increasing,High,85059.11,Associate Degree,11,7692,6786,59.05,85.15,India,29.33
"Designer, graphic",Transportation,Increasing,Moderate,39595.42,High School,20,8142,1745,93.86,31.54,Germany,69.13
"Engineer, energy",Retail,Decreasing,High,93864.0,Associate Degree,7,4679,2689,41.74,22.51,Australia,41.36
Psychiatrist,IT,Decreasing,Moderate,82790.77,PhD,4,3130,8805,39.66,15.91,UK,68.04
Electronics engineer,Healthcare,Increasing,Low,48182.78,PhD,4,4187,8146,62.36,92.21,USA,28.23
"Engineer, production",Manufacturing,Increasing,High,117928.58,Bachelor’s Degree,18,5789,3705,61.57,2.89,Canada,58.16
"Geneticist, molecular",Retail,Decreasing,Low,67676.27,High School,6,3273,218,7.77,30.41,Australia,45.13
Operational investment banker,Finance,Increasing,Moderate,44702.71,Associate Degree,16,9478,7056,7.14,62.81,Germany,56.62
"Geologist, wellsite",Transportation,Decreasing,Moderate,145080.33,High School,14,6625,2804,11.33,81.61,India,42.39
"Engineer, site",Entertainment,Decreasing,Moderate,38862.39,Associate Degree,12,2526,4491,13.55,15.29,UK,70.8
Further education lecturer,Healthcare,Decreasing,High,69225.21,PhD,4,1585,1040,99.74,78.67,Australia,56.96
"Designer, jewellery",IT,Decreasing,Moderate,68089.36,Bachelor’s Degree,11,4559,5561,16.7,64.45,Australia,28.28
Pensions consultant,Entertainment,Decreasing,High,129880.5,PhD,5,8066,6018,80.8,27.76,USA,36.14
Location manager,Finance,Decreasing,Low,133083.01,Master’s Degree,0,8789,5532,15.43,63.73,Canada,46.22
"Production assistant, radio",Retail,Decreasing,Low,110779.7,Bachelor’s Degree,17,9350,7099,11.97,8.87,Australia,73.23
Community arts worker,IT,Increasing,Moderate,50524.71,Associate Degree,20,1588,4630,84.42,37.07,Brazil,40.46
Medical sales representative,Finance,Decreasing,Low,54093.7,Bachelor’s Degree,6,993,3432,75.31,39.96,USA,76.51
"Engineer, control and instrumentation",Retail,Decreasing,Low,92729.18,Master’s Degree,15,2428,7875,20.4,24.12,Australia,23.68
Hydrogeologist,Education,Decreasing,High,45068.3,Associate Degree,16,6245,4178,41.69,63.08,Germany,47.13
Tax adviser,Entertainment,Increasing,High,56747.28,Associate Degree,12,8238,2374,4.8,56.99,Australia,36.0
Midwife,IT,Decreasing,Low,66198.6,High School,18,299,2069,95.01,20.58,Germany,22.41
"Librarian, academic",Manufacturing,Decreasing,Low,134035.36,Associate Degree,0,3657,330,45.28,25.8,China,34.94
Minerals surveyor,Manufacturing,Increasing,High,30109.18,PhD,5,8532,2458,76.6,47.23,India,50.15
"Engineer, production",Transportation,Decreasing,Low,77161.15,Bachelor’s Degree,4,1875,9413,43.23,31.77,China,25.71
Clinical molecular geneticist,IT,Increasing,High,77490.07,PhD,7,9761,5272,39.57,10.65,USA,28.1
Higher education careers adviser,IT,Decreasing,Low,48527.17,Associate Degree,4,9647,8743,67.29,52.32,China,73.27
Agricultural engineer,Finance,Increasing,High,42380.27,High School,9,4548,2906,38.12,12.88,Canada,77.99
Architectural technologist,Entertainment,Increasing,Moderate,132125.11,Bachelor’s Degree,13,9181,7308,7.48,84.14,China,64.9
Intelligence analyst,Manufacturing,Decreasing,Low,141628.1,Master’s Degree,5,5963,7905,83.67,99.57,China,41.84
Corporate treasurer,Education,Increasing,Moderate,146096.55,Associate Degree,16,639,5991,17.9,57.56,UK,48.05
Trade union research officer,Manufacturing,Increasing,Low,62312.32,Master’s Degree,1,8933,1626,33.09,13.07,Brazil,44.12
Naval architect,Finance,Increasing,Moderate,41294.82,Master’s Degree,19,5483,520,81.37,2.59,Australia,66.07
Community pharmacist,Education,Increasing,High,128164.37,High School,11,8632,7108,17.49,79.87,UK,69.23
"Engineer, petroleum",Finance,Increasing,Low,98057.53,PhD,9,4344,4924,82.51,86.06,India,39.59
"Editor, film/video",Manufacturing,Increasing,Moderate,82107.39,PhD,17,1616,5262,23.81,18.77,Canada,57.82
Editorial assistant,Retail,Decreasing,Low,129230.41,Bachelor’s Degree,18,1801,4815,44.27,29.94,USA,75.4
Audiological scientist,Education,Increasing,High,65190.04,Master’s Degree,14,2000,2300,33.47,86.14,Australia,73.43
Volunteer coordinator,Retail,Decreasing,Low,145043.35,Bachelor’s Degree,19,8557,3674,90.04,68.85,India,55.11
Operational investment banker,Healthcare,Increasing,Moderate,54972.31,Master’s Degree,13,5218,2597,90.24,96.19,China,48.65
Lobbyist,IT,Decreasing,Low,110862.74,PhD,10,759,9037,28.98,89.78,Canada,47.73
"Research officer, trade union",Entertainment,Decreasing,High,53601.12,Bachelor’s Degree,16,1152,173,74.02,42.6,UK,71.31
Advertising art director,IT,Decreasing,Moderate,88625.98,High School,7,5722,2700,48.82,90.8,India,25.47
Paediatric nurse,Entertainment,Decreasing,Moderate,52091.22,Master’s Degree,15,7959,4255,28.14,42.62,Australia,54.41
Administrator,Entertainment,Increasing,High,97518.6,Associate Degree,12,4920,2028,44.11,43.56,Brazil,57.52
Marine scientist,Retail,Decreasing,Low,115066.44,High School,17,1360,4575,28.67,65.71,China,78.52
Banker,Retail,Decreasing,Moderate,109575.56,Bachelor’s Degree,12,5408,9691,44.13,80.82,USA,77.5
"Sound technician, broadcasting/film/video",Entertainment,Increasing,Low,62726.72,Bachelor’s Degree,14,5088,2248,92.89,81.66,India,56.96
"Scientist, biomedical",Education,Increasing,Low,35481.88,High School,5,2480,1913,25.08,49.59,Germany,33.37
Systems analyst,Education,Increasing,Moderate,75103.99,Associate Degree,20,8311,5504,7.7,21.34,Germany,42.91
"Librarian, public",IT,Increasing,Low,119948.26,Associate Degree,20,231,3777,90.04,84.71,Brazil,38.98
"Engineer, land",Transportation,Increasing,Low,51687.18,High School,15,3728,6498,34.16,79.77,Australia,25.64
Web designer,Healthcare,Increasing,Moderate,115679.09,Bachelor’s Degree,3,6145,1416,58.02,80.21,Canada,78.63
Facilities manager,Healthcare,Decreasing,High,57243.21,PhD,1,9745,8626,7.66,10.19,Brazil,40.53
"Designer, multimedia",Finance,Decreasing,Low,145962.42,Associate Degree,7,3003,7353,28.69,33.49,China,77.51
Charity officer,Manufacturing,Decreasing,Moderate,67595.37,Bachelor’s Degree,1,3714,9275,57.41,47.42,Brazil,62.16
"Surveyor, minerals",Entertainment,Increasing,High,134298.93,PhD,11,894,9868,24.58,27.82,Brazil,52.68
Airline pilot,Manufacturing,Increasing,Low,120379.82,Bachelor’s Degree,19,6592,5251,65.48,63.75,China,45.8
Podiatrist,IT,Decreasing,Low,94242.08,Associate Degree,7,5170,5182,70.98,24.89,USA,27.69
Geochemist,Healthcare,Increasing,Moderate,42834.34,Bachelor’s Degree,7,9883,4226,5.48,8.24,USA,26.57
Theatre stage manager,Healthcare,Increasing,Low,92194.81,Associate Degree,14,4910,7126,70.31,39.93,Australia,60.13
Adult guidance worker,Healthcare,Increasing,High,128091.22,Master’s Degree,5,4116,6864,17.29,61.43,Germany,62.3
"Editor, film/video",Healthcare,Decreasing,Moderate,119560.21,PhD,2,2551,3256,71.77,92.44,China,32.87
"Teacher, primary school",Healthcare,Decreasing,Low,132264.34,High School,0,3664,4562,25.43,23.46,Australia,76.11
Financial controller,Retail,Increasing,High,139932.2,PhD,19,8810,5079,89.31,43.43,India,40.12
Clinical research associate,Retail,Increasing,Low,123317.54,PhD,15,467,4579,63.04,39.52,China,79.7
Museum/gallery curator,Healthcare,Decreasing,Moderate,131403.3,PhD,11,4848,8598,45.34,61.88,Germany,63.92
Theatre stage manager,Manufacturing,Increasing,Moderate,148184.84,Associate Degree,18,161,6479,78.49,83.0,India,25.07
Counselling psychologist,Retail,Increasing,Moderate,137044.09,High School,17,1329,7366,44.55,34.75,China,52.62
Risk manager,Finance,Decreasing,High,128980.85,Master’s Degree,11,2403,8139,56.91,77.97,Brazil,62.43
Accounting technician,Healthcare,Increasing,High,81524.41,Bachelor’s Degree,5,9798,3872,99.24,90.61,UK,38.69
"Therapist, speech and language",Entertainment,Decreasing,High,140657.21,Associate Degree,1,6981,9852,48.6,63.47,USA,56.35
Public affairs consultant,Transportation,Decreasing,Moderate,129922.89,High School,0,2897,7077,11.47,15.32,Germany,68.56
Call centre manager,Transportation,Increasing,Low,112299.12,Bachelor’s Degree,16,535,4634,30.16,99.09,Canada,41.18
Mudlogger,Healthcare,Decreasing,Low,63139.43,Master’s Degree,14,4442,5509,82.15,2.14,Brazil,71.21
Building surveyor,Finance,Decreasing,Low,104838.77,Master’s Degree,13,1684,9511,73.75,69.51,Germany,33.81
Firefighter,Manufacturing,Decreasing,Low,132727.59,PhD,17,2961,5162,82.02,60.59,Australia,25.6
"Merchandiser, retail",Transportation,Decreasing,Moderate,105217.22,PhD,4,896,6583,36.9,24.43,Australia,63.93
"Journalist, broadcasting",IT,Increasing,Low,58692.97,Bachelor’s Degree,1,7582,4301,37.36,6.6,Canada,78.56
Automotive engineer,Entertainment,Decreasing,Moderate,145539.5,Master’s Degree,16,6343,6143,45.72,61.62,Canada,74.32
Patent attorney,Healthcare,Decreasing,Moderate,57176.32,Master’s Degree,7,2288,9543,95.95,84.47,Australia,68.45
Early years teacher,IT,Increasing,Low,30466.65,PhD,14,8207,9732,6.7,89.84,Brazil,78.06
"Buyer, industrial",Retail,Increasing,Moderate,107824.89,High School,2,9087,8171,85.22,77.79,India,48.86
Museum/gallery curator,Manufacturing,Increasing,Moderate,90738.21,Bachelor’s Degree,16,8768,5937,2.33,49.95,Germany,65.89
Therapeutic radiographer,Retail,Decreasing,Moderate,41570.96,PhD,4,9294,3220,74.48,46.19,India,29.76
Orthoptist,Education,Decreasing,Moderate,65286.54,High School,2,177,5488,52.82,81.64,Brazil,47.51
"Buyer, retail",Education,Decreasing,Low,60103.47,Associate Degree,11,9285,2866,82.27,13.95,USA,26.95
Estate manager/land agent,Retail,Increasing,Moderate,80022.49,Bachelor’s Degree,0,4614,1073,71.97,3.27,Brazil,55.47
"Physicist, medical",Manufacturing,Increasing,Low,95585.69,PhD,1,7812,1607,97.17,77.73,Brazil,27.93
Architectural technologist,IT,Decreasing,High,145598.25,Master’s Degree,20,8759,7570,96.84,93.19,India,52.66
Illustrator,IT,Increasing,High,135779.38,PhD,6,611,6792,68.86,74.36,Brazil,60.95
Media planner,Education,Decreasing,High,91690.6,High School,5,809,2777,95.3,51.16,UK,70.24
Product/process development scientist,Entertainment,Decreasing,Moderate,104323.85,Associate Degree,2,5407,1162,57.4,99.47,Australia,54.24
Clinical embryologist,Retail,Decreasing,Low,107351.22,PhD,11,4309,1288,53.44,45.93,Brazil,40.77
Marketing executive,Transportation,Decreasing,Low,88808.61,High School,1,2687,2340,23.03,16.06,UK,69.63
Retail banker,Healthcare,Decreasing,High,109138.91,Associate Degree,3,9745,9524,17.13,94.89,Canada,59.44
"Social research officer, government",Healthcare,Decreasing,Moderate,62197.05,Bachelor’s Degree,16,5013,3887,85.04,94.6,China,37.11
"Loss adjuster, chartered",Education,Increasing,Low,96836.56,Associate Degree,4,2426,9942,71.73,71.05,USA,73.82
Dance movement psychotherapist,Manufacturing,Decreasing,High,106194.83,Bachelor’s Degree,10,1055,2843,60.94,97.18,Australia,56.48
"Engineer, electrical",Transportation,Increasing,High,95205.24,Bachelor’s Degree,15,8873,5498,8.8,30.98,Canada,77.35
Nutritional therapist,Education,Increasing,Moderate,128884.03,Bachelor’s Degree,2,4720,6218,78.77,65.89,Germany,56.61
Psychotherapist,Finance,Decreasing,Moderate,135426.18,Master’s Degree,9,1769,4437,14.69,61.49,Australia,62.33
Heritage manager,Transportation,Decreasing,Low,47212.37,Bachelor’s Degree,9,7632,2687,26.69,98.94,India,67.0
Medical physicist,Transportation,Decreasing,Low,117714.45,Associate Degree,9,2236,906,72.0,48.77,India,45.77
"Designer, jewellery",Education,Decreasing,Low,143651.5,Associate Degree,7,2411,7266,52.59,73.95,UK,75.46
Corporate treasurer,Manufacturing,Increasing,Moderate,68001.76,Bachelor’s Degree,20,9639,898,26.65,66.82,Brazil,53.64
Historic buildings inspector/conservation officer,Entertainment,Increasing,High,103795.05,Master’s Degree,10,8745,6744,48.32,68.78,Australia,50.72
"Engineer, maintenance (IT)",IT,Increasing,Moderate,103204.6,Master’s Degree,16,7397,6901,45.73,41.46,China,51.8
"Conservator, furniture",Retail,Decreasing,High,34612.55,Master’s Degree,19,7187,4339,69.06,17.04,China,21.45
Mental health nurse,Healthcare,Decreasing,High,33483.19,Bachelor’s Degree,1,9716,4190,95.01,57.59,Germany,70.22
Garment/textile technologist,Education,Decreasing,Moderate,42340.31,Bachelor’s Degree,12,9479,1458,33.66,43.08,Canada,30.47
Social worker,Education,Increasing,High,58286.48,Associate Degree,0,4365,3509,36.34,89.84,Brazil,78.29
"Therapist, drama",IT,Decreasing,High,108320.96,High School,5,646,8213,43.01,77.35,Germany,69.42
"Teacher, special educational needs",Finance,Decreasing,Moderate,131056.03,Bachelor’s Degree,14,8120,2620,47.53,47.12,Australia,71.53
Risk manager,Entertainment,Increasing,Low,70723.85,Bachelor’s Degree,10,8410,6572,91.41,50.86,UK,46.48
Podiatrist,Entertainment,Decreasing,Low,143935.83,High School,8,3467,7829,60.02,3.38,Canada,67.95
"Geologist, wellsite",IT,Increasing,Moderate,43143.39,Master’s Degree,12,8614,8962,34.86,93.42,Canada,38.47
"Presenter, broadcasting",IT,Decreasing,Moderate,107090.95,Associate Degree,0,1425,7036,98.91,37.79,USA,33.75
Manufacturing systems engineer,Finance,Decreasing,Low,65270.84,Associate Degree,0,7331,2049,7.47,44.68,Germany,35.55
Housing manager/officer,Healthcare,Increasing,High,126817.25,Bachelor’s Degree,10,6723,2077,93.41,10.75,Brazil,41.62
Industrial buyer,Education,Decreasing,High,143273.99,High School,17,4491,7296,20.08,9.38,Brazil,73.45
Recycling officer,Finance,Decreasing,High,30027.04,Bachelor’s Degree,2,7693,625,50.55,45.19,USA,26.23
"Civil engineer, contracting",Healthcare,Decreasing,Low,52175.71,Master’s Degree,12,3593,7381,68.07,53.52,Germany,61.77
Editorial assistant,Manufacturing,Increasing,High,143320.7,Associate Degree,10,7788,1082,79.66,81.81,Brazil,67.69
"Scientist, forensic",Transportation,Increasing,High,146641.53,Master’s Degree,6,6534,5777,55.91,44.61,India,63.09
Software engineer,Healthcare,Decreasing,Low,129491.08,Bachelor’s Degree,16,4813,1744,29.19,48.47,Australia,62.71
Research scientist (maths),Entertainment,Decreasing,Low,117832.51,Master’s Degree,9,1750,2240,57.89,40.33,Brazil,74.0
Actuary,Healthcare,Increasing,High,114437.54,Master’s Degree,7,7104,1525,91.02,81.97,China,33.28
Aeronautical engineer,Healthcare,Decreasing,High,71754.4,Bachelor’s Degree,0,8716,637,3.29,74.41,Brazil,50.65
"Teacher, primary school",Finance,Increasing,Low,143632.33,Associate Degree,0,9328,7408,13.33,83.83,Germany,39.58
Architectural technologist,Finance,Increasing,Low,82038.45,PhD,5,6366,9835,24.52,37.8,USA,43.73
Land,IT,Increasing,High,53026.78,High School,13,277,2077,59.61,58.26,China,43.4
Armed forces technical officer,Manufacturing,Decreasing,Moderate,95693.37,High School,10,1411,6189,70.25,77.71,USA,25.62
Curator,Manufacturing,Decreasing,Moderate,68109.48,Master’s Degree,18,3147,350,70.82,14.52,Brazil,68.03
Audiological scientist,Retail,Increasing,High,49348.07,Bachelor’s Degree,11,4113,7483,39.96,55.85,China,27.28
Contracting civil engineer,Retail,Decreasing,High,103431.83,PhD,9,9841,8814,30.81,95.08,USA,45.26
"Teacher, adult education",Education,Increasing,Low,68717.58,PhD,8,7025,5284,22.16,59.59,Australia,75.02
"Therapist, nutritional",Healthcare,Decreasing,Low,142975.23,PhD,10,9862,8512,27.59,51.09,India,77.51
"Engineer, manufacturing systems",Retail,Decreasing,Low,116442.56,Bachelor’s Degree,7,4520,9521,36.3,96.1,India,20.98
Theatre stage manager,Retail,Increasing,High,124344.28,PhD,6,5356,2258,88.09,39.04,India,71.25
"Psychotherapist, child",Retail,Increasing,High,76478.1,High School,15,4587,1412,70.83,28.37,Brazil,21.35
Physiological scientist,IT,Increasing,High,57232.92,Master’s Degree,18,8831,5091,43.05,75.47,China,35.51
"Teacher, primary school",IT,Increasing,High,56579.36,Associate Degree,17,4656,7034,76.8,63.25,Australia,50.01
Museum/gallery curator,Transportation,Decreasing,Moderate,114039.19,Bachelor’s Degree,7,5520,7400,62.91,68.91,UK,55.42
Futures trader,IT,Decreasing,High,113841.04,Associate Degree,5,5236,9198,26.44,57.01,Canada,71.02
Oceanographer,Healthcare,Decreasing,High,98626.13,Associate Degree,8,8249,7924,67.72,64.12,USA,51.35
Occupational therapist,Retail,Decreasing,High,45054.52,Associate Degree,15,5695,2503,68.7,41.4,Canada,38.98
Phytotherapist,Transportation,Decreasing,Moderate,137447.98,PhD,7,7963,6285,51.11,84.82,USA,30.43
Energy engineer,Transportation,Increasing,Low,70547.94,Associate Degree,5,4314,8383,7.0,21.48,Brazil,57.57
"Scientist, marine",Finance,Increasing,Low,108988.03,High School,11,8620,3254,24.74,1.45,USA,46.95
"Research officer, trade union",Retail,Increasing,Low,52206.22,PhD,17,2450,9823,59.28,64.45,India,33.7
"Secretary, company",Retail,Increasing,Low,109257.67,High School,1,691,2753,37.1,49.39,China,64.96
"Nurse, mental health",Education,Decreasing,Low,99997.43,Associate Degree,5,1469,7373,50.8,89.08,China,78.32
"Geneticist, molecular",Retail,Decreasing,Moderate,110114.71,Bachelor’s Degree,6,5094,8359,88.54,13.57,Brazil,59.29
Actuary,Finance,Decreasing,Low,122583.18,Bachelor’s Degree,19,674,9664,37.83,20.62,Germany,59.37
Food technologist,Finance,Increasing,High,90782.09,Associate Degree,14,7426,7209,70.76,3.99,Brazil,41.9
"Horticulturist, amenity",Finance,Increasing,High,30017.75,Master’s Degree,6,7591,6821,80.13,11.78,USA,37.64
"Psychotherapist, dance movement",Manufacturing,Decreasing,Low,62113.86,Bachelor’s Degree,2,9669,4219,63.69,12.28,Germany,77.84
"Nurse, learning disability",Transportation,Increasing,High,81639.77,Bachelor’s Degree,17,7850,1116,59.17,22.34,Canada,75.28
Translator,Healthcare,Decreasing,High,48061.88,PhD,1,868,4338,97.18,92.83,USA,74.69
Chief Technology Officer,Manufacturing,Decreasing,Low,122741.55,Bachelor’s Degree,14,3049,5054,39.1,70.03,Germany,48.62
"Engineer, civil (contracting)",Transportation,Decreasing,Low,131127.84,Master’s Degree,4,2290,7559,85.09,26.07,UK,30.8
"Pharmacist, hospital",Finance,Increasing,Low,101849.15,PhD,3,3901,5922,63.45,54.82,Brazil,68.63
Trade mark attorney,Finance,Decreasing,High,59281.78,Bachelor’s Degree,20,6386,581,49.0,45.87,UK,54.99
"Surveyor, insurance",Finance,Increasing,Low,68234.55,PhD,5,8159,3087,50.47,4.2,USA,48.42
Sports administrator,Entertainment,Increasing,Moderate,93232.81,High School,20,8238,1182,7.48,36.94,Canada,62.3
Newspaper journalist,Manufacturing,Increasing,Moderate,105549.87,Associate Degree,18,9628,1508,47.35,58.76,UK,56.31
Air cabin crew,Entertainment,Increasing,Moderate,136083.99,High School,14,8789,6039,0.17,49.7,India,78.68
Health promotion specialist,Healthcare,Decreasing,High,94904.49,Bachelor’s Degree,5,3060,7909,9.27,4.38,Canada,57.25
Print production planner,Manufacturing,Decreasing,Low,104081.16,Bachelor’s Degree,4,1225,5437,53.73,6.74,India,26.44
"Scientist, marine",Retail,Decreasing,High,68260.61,Master’s Degree,0,4490,3641,96.44,92.62,Germany,36.85
Herpetologist,Entertainment,Increasing,Low,32855.33,High School,15,1551,8575,97.78,54.71,Brazil,69.05
Counselling psychologist,Healthcare,Increasing,Low,104145.8,Bachelor’s Degree,14,8619,6505,63.71,36.64,USA,78.09
Commercial/residential surveyor,Manufacturing,Decreasing,Low,112658.57,PhD,9,9461,8684,53.64,76.26,India,64.35
"Psychotherapist, dance movement",Manufacturing,Increasing,Moderate,77441.15,Associate Degree,5,8183,806,61.46,90.75,USA,64.11
Publishing copy,IT,Increasing,High,133700.32,High School,11,7496,5553,11.83,61.84,UK,32.26
"Lecturer, higher education",Finance,Increasing,Moderate,55574.37,Master’s Degree,11,1409,7498,62.71,72.3,India,45.6
"Copywriter, advertising",Retail,Decreasing,Low,62462.58,Master’s Degree,6,3022,7589,20.32,68.33,Germany,32.73
Music tutor,Education,Increasing,High,72428.9,PhD,11,2422,6837,87.34,29.08,China,34.32
Civil Service fast streamer,Entertainment,Increasing,Low,113084.66,Bachelor’s Degree,5,5448,1242,57.17,52.89,China,73.0
Herpetologist,Entertainment,Decreasing,Moderate,37572.6,Master’s Degree,2,7766,9778,12.23,14.77,Australia,78.27
Architect,Education,Decreasing,Moderate,116499.65,Bachelor’s Degree,9,2526,7531,98.54,89.51,UK,20.35
"Engineer, civil (contracting)",IT,Decreasing,Moderate,51215.04,Master’s Degree,18,5395,583,9.22,13.75,Germany,60.53
Mechanical engineer,Manufacturing,Decreasing,Moderate,101670.68,Master’s Degree,0,4053,2251,64.35,94.16,India,74.82
Comptroller,Retail,Increasing,High,75743.63,Master’s Degree,13,217,1476,87.81,4.72,Brazil,38.0
Actuary,Finance,Decreasing,Moderate,123800.23,Bachelor’s Degree,8,3626,1610,93.77,14.39,USA,73.22
Tax inspector,Entertainment,Decreasing,High,135680.85,Master’s Degree,12,477,8244,11.99,10.29,India,46.95
Patent examiner,IT,Decreasing,Moderate,55603.03,Master’s Degree,13,1106,1749,2.93,32.18,Canada,70.68
"Surveyor, hydrographic",Transportation,Increasing,High,133037.29,Master’s Degree,20,582,6536,37.34,35.28,Australia,34.8
Economist,IT,Increasing,High,43669.34,High School,6,7636,2506,70.64,78.47,Germany,69.59
Chartered accountant,Retail,Decreasing,High,76946.76,PhD,3,8808,3993,87.74,70.48,Canada,36.84
"Scientist, research (life sciences)",Education,Decreasing,Low,66332.88,Bachelor’s Degree,16,618,6738,30.69,58.73,Australia,54.89
"Civil engineer, contracting",Entertainment,Increasing,High,30262.19,PhD,7,8224,6939,10.8,65.95,Canada,53.88
"Surveyor, land/geomatics",Education,Decreasing,High,49469.96,Associate Degree,10,6393,5476,93.24,36.23,India,33.91
Chief Technology Officer,Education,Increasing,High,127991.72,High School,0,2017,9521,81.69,8.03,Brazil,60.11
Paediatric nurse,Transportation,Decreasing,Moderate,101962.53,Associate Degree,9,3695,5472,46.09,73.03,Australia,52.83
"Scientist, audiological",Education,Increasing,Moderate,141346.96,Bachelor’s Degree,5,3120,2653,57.2,52.55,China,43.86
Passenger transport manager,Manufacturing,Increasing,High,92362.45,PhD,20,3807,5225,15.55,41.33,Australia,65.06
Environmental consultant,Manufacturing,Increasing,High,65812.74,Associate Degree,0,2749,7773,45.29,55.9,Australia,29.24
Amenity horticulturist,Healthcare,Decreasing,Low,81778.13,High School,20,2947,781,66.67,12.04,China,22.95
"Conservation officer, nature",Education,Increasing,Moderate,84891.86,PhD,5,8927,314,82.67,3.47,UK,68.2
"Therapist, occupational",Finance,Increasing,Low,65408.73,Master’s Degree,2,9232,1611,8.26,23.29,India,75.09
Communications engineer,Manufacturing,Increasing,Low,52146.54,PhD,9,8490,1252,4.44,85.31,China,38.2
"Designer, textile",Healthcare,Increasing,Low,76358.94,High School,14,4045,7645,51.37,40.9,Germany,36.79
Software engineer,Education,Increasing,Low,48607.95,Associate Degree,6,1711,5795,51.26,72.69,Germany,68.39
"Surveyor, insurance",Education,Increasing,Moderate,37103.05,Associate Degree,17,3346,8641,39.72,12.68,China,53.31
Community development worker,Manufacturing,Decreasing,Low,91768.93,Master’s Degree,12,102,2750,83.98,42.95,USA,37.26
Civil Service fast streamer,Education,Decreasing,High,44752.26,Master’s Degree,16,9206,7404,81.49,96.28,Germany,72.13
Government social research officer,Retail,Decreasing,High,35302.15,Associate Degree,11,2991,1967,52.56,48.57,Canada,74.72
"Engineer, electrical",Healthcare,Decreasing,High,60989.83,PhD,12,1590,1435,41.1,94.48,USA,53.31
Public relations account executive,Manufacturing,Increasing,Low,51231.74,Master’s Degree,6,7020,8406,48.24,68.34,UK,73.67
Water engineer,Finance,Increasing,Low,73660.92,Bachelor’s Degree,17,6928,5258,40.8,82.89,Australia,64.17
Mental health nurse,Transportation,Increasing,Moderate,79048.44,Bachelor’s Degree,13,9077,5986,62.61,81.0,Australia,28.26
"Doctor, hospital",Healthcare,Decreasing,Low,76983.81,High School,10,1396,8874,56.89,53.89,Australia,64.43
Manufacturing systems engineer,Transportation,Increasing,High,112889.97,PhD,20,2814,8739,59.94,10.52,Brazil,61.76
"Therapist, drama",Manufacturing,Increasing,High,72650.15,High School,5,4831,7883,49.69,39.84,UK,55.04
Adult nurse,Education,Increasing,Low,89141.67,PhD,4,2333,3766,62.56,84.64,Australia,47.56
Financial adviser,Healthcare,Increasing,Moderate,62442.81,Bachelor’s Degree,5,4005,3943,53.39,21.79,USA,55.87
Politician's assistant,IT,Increasing,High,93479.27,PhD,9,2407,3710,48.75,77.82,Brazil,76.31
Field trials officer,Manufacturing,Increasing,Moderate,71948.85,Bachelor’s Degree,6,3976,2238,57.24,97.26,Australia,59.54
Diagnostic radiographer,IT,Increasing,Moderate,49547.87,PhD,6,9457,514,43.26,64.27,Brazil,58.81
Research scientist (physical sciences),Finance,Decreasing,High,123082.52,Master’s Degree,19,2920,1543,55.56,83.24,Australia,50.52
"Runner, broadcasting/film/video",Healthcare,Increasing,High,143491.21,PhD,19,5783,6530,82.25,51.56,USA,49.66
Archivist,IT,Decreasing,Low,62318.54,High School,2,6100,9267,57.62,41.66,Germany,35.63
Financial trader,Healthcare,Increasing,Moderate,75707.18,Master’s Degree,5,5306,8336,43.05,91.42,India,75.52
Set designer,Transportation,Decreasing,Low,133095.75,High School,9,2470,8689,42.99,16.13,UK,70.48
Games developer,Finance,Decreasing,High,118491.6,Master’s Degree,16,1570,7150,46.85,6.14,Canada,21.61
"Lecturer, higher education",Transportation,Decreasing,High,81342.61,Master’s Degree,20,1421,5664,62.34,25.9,UK,53.52
"Engineer, land",Healthcare,Increasing,Moderate,107897.86,Master’s Degree,0,6465,6926,82.0,63.86,Australia,31.64
Futures trader,Entertainment,Decreasing,High,38703.57,High School,8,394,131,79.62,44.59,Australia,24.47
TEFL teacher,Education,Decreasing,Moderate,79282.6,High School,5,4335,475,79.54,76.16,Brazil,78.0
Retail buyer,Retail,Increasing,High,48168.95,Bachelor’s Degree,16,1736,2810,96.45,96.16,UK,31.91
Structural engineer,Education,Decreasing,Low,111723.67,Master’s Degree,11,4018,773,58.55,49.07,Brazil,41.05
Writer,IT,Increasing,High,58010.62,Associate Degree,10,4636,9882,9.93,34.13,USA,53.3
Counsellor,Entertainment,Decreasing,High,38424.33,PhD,8,1560,9752,77.15,52.98,Germany,79.79
Barrister,Manufacturing,Increasing,Low,85918.99,Bachelor’s Degree,10,2067,7504,1.49,83.99,Brazil,69.93
Research scientist (physical sciences),IT,Increasing,Moderate,60229.36,High School,8,9708,5395,34.73,84.61,Australia,58.37
"Librarian, public",Transportation,Decreasing,High,49537.39,PhD,15,3751,5019,7.41,24.36,Brazil,68.36
Media buyer,Retail,Decreasing,High,126298.81,Associate Degree,1,524,2826,28.15,51.95,Brazil,30.04
Licensed conveyancer,Healthcare,Increasing,High,115854.59,Associate Degree,19,6305,1395,8.03,78.32,Australia,49.71
Administrator,Transportation,Increasing,Low,86028.37,PhD,18,280,9835,92.25,43.81,Brazil,20.55
Museum/gallery exhibitions officer,Finance,Decreasing,High,94214.09,Associate Degree,1,4609,6407,39.04,44.41,USA,77.28
Database administrator,Entertainment,Decreasing,Low,110731.28,PhD,6,907,9014,82.87,46.99,Canada,68.52
"Conservator, museum/gallery",Finance,Increasing,Moderate,46873.31,High School,8,7302,5054,84.5,83.23,Germany,48.91
Health visitor,Transportation,Decreasing,Moderate,76243.83,Master’s Degree,12,1473,846,57.07,64.38,China,68.83
"Geologist, engineering",Transportation,Increasing,Low,125950.32,Bachelor’s Degree,19,5569,5573,97.53,75.33,India,23.58
Landscape architect,Entertainment,Increasing,High,119088.99,High School,20,5112,7226,87.62,82.95,Brazil,70.53
Secondary school teacher,Education,Decreasing,Moderate,113810.34,High School,19,4412,3522,42.43,96.51,Brazil,33.91
Broadcast engineer,Finance,Decreasing,Moderate,94193.96,Master’s Degree,13,7218,1471,41.8,43.98,USA,73.44
Forensic psychologist,Education,Decreasing,Moderate,34976.33,Associate Degree,14,5979,8655,50.88,51.98,UK,23.82
Interpreter,Manufacturing,Decreasing,Moderate,102499.46,Master’s Degree,5,5000,3807,82.24,17.95,India,56.16
Emergency planning/management officer,IT,Decreasing,High,62459.04,High School,6,632,9510,60.39,22.53,USA,57.71
"Therapist, drama",Education,Increasing,High,52710.63,Bachelor’s Degree,19,2766,6049,7.29,38.04,Brazil,74.63
Drilling engineer,Transportation,Increasing,Moderate,140170.99,Associate Degree,0,2943,3297,76.22,50.28,Brazil,61.47
"Presenter, broadcasting",Education,Increasing,Moderate,64975.12,High School,6,6189,4926,1.0,94.66,Brazil,29.73
Computer games developer,Retail,Increasing,Moderate,132796.12,Master’s Degree,13,1826,9871,10.52,40.63,China,69.67
Quantity surveyor,Retail,Increasing,High,135846.52,High School,7,5389,5434,2.44,92.44,Germany,37.17
Town planner,Manufacturing,Increasing,High,74671.86,Bachelor’s Degree,6,2415,2266,50.1,68.2,Germany,45.39
Early years teacher,Retail,Increasing,High,140998.39,PhD,5,7500,7403,50.67,20.92,Germany,49.52
Industrial buyer,Retail,Decreasing,Moderate,80071.11,Associate Degree,11,2548,7560,94.8,44.68,USA,40.84
Geochemist,Retail,Decreasing,High,103799.03,PhD,7,8507,5282,82.94,20.98,UK,51.81
Artist,Finance,Decreasing,Moderate,66363.67,Master’s Degree,17,3309,3501,59.56,92.0,UK,44.95
Theme park manager,Transportation,Decreasing,Moderate,71609.91,High School,4,7094,7397,93.85,51.6,Brazil,66.66
Water quality scientist,Finance,Decreasing,High,93775.18,Master’s Degree,3,672,8814,80.03,67.33,UK,60.68
Legal executive,Healthcare,Decreasing,Low,57229.24,Master’s Degree,16,440,6684,1.57,68.62,USA,28.4
"Production assistant, radio",Manufacturing,Increasing,High,124439.75,PhD,0,3713,4985,47.23,71.97,Australia,79.19
Television floor manager,Education,Decreasing,Moderate,35488.42,Associate Degree,7,8764,2044,55.97,61.66,Brazil,59.01
Risk analyst,Entertainment,Increasing,Moderate,60782.62,Associate Degree,9,4868,8131,80.13,99.16,China,30.31
Quarry manager,Healthcare,Increasing,Low,49623.24,PhD,9,6883,9351,78.42,35.12,Australia,77.26
Database administrator,Healthcare,Increasing,Low,67086.88,Associate Degree,15,8017,6134,24.78,68.19,Australia,67.71
"Therapist, sports",Manufacturing,Increasing,High,111179.54,Master’s Degree,5,8677,1883,31.98,61.58,Canada,61.55
Minerals surveyor,IT,Increasing,High,70609.48,Associate Degree,15,3279,9933,41.11,24.5,USA,23.76
"Accountant, chartered management",Retail,Increasing,Moderate,105122.98,Master’s Degree,17,9001,1979,36.58,29.88,India,29.08
Legal executive,Finance,Decreasing,Low,56341.41,Bachelor’s Degree,4,8055,8231,81.47,81.54,India,50.32
"Designer, jewellery",Transportation,Increasing,Low,47702.69,Bachelor’s Degree,10,7418,2511,99.59,49.92,China,22.14
Metallurgist,Retail,Decreasing,Moderate,88319.62,PhD,2,668,1109,48.96,62.48,China,63.24
Armed forces training and education officer,Manufacturing,Decreasing,High,75967.23,PhD,1,7004,5810,47.95,92.74,USA,66.08
"Physicist, medical",Education,Increasing,Moderate,94644.12,Associate Degree,11,9523,6045,26.36,87.54,Australia,22.47
Field seismologist,Entertainment,Decreasing,Low,80499.58,PhD,9,6645,7026,63.47,56.35,UK,50.99
"Engineer, electronics",Manufacturing,Decreasing,Moderate,80767.59,Master’s Degree,8,9247,1601,79.17,90.7,Brazil,43.29
Magazine features editor,Transportation,Increasing,Low,107109.48,Bachelor’s Degree,5,1518,5007,28.99,31.58,China,72.91
Freight forwarder,Education,Decreasing,Moderate,134381.8,High School,3,2720,8437,31.88,55.14,India,75.44
Drilling engineer,Education,Decreasing,Low,107690.42,PhD,13,2617,9134,62.86,48.61,Brazil,69.16
"Scientist, forensic",Education,Decreasing,Moderate,68548.16,Master’s Degree,17,232,9099,58.92,80.78,USA,26.55
Science writer,Education,Increasing,Low,109140.89,PhD,11,7825,1759,4.11,84.06,India,38.34
"Journalist, broadcasting",Manufacturing,Decreasing,Moderate,114892.48,Bachelor’s Degree,4,2931,5213,92.25,30.7,USA,47.52
"Lighting technician, broadcasting/film/video",Education,Increasing,Moderate,65095.12,Master’s Degree,16,6913,3683,67.8,70.46,India,52.73
Location manager,Transportation,Decreasing,Low,54779.34,Master’s Degree,4,9190,2172,52.52,16.56,Germany,51.66
Research scientist (physical sciences),Transportation,Decreasing,Moderate,124336.21,Bachelor’s Degree,9,5520,8753,23.07,12.25,China,79.44
Industrial buyer,Healthcare,Decreasing,Low,72624.76,Master’s Degree,7,7764,2150,91.71,83.45,China,57.52
Environmental manager,IT,Increasing,Low,47947.05,PhD,6,361,8073,88.65,81.81,Brazil,61.39
"Engineer, broadcasting (operations)",Entertainment,Decreasing,Low,118968.07,Bachelor’s Degree,5,256,8266,86.56,2.11,Canada,21.8
"Scientist, research (physical sciences)",Manufacturing,Decreasing,Moderate,30709.84,Bachelor’s Degree,5,5532,7395,45.19,67.77,Germany,62.86
Private music teacher,Finance,Decreasing,Moderate,85277.1,High School,16,5959,3126,97.19,60.79,Brazil,32.85
Child psychotherapist,Healthcare,Decreasing,Low,127376.08,Bachelor’s Degree,8,5721,6782,82.76,69.54,Australia,37.4
TEFL teacher,IT,Decreasing,Low,95895.96,Associate Degree,10,3312,2729,87.32,65.16,Germany,21.57
"Therapist, art",Education,Decreasing,High,75903.05,Bachelor’s Degree,8,7462,5067,65.15,52.82,Germany,64.85
Gaffer,Healthcare,Decreasing,Moderate,136595.59,Bachelor’s Degree,12,7569,4781,43.6,5.89,UK,51.08
Press photographer,Manufacturing,Decreasing,High,51310.29,Master’s Degree,18,5148,5553,55.57,77.54,Canada,62.37
Archivist,Healthcare,Decreasing,Low,95322.56,PhD,12,7002,3838,20.58,14.22,Australia,37.1
Clinical cytogeneticist,Education,Increasing,Moderate,138341.96,PhD,3,8205,3565,59.01,62.1,India,72.97
Facilities manager,Healthcare,Decreasing,Low,136784.14,Associate Degree,8,1310,9300,93.2,43.96,Brazil,69.1
Physiological scientist,Retail,Decreasing,Low,125412.49,PhD,7,2751,3122,37.19,20.48,Australia,65.29
Industrial/product designer,Healthcare,Decreasing,Low,72904.57,Bachelor’s Degree,17,8512,7772,86.45,94.64,Australia,66.17
Technical author,Healthcare,Decreasing,High,141533.43,Master’s Degree,17,3556,6385,11.63,77.87,Canada,71.38
Herpetologist,Education,Decreasing,Low,130635.92,PhD,8,9390,7334,28.4,30.22,Australia,50.53
"Accountant, chartered",Healthcare,Increasing,High,145069.84,Associate Degree,13,2489,7878,40.76,72.87,China,65.32
"Engineer, civil (consulting)",Finance,Decreasing,High,45295.51,Bachelor’s Degree,20,1234,1355,12.96,32.26,UK,69.29
"Surveyor, quantity",Finance,Decreasing,Moderate,142863.34,Bachelor’s Degree,8,1241,3890,74.97,51.49,Canada,28.07
Clothing/textile technologist,Entertainment,Decreasing,Moderate,148564.52,Master’s Degree,6,2724,9565,20.0,1.62,China,36.25
"Scientist, biomedical",Transportation,Decreasing,Moderate,139188.78,PhD,14,7601,8872,92.21,76.57,India,79.0
Firefighter,Education,Decreasing,Low,137889.81,Associate Degree,6,7713,3498,6.99,0.12,Australia,44.44
Press photographer,Finance,Decreasing,Moderate,88951.46,Master’s Degree,6,1038,5026,36.37,60.87,Brazil,63.06
Market researcher,Manufacturing,Decreasing,High,39349.95,High School,8,1228,4245,57.06,11.35,Germany,45.91
Copy,Finance,Decreasing,High,98889.01,PhD,4,5280,6908,13.88,1.27,USA,23.06
Public affairs consultant,Transportation,Increasing,Moderate,133745.16,High School,19,4240,697,74.29,86.62,Brazil,75.98
Broadcast engineer,Healthcare,Decreasing,Low,51483.65,Associate Degree,7,9162,7316,54.6,42.44,Australia,69.96
Clinical research associate,IT,Decreasing,High,71822.65,PhD,7,2517,3352,24.61,96.16,Germany,64.67
Oceanographer,Transportation,Decreasing,Low,149005.41,Master’s Degree,8,459,7753,49.54,45.84,Australia,60.91
"Physicist, medical",Finance,Decreasing,Moderate,36830.07,Bachelor’s Degree,3,6616,2395,19.77,40.45,UK,46.99
Music tutor,Education,Decreasing,Low,78195.86,Bachelor’s Degree,13,9045,6374,11.86,85.39,Australia,58.13
Barrister's clerk,Manufacturing,Increasing,High,35169.47,High School,6,124,3609,22.02,71.96,USA,77.04
Building control surveyor,Transportation,Increasing,Moderate,109303.47,Master’s Degree,2,8048,9552,38.24,65.25,China,45.3
Oceanographer,Transportation,Decreasing,Low,53032.05,Master’s Degree,19,4679,5116,80.04,64.92,Germany,22.08
"Pharmacist, hospital",Entertainment,Increasing,Moderate,78219.19,Bachelor’s Degree,2,4216,6097,13.57,81.83,UK,68.78
Probation officer,Manufacturing,Decreasing,Moderate,94878.37,PhD,14,2442,6876,43.3,0.95,China,61.19
"Designer, television/film set",Retail,Decreasing,High,116562.65,High School,14,9391,2082,4.56,42.91,UK,75.82
Theatre manager,Transportation,Increasing,Low,97555.96,Associate Degree,1,736,8323,7.63,59.88,Canada,71.34
"Programmer, systems",Manufacturing,Increasing,High,136118.86,Bachelor’s Degree,11,5990,987,56.87,36.29,Australia,36.35
Equality and diversity officer,Entertainment,Decreasing,Low,107862.72,PhD,4,382,2801,78.46,92.33,India,32.95
"Engineer, automotive",Entertainment,Increasing,High,130027.8,Associate Degree,10,1800,2380,76.69,62.46,USA,47.43
Public librarian,Finance,Decreasing,Low,124367.3,High School,5,7335,8429,21.36,56.64,USA,76.71
Customer service manager,Healthcare,Decreasing,High,97345.36,PhD,7,9258,5985,25.38,18.02,Germany,20.96
Brewing technologist,Retail,Decreasing,High,112470.41,High School,8,5912,3159,47.71,23.09,Australia,65.01
"Psychotherapist, child",Transportation,Increasing,Low,75460.18,Associate Degree,3,2337,8059,80.78,47.72,Australia,30.5
Exercise physiologist,Manufacturing,Decreasing,High,37620.83,Master’s Degree,3,512,266,12.58,26.47,UK,54.35
"Research officer, government",Entertainment,Decreasing,Low,43534.86,PhD,12,791,8696,20.74,90.23,USA,62.92
Counsellor,IT,Increasing,Moderate,88368.14,Associate Degree,15,9672,5293,44.31,41.48,Brazil,26.72
Software engineer,Transportation,Increasing,Low,80225.23,Master’s Degree,13,6228,4237,4.12,32.56,USA,26.79
Social worker,Transportation,Increasing,High,59213.22,Bachelor’s Degree,7,3610,6617,73.29,25.58,USA,37.25
Sport and exercise psychologist,Entertainment,Decreasing,Moderate,65015.26,PhD,15,6543,7254,25.81,26.37,UK,41.39
English as a foreign language teacher,Entertainment,Increasing,High,87622.26,PhD,7,1000,2144,57.63,72.48,USA,36.76
English as a foreign language teacher,Transportation,Decreasing,Moderate,92370.12,High School,16,8210,1129,27.25,53.81,Canada,64.74
"Teacher, secondary school",IT,Decreasing,High,128615.71,High School,18,309,6382,36.94,13.34,Canada,66.88
Special educational needs teacher,IT,Increasing,Moderate,53376.77,Associate Degree,13,7535,5988,19.53,5.98,UK,34.17
Telecommunications researcher,Healthcare,Decreasing,High,132272.33,Bachelor’s Degree,19,3753,3135,93.83,84.08,Germany,52.64
Animal technologist,IT,Decreasing,High,34102.05,Master’s Degree,7,4648,2439,83.76,62.46,India,29.84
Optometrist,Finance,Decreasing,Low,80819.47,PhD,13,1658,3215,41.71,68.74,UK,36.67
Town planner,Entertainment,Decreasing,High,92267.51,High School,9,2795,8588,97.5,17.27,China,44.56
"Producer, television/film/video",Retail,Decreasing,High,43742.45,Master’s Degree,11,4533,4182,85.45,87.97,China,60.53
Environmental manager,Education,Increasing,Moderate,104096.6,Master’s Degree,6,858,5050,18.38,24.54,UK,52.13
"Engineer, maintenance",Entertainment,Increasing,High,100747.62,Bachelor’s Degree,13,6499,7286,17.83,28.65,Canada,24.09
Sports development officer,Healthcare,Increasing,Moderate,137715.9,Associate Degree,5,7831,6588,12.0,29.77,Brazil,68.98
"Psychologist, sport and exercise",Entertainment,Decreasing,Low,124581.28,Associate Degree,6,5558,6700,15.3,41.39,Germany,67.01
Chartered legal executive (England and Wales),Entertainment,Increasing,Moderate,32769.2,Associate Degree,4,9812,9402,19.33,50.2,USA,73.52
Land,Healthcare,Decreasing,High,99505.72,Master’s Degree,16,5445,330,70.08,31.3,China,51.62
Operational investment banker,IT,Decreasing,Moderate,99307.21,Master’s Degree,3,4174,8595,46.01,14.31,USA,76.15
IT trainer,Education,Increasing,High,56995.49,High School,20,1815,805,33.92,61.01,Canada,50.33
Race relations officer,Manufacturing,Increasing,Low,128297.95,Master’s Degree,19,3951,8826,69.15,72.03,Brazil,59.32
"Radiographer, diagnostic",Manufacturing,Increasing,Low,139772.63,PhD,13,4416,1362,44.26,72.04,China,55.23
Armed forces training and education officer,Entertainment,Decreasing,High,137206.15,PhD,19,8846,1198,8.88,73.11,USA,78.95
Theme park manager,Entertainment,Decreasing,Moderate,83086.45,High School,2,1442,6052,28.97,77.33,Brazil,23.02
"Administrator, arts",Healthcare,Increasing,Moderate,117037.52,Master’s Degree,8,9420,3326,1.61,20.01,China,27.34
Psychotherapist,Entertainment,Decreasing,Low,36093.87,Associate Degree,17,354,4592,47.23,11.19,Germany,27.43
"Doctor, general practice",Retail,Increasing,Low,111665.95,Master’s Degree,10,6255,9961,78.07,21.08,China,42.46
"Conservation officer, nature",Transportation,Increasing,High,123490.44,High School,13,9053,6260,71.58,95.84,Canada,74.48
Academic librarian,IT,Increasing,Moderate,125454.95,Associate Degree,9,2597,8041,61.06,3.51,China,28.93
"Research officer, government",Finance,Increasing,Moderate,33473.61,High School,15,3493,1427,7.59,72.9,China,27.5
Trade mark attorney,IT,Increasing,Low,48088.16,Associate Degree,1,4703,4720,5.37,75.3,Canada,72.43
"Engineer, broadcasting (operations)",Entertainment,Increasing,Moderate,33058.97,Associate Degree,0,6419,816,12.17,52.14,Germany,43.63
"Engineer, electrical",Education,Decreasing,Moderate,149492.67,Master’s Degree,5,6800,1060,93.06,49.34,Australia,53.01
"Civil engineer, contracting",Education,Decreasing,Moderate,74156.98,Associate Degree,20,8193,1656,52.93,0.23,India,79.16
Horticultural therapist,Healthcare,Increasing,High,139582.87,Bachelor’s Degree,7,6189,6368,14.6,83.16,USA,38.43
Prison officer,IT,Increasing,Low,148333.19,PhD,14,1148,3240,27.39,85.45,China,34.98
Broadcast presenter,Healthcare,Decreasing,Low,94270.48,High School,5,4661,5955,36.52,24.35,UK,66.34
"Teacher, primary school",Manufacturing,Increasing,High,44767.19,Associate Degree,16,5097,8399,34.19,18.82,Australia,30.04
"Engineer, building services",Transportation,Decreasing,Moderate,69407.79,Bachelor’s Degree,3,3445,9482,32.49,23.87,Australia,23.95
Solicitor,Education,Decreasing,Low,40551.06,PhD,0,2611,1631,74.18,16.55,India,24.5
Medical laboratory scientific officer,Entertainment,Increasing,High,63354.86,High School,18,9941,3930,74.66,11.65,China,23.8
Teaching laboratory technician,Education,Increasing,Moderate,148548.22,Master’s Degree,8,3571,3759,82.87,21.51,UK,27.11
"Production assistant, television",Finance,Increasing,Moderate,106424.86,PhD,13,8281,132,3.21,69.33,Australia,39.4
"Conservator, furniture",Education,Decreasing,Moderate,120299.96,Associate Degree,3,1079,7949,21.54,17.11,USA,66.49
Dealer,Manufacturing,Decreasing,Moderate,73356.25,Bachelor’s Degree,11,1272,4427,55.11,27.54,Brazil,51.41
Data processing manager,Education,Increasing,Low,101088.01,High School,2,2079,7480,95.81,93.97,India,33.66
"Engineer, electronics",Entertainment,Decreasing,Low,97079.66,Bachelor’s Degree,13,5593,4057,96.42,34.33,China,77.66
Statistician,Transportation,Increasing,High,80450.17,High School,16,6032,1463,1.82,37.86,UK,63.27
"Administrator, arts",Entertainment,Decreasing,Moderate,41304.36,Bachelor’s Degree,3,2801,4418,54.07,66.34,Brazil,31.94
Curator,Finance,Increasing,High,94073.97,PhD,16,5808,6895,31.85,78.43,Germany,65.82
"Scientist, research (life sciences)",Finance,Increasing,High,35973.58,PhD,12,2303,4068,30.43,46.9,Brazil,62.4
Product/process development scientist,Education,Increasing,Moderate,70197.65,Master’s Degree,12,181,4654,5.99,17.46,Australia,77.74
"Psychologist, prison and probation services",Manufacturing,Decreasing,Low,65380.72,PhD,2,4322,8456,74.36,17.11,Canada,33.55
Technical author,Education,Increasing,Low,80674.09,Associate Degree,18,2520,2754,51.43,97.64,Canada,67.78
Education administrator,Healthcare,Increasing,High,137368.28,High School,11,4755,4514,6.72,37.93,Canada,77.84
Midwife,Education,Decreasing,Low,85873.46,Associate Degree,5,8090,3453,58.92,49.67,UK,27.06
Ambulance person,Finance,Increasing,Low,85845.66,Bachelor’s Degree,6,5770,2235,23.05,52.37,Canada,74.37
Primary school teacher,Manufacturing,Decreasing,Low,105678.24,PhD,10,8813,1364,73.01,19.68,UK,30.03
Warden/ranger,Healthcare,Decreasing,Moderate,34878.17,PhD,7,520,9739,99.94,82.15,USA,52.42
Early years teacher,Entertainment,Decreasing,Low,86095.38,Master’s Degree,9,736,4588,10.85,97.07,Germany,63.63
"Horticulturist, amenity",IT,Decreasing,Low,98105.59,PhD,14,1461,1940,77.28,32.74,UK,46.54
Agricultural consultant,Retail,Decreasing,Moderate,97547.78,Associate Degree,1,8689,839,30.63,76.55,Germany,24.02
Careers information officer,IT,Increasing,High,84343.3,High School,18,2875,2881,27.82,31.92,China,29.21
"Psychotherapist, dance movement",Education,Increasing,Moderate,69425.52,PhD,16,4877,1791,23.41,6.24,Brazil,63.64
Air traffic controller,Transportation,Increasing,Moderate,134889.39,Bachelor’s Degree,10,898,2460,65.23,37.57,UK,52.11
"Surveyor, building",IT,Decreasing,Low,61112.71,Bachelor’s Degree,1,1750,4530,60.24,95.49,India,50.13
Occupational therapist,Transportation,Decreasing,Moderate,111451.16,Master’s Degree,0,4545,2904,3.97,16.85,Germany,66.33
Estate agent,Education,Decreasing,Low,108864.29,High School,2,4575,146,25.42,87.39,Australia,39.03
"Scientist, marine",IT,Decreasing,Low,111078.68,Bachelor’s Degree,3,6559,2131,14.89,39.94,Canada,62.61
Hydrogeologist,Finance,Decreasing,Moderate,87356.7,Associate Degree,17,615,4458,66.13,49.44,China,78.78
Pathologist,Entertainment,Increasing,High,51712.16,Master’s Degree,11,8136,1800,48.96,22.03,China,28.8
Film/video editor,Finance,Decreasing,Low,44447.12,Master’s Degree,18,156,7635,27.17,98.94,Germany,78.2
Clinical cytogeneticist,Transportation,Increasing,High,124141.91,Master’s Degree,14,5953,6663,87.24,24.44,China,32.43
"Scientist, research (physical sciences)",Retail,Decreasing,Low,35797.77,High School,8,6462,7124,20.68,3.49,UK,45.87
Microbiologist,Manufacturing,Decreasing,Low,95546.36,Associate Degree,16,3840,2422,59.19,3.04,Germany,39.55
Materials engineer,Manufacturing,Decreasing,Moderate,112629.3,PhD,5,8944,5931,97.73,35.55,India,31.36
"Administrator, local government",Finance,Decreasing,Moderate,114153.67,PhD,1,6764,2125,99.49,56.8,Germany,50.42
"Pharmacist, hospital",Finance,Increasing,Moderate,149227.89,High School,5,6794,6054,25.84,59.51,Australia,56.09
Training and development officer,Education,Increasing,High,127195.33,High School,6,8819,7631,9.68,88.48,India,44.96
Market researcher,Education,Increasing,Moderate,69739.52,Bachelor’s Degree,8,949,7679,77.08,66.51,Australia,21.04
"Engineer, energy",Education,Decreasing,Low,127533.03,Master’s Degree,2,8850,9459,80.89,98.38,Brazil,30.33
"Engineer, automotive",Manufacturing,Increasing,Moderate,93545.45,Bachelor’s Degree,19,1618,7386,80.5,16.93,Germany,28.5
Architectural technologist,Manufacturing,Decreasing,Low,149674.55,Bachelor’s Degree,12,8805,1848,78.2,73.24,India,53.19
Fisheries officer,Entertainment,Increasing,Low,128447.2,PhD,3,7588,1373,25.52,76.81,Germany,29.6
"Engineer, broadcasting (operations)",Retail,Decreasing,Low,30120.54,High School,7,1924,9733,73.11,0.08,Australia,47.91
Retail manager,IT,Decreasing,Low,34126.97,Master’s Degree,0,5686,540,89.23,16.24,Canada,44.68
Estate agent,Education,Increasing,High,143025.96,Master’s Degree,12,4955,3405,87.19,94.87,Canada,38.05
Seismic interpreter,Retail,Decreasing,Moderate,90301.96,Bachelor’s Degree,10,7115,9064,29.08,67.5,Brazil,22.98
Youth worker,Retail,Increasing,Low,92342.34,Bachelor’s Degree,16,5553,8871,19.52,67.45,China,43.51
Music tutor,Education,Increasing,Moderate,62306.71,PhD,7,5069,4643,17.48,23.59,China,22.8
Personal assistant,Education,Increasing,Low,77074.56,PhD,13,8075,6175,68.21,30.69,USA,78.41
Sub,Healthcare,Increasing,High,93966.73,High School,7,3556,7734,56.61,5.39,China,27.39
Osteopath,Finance,Increasing,High,106583.9,Master’s Degree,11,6359,365,37.94,22.17,Germany,74.5
"Designer, jewellery",Healthcare,Increasing,High,135301.81,Master’s Degree,0,4567,5277,46.3,44.34,Germany,55.76
Horticultural therapist,Healthcare,Decreasing,Moderate,138932.01,High School,13,8959,8129,75.54,56.45,UK,38.77
Customer service manager,Manufacturing,Increasing,Moderate,107414.71,PhD,19,8071,8169,30.33,3.0,Germany,29.72
Wellsite geologist,IT,Decreasing,Moderate,45340.58,Bachelor’s Degree,20,8191,3296,67.86,40.1,Brazil,27.11
Haematologist,Transportation,Increasing,Moderate,31275.59,Bachelor’s Degree,16,5283,2657,11.79,93.4,Brazil,46.88
Sport and exercise psychologist,Healthcare,Increasing,Moderate,107963.4,High School,19,1403,6001,53.23,11.58,Brazil,70.1
Chief Operating Officer,Education,Decreasing,High,56265.4,Associate Degree,13,7674,6214,85.27,43.08,Brazil,37.91
Nature conservation officer,Transportation,Increasing,High,114611.34,High School,17,1804,3047,42.29,77.72,USA,59.26
Sports coach,Education,Increasing,Moderate,147534.62,PhD,15,2838,5770,71.53,48.73,Germany,41.39
"Scientist, research (maths)",Transportation,Decreasing,Low,101126.81,PhD,15,9972,7338,58.3,31.39,USA,78.48
Photographer,Finance,Increasing,Low,123453.03,Associate Degree,4,8697,3907,32.97,66.37,Australia,54.26
Public librarian,Healthcare,Decreasing,Low,82598.49,High School,5,3440,7934,29.02,11.06,India,63.09
Broadcast engineer,Healthcare,Increasing,High,57731.56,PhD,6,910,3305,97.58,89.18,Australia,26.09
Youth worker,Transportation,Increasing,Moderate,35227.45,Bachelor’s Degree,18,6978,497,0.96,19.91,China,26.56
Music tutor,Manufacturing,Increasing,High,103866.64,Associate Degree,13,8991,9520,33.8,20.87,Australia,79.28
"Copywriter, advertising",Retail,Increasing,Moderate,149945.86,Bachelor’s Degree,20,5312,7028,75.24,81.57,USA,36.33
Occupational psychologist,Finance,Increasing,High,97234.4,High School,0,8658,9834,50.53,24.22,UK,51.81
Sports administrator,Transportation,Decreasing,Moderate,37394.44,PhD,13,7708,2268,95.87,98.94,USA,79.8
Restaurant manager,IT,Decreasing,Low,121923.41,High School,18,8098,3773,36.7,54.66,UK,58.84
Musician,Entertainment,Increasing,Low,101935.92,Bachelor’s Degree,7,4872,159,10.33,1.54,Germany,76.61
Advertising account planner,Manufacturing,Decreasing,Low,105809.23,High School,5,163,8052,90.14,95.31,Australia,33.02
Cabin crew,Entertainment,Increasing,Moderate,112708.89,High School,12,5593,6236,91.56,51.98,Australia,29.21
Actuary,Transportation,Decreasing,Low,34713.66,Bachelor’s Degree,0,7474,3135,67.8,84.51,Australia,50.12
"Nurse, learning disability",Finance,Decreasing,Low,107840.76,PhD,2,7757,3411,25.27,16.97,China,49.03
Media buyer,Entertainment,Increasing,Low,128863.86,Associate Degree,17,2563,6603,41.22,90.74,Germany,74.35
Sports therapist,Healthcare,Decreasing,Low,72815.42,PhD,4,4788,5159,55.64,38.37,India,40.68
"Clinical scientist, histocompatibility and immunogenetics",Transportation,Decreasing,Moderate,77287.78,Bachelor’s Degree,6,8818,6202,85.63,80.42,UK,37.62
"Engineer, water",Transportation,Decreasing,High,66368.96,Associate Degree,17,1633,1604,56.88,62.92,India,55.81
"Administrator, local government",Healthcare,Decreasing,Low,81859.25,Bachelor’s Degree,7,8431,2826,39.7,57.15,Canada,37.75
"Buyer, industrial",Education,Increasing,High,141318.06,Associate Degree,13,1709,9169,32.81,95.19,India,50.69
"Optician, dispensing",Healthcare,Decreasing,High,110871.68,Associate Degree,0,3688,7321,76.2,8.93,China,37.82
Animal technologist,Finance,Increasing,High,116257.26,PhD,15,2286,2859,71.46,19.55,Germany,29.9
Broadcast presenter,Finance,Increasing,Moderate,114946.81,Master’s Degree,5,5667,8376,83.28,31.95,UK,38.37
Further education lecturer,Entertainment,Increasing,Low,122000.96,Master’s Degree,18,6313,4310,24.06,73.75,India,44.59
Actor,Manufacturing,Decreasing,High,128186.42,Associate Degree,5,2310,9704,82.71,89.51,UK,42.4
Acupuncturist,IT,Increasing,Low,108653.07,PhD,11,9626,2689,48.68,98.03,Canada,26.44
"Designer, exhibition/display",Entertainment,Decreasing,Moderate,146937.68,PhD,14,9712,979,54.72,18.0,USA,49.54
Energy manager,IT,Decreasing,Low,102460.87,PhD,18,905,5036,83.37,19.59,UK,38.01
Biomedical scientist,Finance,Increasing,Moderate,56173.45,Bachelor’s Degree,15,9858,2431,17.36,51.58,USA,62.62
Furniture conservator/restorer,Manufacturing,Increasing,High,113779.91,High School,6,7486,1485,10.3,92.3,Canada,60.26
"Editor, magazine features",Retail,Decreasing,High,79256.28,High School,19,2293,4549,64.08,41.24,Canada,22.6
Astronomer,IT,Decreasing,Moderate,148100.94,High School,1,5511,3600,82.16,36.93,Australia,26.04
Acupuncturist,Manufacturing,Decreasing,High,85744.4,PhD,15,3188,6524,49.01,18.28,Australia,32.41
Statistician,Entertainment,Increasing,Moderate,45270.13,High School,11,8854,3213,38.3,72.75,Brazil,33.6
Art therapist,Transportation,Decreasing,Moderate,45677.46,High School,13,2824,5884,11.61,76.62,USA,64.93
Academic librarian,Finance,Increasing,High,80043.27,Bachelor’s Degree,15,1574,5499,95.4,68.08,India,74.62
Diagnostic radiographer,IT,Increasing,Low,50864.23,Master’s Degree,1,5086,2484,68.27,15.66,China,36.43
Barrister,Retail,Increasing,High,101542.36,High School,14,2792,491,94.38,51.29,USA,24.46
Early years teacher,Healthcare,Increasing,Low,125516.22,Associate Degree,18,4192,333,50.2,17.09,Australia,57.25
"Geologist, engineering",Transportation,Increasing,Low,81328.96,Master’s Degree,19,4238,4335,48.78,9.61,Germany,24.31
Theatre stage manager,Education,Increasing,Low,94825.02,Associate Degree,17,7373,6040,20.75,10.61,China,31.42
Meteorologist,Finance,Increasing,Moderate,106643.85,PhD,16,8874,8493,27.37,5.18,Germany,52.09
Horticultural consultant,Transportation,Increasing,High,54035.13,PhD,8,5428,2706,91.89,38.95,Australia,55.35
Police officer,Education,Increasing,Low,59325.45,Master’s Degree,7,8872,4782,15.02,4.97,China,79.56
"Accountant, chartered",Manufacturing,Decreasing,High,52276.38,Bachelor’s Degree,10,2073,6792,12.77,96.41,USA,55.7
Training and development officer,Entertainment,Decreasing,Moderate,100149.94,High School,8,4131,2311,11.77,37.27,Germany,21.83
Agricultural engineer,Finance,Increasing,Low,84487.17,Master’s Degree,18,9634,550,76.7,26.79,USA,61.94
Computer games developer,Retail,Decreasing,High,146265.07,PhD,0,5599,3162,84.85,27.25,USA,75.35
Magazine features editor,Education,Decreasing,Moderate,104177.97,Associate Degree,2,8388,4967,68.54,88.95,China,23.25
Tour manager,IT,Decreasing,Moderate,130293.51,Master’s Degree,3,8375,4780,62.36,22.45,China,48.82
"Radiographer, therapeutic",IT,Increasing,High,66699.77,Master’s Degree,14,7340,5918,42.47,99.92,China,59.53
Air cabin crew,Entertainment,Increasing,Low,94686.78,High School,17,7590,8522,92.43,79.98,Australia,79.95
Dance movement psychotherapist,Healthcare,Increasing,Low,105841.42,Associate Degree,15,9859,9332,28.22,40.17,Brazil,47.36
"Surveyor, mining",Healthcare,Increasing,High,149947.04,Associate Degree,8,1324,9730,71.25,5.01,USA,35.04
Risk manager,Healthcare,Decreasing,Moderate,68953.45,Master’s Degree,20,5046,5509,47.42,27.48,UK,41.66
Press sub,Finance,Increasing,Low,42287.89,Associate Degree,16,6198,4750,34.96,57.08,USA,63.79
Community arts worker,Entertainment,Increasing,Low,126218.33,Master’s Degree,2,4337,7020,98.48,98.44,Canada,79.78
Plant breeder/geneticist,IT,Increasing,High,31145.08,Master’s Degree,6,3566,5136,10.25,54.47,India,35.46
Trade union research officer,Retail,Decreasing,Moderate,72533.78,High School,5,9299,9755,56.16,27.78,USA,71.46
Farm manager,Healthcare,Decreasing,Low,130925.87,PhD,19,3588,7660,71.81,10.28,Canada,62.79
Ergonomist,Finance,Increasing,Moderate,86650.68,PhD,2,2399,9173,28.59,2.89,India,26.36
IT sales professional,Education,Decreasing,Low,112445.95,Bachelor’s Degree,16,5893,7194,38.53,77.46,USA,25.86
Psychiatric nurse,Education,Decreasing,High,95019.89,Associate Degree,4,5363,458,79.89,46.89,USA,48.18
Fashion designer,IT,Decreasing,Low,133967.29,Bachelor’s Degree,7,369,7151,53.58,86.82,Germany,62.95
Publishing copy,Healthcare,Decreasing,High,32474.71,PhD,20,3867,8088,77.64,83.97,Canada,46.94
Aeronautical engineer,IT,Increasing,Low,91520.5,Associate Degree,8,8822,7502,31.06,79.75,Australia,62.7
Operations geologist,Transportation,Increasing,High,66769.84,Bachelor’s Degree,9,5409,1688,59.77,10.23,Brazil,40.87
English as a foreign language teacher,Transportation,Decreasing,High,130954.28,High School,19,7645,3979,30.41,52.34,UK,35.85
Neurosurgeon,Finance,Increasing,Low,57307.74,Associate Degree,4,9646,4793,87.45,8.72,UK,62.08
Administrator,IT,Decreasing,Low,84148.61,Bachelor’s Degree,16,786,7553,61.84,86.48,Canada,69.49
Graphic designer,IT,Decreasing,High,68697.97,Bachelor’s Degree,2,3976,3066,61.63,11.25,USA,77.56
Marketing executive,Entertainment,Decreasing,Low,54958.74,Bachelor’s Degree,1,6764,3767,47.77,96.4,India,46.96
"Surveyor, quantity",Entertainment,Increasing,Moderate,110008.5,Bachelor’s Degree,6,3778,3841,11.91,27.15,India,25.2
Education administrator,Education,Decreasing,High,81147.26,High School,12,1993,7562,7.48,95.28,UK,63.82
Careers information officer,Finance,Increasing,Moderate,56133.92,Associate Degree,14,2046,9877,73.11,7.62,Brazil,60.55
Retail manager,Healthcare,Decreasing,Moderate,94182.14,Associate Degree,14,6466,1892,80.46,84.25,Canada,25.8
Psychotherapist,Finance,Increasing,High,57350.22,PhD,3,1458,4106,94.56,12.83,UK,28.86
Passenger transport manager,Retail,Increasing,Moderate,93174.91,High School,10,6631,380,11.13,16.75,Canada,38.11
Printmaker,IT,Decreasing,Low,86077.44,High School,8,3831,5791,67.49,61.41,China,31.33
Lawyer,Finance,Decreasing,High,99176.94,Associate Degree,15,7380,6394,35.76,12.12,India,58.15
Podiatrist,Retail,Increasing,High,62140.29,Master’s Degree,3,7683,1041,67.28,46.57,India,74.24
"Therapist, nutritional",IT,Increasing,Moderate,115103.52,Bachelor’s Degree,4,5436,5512,52.38,4.39,USA,51.84
Counsellor,Healthcare,Increasing,Low,131937.15,Bachelor’s Degree,15,8528,9476,76.14,50.8,USA,39.77
Passenger transport manager,Retail,Increasing,Moderate,108205.33,Associate Degree,3,9526,1036,35.48,59.41,UK,36.85
Emergency planning/management officer,Manufacturing,Decreasing,Moderate,90457.11,High School,13,1667,9476,74.29,26.85,China,62.88
Merchant navy officer,Finance,Increasing,High,143631.69,High School,4,1129,8514,73.39,88.8,Germany,65.25
Contractor,Retail,Decreasing,High,98099.42,PhD,17,1481,1970,69.03,30.81,China,20.53
Investment analyst,Healthcare,Decreasing,Low,130021.49,Bachelor’s Degree,0,2225,3219,78.34,92.86,China,54.58
"Therapist, art",Education,Decreasing,High,83468.81,PhD,13,3629,1242,80.96,22.72,Canada,58.66
Furniture designer,Retail,Decreasing,Moderate,43992.75,Bachelor’s Degree,4,5570,466,61.69,82.74,Brazil,42.17
"Engineer, communications",IT,Increasing,Low,110003.9,Associate Degree,12,1679,1069,11.42,48.68,Brazil,75.85
Restaurant manager,IT,Increasing,Low,114856.17,High School,4,9745,5317,71.47,17.67,USA,29.76
Planning and development surveyor,Manufacturing,Decreasing,High,102750.23,Master’s Degree,1,9099,9206,73.0,4.89,Germany,20.78
"Conservator, museum/gallery",Healthcare,Decreasing,Moderate,32196.66,Bachelor’s Degree,12,4554,7939,81.58,99.97,UK,26.77
Garment/textile technologist,Entertainment,Decreasing,High,120693.08,High School,15,3748,7837,92.26,69.85,Australia,59.29
"Embryologist, clinical",Retail,Decreasing,High,61465.79,Bachelor’s Degree,15,5141,6562,6.03,76.72,Australia,42.61
Homeopath,Transportation,Decreasing,High,93055.67,Bachelor’s Degree,10,6700,2468,94.57,22.6,India,25.64
Higher education careers adviser,Manufacturing,Decreasing,High,123079.82,High School,7,7249,6452,84.42,68.65,Germany,20.26
"Engineer, civil (contracting)",IT,Increasing,High,113787.26,High School,6,7055,5234,6.29,87.35,India,55.67
Chief of Staff,Finance,Increasing,Low,84223.19,High School,8,594,9611,40.54,3.38,UK,77.63
Passenger transport manager,Finance,Increasing,Moderate,133695.64,PhD,18,7878,9036,40.34,73.53,USA,27.14
Land/geomatics surveyor,Education,Decreasing,Moderate,73876.42,PhD,8,1316,8753,45.68,90.6,Brazil,40.92
Animator,Retail,Increasing,Low,113188.24,Associate Degree,0,6527,2396,72.18,51.25,Australia,51.7
Water quality scientist,Healthcare,Decreasing,High,80585.57,Associate Degree,10,5953,1982,7.97,61.51,USA,66.18
Arts development officer,Manufacturing,Increasing,Low,32072.19,PhD,3,8627,9719,89.51,67.59,India,41.26
Garment/textile technologist,Healthcare,Decreasing,Low,37766.59,PhD,16,2809,3618,36.1,84.8,Brazil,32.06
Interpreter,IT,Decreasing,Low,140481.58,Bachelor’s Degree,1,8121,1320,21.34,60.54,Australia,43.96
"Scientist, audiological",Retail,Increasing,Low,52021.05,Associate Degree,2,177,2706,80.33,96.75,USA,59.33
"Engineer, agricultural",Healthcare,Decreasing,Moderate,82895.14,Bachelor’s Degree,18,8167,4743,45.55,4.89,Canada,30.24
Energy engineer,Healthcare,Decreasing,Low,130319.99,Bachelor’s Degree,18,7124,5085,48.51,17.39,Canada,46.49
Travel agency manager,Manufacturing,Decreasing,Low,107427.32,Associate Degree,14,7346,854,6.32,78.62,Australia,55.15
Tax inspector,Healthcare,Increasing,High,117569.29,Associate Degree,14,1579,2766,36.17,71.81,USA,45.79
Theatre stage manager,Finance,Increasing,High,59226.43,High School,3,4909,5652,30.57,56.04,UK,58.29
Private music teacher,IT,Increasing,Moderate,42645.94,High School,14,2202,218,67.41,14.67,Australia,55.3
Interpreter,Finance,Decreasing,High,42818.28,Master’s Degree,17,8400,9242,79.89,29.64,Brazil,64.8
Commercial horticulturist,Entertainment,Increasing,High,136714.57,Master’s Degree,14,3430,9102,65.04,5.79,Brazil,64.15
Glass blower/designer,Education,Decreasing,Moderate,33510.6,High School,10,2809,5367,83.0,44.83,Canada,38.84
English as a second language teacher,Retail,Decreasing,High,101660.61,Master’s Degree,18,9188,7272,93.26,14.07,Canada,42.58
Barista,Transportation,Increasing,High,87758.61,PhD,5,6098,9581,84.72,30.57,India,63.19
Web designer,IT,Decreasing,High,83382.12,Associate Degree,13,4407,8508,67.17,53.7,India,24.74
Field trials officer,Finance,Increasing,Low,89495.82,Associate Degree,14,6743,5562,0.98,69.99,India,63.26
Health service manager,Education,Decreasing,Moderate,147201.06,Master’s Degree,19,5987,183,76.31,92.62,China,50.57
Arts administrator,IT,Decreasing,Low,139241.62,PhD,17,5326,9702,48.11,43.64,UK,54.87
Product/process development scientist,Manufacturing,Decreasing,Low,76270.21,PhD,9,8789,4199,74.23,24.81,Brazil,27.79
Furniture designer,IT,Increasing,Moderate,64875.13,Master’s Degree,11,3973,7678,12.23,71.8,Germany,49.4
"Engineer, manufacturing",Entertainment,Decreasing,Low,100743.16,Bachelor’s Degree,15,9725,8151,10.17,59.2,Germany,20.56
Chief Operating Officer,Transportation,Decreasing,High,109662.5,High School,16,879,4327,15.32,48.36,UK,65.6
"Buyer, retail",Retail,Decreasing,Moderate,141177.94,High School,13,987,549,95.26,76.95,Brazil,21.22
Radiation protection practitioner,Healthcare,Increasing,Moderate,43110.5,Bachelor’s Degree,11,3006,3113,91.75,82.74,USA,45.31
Geochemist,Manufacturing,Increasing,Moderate,133412.42,Master’s Degree,7,4820,1099,18.23,31.37,China,43.5
Public house manager,Manufacturing,Increasing,Low,139039.88,Master’s Degree,16,2198,5582,34.56,57.32,UK,36.68
Quarry manager,Healthcare,Increasing,Moderate,84614.04,Master’s Degree,11,1577,2202,70.2,58.26,Australia,54.64
Social researcher,Transportation,Decreasing,High,104806.01,Master’s Degree,1,322,2759,84.17,17.27,India,23.19
Fast food restaurant manager,IT,Decreasing,High,137104.75,Bachelor’s Degree,4,5181,2164,80.63,69.93,Canada,39.39
"Scientist, research (medical)",Manufacturing,Increasing,High,109052.15,High School,9,5583,6079,64.16,48.73,China,63.91
Tree surgeon,Manufacturing,Increasing,High,53827.76,Bachelor’s Degree,0,268,4767,12.67,77.03,India,77.11
"Scientist, research (physical sciences)",IT,Increasing,Moderate,52463.18,Associate Degree,12,7697,8858,57.14,48.14,Australia,68.76
Armed forces technical officer,Transportation,Increasing,Low,35856.47,Master’s Degree,7,1963,4879,9.27,70.66,China,24.05
Engineering geologist,Manufacturing,Decreasing,High,33181.73,High School,16,2323,8189,97.04,9.1,Germany,75.64
Haematologist,Entertainment,Decreasing,High,109179.71,Associate Degree,2,2175,5312,99.42,85.48,Canada,33.47
"Merchandiser, retail",Education,Decreasing,Moderate,110417.53,Bachelor’s Degree,14,1408,1571,53.49,47.96,India,50.19
Insurance underwriter,Finance,Decreasing,Low,63939.31,PhD,16,1070,3513,61.16,73.42,Germany,70.08
"Horticulturist, commercial",Education,Increasing,Low,116617.95,High School,15,6120,8235,2.09,30.8,Canada,76.09
Youth worker,Transportation,Decreasing,High,30438.77,Associate Degree,14,7614,2566,33.13,82.73,Brazil,43.14
Heritage manager,Healthcare,Increasing,Low,66323.84,High School,14,4867,148,48.62,6.63,China,23.15
Tax adviser,Healthcare,Increasing,Moderate,59340.54,Master’s Degree,17,180,3896,97.42,42.94,USA,70.6
"Merchandiser, retail",Retail,Decreasing,High,56251.11,High School,6,9623,4913,36.52,11.4,Canada,27.62
"Buyer, retail",Transportation,Decreasing,Low,39005.89,Associate Degree,3,3472,3237,59.63,14.84,UK,44.84
"Editor, magazine features",Transportation,Increasing,High,70179.54,Bachelor’s Degree,11,5604,9105,3.88,89.42,China,72.71
"Engineer, land",Manufacturing,Decreasing,High,44024.35,Associate Degree,9,3421,8082,3.5,20.32,China,64.54
Therapeutic radiographer,Transportation,Decreasing,High,133341.22,High School,18,6142,9526,98.94,98.41,India,65.96
Art gallery manager,Entertainment,Decreasing,Moderate,118330.06,Master’s Degree,5,3919,6283,13.48,37.77,Brazil,65.13
Chemical engineer,Retail,Increasing,Low,110567.27,Bachelor’s Degree,13,2544,8202,21.74,99.49,UK,43.57
Recruitment consultant,Retail,Decreasing,Moderate,96000.12,Master’s Degree,13,9338,3906,97.16,19.83,Australia,60.32
Psychotherapist,Finance,Decreasing,High,59488.07,Bachelor’s Degree,4,8495,6720,26.34,6.71,UK,76.18
"Therapist, sports",Entertainment,Decreasing,High,74992.08,Associate Degree,10,2868,551,74.68,96.42,UK,73.74
"Production assistant, television",Entertainment,Increasing,Moderate,47913.86,PhD,9,1598,2155,23.04,77.0,Germany,20.91
Make,Healthcare,Decreasing,Low,121712.13,Associate Degree,15,1437,9457,52.99,38.21,China,72.0
Advertising copywriter,Manufacturing,Decreasing,Low,109349.89,Bachelor’s Degree,16,911,167,33.16,79.07,UK,57.49
"Therapist, drama",Manufacturing,Increasing,Low,57608.08,PhD,11,5348,7545,54.56,47.13,USA,24.76
Community education officer,Entertainment,Increasing,High,74167.69,PhD,15,6059,5728,71.86,7.07,USA,59.11
"Programmer, multimedia",Transportation,Increasing,High,134288.1,Bachelor’s Degree,5,6978,3800,21.88,24.21,Brazil,79.09
Midwife,Education,Increasing,High,113600.33,High School,4,146,4944,56.71,64.25,Germany,49.22
Retail banker,IT,Decreasing,Low,99164.03,Bachelor’s Degree,12,9531,4409,1.3,93.7,UK,63.57
Actor,Manufacturing,Increasing,Low,125854.54,Bachelor’s Degree,2,8143,9317,94.45,60.53,India,30.85
Marketing executive,IT,Decreasing,Low,55270.27,Associate Degree,13,8584,3250,30.81,80.8,India,43.33
Seismic interpreter,Entertainment,Increasing,Low,56895.11,Bachelor’s Degree,12,1492,8251,32.67,27.26,Germany,77.41
"Designer, furniture",Education,Increasing,Moderate,71461.49,PhD,6,7586,830,66.55,35.39,Brazil,52.0
Plant breeder/geneticist,Manufacturing,Decreasing,Moderate,30039.04,High School,19,8005,685,86.03,24.11,India,35.12
Colour technologist,Retail,Decreasing,High,131052.62,Associate Degree,17,3820,6422,0.18,5.23,Australia,56.58
Police officer,IT,Increasing,Moderate,48045.2,PhD,17,7472,496,5.43,73.56,Germany,33.83
Contracting civil engineer,IT,Decreasing,Moderate,56343.63,Master’s Degree,6,8732,6476,96.59,59.45,China,47.58
Industrial/product designer,Manufacturing,Decreasing,High,61271.87,Master’s Degree,7,6211,1357,43.7,92.33,India,51.22
Media buyer,Education,Increasing,High,90622.03,Master’s Degree,14,2046,9692,97.29,87.1,UK,71.22
Public librarian,Healthcare,Increasing,Low,76144.68,Bachelor’s Degree,15,393,195,41.18,22.59,China,48.34
Waste management officer,Education,Increasing,Low,54825.85,Associate Degree,20,6167,4794,37.71,41.88,India,21.21
Hospital doctor,Manufacturing,Decreasing,Low,67214.27,PhD,7,3698,2914,53.26,17.34,Australia,42.74
Microbiologist,Finance,Decreasing,High,54244.16,High School,15,1030,3277,44.85,38.94,India,75.54
Forest/woodland manager,Education,Decreasing,High,69862.77,Bachelor’s Degree,7,2237,3008,72.39,63.16,India,36.27
TEFL teacher,Manufacturing,Increasing,Low,78799.95,High School,18,6822,4087,46.44,35.45,Germany,33.57
Patent examiner,Retail,Increasing,High,143307.05,Master’s Degree,17,4082,8388,37.99,12.92,China,55.07
Building control surveyor,IT,Decreasing,Low,117650.81,Bachelor’s Degree,6,1823,9752,21.75,21.02,Brazil,70.08
Press photographer,Transportation,Decreasing,High,37914.86,Associate Degree,3,6943,5887,12.78,77.25,India,22.24
Land/geomatics surveyor,Manufacturing,Increasing,Moderate,63314.13,PhD,19,5289,5552,76.84,14.9,Canada,48.47
Facilities manager,IT,Increasing,Moderate,136417.48,Master’s Degree,16,3878,7464,84.56,35.0,China,67.84
"Scientist, marine",Education,Decreasing,Low,145545.06,PhD,11,1905,3194,53.66,17.47,USA,55.07
Clothing/textile technologist,Manufacturing,Increasing,Low,117084.38,Bachelor’s Degree,20,9771,2719,50.15,42.22,Germany,37.69
"Surveyor, rural practice",Transportation,Increasing,High,104114.51,High School,12,9844,2907,15.52,89.35,Brazil,48.72
Commissioning editor,IT,Increasing,Low,147461.94,High School,5,2527,4540,45.6,34.1,Canada,45.58
Higher education lecturer,Transportation,Increasing,Moderate,87909.69,Master’s Degree,14,3409,6668,65.45,4.08,China,32.33
Materials engineer,Transportation,Increasing,High,108163.24,High School,16,726,3405,34.21,32.77,UK,32.24
"Scientist, physiological",Entertainment,Increasing,Moderate,52598.11,Associate Degree,5,9903,8930,85.96,50.05,China,21.43
"Scientist, research (maths)",Finance,Increasing,Moderate,70206.26,PhD,1,2303,1956,52.5,56.55,Australia,52.57
Mental health nurse,Transportation,Decreasing,Moderate,100081.42,High School,10,2765,5750,52.34,19.71,Canada,35.5
Civil Service fast streamer,Retail,Increasing,Moderate,31709.34,Associate Degree,15,4859,8101,26.84,80.95,India,42.73
Chemical engineer,Education,Increasing,Moderate,101885.36,Associate Degree,12,9606,4530,89.54,7.36,UK,42.37
"Therapist, music",Education,Decreasing,Low,63784.19,High School,6,959,5648,40.78,85.31,Australia,41.87
Arboriculturist,Transportation,Increasing,Low,93441.7,Master’s Degree,15,8993,4662,14.98,31.51,USA,78.45
Publishing rights manager,Finance,Increasing,Low,142405.33,Associate Degree,19,7300,5239,48.42,98.08,China,73.8
"Secretary, company",Retail,Increasing,High,52712.76,Master’s Degree,11,5997,3425,98.96,9.51,Germany,61.76
Manufacturing systems engineer,Finance,Decreasing,Low,80853.89,PhD,15,7787,9962,36.43,78.02,USA,68.76
Environmental education officer,Retail,Decreasing,High,128302.51,High School,5,2529,6421,28.28,28.42,UK,77.77
Quality manager,Education,Decreasing,Moderate,92609.09,Bachelor’s Degree,17,1977,7371,28.67,68.34,Canada,54.93
Training and development officer,Retail,Decreasing,Low,91724.85,High School,19,7881,785,61.45,52.55,Brazil,68.73
Ceramics designer,IT,Increasing,Moderate,38900.13,Master’s Degree,14,2855,2177,71.19,31.03,UK,36.92
Purchasing manager,Education,Increasing,High,105973.94,Associate Degree,8,8233,460,58.55,52.15,China,78.86
"Scientist, audiological",Education,Increasing,Moderate,109612.45,Bachelor’s Degree,15,9789,5246,9.6,58.38,Australia,64.62
Accommodation manager,Education,Increasing,High,122343.08,High School,4,2880,8492,30.36,97.02,Australia,65.58
Interpreter,Retail,Decreasing,High,142659.56,PhD,7,3168,2645,85.68,93.62,Australia,40.05
"Designer, interior/spatial",Finance,Decreasing,Low,34524.52,Master’s Degree,2,8214,8990,93.44,59.03,Canada,60.58
"Designer, graphic",Manufacturing,Increasing,High,42555.35,Master’s Degree,16,7024,4776,2.36,50.08,India,77.87
"Psychologist, counselling",Entertainment,Decreasing,Moderate,124926.94,PhD,18,7021,4454,81.88,22.41,UK,50.3
Chartered management accountant,Healthcare,Decreasing,Moderate,131643.6,High School,16,6814,3940,19.36,54.07,China,35.87
Public librarian,Finance,Decreasing,High,106591.2,High School,17,9299,1368,81.1,64.71,India,75.79
Higher education careers adviser,Transportation,Increasing,Low,50965.92,Associate Degree,13,2072,5743,74.79,79.14,USA,60.39
"Research officer, government",Finance,Decreasing,Low,90789.91,Master’s Degree,10,559,3885,2.96,62.68,UK,62.18
Further education lecturer,Healthcare,Increasing,Moderate,105420.8,Associate Degree,11,6336,3508,23.69,45.84,Germany,67.09
Educational psychologist,Finance,Increasing,Moderate,116551.5,Bachelor’s Degree,2,430,1997,55.29,22.42,Brazil,65.87
Manufacturing systems engineer,Manufacturing,Increasing,Low,97324.58,Master’s Degree,4,5496,960,21.99,92.68,Germany,33.55
"Engineer, biomedical",Finance,Increasing,Moderate,47372.09,Master’s Degree,0,332,1316,88.8,43.65,Canada,79.05
"Scientist, product/process development",Finance,Increasing,Low,118873.28,Bachelor’s Degree,5,3760,2937,82.5,87.47,Germany,56.55
Cytogeneticist,IT,Increasing,Moderate,102650.47,Associate Degree,14,7710,5545,12.38,97.09,Brazil,54.52
"Surveyor, quantity",Entertainment,Increasing,High,68270.72,Master’s Degree,0,695,9439,57.95,31.0,Brazil,24.51
Waste management officer,Education,Decreasing,Low,81789.45,Associate Degree,8,9007,5871,31.8,89.75,Canada,65.96
Ceramics designer,IT,Increasing,Moderate,40346.01,Master’s Degree,4,8261,8651,32.52,92.03,USA,45.3
"Scientist, research (life sciences)",Transportation,Decreasing,Moderate,92150.08,Master’s Degree,9,9582,1146,10.56,2.59,UK,46.09
"Engineer, structural",Transportation,Decreasing,Low,135151.36,Master’s Degree,11,3419,5250,63.25,48.47,Australia,31.07
Local government officer,Entertainment,Decreasing,High,47525.71,Master’s Degree,11,5598,233,19.34,88.15,Germany,64.71
"Research officer, trade union",Retail,Increasing,High,98871.15,PhD,17,2386,927,46.35,91.03,UK,44.51
Insurance account manager,Retail,Increasing,Low,79633.28,PhD,6,1683,6897,11.53,96.48,India,69.64
"Surveyor, insurance",Healthcare,Decreasing,High,64048.06,Master’s Degree,3,9924,5005,70.3,53.46,UK,77.99
"Geologist, wellsite",Education,Increasing,Low,113585.28,High School,3,1913,8462,3.75,19.13,Germany,49.48
Charity officer,Retail,Decreasing,Low,43863.66,PhD,16,124,6377,76.17,53.3,Australia,25.07
"Engineer, electrical",IT,Decreasing,High,44683.91,Bachelor’s Degree,7,5125,1932,52.33,99.98,Australia,24.27
Print production planner,Healthcare,Increasing,High,50603.11,Master’s Degree,18,5952,2375,72.0,33.2,Germany,66.55
"Editor, commissioning",Manufacturing,Decreasing,Moderate,84285.87,Master’s Degree,1,2918,8872,11.6,93.16,USA,47.22
"Development worker, international aid",Retail,Decreasing,Moderate,122505.78,Bachelor’s Degree,2,6988,6640,97.11,79.01,USA,24.73
Commercial horticulturist,Healthcare,Increasing,High,139291.0,Master’s Degree,14,9127,8698,77.2,74.61,UK,28.45
Theatre director,Healthcare,Decreasing,High,94650.0,PhD,16,3099,6151,22.74,39.45,UK,58.1
Advertising art director,Transportation,Decreasing,Low,148446.69,Master’s Degree,11,5114,1017,55.0,49.37,India,65.02
Toxicologist,IT,Increasing,Moderate,35206.52,Master’s Degree,1,9763,9588,76.23,37.68,Australia,66.46
"Nurse, adult",Finance,Decreasing,High,111968.1,Master’s Degree,7,6836,4332,31.48,36.98,India,22.93
"Scientist, audiological",Entertainment,Increasing,Low,101989.12,Bachelor’s Degree,6,2980,2299,10.51,42.71,UK,34.21
Clinical cytogeneticist,Manufacturing,Decreasing,Low,59391.35,Master’s Degree,15,3289,4503,19.57,72.74,China,40.05
Chartered accountant,Healthcare,Increasing,Low,63195.54,Master’s Degree,6,6422,4885,81.79,13.39,Australia,73.51
"Runner, broadcasting/film/video",Healthcare,Decreasing,Low,122081.59,Master’s Degree,3,1703,6113,34.8,52.13,India,49.1
Animal technologist,Entertainment,Decreasing,Moderate,37663.07,Bachelor’s Degree,10,8058,4994,37.29,51.03,Germany,73.89
Statistician,Retail,Decreasing,High,113654.69,Associate Degree,9,8744,1409,16.04,49.34,Canada,61.29
Historic buildings inspector/conservation officer,Healthcare,Decreasing,High,65163.86,PhD,11,9306,5586,83.19,20.76,USA,30.49
Radio broadcast assistant,IT,Increasing,High,127134.08,High School,13,4922,1664,9.59,5.89,UK,24.17
Secretary/administrator,Healthcare,Increasing,Moderate,143194.04,Bachelor’s Degree,11,3546,7902,83.44,65.83,Canada,59.77
Probation officer,Retail,Increasing,High,71117.13,Bachelor’s Degree,13,7840,2074,4.4,38.58,UK,35.2
Community education officer,Manufacturing,Increasing,Low,108992.34,PhD,7,324,6901,83.99,72.47,Australia,59.95
Magazine journalist,Finance,Decreasing,Moderate,142403.25,Master’s Degree,19,1697,3222,63.33,53.12,India,33.95
"Engineer, water",Manufacturing,Increasing,Low,90554.85,Associate Degree,15,5117,6712,98.08,56.62,UK,24.99
Accounting technician,Retail,Decreasing,High,58980.37,Bachelor’s Degree,1,6586,1539,31.68,22.95,Canada,25.16
Risk manager,Entertainment,Increasing,Low,94769.43,Bachelor’s Degree,8,9312,4882,76.69,28.14,Canada,47.41
Astronomer,IT,Decreasing,Low,58109.19,PhD,5,9735,7189,20.74,24.96,Germany,26.83
Catering manager,Education,Increasing,Moderate,67305.98,Master’s Degree,7,4645,9717,83.98,43.52,UK,30.03
Furniture conservator/restorer,Finance,Decreasing,Moderate,40120.98,High School,0,5713,583,98.91,32.23,USA,29.45
"Designer, industrial/product",Retail,Decreasing,Low,58870.4,Associate Degree,5,5856,4273,82.48,71.96,China,48.99
Medical laboratory scientific officer,IT,Decreasing,Moderate,130088.89,High School,2,4344,2999,63.55,28.79,USA,46.45
"Editor, film/video",Entertainment,Decreasing,Low,42113.31,Associate Degree,3,1599,9260,73.58,12.88,UK,75.85
"Surveyor, building",Healthcare,Increasing,Moderate,119088.06,Associate Degree,19,8990,4891,8.83,4.07,Australia,68.54
Educational psychologist,Finance,Increasing,Moderate,121223.66,Associate Degree,18,2821,8916,15.63,50.11,Germany,40.75
Press sub,Retail,Increasing,Low,137276.04,Master’s Degree,20,4795,6578,66.68,25.25,UK,53.91
Nature conservation officer,Healthcare,Increasing,Low,37041.14,PhD,9,1149,1792,68.41,92.55,Canada,47.51
Sales executive,Retail,Increasing,Moderate,123730.43,High School,10,7368,1680,5.55,12.13,UK,76.26
Marine scientist,Manufacturing,Increasing,Low,121883.68,Master’s Degree,0,3166,7041,6.89,85.19,China,22.56
Logistics and distribution manager,Entertainment,Decreasing,Low,124357.82,High School,2,6231,5184,42.92,25.34,UK,29.24
Technical brewer,Manufacturing,Decreasing,High,119298.3,Bachelor’s Degree,9,8495,5982,47.49,52.46,Germany,59.91
Horticultural therapist,Healthcare,Increasing,Low,85914.54,PhD,5,2748,4356,55.22,5.14,Germany,43.42
Health service manager,Entertainment,Decreasing,Moderate,46282.18,Bachelor’s Degree,10,1662,8553,82.72,70.18,Canada,62.23
Amenity horticulturist,Entertainment,Increasing,Moderate,92508.46,Associate Degree,13,4606,3688,63.14,35.07,UK,37.23
Orthoptist,Education,Decreasing,Low,128587.29,Master’s Degree,11,7311,9013,3.5,36.97,Germany,76.27
Tax inspector,Retail,Decreasing,Low,111809.35,Master’s Degree,10,6153,1970,72.93,52.47,Brazil,36.64
Call centre manager,Transportation,Decreasing,Moderate,39032.29,PhD,16,3176,9650,24.94,98.94,Brazil,29.81
Mudlogger,Entertainment,Increasing,Moderate,122050.92,Associate Degree,5,3594,1789,17.11,10.43,Germany,77.81
"Pharmacist, hospital",Entertainment,Increasing,High,143789.39,Bachelor’s Degree,12,8015,3576,14.3,35.89,Canada,41.59
Textile designer,Retail,Increasing,Low,143743.26,Master’s Degree,20,8688,5050,63.46,61.41,Brazil,32.29
Printmaker,Finance,Decreasing,Low,129441.2,Bachelor’s Degree,0,9428,1183,56.6,10.5,Australia,26.85
"Merchandiser, retail",Finance,Increasing,Moderate,33951.86,Master’s Degree,7,4589,8132,67.94,70.59,Australia,32.63
Recycling officer,Transportation,Increasing,Moderate,133450.02,Bachelor’s Degree,6,1337,7834,44.69,68.44,Brazil,76.55
Sports coach,Education,Increasing,Low,119339.7,Bachelor’s Degree,19,289,2045,74.29,66.47,India,44.03
Firefighter,Retail,Decreasing,Low,140553.59,PhD,1,1746,2681,1.67,10.75,UK,55.87
"Conservation officer, nature",Retail,Decreasing,Moderate,115765.45,Associate Degree,18,1955,4720,88.78,60.35,India,51.76
"Sales professional, IT",Transportation,Increasing,Low,100659.53,Associate Degree,15,9538,6864,7.17,13.69,India,73.33
Agricultural consultant,Education,Increasing,High,75367.34,High School,12,9217,5628,98.78,30.77,China,50.99
Ambulance person,Retail,Increasing,Low,43543.83,PhD,12,6241,145,0.71,79.94,UK,21.29
"Engineer, manufacturing",Healthcare,Decreasing,Moderate,95087.81,High School,5,9504,9598,80.06,54.2,Canada,32.4
Actuary,Transportation,Decreasing,High,39010.58,High School,7,1378,7140,86.51,64.46,UK,47.65
Osteopath,Finance,Increasing,Moderate,105593.7,High School,2,8971,2280,90.17,67.79,UK,30.88
Advertising art director,Entertainment,Increasing,Moderate,108667.5,Bachelor’s Degree,18,3384,9041,7.51,99.1,Australia,40.71
Retail buyer,Finance,Increasing,High,56114.43,Associate Degree,8,9839,6232,13.52,52.04,Canada,61.21
Building services engineer,Transportation,Decreasing,Moderate,92713.28,High School,10,1328,8480,51.94,5.69,India,45.37
"Engineer, civil (consulting)",Transportation,Increasing,Low,39604.19,Bachelor’s Degree,8,5581,7739,83.27,24.93,India,62.32
Catering manager,Manufacturing,Increasing,Moderate,75956.59,High School,8,4004,4523,93.24,33.93,Germany,49.57
"Conservation officer, historic buildings",Entertainment,Increasing,High,103445.35,PhD,0,9081,7717,92.53,9.58,Canada,59.13
Barrister,Education,Increasing,High,115531.19,Master’s Degree,18,6588,4766,26.39,82.55,Brazil,79.61
"Sales professional, IT",Retail,Decreasing,High,139432.82,Bachelor’s Degree,18,1009,8948,89.48,88.99,USA,54.33
Mental health nurse,Retail,Decreasing,High,75308.55,High School,13,4830,7396,81.25,1.01,Brazil,77.01
"Clinical scientist, histocompatibility and immunogenetics",Retail,Increasing,Moderate,33476.01,Bachelor’s Degree,14,8050,9878,66.3,50.55,Germany,69.36
Petroleum engineer,Manufacturing,Increasing,Low,53556.98,Master’s Degree,3,6904,4290,44.82,10.75,India,40.09
Management consultant,Transportation,Decreasing,Moderate,83204.35,Master’s Degree,4,7924,1011,11.3,32.59,Germany,67.32
"Lecturer, higher education",Manufacturing,Increasing,High,116493.26,PhD,1,3107,517,60.21,19.69,India,60.3
"Designer, industrial/product",IT,Increasing,Low,84288.04,Associate Degree,3,8221,1128,74.57,75.11,USA,48.51
Community development worker,IT,Decreasing,High,33719.47,Master’s Degree,2,1765,5595,45.6,53.36,China,59.82
"Research officer, trade union",IT,Increasing,Low,143951.13,High School,20,4772,2852,86.07,81.84,Australia,55.98
"Restaurant manager, fast food",Retail,Increasing,High,57018.95,Bachelor’s Degree,9,5493,5700,38.22,18.56,Canada,32.57
Medical technical officer,Retail,Increasing,Low,35358.86,High School,4,5374,167,46.12,48.81,China,72.32
Speech and language therapist,IT,Decreasing,Moderate,58028.74,Master’s Degree,13,9155,3998,45.18,92.5,Australia,67.45
Waste management officer,Entertainment,Increasing,Moderate,35256.09,Master’s Degree,9,3710,3948,3.69,81.59,Germany,65.26
Chief Executive Officer,Retail,Increasing,Moderate,97767.63,High School,9,8053,8414,61.74,12.85,Canada,41.19
Print production planner,Retail,Increasing,Moderate,100945.49,Bachelor’s Degree,4,5876,3384,81.57,31.6,Germany,50.99
"Conservation officer, historic buildings",Retail,Decreasing,Moderate,143087.38,High School,2,6679,4476,68.34,50.16,Brazil,38.18
Media planner,Finance,Increasing,Moderate,108146.89,PhD,4,4824,1149,33.79,56.5,UK,75.95
"Teacher, adult education",Healthcare,Decreasing,Low,97451.47,High School,3,7892,8710,65.49,70.9,China,44.55
"Producer, radio",Entertainment,Increasing,Moderate,57442.12,PhD,10,2374,1211,64.53,58.14,UK,73.57
Dancer,Entertainment,Increasing,Low,50674.44,Master’s Degree,10,9081,7379,94.54,61.33,UK,28.87
"Surveyor, building",Transportation,Decreasing,Moderate,55592.35,High School,14,1844,4405,62.27,95.2,Australia,35.25
"Psychologist, sport and exercise",IT,Increasing,High,39238.91,Master’s Degree,6,658,949,20.55,38.19,Canada,24.24
Production manager,Education,Decreasing,High,124363.36,Master’s Degree,12,9735,9098,20.78,66.73,Germany,26.0
Radio producer,Manufacturing,Decreasing,Moderate,108395.61,PhD,16,5485,5935,59.3,17.99,Germany,21.28
Writer,Finance,Decreasing,Moderate,125103.95,Bachelor’s Degree,8,9010,179,69.97,30.03,USA,65.83
Risk manager,Healthcare,Increasing,Moderate,49200.25,Associate Degree,15,1305,264,86.36,85.71,USA,59.85
Systems analyst,Entertainment,Increasing,High,47881.26,Bachelor’s Degree,13,1845,4194,56.04,89.18,Australia,58.28
Field trials officer,Education,Increasing,Moderate,73909.25,High School,6,2296,2389,86.56,64.35,Canada,22.63
"Development worker, international aid",IT,Decreasing,Low,34970.04,High School,2,9390,7411,52.86,34.78,USA,27.59
Mechanical engineer,Healthcare,Decreasing,Moderate,68131.97,Master’s Degree,11,1921,8963,48.65,67.19,USA,21.26
"Surveyor, land/geomatics",Transportation,Increasing,High,99164.37,High School,8,2053,7109,14.79,62.58,Germany,28.66
Clinical psychologist,Education,Increasing,High,48097.9,Associate Degree,15,8840,7591,76.92,46.43,China,50.43
"Therapist, sports",Healthcare,Increasing,High,110162.59,PhD,13,7210,1796,26.85,70.55,India,68.78
International aid/development worker,Healthcare,Increasing,Low,36385.18,High School,17,7171,6055,71.37,40.52,Germany,30.08
Primary school teacher,Finance,Increasing,Low,112031.98,Associate Degree,6,3883,3693,40.09,6.52,USA,75.89
Dentist,Healthcare,Decreasing,Moderate,72403.72,High School,4,894,4375,8.19,36.94,Germany,77.24
"Engineer, petroleum",Entertainment,Decreasing,Low,94625.51,High School,8,1940,7203,91.73,28.84,Brazil,41.03
"Programme researcher, broadcasting/film/video",Education,Increasing,Moderate,36303.53,Bachelor’s Degree,8,7557,7246,99.58,70.08,Brazil,34.62
Clinical research associate,Healthcare,Decreasing,Low,141675.34,Associate Degree,1,8260,4536,97.38,10.16,China,77.07
"Journalist, magazine",Entertainment,Increasing,High,39221.87,Associate Degree,11,3386,9152,99.06,7.02,Germany,79.01
"Designer, jewellery",Manufacturing,Increasing,Moderate,47597.96,Bachelor’s Degree,2,8723,4161,34.7,85.1,Brazil,37.65
Occupational therapist,Transportation,Increasing,Moderate,84418.58,High School,18,4858,1353,46.74,43.35,Brazil,62.23
Prison officer,Entertainment,Increasing,Moderate,115227.98,Bachelor’s Degree,6,5960,6794,83.02,42.5,Brazil,37.07
"Programmer, applications",Entertainment,Increasing,Moderate,91999.75,Master’s Degree,14,523,8547,29.65,77.87,Brazil,78.57
"Production assistant, radio",Finance,Decreasing,High,118656.77,Associate Degree,6,9334,1229,72.91,17.75,USA,45.61
"Engineer, automotive",IT,Increasing,Moderate,122960.27,Master’s Degree,19,5788,568,70.14,85.82,UK,35.17
Arts administrator,Healthcare,Increasing,Low,148013.64,Master’s Degree,1,3376,2865,67.8,7.04,Brazil,49.57
Health and safety adviser,Transportation,Increasing,Low,130255.59,Bachelor’s Degree,4,3647,1489,38.82,45.68,UK,31.04
"Conservation officer, historic buildings",Education,Decreasing,High,134084.93,High School,3,3630,7997,22.74,11.36,USA,70.37
"Surveyor, quantity",Manufacturing,Increasing,Low,138716.09,Bachelor’s Degree,20,9346,2783,2.34,76.63,Canada,26.27
Meteorologist,Retail,Increasing,Moderate,134114.67,High School,18,6274,1482,4.74,23.66,USA,25.69
Probation officer,Healthcare,Increasing,High,149144.41,Associate Degree,3,2751,2634,93.56,81.29,Australia,36.52
Advertising account executive,Healthcare,Increasing,Moderate,88717.24,Bachelor’s Degree,20,1467,6086,16.76,92.99,USA,22.04
"Engineer, water",Transportation,Increasing,Low,117104.63,Bachelor’s Degree,18,8690,7692,98.19,28.98,Australia,56.93
Police officer,Education,Increasing,High,142627.74,High School,12,9784,2317,37.01,76.78,Germany,24.01
Museum/gallery conservator,Finance,Increasing,Low,141041.97,Bachelor’s Degree,5,5776,1039,62.09,95.21,UK,30.81
"Accountant, chartered management",IT,Increasing,Low,49184.36,Bachelor’s Degree,1,4208,557,80.82,40.34,USA,73.85
Press sub,IT,Decreasing,High,138390.18,High School,5,5314,5271,15.51,48.2,Canada,42.34
Barrister,Finance,Increasing,High,121474.62,PhD,8,1592,3563,34.7,95.11,Canada,34.51
"Surveyor, building control",IT,Decreasing,Moderate,142542.03,High School,5,8207,8113,31.1,0.81,UK,55.41
Higher education careers adviser,IT,Increasing,High,126018.59,Master’s Degree,8,8321,3827,46.26,95.64,Canada,73.95
"Engineer, agricultural",Finance,Decreasing,High,138319.32,Master’s Degree,14,1257,2724,84.11,79.09,India,76.75
Volunteer coordinator,Healthcare,Decreasing,Low,123785.36,Associate Degree,11,5533,4753,34.73,5.31,India,56.72
"Surveyor, building",Education,Increasing,High,76279.21,Master’s Degree,9,2604,3762,48.33,57.48,UK,37.9
"Scientist, audiological",Healthcare,Increasing,High,129106.01,Master’s Degree,16,8173,5688,7.22,37.97,India,31.61
Private music teacher,Education,Increasing,High,50237.6,Master’s Degree,9,9225,478,72.23,1.75,China,22.68
Secondary school teacher,Transportation,Decreasing,High,93807.66,PhD,1,3905,3728,71.45,10.5,China,46.64
Naval architect,Education,Increasing,High,108846.09,Associate Degree,6,8975,2121,18.07,90.53,India,30.95
Drilling engineer,Transportation,Decreasing,Low,99199.12,PhD,9,3032,2104,53.85,25.2,India,72.84
Hospital pharmacist,Healthcare,Increasing,Low,67381.47,High School,7,7453,3858,51.19,39.08,China,38.92
Health physicist,Transportation,Increasing,Low,69571.72,High School,12,4025,8100,46.47,46.59,India,63.82
"Research officer, government",Education,Decreasing,High,141360.76,Bachelor’s Degree,10,7489,4758,65.71,78.0,Australia,27.26
Advertising art director,Entertainment,Increasing,Moderate,44111.87,Bachelor’s Degree,9,4693,9027,38.8,30.18,China,49.08
Architect,Education,Decreasing,Low,58789.27,Master’s Degree,17,1501,2005,57.47,90.95,China,64.85
Fashion designer,Finance,Increasing,Moderate,31970.17,Bachelor’s Degree,4,8859,5983,81.27,3.36,Germany,50.89
"Engineer, production",Healthcare,Increasing,Moderate,141227.97,Bachelor’s Degree,0,2361,3831,73.35,84.86,China,54.46
"Scientist, water quality",Healthcare,Decreasing,Low,112492.81,Associate Degree,7,6998,2412,59.17,3.46,UK,64.04
Medical secretary,Healthcare,Increasing,Moderate,58612.67,PhD,19,9202,739,19.1,24.17,Canada,64.62
Musician,Transportation,Decreasing,Low,44399.84,Associate Degree,6,9950,6591,96.21,37.67,China,46.63
"Scientist, product/process development",Finance,Increasing,High,104746.29,Associate Degree,13,4342,7759,26.3,77.14,Germany,78.2
Passenger transport manager,Education,Increasing,Moderate,45105.88,Associate Degree,0,7178,1617,83.29,15.01,UK,20.61
"Nurse, learning disability",Retail,Increasing,Moderate,121871.24,Associate Degree,7,1607,1416,92.39,85.64,UK,33.9
Acupuncturist,IT,Decreasing,Low,96767.94,Master’s Degree,11,6252,795,42.48,9.8,Australia,33.29
Broadcast journalist,Retail,Increasing,Moderate,94811.3,Bachelor’s Degree,10,7250,150,13.33,0.86,Australia,74.4
Veterinary surgeon,Education,Decreasing,High,39367.03,High School,14,9213,3661,9.85,3.68,Canada,28.7
"Presenter, broadcasting",Healthcare,Decreasing,High,138825.86,Bachelor’s Degree,0,502,325,11.75,69.41,Brazil,61.13
"Programmer, multimedia",Education,Decreasing,Moderate,94967.29,PhD,20,4102,9663,14.67,62.25,UK,56.38
IT trainer,Education,Increasing,High,62489.25,Master’s Degree,4,5740,7462,36.69,95.95,India,28.98
Public relations account executive,Manufacturing,Decreasing,Moderate,147588.23,Associate Degree,9,7803,6949,72.05,97.7,India,44.1
Armed forces logistics/support/administrative officer,Education,Increasing,Moderate,52689.17,PhD,18,7005,619,86.54,36.54,Germany,59.37
"Psychologist, clinical",Transportation,Increasing,Low,46737.2,High School,18,8460,8073,72.34,68.48,India,69.73
"Administrator, sports",Manufacturing,Decreasing,High,80913.0,High School,5,1042,7267,7.4,61.75,UK,69.49
Cytogeneticist,Entertainment,Increasing,Low,73576.45,High School,15,3467,4596,23.74,21.38,Canada,71.96
Ecologist,Entertainment,Increasing,Low,116864.95,Bachelor’s Degree,19,5326,1026,48.89,14.69,Germany,73.57
Control and instrumentation engineer,Manufacturing,Increasing,Low,61406.2,High School,16,6718,8732,13.2,21.06,Australia,31.75
Pharmacologist,Retail,Decreasing,Moderate,119553.02,Associate Degree,17,5451,5649,53.92,53.08,Brazil,35.04
Passenger transport manager,Transportation,Increasing,High,50309.18,Associate Degree,8,6872,9587,92.31,5.99,India,39.21
Farm manager,Education,Increasing,Low,42359.87,Bachelor’s Degree,10,4016,4039,42.99,15.74,UK,57.6
"Programmer, systems",Retail,Increasing,Low,61873.41,Associate Degree,9,8001,2304,87.66,39.19,Australia,46.38
"Buyer, retail",Healthcare,Increasing,Moderate,44428.66,PhD,9,2280,5809,60.57,28.56,China,77.97
"Engineer, building services",Entertainment,Increasing,Low,123158.41,Bachelor’s Degree,2,3023,8084,11.41,26.81,China,78.49
"Accountant, chartered management",Education,Increasing,Low,119732.59,Master’s Degree,8,4894,9918,42.12,2.7,UK,71.79
Technical author,Manufacturing,Decreasing,Moderate,86725.35,Associate Degree,6,4791,7479,78.33,99.53,China,46.96
Occupational hygienist,Retail,Decreasing,High,60666.19,Master’s Degree,15,7457,9228,23.51,93.99,UK,66.66
"Clinical scientist, histocompatibility and immunogenetics",Entertainment,Decreasing,Low,126216.15,Associate Degree,19,834,8841,40.44,48.32,China,35.97
Environmental manager,Retail,Increasing,Moderate,39739.86,PhD,13,7191,5152,98.5,32.63,China,59.73
Outdoor activities/education manager,Manufacturing,Decreasing,Moderate,128219.36,High School,16,5662,3409,45.09,20.47,Brazil,67.25
Advertising copywriter,Finance,Increasing,Low,43609.44,PhD,6,548,7627,78.67,35.12,India,75.57
Research scientist (medical),Manufacturing,Decreasing,High,58316.61,Associate Degree,18,5112,9495,44.71,16.01,USA,67.07
Financial controller,Manufacturing,Decreasing,Low,143903.71,Master’s Degree,5,8038,1405,14.65,90.91,China,44.2
"Sound technician, broadcasting/film/video",Education,Increasing,High,130253.12,Bachelor’s Degree,18,9194,4028,77.81,13.63,Germany,21.43
Teaching laboratory technician,Healthcare,Increasing,Low,62993.95,PhD,9,3173,745,77.67,12.27,Canada,46.17
Artist,Entertainment,Decreasing,High,135900.77,High School,6,175,1160,99.99,35.9,Brazil,76.95
"Engineer, automotive",Finance,Increasing,Low,66900.39,High School,10,7341,6534,94.69,80.74,Germany,64.22
"Doctor, general practice",Finance,Increasing,High,114968.03,High School,18,3025,8337,83.82,33.57,Australia,54.45
Chief Operating Officer,Entertainment,Decreasing,Moderate,145644.7,Bachelor’s Degree,6,1681,5102,35.46,78.04,China,43.4
Travel agency manager,Entertainment,Decreasing,Moderate,145233.31,Associate Degree,18,9923,243,39.25,11.52,India,60.19
Ranger/warden,Retail,Increasing,High,149672.12,Associate Degree,3,7671,3126,55.89,47.87,Germany,51.45
Herbalist,Retail,Decreasing,Moderate,44226.68,High School,2,8472,6071,5.97,34.23,India,67.52
Immunologist,Entertainment,Decreasing,High,111927.62,PhD,20,1454,8036,16.18,8.94,UK,67.31
Dietitian,Retail,Increasing,Low,116327.06,High School,2,6373,1885,92.71,56.43,Germany,55.54
"Administrator, Civil Service",Healthcare,Increasing,High,48806.51,Associate Degree,4,8862,3446,4.44,32.45,Canada,36.54
Architectural technologist,IT,Decreasing,Moderate,54136.23,High School,3,2810,7852,19.57,5.47,Canada,79.38
"Designer, exhibition/display",Education,Increasing,Low,47086.32,Associate Degree,4,2932,5621,53.21,45.87,USA,52.93
Magazine journalist,Retail,Decreasing,Moderate,128229.88,PhD,9,6094,4167,15.71,55.36,USA,29.32
Catering manager,Finance,Increasing,High,83041.27,Associate Degree,5,5877,6641,6.16,19.28,Brazil,78.36
Adult nurse,Entertainment,Increasing,High,148101.38,Master’s Degree,20,2661,1792,40.19,47.68,Brazil,68.08
Ophthalmologist,Finance,Decreasing,Moderate,93365.7,PhD,6,5365,6819,27.36,67.05,Brazil,72.22
Armed forces logistics/support/administrative officer,Retail,Decreasing,Moderate,94148.01,Bachelor’s Degree,4,1607,2938,16.26,62.31,Germany,64.82
Conference centre manager,IT,Increasing,Moderate,118997.26,Master’s Degree,7,8158,5533,88.58,8.68,Brazil,46.89
Purchasing manager,Retail,Decreasing,Low,132224.61,PhD,1,8120,2283,87.91,79.17,Canada,62.33
Theme park manager,IT,Decreasing,Low,118981.3,Master’s Degree,10,8721,8357,93.07,93.85,UK,27.03
Chief Operating Officer,IT,Increasing,High,57029.6,PhD,7,9064,6680,95.0,7.69,Germany,28.79
Product designer,Transportation,Increasing,Moderate,82339.53,PhD,14,3084,4803,1.91,92.23,Brazil,25.72
Copy,Manufacturing,Increasing,High,68219.28,Associate Degree,6,7433,6812,62.23,54.28,India,58.93
Pathologist,Transportation,Increasing,High,92707.21,Bachelor’s Degree,7,7164,8658,12.85,15.73,India,27.41
Restaurant manager,Education,Increasing,Moderate,38522.35,Master’s Degree,5,5704,7607,56.94,10.06,Australia,69.88
"Teacher, English as a foreign language",Healthcare,Decreasing,Low,136980.79,Master’s Degree,7,7829,8070,12.39,89.51,Australia,45.39
"Administrator, arts",Retail,Decreasing,Moderate,122965.46,High School,15,7039,463,59.71,72.06,Brazil,50.06
Financial controller,Transportation,Increasing,Moderate,91548.74,PhD,8,7355,9940,89.18,58.28,China,59.2
Lobbyist,Retail,Decreasing,High,99570.52,Bachelor’s Degree,1,5160,8091,85.97,31.69,USA,70.54
Chartered accountant,Education,Increasing,High,44777.16,Associate Degree,3,7836,2599,78.22,49.83,China,35.38
Media buyer,IT,Decreasing,High,57141.39,Master’s Degree,20,8597,5894,21.32,11.57,UK,55.42
Naval architect,Healthcare,Increasing,Low,136433.98,High School,18,9320,3120,5.73,12.05,Germany,69.48
Leisure centre manager,Transportation,Increasing,Moderate,109440.86,Bachelor’s Degree,8,3743,2318,49.61,96.9,Canada,64.64
Personal assistant,Education,Increasing,High,94346.55,Master’s Degree,19,9381,596,3.8,22.95,Brazil,70.64
Youth worker,Retail,Decreasing,Low,91745.94,PhD,14,4837,8228,11.1,91.2,China,23.43
"Lecturer, higher education",Healthcare,Decreasing,Moderate,107323.46,PhD,18,958,7777,74.41,5.28,UK,41.44
Politician's assistant,Healthcare,Decreasing,Low,95774.45,Associate Degree,11,5397,1180,95.18,34.24,USA,52.56
Quarry manager,Transportation,Decreasing,Low,95085.42,High School,13,5599,9014,14.61,26.3,Brazil,22.29
Archaeologist,IT,Increasing,High,83271.76,PhD,2,4398,6065,63.75,69.43,Brazil,58.47
Emergency planning/management officer,Finance,Increasing,Low,69015.71,Associate Degree,11,6549,4293,43.1,38.3,Brazil,27.49
"Merchandiser, retail",IT,Increasing,Low,140393.71,Master’s Degree,11,1683,4436,99.86,43.38,Brazil,25.07
Ophthalmologist,Transportation,Decreasing,Low,40321.43,Master’s Degree,20,9549,6030,57.11,27.94,Canada,71.24
Seismic interpreter,Manufacturing,Decreasing,Moderate,41978.99,Bachelor’s Degree,18,4000,6297,30.72,46.57,Australia,32.93
Television floor manager,Education,Decreasing,Moderate,121911.43,High School,10,3254,9340,3.16,95.81,UK,73.07
Armed forces technical officer,Transportation,Decreasing,High,38139.24,Bachelor’s Degree,13,6002,555,71.22,10.45,USA,62.63
Risk manager,Finance,Increasing,High,86340.61,High School,2,1710,4382,80.02,81.34,UK,21.56
"Pharmacist, community",IT,Increasing,Moderate,142871.06,Associate Degree,3,7080,7382,21.51,91.4,Brazil,38.29
Local government officer,Finance,Increasing,Low,49723.83,PhD,17,3239,9362,81.77,46.05,Canada,31.17
Web designer,Transportation,Decreasing,High,99044.16,PhD,13,5286,2493,45.76,71.22,Australia,24.46
"Nurse, learning disability",Entertainment,Increasing,Low,80394.55,Associate Degree,6,656,4316,41.92,84.8,USA,55.75
"Therapist, speech and language",Finance,Decreasing,Low,61146.22,Bachelor’s Degree,0,3838,9344,29.62,53.17,USA,24.67
Youth worker,Entertainment,Increasing,Moderate,62553.59,Master’s Degree,20,2939,5175,67.71,72.89,UK,25.7
Forensic psychologist,Finance,Decreasing,Low,35459.47,PhD,7,7575,183,89.22,55.69,Australia,73.97
Herbalist,Finance,Decreasing,High,66537.94,PhD,15,1111,2188,60.18,26.25,India,60.6
"Doctor, hospital",IT,Increasing,Low,86744.28,High School,15,1781,5519,60.67,48.3,Brazil,46.91
"Teacher, music",Manufacturing,Increasing,Low,37010.72,High School,13,5468,9000,75.08,79.66,Canada,65.49
Manufacturing engineer,Finance,Increasing,High,73775.64,High School,0,8172,2668,57.96,5.08,Brazil,72.11
Product manager,Education,Increasing,High,115254.2,Bachelor’s Degree,9,1406,635,54.23,73.28,Canada,28.48
"Surveyor, hydrographic",Education,Decreasing,Moderate,82588.64,PhD,4,3073,4363,71.66,77.72,Germany,54.94
Structural engineer,Manufacturing,Increasing,Low,76582.52,Bachelor’s Degree,20,1155,6345,25.74,57.52,UK,26.86
Barrister,IT,Decreasing,High,125635.8,Associate Degree,2,2087,5110,71.36,47.44,China,50.35
"Programmer, systems",Manufacturing,Decreasing,High,77371.49,High School,4,4716,3932,48.93,39.15,Brazil,67.34
"Engineer, aeronautical",Retail,Decreasing,High,67581.67,High School,14,1491,2427,40.6,38.01,Canada,41.15
Learning disability nurse,Transportation,Decreasing,High,110592.8,Associate Degree,7,1730,7577,78.29,77.83,China,21.48
"Engineer, communications",Entertainment,Increasing,High,92068.5,Associate Degree,20,6643,9230,39.62,10.09,UK,63.88
Newspaper journalist,Transportation,Decreasing,Moderate,73097.7,Bachelor’s Degree,20,5409,9953,4.5,82.85,USA,23.36
Artist,Retail,Increasing,Low,129711.83,High School,3,8995,8348,77.33,62.38,Germany,71.98
Immunologist,Retail,Increasing,Low,130100.73,Bachelor’s Degree,8,5289,2328,61.12,2.07,Australia,46.1
Travel agency manager,Finance,Decreasing,Moderate,89236.33,Master’s Degree,0,605,4132,12.83,49.0,Australia,49.2
Ergonomist,Healthcare,Increasing,High,34253.17,High School,14,4267,8392,3.42,22.41,Canada,64.59
"Radiographer, diagnostic",Transportation,Increasing,Low,39979.75,High School,6,2016,8501,3.23,29.1,China,59.42
"Geologist, wellsite",Healthcare,Decreasing,High,145997.35,Associate Degree,10,2866,1922,20.01,50.05,Canada,27.98
"Therapist, drama",Retail,Increasing,High,38583.23,Associate Degree,15,9094,830,15.3,35.73,Australia,33.98
Water quality scientist,Retail,Increasing,High,96947.19,PhD,3,262,810,54.26,89.62,USA,41.37
"Scientist, forensic",Retail,Decreasing,Moderate,89571.83,Master’s Degree,19,333,3313,36.04,92.18,Australia,54.39
"Designer, graphic",Retail,Decreasing,High,132591.75,PhD,7,9995,4122,65.49,34.47,Brazil,38.54
Technical sales engineer,Finance,Decreasing,High,133115.05,High School,2,5527,7469,56.74,10.44,Australia,31.7
Actuary,Transportation,Decreasing,Low,121158.98,High School,8,2001,6425,94.31,37.74,India,32.58
Architectural technologist,Healthcare,Increasing,Low,145878.42,Master’s Degree,5,8031,6451,91.42,34.59,Germany,21.86
Cytogeneticist,Entertainment,Increasing,Moderate,69049.54,PhD,6,2181,1775,3.6,79.69,UK,45.29
Risk manager,Transportation,Decreasing,Moderate,148273.81,PhD,6,4407,8258,20.76,64.81,Brazil,60.67
"Administrator, local government",IT,Decreasing,Low,53327.36,Bachelor’s Degree,8,7360,6909,0.82,79.09,UK,58.65
"Scientist, research (physical sciences)",Transportation,Increasing,Low,62767.6,Bachelor’s Degree,15,4441,9454,94.96,31.79,Australia,63.51
Tourism officer,Transportation,Increasing,High,90125.95,Associate Degree,19,6636,699,27.47,15.64,USA,70.23
Biomedical scientist,Manufacturing,Decreasing,High,37735.81,PhD,7,4027,2940,33.94,57.64,Australia,20.92
"Accountant, chartered certified",Healthcare,Increasing,Moderate,80512.72,Bachelor’s Degree,15,9232,8105,54.13,71.57,Brazil,51.53
Firefighter,Transportation,Increasing,Low,124922.56,Associate Degree,18,7536,7506,61.44,4.98,USA,38.16
"Surveyor, mining",Education,Decreasing,Moderate,118092.07,Associate Degree,8,994,1517,13.1,54.18,Australia,69.19
Ecologist,Retail,Decreasing,Low,83075.1,Associate Degree,15,8951,3573,14.15,49.43,Germany,72.68
Chartered legal executive (England and Wales),Education,Decreasing,Low,74508.35,Associate Degree,2,1776,2809,51.3,60.49,Canada,27.46
"Solicitor, Scotland",Manufacturing,Decreasing,High,54080.17,Bachelor’s Degree,16,3173,9392,31.93,8.31,Australia,58.32
Pathologist,IT,Decreasing,Moderate,118039.96,High School,15,5960,6494,14.96,35.15,Australia,66.67
Trading standards officer,Manufacturing,Increasing,High,113394.38,PhD,18,3221,4075,82.5,36.91,UK,75.91
Textile designer,Manufacturing,Increasing,High,86313.99,PhD,8,8319,6212,31.03,34.45,India,73.04
Occupational psychologist,Manufacturing,Increasing,Moderate,80569.55,PhD,16,2617,4833,71.57,85.28,UK,78.43
Civil Service fast streamer,Transportation,Increasing,High,35295.12,Master’s Degree,14,4050,8643,37.8,35.92,China,22.46
"Psychologist, clinical",Education,Increasing,Moderate,39554.65,Bachelor’s Degree,4,505,2330,24.27,63.56,China,64.02
Personnel officer,Healthcare,Decreasing,Moderate,55492.56,Associate Degree,12,6706,9764,22.97,52.86,Germany,35.23
Careers information officer,Healthcare,Decreasing,Low,144461.43,PhD,2,6085,8861,88.21,71.16,China,38.72
Public librarian,Finance,Decreasing,Low,64574.01,Master’s Degree,10,9649,1818,47.56,28.19,Germany,41.0
Medical physicist,Transportation,Decreasing,High,113020.44,Bachelor’s Degree,6,1002,7422,93.45,83.27,China,57.65
Private music teacher,Retail,Decreasing,High,91319.72,Associate Degree,15,276,1271,73.67,97.17,China,53.98
"Psychologist, clinical",Education,Decreasing,Low,137668.85,Associate Degree,8,9172,506,49.55,77.84,Brazil,38.8
"Engineer, building services",Entertainment,Increasing,Moderate,61551.81,Bachelor’s Degree,12,6665,1414,74.55,0.69,Australia,47.53
Special educational needs teacher,Healthcare,Increasing,Moderate,70790.01,Master’s Degree,7,9184,8244,11.91,87.19,Canada,49.65
Clinical research associate,Healthcare,Increasing,High,116906.45,PhD,11,311,3044,4.38,85.35,Australia,32.22
Ship broker,Entertainment,Increasing,Moderate,51461.39,Associate Degree,11,4977,4709,21.19,14.61,India,40.84
Network engineer,IT,Decreasing,Low,143172.22,Associate Degree,10,999,9117,9.52,74.16,Germany,48.65
Advertising copywriter,Education,Decreasing,Moderate,65263.66,Associate Degree,19,9137,9872,46.01,91.41,China,76.67
Copy,Healthcare,Decreasing,High,131149.61,Associate Degree,7,6048,1506,78.14,58.29,USA,55.57
Occupational psychologist,Transportation,Decreasing,Moderate,74200.53,High School,19,4938,2788,36.22,10.03,India,42.84
Charity fundraiser,Retail,Decreasing,Moderate,43718.65,High School,6,4723,2694,72.64,14.75,China,52.78
Visual merchandiser,Entertainment,Increasing,High,129255.68,Master’s Degree,16,6531,3662,80.76,73.14,India,74.34
Management consultant,Retail,Decreasing,Moderate,87323.08,Associate Degree,10,202,7088,51.56,94.67,USA,30.01
Commercial horticulturist,Transportation,Decreasing,High,43301.82,PhD,6,4237,2036,20.93,79.14,Brazil,75.01
Aid worker,Transportation,Decreasing,Low,93812.83,PhD,10,891,3492,51.62,46.42,Brazil,59.57
Comptroller,Finance,Decreasing,Low,90146.35,Bachelor’s Degree,3,207,8765,34.74,60.76,Brazil,73.74
Tourist information centre manager,Transportation,Increasing,Moderate,41586.12,High School,9,9682,4893,26.18,14.31,India,47.75
Tax inspector,Retail,Decreasing,Moderate,139576.7,Master’s Degree,18,1840,368,42.03,29.62,India,74.08
"Presenter, broadcasting",Entertainment,Decreasing,Moderate,85614.04,Bachelor’s Degree,10,3888,8553,6.08,98.64,UK,48.58
"Engineer, civil (contracting)",Entertainment,Decreasing,Moderate,120558.59,Associate Degree,19,8938,5324,84.13,1.21,Brazil,31.72
"Designer, multimedia",Manufacturing,Decreasing,Low,91441.17,Associate Degree,20,8130,9000,82.08,4.12,Brazil,26.6
Archaeologist,Transportation,Increasing,Low,122236.8,High School,20,7332,6214,96.51,14.38,USA,69.82
Broadcast journalist,Finance,Increasing,High,138579.75,Associate Degree,4,9212,3007,54.18,53.35,Australia,30.12
IT technical support officer,Entertainment,Decreasing,Low,131738.81,Master’s Degree,19,9352,6768,52.46,20.13,India,64.67
Commercial/residential surveyor,Entertainment,Decreasing,Low,30115.81,PhD,11,3110,4804,37.49,18.35,China,58.9
Public relations account executive,IT,Increasing,Moderate,64597.18,PhD,17,319,8388,71.43,91.96,Canada,61.73
Patent attorney,IT,Decreasing,High,109780.53,PhD,12,119,3861,80.34,20.13,UK,68.53
Investment analyst,IT,Increasing,High,33519.83,Master’s Degree,6,408,7077,72.23,30.7,USA,26.13
Fine artist,Transportation,Increasing,High,58184.78,Bachelor’s Degree,17,6288,9465,86.41,60.94,Brazil,29.33
Chartered management accountant,Entertainment,Increasing,Low,51059.37,Associate Degree,16,2077,9174,51.4,63.03,India,32.84
Building surveyor,Entertainment,Decreasing,Moderate,129087.41,Master’s Degree,11,4060,4876,12.82,51.85,Brazil,62.03
"Physicist, medical",Manufacturing,Decreasing,Low,46238.43,Bachelor’s Degree,19,6865,2378,40.35,1.36,UK,45.9
"Psychologist, clinical",Retail,Decreasing,Moderate,80444.19,PhD,4,7378,4365,20.19,69.05,Canada,30.6
"Therapist, speech and language",Manufacturing,Increasing,Low,38047.53,Associate Degree,3,8466,2188,7.02,31.09,China,60.84
Building control surveyor,Entertainment,Decreasing,Low,80726.6,PhD,10,1010,6469,5.15,11.56,USA,48.79
"Engineer, communications",IT,Decreasing,Low,147657.82,High School,19,3852,9955,15.11,85.21,China,62.33
Health visitor,Education,Increasing,High,135584.8,High School,17,7979,8235,19.09,69.29,Canada,71.86
Publishing copy,Finance,Increasing,Moderate,80291.79,Bachelor’s Degree,3,8285,985,70.55,95.5,Germany,70.96
"Engineer, manufacturing systems",Education,Increasing,High,43995.46,Master’s Degree,7,8586,9567,16.74,87.95,Brazil,40.92
Dentist,Finance,Decreasing,Moderate,135002.2,High School,3,3462,1814,92.19,60.32,UK,64.61
Art gallery manager,Retail,Decreasing,Low,45812.94,Bachelor’s Degree,7,7274,7749,51.01,60.34,India,40.35
Information systems manager,Entertainment,Decreasing,Moderate,69543.34,Bachelor’s Degree,3,6800,1918,1.14,97.52,China,22.8
Civil Service administrator,Education,Decreasing,Low,30274.58,Associate Degree,5,1588,3192,71.83,18.36,Germany,58.04
Manufacturing systems engineer,Retail,Increasing,High,112082.87,Bachelor’s Degree,10,595,2392,55.24,62.68,China,72.37
"Therapist, art",IT,Increasing,Moderate,119461.05,PhD,19,5461,4772,27.87,73.14,Australia,22.36
International aid/development worker,Healthcare,Increasing,High,146977.14,Master’s Degree,8,4441,4870,34.3,30.99,China,20.86
Financial controller,Retail,Decreasing,Moderate,92970.13,High School,19,4079,5504,87.27,53.9,Brazil,77.74
Manufacturing systems engineer,Finance,Decreasing,Moderate,113445.75,High School,16,5665,1840,47.88,62.49,India,30.98
Charity officer,Finance,Increasing,Low,70693.48,Bachelor’s Degree,3,6589,7721,42.74,41.33,Germany,29.42
"Sound technician, broadcasting/film/video",Entertainment,Decreasing,Low,78196.25,Master’s Degree,11,1283,2429,41.08,66.22,Germany,24.18
Broadcast journalist,Healthcare,Decreasing,Moderate,115942.83,PhD,18,3298,1931,17.97,63.02,China,27.41
Quarry manager,Entertainment,Decreasing,Moderate,53857.1,Master’s Degree,10,9463,8328,59.29,51.75,China,54.77
Personnel officer,Transportation,Decreasing,Moderate,85207.7,Bachelor’s Degree,9,7759,7768,58.2,9.68,Brazil,66.78
"Therapist, drama",Transportation,Increasing,Moderate,30146.02,Master’s Degree,10,3749,5764,50.52,97.15,UK,56.91
Education administrator,Retail,Increasing,Low,71929.07,Bachelor’s Degree,17,2522,183,43.42,70.17,Canada,63.78
"Development worker, community",Manufacturing,Decreasing,High,118164.97,High School,13,6504,3725,7.0,67.6,Canada,70.63
TEFL teacher,Finance,Increasing,Moderate,40537.76,PhD,10,7982,6385,56.23,32.09,UK,75.97
Health promotion specialist,Manufacturing,Increasing,High,66140.86,PhD,15,7207,5269,18.02,22.96,Canada,41.18
Aid worker,IT,Decreasing,Low,58087.14,PhD,8,7670,9810,56.57,92.69,China,29.6
Higher education lecturer,Entertainment,Increasing,Moderate,50865.02,PhD,17,7928,2771,66.3,62.11,Brazil,28.21
Tourist information centre manager,Entertainment,Decreasing,Low,97881.06,Master’s Degree,1,988,9362,48.24,84.3,India,35.94
Advertising account executive,Education,Increasing,High,38369.67,Master’s Degree,2,7028,5736,13.4,50.33,USA,76.4
Higher education careers adviser,Retail,Decreasing,High,136240.8,Associate Degree,20,2904,8297,74.74,78.11,China,49.01
Museum education officer,IT,Decreasing,Moderate,139043.78,Associate Degree,3,9000,7210,2.45,81.16,Brazil,72.81
Art gallery manager,Finance,Increasing,Low,130472.61,PhD,5,5408,5499,82.63,24.37,Canada,53.65
Scientific laboratory technician,Entertainment,Increasing,High,98617.82,High School,14,9637,8780,6.37,52.69,Germany,61.75
Music therapist,Education,Increasing,Low,106694.81,High School,14,6285,5632,95.33,32.85,India,74.26
Chartered certified accountant,Education,Decreasing,Low,81928.03,Bachelor’s Degree,3,8850,4357,98.08,26.03,India,75.73
Nutritional therapist,Finance,Increasing,Low,41216.72,Associate Degree,19,6839,737,34.79,17.88,Canada,22.13
Environmental education officer,Entertainment,Decreasing,Low,109344.08,High School,1,2761,4186,94.58,8.29,China,23.06
Regulatory affairs officer,Transportation,Decreasing,Moderate,81838.25,Bachelor’s Degree,17,4082,183,10.51,88.15,UK,36.61
Water quality scientist,Education,Decreasing,Moderate,71507.11,Bachelor’s Degree,20,4065,4200,9.28,34.82,Canada,55.86
Chief Strategy Officer,Entertainment,Increasing,Moderate,123521.47,High School,5,9020,9840,98.9,88.97,Brazil,76.85
Freight forwarder,Transportation,Increasing,Low,121977.57,PhD,9,1647,9715,16.73,77.84,Germany,78.95
Academic librarian,Finance,Increasing,High,96920.46,Master’s Degree,12,171,2048,86.46,34.79,Brazil,44.2
"Engineer, drilling",IT,Increasing,Low,75200.82,High School,15,7488,3466,46.18,67.17,India,39.76
Medical illustrator,Entertainment,Increasing,Moderate,54193.5,Bachelor’s Degree,0,9505,9788,26.62,71.22,India,48.39
Event organiser,Finance,Decreasing,Low,90880.6,PhD,0,9151,6922,36.1,77.09,Australia,36.09
Radio broadcast assistant,Transportation,Decreasing,Low,32202.96,Bachelor’s Degree,20,3910,2690,97.01,58.07,USA,40.18
"Psychotherapist, child",Manufacturing,Increasing,High,141215.12,PhD,4,7949,4352,72.32,35.77,India,28.68
Patent attorney,Manufacturing,Decreasing,Low,124541.7,PhD,18,735,6798,42.51,28.99,Brazil,40.45
Industrial buyer,Finance,Decreasing,Low,65557.27,Associate Degree,14,8119,8676,80.71,35.49,Australia,35.87
Radio broadcast assistant,Manufacturing,Decreasing,High,100232.27,PhD,6,2310,3743,15.0,93.9,Canada,21.94
"Physicist, medical",Transportation,Decreasing,Low,116805.94,PhD,1,8554,9875,71.13,25.11,USA,50.51
Acupuncturist,Healthcare,Increasing,Low,137728.01,Associate Degree,6,2626,1807,62.29,56.85,Germany,38.74
"Conservator, museum/gallery",Finance,Decreasing,Low,93738.76,Bachelor’s Degree,8,890,158,91.58,52.4,India,43.62
"Doctor, hospital",Healthcare,Increasing,Moderate,66775.95,Master’s Degree,11,2112,6354,89.3,5.16,USA,27.01
Furniture designer,Education,Increasing,Moderate,86801.76,PhD,5,585,4038,0.68,10.85,Australia,29.52
"Editor, commissioning",Transportation,Decreasing,High,98422.61,Bachelor’s Degree,16,493,9989,72.56,55.82,Brazil,45.99
"Development worker, international aid",Education,Increasing,Low,117795.13,Master’s Degree,19,2936,5356,62.78,84.63,Germany,58.49
"Programme researcher, broadcasting/film/video",Healthcare,Decreasing,Moderate,79277.63,Bachelor’s Degree,16,7915,5667,24.38,17.99,Australia,42.39
Ship broker,IT,Increasing,High,34342.57,Associate Degree,6,7804,8895,80.76,54.44,UK,62.42
"Designer, furniture",Education,Increasing,Low,46592.76,Bachelor’s Degree,20,1599,1981,33.77,26.47,UK,63.1
"Investment banker, corporate",Transportation,Increasing,Low,136719.83,Bachelor’s Degree,4,1953,8695,67.95,37.91,China,74.1
Advice worker,Finance,Increasing,Moderate,111306.6,High School,9,9371,814,61.98,93.21,Australia,64.63
"Teacher, primary school",IT,Decreasing,High,146448.21,High School,14,1772,2248,49.72,36.67,Australia,77.31
Public affairs consultant,Entertainment,Decreasing,Low,97977.75,High School,18,6803,4169,50.41,53.47,China,37.73
Paediatric nurse,Entertainment,Increasing,High,102326.04,Master’s Degree,6,3642,3997,36.04,28.55,Australia,65.74
"Merchandiser, retail",IT,Increasing,Low,90958.51,Master’s Degree,8,2667,4072,52.88,43.67,India,49.29
Operational investment banker,Finance,Decreasing,High,149611.14,Associate Degree,8,7529,7562,12.95,86.58,Brazil,78.29
"Psychologist, occupational",Education,Increasing,Low,44651.42,Bachelor’s Degree,10,4842,5467,54.15,67.39,Brazil,78.87
"Engineer, technical sales",IT,Decreasing,Low,62692.71,High School,13,8444,2843,34.14,39.19,Germany,39.27
Photographer,Entertainment,Increasing,Low,117919.13,Bachelor’s Degree,4,9316,8723,14.41,73.48,Germany,23.49
Chief of Staff,Healthcare,Decreasing,Low,51635.26,PhD,5,712,8839,18.52,45.75,Germany,33.77
Production manager,Healthcare,Decreasing,Moderate,83111.88,Master’s Degree,4,1723,2686,74.91,97.57,Australia,38.69
Civil Service fast streamer,Healthcare,Decreasing,High,34903.06,PhD,3,7384,3308,92.98,76.05,UK,40.42
Insurance underwriter,IT,Increasing,Low,49340.15,PhD,7,3722,6907,38.31,25.03,Germany,39.73
Midwife,IT,Decreasing,Moderate,78231.32,PhD,18,228,9790,7.23,50.45,USA,76.78
Software engineer,Finance,Increasing,Low,97983.1,Bachelor’s Degree,14,3010,5340,61.84,93.49,UK,65.19
Chief Strategy Officer,Entertainment,Increasing,Low,59569.64,High School,14,7434,6641,45.03,43.63,USA,23.71
Corporate treasurer,Finance,Decreasing,Low,133290.47,Master’s Degree,11,3169,7987,84.28,65.86,UK,41.21
"Producer, radio",IT,Decreasing,Low,89267.67,Bachelor’s Degree,7,7903,5807,0.78,71.15,Germany,77.91
Patent examiner,Finance,Decreasing,High,80490.03,Associate Degree,11,1314,6683,55.71,99.57,Germany,29.97
Social worker,Healthcare,Decreasing,Moderate,125266.23,Bachelor’s Degree,18,4445,4928,98.37,63.52,USA,68.06
Conference centre manager,Transportation,Increasing,Low,61872.08,High School,16,4270,6732,95.8,10.79,Germany,66.22
"Merchandiser, retail",Retail,Decreasing,High,34121.29,Bachelor’s Degree,17,3259,5065,90.86,29.36,Brazil,72.96
Orthoptist,Retail,Increasing,Low,81968.62,Bachelor’s Degree,13,7574,4592,26.26,64.29,China,72.17
"Designer, interior/spatial",Entertainment,Increasing,High,35603.36,Bachelor’s Degree,2,5626,6606,51.0,19.11,Brazil,74.17
Automotive engineer,Transportation,Decreasing,High,113550.68,Associate Degree,14,4732,672,34.54,93.1,UK,51.02
Landscape architect,IT,Increasing,High,65963.89,High School,6,248,5212,96.37,41.74,Germany,79.2
Event organiser,IT,Decreasing,Low,145382.01,Associate Degree,9,228,4620,46.75,17.23,China,32.16
Television floor manager,Manufacturing,Increasing,Moderate,107020.32,Master’s Degree,10,3978,8683,90.01,45.08,Brazil,27.48
Proofreader,Healthcare,Decreasing,Low,129048.24,Associate Degree,17,3648,3516,50.55,13.98,India,63.4
"Engineer, broadcasting (operations)",Finance,Decreasing,Moderate,41186.6,Master’s Degree,14,9874,9474,42.21,22.34,India,61.1
Maintenance engineer,Education,Decreasing,Low,99340.89,Master’s Degree,7,533,2944,72.92,73.31,China,61.12
"Designer, multimedia",Education,Increasing,High,35545.2,Associate Degree,5,4434,1898,68.58,99.98,China,33.88
Ambulance person,Transportation,Decreasing,High,78482.0,Associate Degree,11,1928,5122,49.05,80.99,USA,38.61
Industrial buyer,Healthcare,Decreasing,High,144586.81,Master’s Degree,5,1966,446,31.95,75.36,Brazil,20.78
Immigration officer,Retail,Decreasing,High,112637.9,PhD,18,8174,653,24.08,38.05,Canada,37.74
"Therapist, sports",Transportation,Decreasing,Low,85372.18,Bachelor’s Degree,20,1294,1237,92.13,31.8,Canada,59.44
Paediatric nurse,IT,Decreasing,Low,124953.39,Associate Degree,7,5426,2653,57.51,75.96,China,36.47
"Engineer, land",Retail,Decreasing,Low,87242.42,Master’s Degree,15,5698,1648,36.33,49.39,USA,66.8
Production manager,IT,Decreasing,Moderate,118892.54,High School,3,8981,7626,65.24,95.88,India,55.28
Advertising account planner,Entertainment,Decreasing,Low,135000.8,High School,20,9941,2041,73.41,95.22,UK,21.57
"Pharmacist, community",Transportation,Decreasing,Moderate,82532.98,High School,7,8648,1856,43.37,47.93,Australia,45.87
Environmental manager,Retail,Increasing,Low,125084.04,Master’s Degree,13,9068,5432,25.1,59.96,Australia,73.48
"Programmer, multimedia",Manufacturing,Decreasing,High,102347.7,Bachelor’s Degree,19,6380,9072,57.0,61.4,UK,53.96
Sports administrator,Manufacturing,Increasing,High,92190.76,Bachelor’s Degree,8,3671,5747,74.55,54.16,Australia,58.87
Maintenance engineer,Healthcare,Increasing,High,87984.24,Associate Degree,13,601,7496,38.89,71.93,China,65.54
Chief Executive Officer,IT,Increasing,Low,72611.62,Associate Degree,19,9356,1581,64.77,79.71,China,26.98
Energy manager,Transportation,Decreasing,Low,78163.1,High School,0,8968,5191,10.38,7.22,Brazil,53.99
Chief Technology Officer,Healthcare,Decreasing,High,128554.35,PhD,12,7721,2463,63.42,8.06,Germany,49.85
Geoscientist,Healthcare,Decreasing,High,34050.96,Associate Degree,13,9241,1432,75.6,33.82,China,64.41
Psychiatrist,IT,Increasing,High,105615.55,Associate Degree,2,4156,9808,62.03,94.05,USA,46.24
Advertising account planner,Entertainment,Decreasing,Low,104135.53,PhD,16,4239,8867,20.21,12.67,India,35.36
Warehouse manager,Transportation,Increasing,Moderate,149772.07,Master’s Degree,14,4215,568,59.37,94.57,USA,74.87
Research scientist (life sciences),Finance,Decreasing,High,100904.37,High School,10,482,5157,95.08,58.05,UK,75.01
"Teacher, music",Retail,Decreasing,Low,118921.52,Bachelor’s Degree,11,6081,8784,53.13,24.82,Germany,24.24
Video editor,IT,Decreasing,Moderate,57993.62,Bachelor’s Degree,5,7858,5262,22.04,46.64,Australia,71.98
"Conservator, furniture",Education,Decreasing,Low,36970.31,PhD,10,5609,4008,26.83,41.4,India,42.54
Commissioning editor,Entertainment,Decreasing,Moderate,88023.57,PhD,7,6325,7159,2.76,98.12,USA,65.02
"Nurse, children's",Education,Decreasing,High,98670.19,Bachelor’s Degree,5,5891,9917,41.42,54.47,Germany,60.26
Event organiser,Retail,Decreasing,High,94685.14,Master’s Degree,11,8381,6365,76.63,4.78,China,73.03
Recruitment consultant,Entertainment,Increasing,High,51927.13,Associate Degree,15,2644,9784,3.75,71.5,USA,70.61
Volunteer coordinator,IT,Decreasing,High,79278.78,High School,9,3511,4201,66.23,2.99,USA,44.39
Purchasing manager,Finance,Increasing,Moderate,54793.25,PhD,11,8066,1404,72.13,73.12,UK,75.89
Glass blower/designer,Healthcare,Decreasing,High,76695.72,Bachelor’s Degree,12,3068,8459,12.22,34.38,Canada,48.04
Petroleum engineer,Retail,Increasing,Low,62149.86,High School,19,2915,6747,1.7,58.36,Brazil,26.26
Marketing executive,Manufacturing,Increasing,Low,60226.37,PhD,3,6589,9225,25.97,65.5,Germany,75.67
Clinical psychologist,IT,Decreasing,Low,140986.68,Bachelor’s Degree,12,2373,8928,82.12,39.57,Germany,35.32
Records manager,Retail,Decreasing,Low,79818.13,Bachelor’s Degree,2,1611,8256,71.23,40.92,Canada,40.23
Community arts worker,Manufacturing,Increasing,Moderate,71746.0,PhD,10,5834,1618,92.03,5.51,China,72.96
"Development worker, international aid",Manufacturing,Increasing,Low,137895.8,Bachelor’s Degree,4,781,3187,68.98,13.3,Germany,33.83
"Conservator, furniture",Healthcare,Decreasing,High,146011.78,Master’s Degree,17,8832,9270,15.26,23.97,UK,44.23
Careers adviser,Entertainment,Decreasing,Low,72555.81,Bachelor’s Degree,14,7306,369,82.14,37.46,Brazil,42.98
Photographer,IT,Decreasing,Moderate,64517.6,High School,19,1382,8095,1.75,9.6,UK,66.23
Commercial horticulturist,Entertainment,Decreasing,High,91447.63,Bachelor’s Degree,18,7443,1676,29.9,16.13,Germany,47.0
Occupational therapist,Healthcare,Increasing,Low,39275.17,PhD,16,1211,7613,59.14,44.42,Germany,27.13
"Surveyor, rural practice",Healthcare,Increasing,High,114531.48,Bachelor’s Degree,9,238,1617,61.59,17.75,China,57.47
Armed forces logistics/support/administrative officer,Manufacturing,Decreasing,Moderate,71505.62,Bachelor’s Degree,12,1877,6208,81.04,88.05,India,71.73
"Lecturer, further education",Entertainment,Increasing,High,39422.9,Master’s Degree,20,5824,1977,88.12,33.15,UK,33.09
Ranger/warden,Transportation,Decreasing,Moderate,89089.7,Master’s Degree,0,3864,3596,70.18,55.09,Canada,67.54
Company secretary,Transportation,Decreasing,Low,46615.03,Bachelor’s Degree,6,7531,5105,98.0,68.19,China,68.89
Printmaker,Healthcare,Decreasing,Low,33914.75,Associate Degree,15,3832,4921,15.18,18.02,Canada,76.63
"Editor, magazine features",Retail,Increasing,Low,78123.7,Associate Degree,11,2575,241,19.0,88.8,Canada,43.32
"Engineer, aeronautical",Finance,Increasing,High,94303.28,Bachelor’s Degree,1,4670,4132,60.54,14.8,Australia,32.32
Patent attorney,Retail,Decreasing,Moderate,104551.54,Associate Degree,10,2671,8571,52.06,96.02,China,66.15
"Scientist, physiological",Retail,Decreasing,Low,144053.09,Bachelor’s Degree,10,5404,1493,47.49,85.68,Canada,79.94
Contracting civil engineer,Transportation,Decreasing,Low,77444.54,High School,9,3971,3529,6.9,37.17,Australia,21.74
Orthoptist,Retail,Decreasing,Low,93616.44,Associate Degree,20,8385,6428,28.18,13.81,India,45.76
Midwife,Education,Increasing,High,68265.67,Bachelor’s Degree,9,3023,6593,95.87,33.2,China,41.49
Soil scientist,IT,Decreasing,Moderate,122947.41,PhD,5,7675,190,32.96,89.28,USA,66.09
"Engineer, manufacturing systems",Manufacturing,Increasing,High,51433.78,Associate Degree,14,4826,8228,59.1,97.51,USA,65.55
Herbalist,Retail,Decreasing,Low,48870.4,Bachelor’s Degree,0,5801,9594,0.11,39.37,USA,42.79
"Administrator, local government",Entertainment,Decreasing,Moderate,51852.21,PhD,16,8600,3939,91.71,11.57,China,42.83
Chartered accountant,Entertainment,Decreasing,Low,70580.67,PhD,18,1011,2487,43.42,45.52,UK,24.87
Graphic designer,Finance,Decreasing,Low,71552.15,Bachelor’s Degree,12,8284,5267,74.28,68.5,Brazil,65.46
Ship broker,Finance,Increasing,Moderate,73487.31,Bachelor’s Degree,11,3641,5970,7.78,83.69,Germany,65.37
Print production planner,Healthcare,Increasing,High,127986.28,Associate Degree,17,8508,4614,62.19,60.67,USA,57.28
"Administrator, local government",Retail,Decreasing,Moderate,52914.21,High School,7,1707,3832,14.7,78.72,China,77.81
"Buyer, retail",Retail,Increasing,Low,79270.91,Bachelor’s Degree,12,1390,6767,29.54,19.78,India,24.82
International aid/development worker,Entertainment,Decreasing,Low,48355.21,Associate Degree,4,183,500,81.94,71.74,UK,65.73
"Engineer, communications",Transportation,Increasing,High,34158.31,High School,9,7269,6281,67.4,14.8,Canada,49.83
Television camera operator,Healthcare,Increasing,Moderate,143969.13,Associate Degree,9,8776,9657,33.06,68.81,China,41.17
"Engineer, communications",Retail,Increasing,Moderate,126822.31,Bachelor’s Degree,20,2327,4144,19.43,84.36,USA,24.11
"Restaurant manager, fast food",Healthcare,Decreasing,High,58589.96,High School,18,3839,9131,6.55,51.17,Germany,69.86
Technical sales engineer,Finance,Increasing,Low,113255.72,Master’s Degree,19,4850,9779,80.55,7.95,Germany,51.98
"Conservation officer, historic buildings",Healthcare,Increasing,Moderate,128603.78,PhD,1,6967,9064,18.25,82.13,Germany,40.34
"Secretary, company",Healthcare,Decreasing,Moderate,64615.38,High School,13,6634,778,16.55,65.28,Canada,31.62
"Teacher, special educational needs",Retail,Decreasing,Low,67778.28,Bachelor’s Degree,17,7107,2400,27.93,46.47,Australia,27.53
Armed forces training and education officer,Entertainment,Decreasing,Moderate,67734.99,High School,12,3462,7617,98.64,58.69,Germany,71.19
Chief Technology Officer,Manufacturing,Decreasing,High,119553.12,Master’s Degree,3,646,2813,63.45,22.95,Canada,48.7
Warehouse manager,Healthcare,Increasing,Moderate,77970.65,PhD,6,3750,2791,13.86,34.33,UK,27.87
Editorial assistant,Retail,Decreasing,High,33888.41,Master’s Degree,3,2461,8786,78.37,91.82,Germany,72.98
English as a foreign language teacher,Entertainment,Decreasing,Low,115343.99,Associate Degree,0,852,9931,95.99,91.78,USA,65.58
Public relations officer,IT,Increasing,Low,77580.36,Master’s Degree,13,7391,4295,7.27,66.16,USA,24.16
Amenity horticulturist,Retail,Decreasing,Moderate,52805.87,PhD,7,8295,2522,79.23,64.52,UK,34.88
Accounting technician,Retail,Increasing,High,64902.02,PhD,9,6796,5657,40.65,82.76,UK,60.36
Environmental consultant,Finance,Increasing,Moderate,71283.61,Master’s Degree,17,8039,9804,5.37,11.99,Germany,37.52
Ceramics designer,Retail,Decreasing,Moderate,84254.88,High School,18,3883,441,55.21,78.34,Canada,45.17
Armed forces operational officer,IT,Decreasing,Moderate,71047.82,Bachelor’s Degree,9,870,9122,7.75,43.24,Canada,60.99
Community arts worker,IT,Increasing,Moderate,111931.25,Bachelor’s Degree,1,9671,8949,77.32,2.85,USA,71.33
Technical brewer,Healthcare,Increasing,Low,58383.64,Master’s Degree,16,3284,7518,5.65,98.15,India,36.45
Travel agency manager,Education,Increasing,Low,74572.59,PhD,17,9837,4692,88.33,96.46,India,77.9
Volunteer coordinator,Finance,Decreasing,High,79542.88,Associate Degree,0,7562,4382,77.28,25.87,Canada,22.28
"Accountant, chartered public finance",IT,Decreasing,Moderate,59688.86,Associate Degree,14,9478,8090,91.82,27.58,UK,25.25
Aeronautical engineer,Manufacturing,Decreasing,Low,83610.13,High School,9,2321,3470,76.85,73.62,UK,47.07
Music therapist,Retail,Increasing,Low,108673.88,High School,9,3928,572,23.83,0.6,Germany,69.17
Lawyer,Transportation,Decreasing,High,72840.96,Master’s Degree,19,8939,1829,29.44,45.5,Australia,51.77
"Engineer, agricultural",Finance,Increasing,High,70096.92,PhD,2,8033,7808,38.81,19.46,China,52.65
"Administrator, education",Entertainment,Increasing,Moderate,65344.25,Associate Degree,15,5342,5848,49.3,88.56,USA,28.89
Private music teacher,Healthcare,Decreasing,High,133160.39,High School,19,5410,124,5.69,92.08,Brazil,76.13
Broadcast presenter,Entertainment,Increasing,Moderate,94927.4,Master’s Degree,10,8540,6699,29.81,19.98,Australia,54.92
"Administrator, Civil Service",Entertainment,Increasing,High,115833.54,PhD,12,2249,8610,74.57,46.55,India,36.98
Housing manager/officer,Retail,Increasing,Moderate,111438.28,Associate Degree,19,1161,4369,59.83,23.88,UK,32.4
Estate manager/land agent,Manufacturing,Decreasing,Low,149476.73,High School,7,4373,4440,71.13,22.97,China,52.79
"Engineer, technical sales",Finance,Decreasing,Low,65502.82,Bachelor’s Degree,7,3240,3562,3.01,63.88,China,47.0
Chemical engineer,Entertainment,Decreasing,Moderate,139411.41,High School,20,1906,5859,20.72,40.73,UK,76.23
Insurance underwriter,IT,Increasing,Low,37329.19,Associate Degree,4,1368,8960,14.74,53.73,Brazil,72.57
Diagnostic radiographer,Manufacturing,Decreasing,Low,56451.94,Associate Degree,9,1624,7963,59.56,23.82,Germany,45.33
"Engineer, water",Finance,Increasing,Moderate,98244.52,PhD,12,5842,8644,31.48,66.84,Australia,75.2
"Therapist, sports",Retail,Decreasing,Low,32652.44,Master’s Degree,7,6832,1414,56.47,47.11,India,34.53
Financial manager,IT,Decreasing,Moderate,56699.25,PhD,3,2739,276,43.36,86.6,Brazil,20.52
"Secretary, company",Transportation,Decreasing,Moderate,44543.08,High School,12,459,5546,57.85,84.08,Brazil,37.08
"Engineer, electrical",Finance,Decreasing,Moderate,122199.06,PhD,10,2044,3596,82.46,46.49,USA,60.24
Associate Professor,Entertainment,Increasing,Low,45708.24,Associate Degree,17,959,8700,95.59,27.4,India,30.5
Translator,Manufacturing,Increasing,Low,108275.77,Associate Degree,19,4661,7851,42.96,64.49,China,58.81
Automotive engineer,Entertainment,Increasing,Moderate,99154.4,High School,11,959,9358,67.1,10.11,UK,24.43
"Surveyor, planning and development",Retail,Increasing,Moderate,68816.59,Master’s Degree,1,4651,4014,33.24,81.9,Australia,33.93
Operations geologist,Healthcare,Decreasing,Moderate,51977.43,Bachelor’s Degree,16,1111,2652,34.0,62.43,UK,49.15
Illustrator,Retail,Increasing,High,142769.65,PhD,1,8935,1332,55.36,43.63,China,61.19
"Engineer, biomedical",Finance,Increasing,High,31944.93,PhD,0,3886,1717,42.21,46.09,China,35.19
"Surveyor, insurance",Transportation,Increasing,Moderate,111235.68,High School,12,220,2756,37.19,99.97,Australia,67.98
Armed forces training and education officer,Education,Decreasing,Moderate,71990.35,Bachelor’s Degree,18,6583,1110,88.3,53.62,UK,40.54
Administrator,IT,Increasing,Moderate,94544.93,Associate Degree,16,1770,8339,55.16,99.22,Germany,43.67
Camera operator,Transportation,Increasing,Low,136212.32,Associate Degree,17,6618,3007,10.4,67.22,Brazil,61.8
Commercial/residential surveyor,IT,Increasing,Low,109616.64,High School,6,3793,9957,80.41,22.71,Germany,70.51
TEFL teacher,Retail,Decreasing,Low,117713.37,Master’s Degree,14,7575,1541,85.93,81.09,Canada,66.37
Paediatric nurse,Finance,Decreasing,Moderate,36248.92,PhD,4,3499,9822,93.55,45.54,India,24.92
Biomedical engineer,Entertainment,Decreasing,Low,147920.22,Master’s Degree,6,8901,9530,38.22,0.46,Brazil,57.68
"Accountant, chartered management",IT,Decreasing,Low,80485.16,PhD,5,1817,7985,35.55,20.53,Germany,22.93
"Engineer, site",IT,Increasing,High,130910.27,PhD,17,1370,3088,33.66,83.39,UK,68.38
Oceanographer,Healthcare,Decreasing,Moderate,88966.21,Associate Degree,8,8961,8683,84.62,56.96,China,68.01
Translator,Manufacturing,Increasing,Moderate,77326.03,Bachelor’s Degree,8,8487,930,78.86,95.04,Australia,41.54
Dispensing optician,Retail,Decreasing,High,48178.09,Associate Degree,5,570,265,24.39,86.9,China,54.49
Chiropodist,Healthcare,Decreasing,Moderate,66459.62,High School,19,4341,3505,75.62,67.06,China,79.59
Dancer,Transportation,Decreasing,Low,118635.23,Associate Degree,3,3614,8938,55.56,15.43,UK,68.51
"Engineer, materials",Entertainment,Increasing,Moderate,41387.29,Master’s Degree,17,1968,459,16.01,8.78,UK,23.51
Paediatric nurse,Education,Increasing,Low,95656.02,Associate Degree,1,7499,2352,40.86,47.59,Australia,68.18
Psychiatric nurse,Retail,Decreasing,Low,56514.71,PhD,4,4691,6803,19.3,66.26,China,45.43
Automotive engineer,Finance,Increasing,High,57865.65,High School,11,1610,3191,28.24,43.61,China,31.15
"Scientist, water quality",IT,Decreasing,Low,52004.61,Associate Degree,15,4211,3412,97.1,80.29,Brazil,49.09
Sport and exercise psychologist,Education,Decreasing,Moderate,139371.08,High School,9,1965,2723,12.37,47.01,Germany,67.16
Estate agent,IT,Increasing,High,40028.44,High School,11,7936,427,18.65,59.98,Canada,49.96
Insurance risk surveyor,Manufacturing,Decreasing,Moderate,147969.89,Master’s Degree,18,1432,7647,80.5,16.55,Germany,33.38
"Pharmacist, hospital",Retail,Decreasing,High,102673.83,High School,12,6439,9436,6.74,54.82,USA,27.33
Banker,Education,Decreasing,Low,80069.57,Master’s Degree,12,8642,4535,93.61,21.4,USA,74.9
Amenity horticulturist,Manufacturing,Increasing,Moderate,65608.85,Master’s Degree,11,2648,6177,44.7,74.4,Australia,54.01
Community education officer,Manufacturing,Increasing,Low,84599.19,Bachelor’s Degree,11,1596,5715,6.05,70.82,China,44.53
Teaching laboratory technician,Healthcare,Increasing,High,116813.46,PhD,4,4702,1298,28.65,52.19,Australia,42.98
Lawyer,Retail,Decreasing,High,67401.89,Associate Degree,1,9917,3640,81.54,80.26,Germany,32.78
Fine artist,Healthcare,Decreasing,Moderate,100669.51,Bachelor’s Degree,5,4169,5562,88.01,22.55,Germany,25.16
Broadcast journalist,Education,Increasing,Moderate,100229.22,Bachelor’s Degree,10,236,6339,96.22,92.99,UK,72.07
Financial controller,Finance,Decreasing,Low,45653.79,Bachelor’s Degree,11,7632,7136,89.58,43.42,Australia,52.78
Geoscientist,Manufacturing,Decreasing,High,132069.71,Associate Degree,5,5991,4769,46.22,90.07,Germany,65.08
Television production assistant,Transportation,Decreasing,Low,53484.77,Bachelor’s Degree,15,675,4612,32.4,82.65,Germany,71.46
Air broker,Transportation,Increasing,Moderate,112436.38,Master’s Degree,8,6087,3640,15.52,80.14,India,46.58
Naval architect,Transportation,Decreasing,Moderate,123051.7,Master’s Degree,12,561,6692,77.25,48.02,China,65.34
Chemical engineer,Healthcare,Decreasing,Low,113873.42,Master’s Degree,2,8994,2288,86.34,75.68,USA,38.2
Applications developer,Education,Decreasing,Moderate,98581.61,PhD,19,3177,613,10.51,36.21,Germany,23.67
Medical illustrator,IT,Decreasing,High,63016.08,Associate Degree,1,4871,4042,67.48,58.85,Australia,50.62
Cartographer,Transportation,Increasing,Low,88440.91,Bachelor’s Degree,18,411,115,65.88,18.41,Brazil,28.68
Lobbyist,Finance,Decreasing,Low,93376.52,Master’s Degree,1,3224,8020,22.29,62.59,Australia,61.98
Sports coach,Transportation,Decreasing,Moderate,138882.47,PhD,11,5180,1249,96.04,43.17,UK,43.4
Site engineer,Entertainment,Increasing,High,35372.02,Associate Degree,18,8195,1162,41.29,25.62,China,47.41
"Production assistant, radio",Manufacturing,Decreasing,Moderate,138133.38,Bachelor’s Degree,4,6637,3877,48.95,18.11,India,56.65
Customer service manager,IT,Increasing,High,132698.8,Bachelor’s Degree,1,5795,9973,68.33,9.55,India,73.92
Adult nurse,Finance,Decreasing,Low,102364.91,PhD,3,9629,751,97.62,25.05,Australia,61.69
"Engineer, broadcasting (operations)",Finance,Decreasing,High,105126.28,Master’s Degree,5,5414,6954,35.55,64.17,USA,77.45
Public librarian,Entertainment,Decreasing,Low,130862.66,Bachelor’s Degree,4,3094,8770,85.26,96.49,UK,47.23
Commissioning editor,Transportation,Decreasing,Moderate,88593.48,High School,5,8106,2849,8.98,91.17,China,40.97
Higher education lecturer,Manufacturing,Decreasing,Low,125089.17,Bachelor’s Degree,0,6980,2891,0.62,12.9,USA,57.47
Armed forces training and education officer,Retail,Increasing,Low,132209.27,PhD,8,6914,6822,60.17,77.52,China,22.96
"Engineer, site",Finance,Increasing,Moderate,147676.2,Associate Degree,17,2919,323,48.25,9.98,UK,50.6
Fish farm manager,Finance,Decreasing,Low,70705.45,Bachelor’s Degree,8,675,5029,84.3,87.83,UK,32.87
Mining engineer,Manufacturing,Increasing,Moderate,43367.34,Master’s Degree,8,6661,7366,94.53,62.08,India,54.37
Pharmacologist,Finance,Decreasing,Moderate,141714.8,Associate Degree,7,1763,8189,4.72,40.58,Canada,54.17
Oncologist,Entertainment,Decreasing,High,108029.25,Master’s Degree,15,7746,8385,26.07,78.87,Canada,76.67
Oncologist,Entertainment,Increasing,Low,94453.28,Master’s Degree,18,9979,449,70.4,98.29,China,22.19
Press sub,Education,Decreasing,High,133953.18,Bachelor’s Degree,0,5934,1595,94.49,85.58,USA,37.42
Radio broadcast assistant,Finance,Decreasing,Moderate,132991.08,PhD,14,4586,7551,1.4,58.22,Germany,61.76
"Scientist, forensic",Finance,Decreasing,Moderate,67495.78,Bachelor’s Degree,7,7336,999,25.07,87.62,Canada,50.21
Logistics and distribution manager,Transportation,Decreasing,High,78753.41,High School,15,2026,6316,21.72,46.79,India,70.08
Financial manager,Transportation,Increasing,Moderate,45450.82,Master’s Degree,11,2385,3088,15.15,26.8,UK,41.2
Exercise physiologist,Entertainment,Decreasing,Moderate,45960.24,Associate Degree,19,5552,8504,52.49,2.46,Australia,37.26
Chief of Staff,Healthcare,Increasing,High,133084.45,High School,2,3078,7686,13.89,94.2,Canada,64.4
"Nurse, learning disability",Finance,Decreasing,Moderate,62101.3,Bachelor’s Degree,12,8753,7738,43.46,42.81,India,65.65
Cartographer,Finance,Increasing,Moderate,44936.31,Master’s Degree,0,8672,6578,29.21,94.73,Canada,71.34
"Psychologist, counselling",Education,Increasing,High,91941.44,PhD,17,7633,7768,56.08,85.04,Germany,30.04
IT consultant,Education,Increasing,Low,43811.87,Bachelor’s Degree,5,2511,3138,40.63,30.05,Germany,21.24
Trade mark attorney,Healthcare,Increasing,High,61595.24,Bachelor’s Degree,3,9605,1781,92.99,22.78,Canada,67.36
Merchant navy officer,Transportation,Decreasing,High,39920.9,Associate Degree,8,4053,5520,68.68,35.2,Germany,27.38
Media buyer,Healthcare,Increasing,Moderate,76209.34,Associate Degree,13,6547,2146,58.65,88.4,Germany,54.8
Music therapist,Retail,Increasing,Low,84270.14,Associate Degree,6,4420,4081,92.15,41.9,Australia,51.2
Recruitment consultant,Finance,Decreasing,Moderate,54020.21,Master’s Degree,5,4243,9177,92.62,93.43,Germany,49.11
Press sub,Entertainment,Decreasing,Low,144255.0,PhD,1,5556,4627,1.32,59.78,India,79.42
Corporate treasurer,Finance,Increasing,Low,96361.54,High School,13,9004,3388,79.05,49.13,Germany,63.65
"Engineer, production",Healthcare,Decreasing,Moderate,43044.24,Associate Degree,17,5099,5823,37.46,74.22,Brazil,74.3
Data scientist,Entertainment,Decreasing,Low,86723.62,Master’s Degree,1,5519,4183,58.55,65.57,USA,40.75
"Geologist, wellsite",Transportation,Decreasing,High,36283.38,Associate Degree,13,5620,865,92.69,81.43,Canada,41.43
Ranger/warden,Retail,Increasing,Moderate,32345.17,PhD,5,7776,9239,28.24,8.86,China,22.13
Town planner,Manufacturing,Increasing,Moderate,98749.78,PhD,17,8392,5716,45.69,22.04,Brazil,30.97
Writer,Education,Decreasing,Low,45639.99,Associate Degree,8,459,2760,87.27,61.57,China,26.55
Magazine features editor,Entertainment,Increasing,Low,73985.89,High School,3,5623,646,50.62,43.37,UK,22.79
"Journalist, broadcasting",Transportation,Decreasing,High,112120.44,Master’s Degree,0,1793,1733,56.49,9.83,Australia,61.71
Historic buildings inspector/conservation officer,IT,Decreasing,Low,38181.37,High School,3,2817,2928,8.16,53.02,USA,36.14
Quantity surveyor,Healthcare,Decreasing,Low,115578.7,High School,6,4289,5826,5.03,26.58,UK,51.89
Chartered accountant,IT,Increasing,High,149983.06,PhD,19,4547,1146,26.32,54.82,Brazil,69.24
Information officer,Finance,Increasing,Low,86589.58,PhD,12,2712,1052,61.7,51.23,Brazil,28.08
"Nurse, adult",Manufacturing,Increasing,Moderate,114959.2,PhD,1,1995,6107,16.95,24.66,USA,29.05
Lawyer,Education,Decreasing,Low,142755.45,Bachelor’s Degree,10,3726,6324,27.45,27.17,Brazil,40.77
"Secretary, company",Transportation,Increasing,Moderate,117908.35,Bachelor’s Degree,17,8850,4322,64.88,46.89,India,35.52
"Development worker, community",Manufacturing,Decreasing,High,100325.74,Bachelor’s Degree,11,7355,9436,58.59,0.98,China,51.28
Medical laboratory scientific officer,Manufacturing,Decreasing,High,38079.05,PhD,14,6991,6479,69.92,74.52,India,69.66
"Teacher, primary school",Healthcare,Decreasing,Low,63323.42,High School,12,4193,261,85.57,83.24,Canada,34.4
Chief Technology Officer,Finance,Decreasing,Moderate,148819.95,PhD,11,8080,1701,83.68,19.97,Germany,34.18
Petroleum engineer,Entertainment,Decreasing,Low,130984.25,PhD,0,9237,9389,80.6,51.3,Germany,61.22
Financial planner,IT,Increasing,High,109421.37,Bachelor’s Degree,4,985,3954,86.79,26.07,China,28.8
Acupuncturist,Transportation,Increasing,Low,60928.54,High School,5,5191,7174,16.64,70.94,Brazil,29.51
Occupational hygienist,Manufacturing,Increasing,High,46541.11,Associate Degree,6,4975,5129,56.11,72.01,Germany,42.97
Accounting technician,Education,Decreasing,Moderate,31385.51,Master’s Degree,12,2762,5483,85.72,90.3,India,26.51
"Administrator, sports",Entertainment,Decreasing,Low,99602.5,High School,10,6436,4202,54.16,93.55,Australia,72.69
"Administrator, arts",Manufacturing,Decreasing,Moderate,117285.16,High School,13,7729,6849,23.63,13.15,India,74.21
Meteorologist,Manufacturing,Increasing,Low,52489.47,Bachelor’s Degree,2,7151,2963,44.47,54.46,Australia,46.96
Commercial horticulturist,Transportation,Decreasing,High,64796.35,PhD,11,6525,222,74.87,93.99,UK,31.12
Bonds trader,Transportation,Increasing,High,36899.69,Bachelor’s Degree,1,7024,8597,29.39,60.05,China,22.97
Social researcher,IT,Increasing,Low,51704.5,Bachelor’s Degree,15,4413,560,22.92,93.52,Canada,35.7
"Horticulturist, amenity",Retail,Decreasing,High,105439.37,PhD,17,6858,1543,57.02,28.05,Australia,74.19
Water quality scientist,Manufacturing,Decreasing,High,127155.47,PhD,10,6108,4041,8.32,79.54,USA,41.76
"Research officer, political party",Education,Decreasing,Moderate,129440.41,Associate Degree,16,3601,4289,25.13,85.56,India,49.56
Print production planner,Healthcare,Increasing,Moderate,117820.53,Bachelor’s Degree,19,1817,6711,12.55,72.76,Australia,64.84
Leisure centre manager,Transportation,Increasing,Moderate,66301.52,PhD,15,6583,7830,70.1,31.6,India,77.92
Drilling engineer,Education,Increasing,High,47280.64,Master’s Degree,16,6798,6212,76.66,20.86,China,56.43
"Therapist, occupational",Transportation,Decreasing,Low,58176.9,Bachelor’s Degree,3,5902,2164,9.62,10.65,Australia,54.41
"Therapist, occupational",Healthcare,Decreasing,High,32230.16,Bachelor’s Degree,2,2709,1498,90.32,83.87,Brazil,38.32
Web designer,IT,Increasing,Low,64218.13,Bachelor’s Degree,12,1108,8829,13.46,21.46,China,70.57
Meteorologist,Finance,Decreasing,Low,36843.45,Associate Degree,5,3481,4615,33.36,66.29,Australia,57.43
Astronomer,Education,Decreasing,Moderate,52017.08,Master’s Degree,1,3332,6181,9.49,2.04,Germany,66.14
"Surveyor, building control",Entertainment,Decreasing,High,38893.01,Bachelor’s Degree,18,9808,828,20.3,86.11,UK,30.26
"Engineer, building services",Healthcare,Increasing,Moderate,116132.32,Bachelor’s Degree,8,6901,4361,27.31,22.4,USA,52.38
Education administrator,Entertainment,Increasing,High,111008.39,High School,4,6926,2293,40.37,81.71,Australia,74.58
"Surveyor, quantity",Healthcare,Decreasing,Moderate,122821.62,Bachelor’s Degree,19,1234,6265,19.8,26.79,UK,66.76
Marketing executive,Entertainment,Decreasing,High,73534.14,Bachelor’s Degree,13,8211,9623,26.97,31.06,Brazil,27.68
Human resources officer,Education,Increasing,Low,127901.37,PhD,2,8994,4536,26.27,85.84,USA,66.67
Video editor,Finance,Decreasing,High,116981.43,PhD,10,6994,2666,82.11,68.24,Australia,47.02
Hospital pharmacist,Finance,Decreasing,Low,146296.29,PhD,8,8745,4174,32.06,68.07,Brazil,57.77
"Loss adjuster, chartered",Healthcare,Decreasing,Low,106943.01,PhD,7,6648,6543,9.2,11.46,India,55.78
Community development worker,Finance,Decreasing,High,58946.83,PhD,5,1635,2052,13.43,15.63,Brazil,76.18
Best boy,Finance,Decreasing,High,47125.26,High School,7,7701,3196,30.79,15.12,USA,66.62
Estate manager/land agent,Transportation,Increasing,Low,84780.35,PhD,11,1823,7094,93.82,61.65,Brazil,69.19
Ophthalmologist,IT,Decreasing,Low,30814.52,High School,10,5096,7842,86.22,29.24,Germany,74.36
"Radiographer, therapeutic",Manufacturing,Decreasing,Low,123866.72,High School,9,6736,1123,30.1,28.06,Australia,75.15
Child psychotherapist,Education,Increasing,High,34929.29,High School,4,2579,9313,85.72,39.2,Germany,62.37
"Social research officer, government",IT,Decreasing,Moderate,40097.51,High School,2,9350,2777,35.56,48.78,India,37.73
Radio producer,Manufacturing,Decreasing,Low,38310.38,Bachelor’s Degree,1,4408,7512,35.31,2.71,India,29.11
Television/film/video producer,Entertainment,Decreasing,Low,64744.12,PhD,16,9252,4491,5.4,65.95,India,73.66
Acupuncturist,Education,Decreasing,Moderate,57367.37,Master’s Degree,10,4607,8097,19.51,95.61,UK,44.48
Health and safety adviser,Education,Increasing,High,37446.51,Master’s Degree,6,1066,7173,34.34,67.43,USA,26.38
"Development worker, international aid",Transportation,Decreasing,High,96154.31,Master’s Degree,17,8218,5711,72.08,23.91,China,71.53
Fitness centre manager,Finance,Decreasing,Low,144153.04,Associate Degree,15,8603,265,43.16,19.05,Brazil,48.67
Herbalist,Finance,Decreasing,High,48632.11,Master’s Degree,15,7452,9574,41.51,24.26,Germany,68.23
"Psychologist, occupational",Retail,Increasing,High,99375.17,High School,10,4906,1220,2.07,4.91,Australia,30.92
"Therapist, nutritional",Finance,Increasing,Low,135210.0,Bachelor’s Degree,18,6465,1311,48.45,12.89,Brazil,69.36
Passenger transport manager,Finance,Increasing,High,44985.88,PhD,14,711,3205,73.07,31.45,UK,32.13
"Journalist, magazine",Healthcare,Decreasing,Low,105149.41,PhD,19,2756,8891,5.66,3.88,Australia,55.7
Dispensing optician,Finance,Increasing,High,89831.68,Master’s Degree,5,5753,1385,5.37,41.99,USA,51.47
Chartered management accountant,Education,Increasing,Low,73398.95,PhD,20,655,8845,39.37,59.5,USA,39.35
Ophthalmologist,Retail,Increasing,High,114778.02,Bachelor’s Degree,14,4728,8750,50.2,12.24,USA,34.02
Accounting technician,Manufacturing,Decreasing,Low,119017.32,Associate Degree,4,4504,3928,27.73,88.73,Brazil,73.68
"Administrator, charities/voluntary organisations",Manufacturing,Decreasing,High,130755.09,Associate Degree,5,2877,7529,1.71,98.97,Canada,42.03
Lexicographer,Education,Decreasing,Moderate,136821.52,PhD,17,8696,8644,71.27,59.33,Australia,38.52
Technical brewer,Healthcare,Increasing,Low,88787.65,High School,18,5539,2809,77.83,55.64,Australia,64.26
Product designer,IT,Increasing,High,138100.05,High School,18,8293,1237,52.17,79.21,Australia,76.71
Music therapist,Retail,Increasing,Low,113490.09,Master’s Degree,17,6458,5920,1.92,9.25,Canada,75.4
Music therapist,Transportation,Decreasing,High,61788.01,PhD,19,3272,8969,29.17,7.88,Canada,31.52
Network engineer,IT,Increasing,High,68285.8,Master’s Degree,6,3109,9551,52.57,46.67,Germany,54.87
International aid/development worker,Manufacturing,Decreasing,Moderate,57334.49,High School,19,2778,8101,48.51,99.85,Canada,67.65
"Scientist, marine",IT,Increasing,Low,39367.39,Master’s Degree,13,8108,1789,27.13,9.56,Germany,23.84
Architect,Manufacturing,Increasing,Low,125957.08,PhD,2,1438,1344,88.91,7.06,Germany,27.49
"Runner, broadcasting/film/video",IT,Decreasing,Moderate,37731.45,PhD,19,9889,4398,95.64,23.28,Brazil,56.64
"Teacher, English as a foreign language",Transportation,Decreasing,Low,31493.86,High School,19,4818,7119,8.08,84.83,China,52.38
Office manager,Retail,Decreasing,High,79954.41,Associate Degree,15,2790,496,91.75,6.18,India,61.43
Financial controller,Entertainment,Decreasing,Moderate,43401.1,High School,1,7331,3626,28.23,10.02,Brazil,27.84
"Psychologist, occupational",Retail,Increasing,High,109792.75,Associate Degree,4,4638,3718,20.32,54.26,USA,60.57
Charity officer,Retail,Increasing,High,91300.56,Bachelor’s Degree,7,9389,5618,48.65,34.05,Germany,61.6
Press sub,IT,Increasing,High,118498.99,Associate Degree,13,6945,4355,87.67,54.06,Australia,79.36
Audiological scientist,Retail,Decreasing,Low,98127.33,Associate Degree,11,6700,4512,62.59,95.66,UK,27.59
"Engineer, structural",Transportation,Increasing,High,131678.11,PhD,14,781,6645,71.04,60.13,USA,32.47
"Education officer, museum",Transportation,Decreasing,Low,65325.5,Associate Degree,5,487,5601,89.5,73.11,Australia,75.5
Telecommunications researcher,Healthcare,Increasing,Moderate,112163.13,High School,2,8043,5386,69.05,36.23,Germany,64.75
"Embryologist, clinical",Manufacturing,Increasing,Low,119228.24,Master’s Degree,18,3946,967,65.06,80.57,Australia,44.83
"Engineer, civil (contracting)",Manufacturing,Increasing,Moderate,80473.63,PhD,4,6420,3077,26.56,72.6,Brazil,28.26
Diplomatic Services operational officer,Education,Decreasing,Moderate,102838.05,PhD,10,3724,2871,90.45,83.9,Germany,42.38
"Psychologist, clinical",Retail,Decreasing,High,71652.07,Bachelor’s Degree,1,7142,1515,18.69,51.71,India,45.15
"Surveyor, quantity",Entertainment,Increasing,Moderate,70866.21,High School,9,9413,1859,55.61,11.56,Australia,50.46
"Nurse, mental health",Finance,Increasing,High,89423.43,PhD,7,7634,6818,37.5,55.71,Brazil,73.9
"Teacher, adult education",Retail,Increasing,High,34578.21,Bachelor’s Degree,15,896,3701,50.77,70.36,China,76.05
"Production assistant, radio",Manufacturing,Increasing,Moderate,53028.53,Bachelor’s Degree,17,1146,3592,53.01,31.46,Germany,57.71
"Designer, textile",Healthcare,Decreasing,High,113246.91,PhD,15,7316,5959,31.66,28.51,UK,71.57
Air traffic controller,Healthcare,Increasing,High,141098.25,PhD,13,9613,765,98.34,2.57,USA,60.77
Occupational therapist,Finance,Increasing,High,59099.61,Master’s Degree,0,6128,5399,73.34,76.21,Brazil,63.82
"Buyer, industrial",Manufacturing,Increasing,Moderate,143210.8,PhD,10,2471,8846,92.96,10.72,India,52.22
Building services engineer,Healthcare,Increasing,Moderate,60790.24,PhD,4,9550,6785,53.45,95.3,Canada,53.83
Geographical information systems officer,Entertainment,Increasing,High,123032.94,Master’s Degree,8,7176,9835,86.66,91.45,USA,71.09
Site engineer,Transportation,Decreasing,Low,79888.15,High School,17,7239,7837,12.66,51.02,USA,70.28
Chief Technology Officer,Finance,Increasing,High,91796.03,PhD,13,544,7059,28.14,39.49,Brazil,38.67
"Lecturer, higher education",Education,Increasing,Low,94274.48,Bachelor’s Degree,8,9441,1744,44.31,60.76,Brazil,45.64
Consulting civil engineer,Transportation,Increasing,Moderate,86398.08,Bachelor’s Degree,1,5216,2638,47.6,90.36,China,55.54
Chartered public finance accountant,Manufacturing,Decreasing,High,144852.87,Associate Degree,14,3435,6896,49.52,60.86,Canada,79.9
Leisure centre manager,Retail,Decreasing,High,77075.64,High School,0,3837,7516,30.27,14.5,Canada,54.75
"Accountant, chartered public finance",Education,Decreasing,Moderate,77649.02,High School,8,1414,1707,85.22,8.46,India,78.48
Exercise physiologist,IT,Decreasing,Low,145412.05,PhD,1,1587,4449,79.39,42.45,India,64.27
"Editor, commissioning",IT,Increasing,Moderate,38157.08,Bachelor’s Degree,17,1184,2809,21.73,38.31,UK,25.88
Purchasing manager,IT,Increasing,Moderate,85999.7,High School,7,3980,6601,53.89,11.24,China,61.96
"Surveyor, commercial/residential",Finance,Decreasing,Low,48005.97,Bachelor’s Degree,4,7758,2570,81.07,44.61,Australia,69.54
"Engineer, energy",Finance,Increasing,Low,78927.02,Bachelor’s Degree,18,385,7926,61.0,97.11,UK,45.04
Armed forces technical officer,Education,Decreasing,High,42864.74,Bachelor’s Degree,10,5919,5589,16.44,18.0,USA,79.79
Advertising copywriter,Finance,Decreasing,Moderate,124122.89,Master’s Degree,13,6926,6113,8.58,48.85,Brazil,39.91
"Engineer, automotive",Retail,Increasing,High,45814.86,High School,8,5585,7390,73.56,19.16,Australia,45.79
Community education officer,Education,Decreasing,Moderate,90520.86,Associate Degree,18,4625,4846,78.11,66.69,Australia,58.8
Tourism officer,Transportation,Decreasing,High,125901.14,PhD,17,6122,2795,2.35,80.79,Brazil,56.17
Amenity horticulturist,IT,Increasing,High,114706.1,PhD,10,2628,5753,8.3,21.55,India,49.34
Forensic scientist,Healthcare,Increasing,Moderate,107609.96,Master’s Degree,9,8308,4592,41.34,37.52,USA,20.15
Building control surveyor,Entertainment,Decreasing,Low,56509.61,Bachelor’s Degree,7,8161,2281,44.58,26.71,Brazil,26.82
Management consultant,Education,Decreasing,High,99856.86,High School,3,1084,5925,75.93,9.34,UK,64.78
Conference centre manager,Transportation,Decreasing,Low,120572.58,Master’s Degree,15,8248,3992,90.8,21.63,Brazil,78.49
Armed forces technical officer,Transportation,Increasing,Low,97621.65,High School,16,4247,5173,68.92,24.37,China,23.69
Leisure centre manager,Manufacturing,Decreasing,High,39071.09,PhD,7,2285,5814,96.68,7.13,China,34.1
Public house manager,Entertainment,Increasing,Moderate,122214.08,High School,3,9362,990,58.82,31.2,Australia,51.8
"Librarian, public",Entertainment,Increasing,Low,107983.43,Master’s Degree,15,4521,5156,40.2,14.37,Australia,77.53
Dentist,Entertainment,Decreasing,High,110431.34,Associate Degree,8,5289,580,13.6,98.81,UK,60.68
Passenger transport manager,Education,Increasing,High,108254.76,High School,10,1990,8992,18.35,94.45,China,28.93
Chief of Staff,Retail,Increasing,Moderate,147810.19,Master’s Degree,12,3567,1283,45.54,60.1,India,35.55
Location manager,Retail,Increasing,High,92664.14,PhD,17,9256,7697,90.61,99.55,Brazil,20.71
"Radiographer, therapeutic",Transportation,Increasing,High,30065.59,Master’s Degree,0,5234,4305,24.92,73.46,UK,23.81
"Clinical scientist, histocompatibility and immunogenetics",Transportation,Increasing,Low,41920.22,Bachelor’s Degree,4,7118,5834,54.77,22.61,Germany,76.67
Energy engineer,Entertainment,Decreasing,High,71148.93,High School,4,6327,3017,33.67,48.13,Brazil,23.23
Historic buildings inspector/conservation officer,Education,Increasing,Moderate,65705.76,Master’s Degree,11,1394,8086,73.72,81.68,Brazil,42.06
"Nurse, children's",Manufacturing,Decreasing,Moderate,115673.47,Associate Degree,20,8112,2866,15.79,24.0,Canada,21.74
"Engineer, control and instrumentation",Finance,Decreasing,Low,126396.21,Associate Degree,2,7028,9763,3.92,3.82,India,35.34
Quality manager,Transportation,Decreasing,Moderate,38310.56,PhD,6,2938,5496,94.53,68.1,USA,31.73
Occupational hygienist,Finance,Increasing,High,140796.25,High School,8,4286,6296,76.03,9.47,UK,52.79
Local government officer,Finance,Decreasing,Low,64536.64,Bachelor’s Degree,1,5894,7987,25.2,76.49,USA,75.14
Paediatric nurse,Retail,Increasing,Moderate,104679.01,High School,18,9192,6609,9.74,95.83,India,32.26
Academic librarian,Finance,Increasing,Moderate,75874.87,High School,18,2019,7241,45.73,34.37,Australia,35.09
"Therapist, occupational",Education,Increasing,Low,80122.72,Bachelor’s Degree,2,4570,7759,11.58,54.66,Canada,22.5
Insurance claims handler,Finance,Increasing,Moderate,41097.25,High School,13,2634,7569,74.83,31.55,UK,63.84
Artist,Manufacturing,Increasing,Low,93407.76,Bachelor’s Degree,3,4556,5576,69.71,13.36,UK,72.09
Psychiatrist,Transportation,Decreasing,Moderate,143441.79,Master’s Degree,17,3630,5249,47.75,39.8,Australia,49.68
Mining engineer,Transportation,Increasing,High,67739.6,Master’s Degree,2,504,794,42.37,65.69,UK,54.17
Chief Financial Officer,Retail,Decreasing,Moderate,120058.63,Bachelor’s Degree,16,4785,3939,25.97,41.1,Canada,26.63
Camera operator,Retail,Decreasing,Moderate,128611.97,Associate Degree,18,1453,6783,35.82,42.35,Germany,60.36
Television/film/video producer,Manufacturing,Increasing,Low,112599.92,PhD,9,7243,5577,55.18,4.73,India,51.54
"Engineer, site",Manufacturing,Increasing,High,72485.18,High School,7,4435,2443,67.49,1.8,Canada,73.97
Best boy,Education,Increasing,Low,53560.37,PhD,3,3021,8031,12.15,80.05,China,54.19
Press sub,Entertainment,Increasing,High,104718.03,High School,20,3660,8954,22.43,29.44,India,72.09
Conference centre manager,Healthcare,Decreasing,Moderate,78190.81,Associate Degree,6,5964,4106,94.59,19.92,India,31.47
Media buyer,Healthcare,Decreasing,High,102612.89,Associate Degree,10,4820,7303,85.53,90.93,Australia,76.67
Chiropodist,Retail,Decreasing,High,91897.07,High School,1,7574,1379,92.62,39.28,Germany,54.0
Sports administrator,Healthcare,Increasing,High,148430.82,Master’s Degree,5,6584,4181,74.13,94.51,Brazil,27.0
Industrial/product designer,Transportation,Decreasing,High,85015.94,High School,13,7684,713,20.81,35.08,USA,44.83
"Scientist, clinical (histocompatibility and immunogenetics)",Education,Decreasing,Moderate,89618.44,Associate Degree,13,7067,6772,56.1,0.02,India,55.94
Hotel manager,Education,Increasing,Low,43070.88,High School,1,3009,7542,42.76,17.06,Brazil,75.41
Public librarian,Entertainment,Decreasing,Moderate,73325.38,Master’s Degree,5,8410,8629,72.49,97.38,UK,31.44
"Scientist, product/process development",Education,Decreasing,High,144433.03,High School,17,6160,7715,77.71,55.86,Germany,23.22
Museum/gallery exhibitions officer,IT,Decreasing,Moderate,111393.93,High School,8,1726,4300,32.8,59.14,China,78.03
Research scientist (maths),Healthcare,Decreasing,Low,48490.14,Master’s Degree,15,5780,6788,41.54,47.86,Brazil,30.07
Mental health nurse,Manufacturing,Decreasing,Low,109597.19,Bachelor’s Degree,0,9395,8884,91.49,12.8,USA,31.3
"Teacher, early years/pre",Education,Increasing,Moderate,108719.09,High School,2,1413,991,90.47,59.95,India,52.82
"Scientist, clinical (histocompatibility and immunogenetics)",Entertainment,Decreasing,Low,111722.04,Bachelor’s Degree,11,1604,414,1.55,91.24,Germany,58.01
Occupational therapist,Retail,Decreasing,Low,148190.22,PhD,8,4435,6225,83.95,83.22,China,75.92
"Production assistant, television",Education,Decreasing,High,109518.47,High School,2,8740,2463,30.93,78.0,UK,36.51
Pensions consultant,Retail,Increasing,High,63159.79,Associate Degree,2,2148,6727,95.4,5.02,UK,28.39
"Designer, exhibition/display",Transportation,Increasing,High,90847.31,Master’s Degree,18,9811,2341,0.99,88.39,Brazil,52.51
Health service manager,IT,Increasing,Low,48121.15,Master’s Degree,2,6339,3170,19.64,11.16,Canada,65.74
"Administrator, charities/voluntary organisations",Manufacturing,Increasing,High,57359.96,Master’s Degree,18,6774,6804,97.61,18.99,Germany,20.15
Research scientist (medical),Finance,Decreasing,Moderate,111421.1,Associate Degree,7,6016,3963,32.9,84.67,Canada,35.56
Manufacturing systems engineer,Finance,Increasing,High,131309.7,Master’s Degree,6,6772,1633,43.94,29.45,China,67.18
Financial planner,Entertainment,Decreasing,High,70648.33,Bachelor’s Degree,1,5149,6493,27.32,92.38,China,33.51
Arts administrator,Finance,Increasing,Low,75723.57,High School,19,3640,4012,82.02,76.07,India,21.22
"Psychotherapist, dance movement",Manufacturing,Decreasing,High,126220.71,Associate Degree,17,7783,2199,53.85,90.19,UK,20.13
"Engineer, building services",Transportation,Decreasing,High,93091.07,PhD,19,517,4547,9.4,45.25,Brazil,63.6
"Administrator, sports",Healthcare,Increasing,Low,88496.09,High School,12,1136,463,43.78,26.38,Germany,22.3
"Lecturer, further education",Education,Decreasing,Low,135506.15,Associate Degree,12,7955,3804,16.25,45.04,USA,23.09
"Presenter, broadcasting",Retail,Decreasing,High,60996.47,High School,20,2318,2279,20.6,25.22,India,31.38
Broadcast presenter,Education,Increasing,Moderate,50356.43,Associate Degree,18,5469,998,78.37,0.22,Canada,47.73
Risk analyst,Transportation,Decreasing,High,144370.11,Master’s Degree,1,2567,2177,1.29,32.96,USA,68.41
Dramatherapist,Healthcare,Increasing,Moderate,84739.19,Bachelor’s Degree,15,5130,2187,99.49,16.85,India,56.97
"Buyer, industrial",Manufacturing,Increasing,Low,57429.68,PhD,10,9532,1635,53.56,33.76,Australia,38.52
Osteopath,Healthcare,Increasing,Moderate,67409.11,High School,0,1620,7516,77.72,94.41,Brazil,45.91
Politician's assistant,Education,Decreasing,High,98713.83,PhD,2,3266,5017,69.81,16.23,India,71.79
Jewellery designer,Retail,Increasing,Low,42083.41,PhD,1,5381,8015,28.15,13.71,Australia,70.23
Forest/woodland manager,Transportation,Decreasing,Moderate,56238.38,High School,19,1236,3590,88.35,36.24,UK,63.38
"Engineer, aeronautical",Education,Decreasing,High,92932.16,Associate Degree,3,488,9403,37.75,79.8,UK,33.5
"Designer, furniture",Transportation,Decreasing,High,90229.37,Master’s Degree,17,5212,853,22.88,22.86,Australia,34.72
Product/process development scientist,Entertainment,Decreasing,Low,84442.82,Master’s Degree,6,8578,2836,86.22,56.84,Germany,34.94
Contractor,Healthcare,Decreasing,Low,116716.19,High School,7,3606,501,37.29,40.93,China,22.59
"Designer, furniture",Healthcare,Increasing,High,117644.04,Master’s Degree,16,2253,5746,61.06,57.65,Germany,54.01
Advertising art director,Healthcare,Decreasing,Low,123615.37,Master’s Degree,6,4871,6908,95.51,26.41,India,66.12
"Administrator, sports",Transportation,Increasing,Moderate,38870.87,High School,17,895,5632,96.25,16.45,Australia,27.3
Systems developer,Transportation,Increasing,Low,75171.96,PhD,1,3655,5590,96.77,29.78,Germany,32.07
Fisheries officer,Retail,Increasing,Low,58430.03,Associate Degree,20,3860,6876,23.13,42.11,Germany,43.98
Magazine journalist,Retail,Decreasing,Low,145556.53,Master’s Degree,8,4192,10000,67.2,22.43,Germany,21.19
"Designer, television/film set",Transportation,Decreasing,Moderate,66795.46,PhD,5,9149,9487,96.52,79.68,Australia,59.02
"Therapist, nutritional",Entertainment,Decreasing,High,39275.77,High School,14,3766,7082,68.98,82.12,Germany,25.82
Recycling officer,Manufacturing,Increasing,High,100867.82,High School,6,9759,4673,82.01,16.21,China,24.13
"Research officer, trade union",Finance,Decreasing,Low,45294.36,High School,1,4068,4272,54.56,36.62,India,64.54
Sports development officer,Entertainment,Increasing,High,125170.24,PhD,0,3779,165,6.73,99.53,Canada,52.21
Politician's assistant,Healthcare,Decreasing,Moderate,95958.07,High School,1,1761,4669,32.53,97.98,Brazil,58.21
Analytical chemist,Finance,Decreasing,High,113345.42,Master’s Degree,3,4803,3989,14.16,43.35,Brazil,79.43
Health physicist,Retail,Increasing,Low,113813.09,Bachelor’s Degree,1,6245,5218,67.26,51.49,Brazil,62.14
Medical technical officer,Education,Increasing,Moderate,98785.71,High School,0,3549,5244,85.74,72.0,Germany,27.6
Travel agency manager,IT,Decreasing,Low,61826.57,Associate Degree,1,3248,2014,14.06,34.45,Germany,58.79
"Scientist, marine",Transportation,Decreasing,Moderate,118336.02,Bachelor’s Degree,4,9185,3901,35.74,34.27,UK,64.41
"Engineer, control and instrumentation",Manufacturing,Decreasing,Moderate,82259.22,Master’s Degree,2,6907,3894,69.69,6.7,Australia,48.82
Emergency planning/management officer,Finance,Decreasing,High,44843.0,Associate Degree,5,3805,1937,60.77,11.04,Australia,31.83
Human resources officer,Finance,Increasing,High,65182.91,High School,7,2862,9052,43.59,66.94,China,24.72
"Therapist, drama",IT,Decreasing,High,72393.78,Master’s Degree,17,9759,1814,87.11,52.57,Germany,70.65
Magazine features editor,Retail,Decreasing,High,41997.52,Associate Degree,4,3048,9339,83.69,0.35,India,49.66
Television camera operator,IT,Increasing,Moderate,123544.03,Bachelor’s Degree,6,9327,7932,59.63,73.09,China,57.11
Commercial/residential surveyor,Healthcare,Increasing,Low,127637.51,Master’s Degree,7,2314,9097,18.65,55.18,USA,62.57
Freight forwarder,Manufacturing,Increasing,Moderate,119036.75,PhD,14,4993,7268,81.39,23.43,Germany,40.19
Economist,Healthcare,Increasing,Low,117866.1,High School,1,4874,9656,41.55,48.16,India,40.35
Stage manager,Entertainment,Increasing,High,96993.59,Associate Degree,15,9689,8072,19.09,32.09,Canada,62.98
"Administrator, arts",Healthcare,Increasing,Moderate,142414.29,Bachelor’s Degree,2,2999,2644,69.71,63.99,Brazil,73.46
Contracting civil engineer,Manufacturing,Increasing,High,135155.19,Master’s Degree,4,5647,1959,19.22,96.53,India,47.41
Information officer,Retail,Increasing,High,43185.62,Master’s Degree,18,3371,8724,51.12,56.13,India,67.55
Public affairs consultant,IT,Decreasing,Moderate,125711.56,PhD,1,3123,9443,84.68,38.02,UK,48.9
"Civil engineer, consulting",IT,Increasing,High,105595.9,Bachelor’s Degree,17,6095,1379,57.6,49.35,China,50.42
Community education officer,Finance,Decreasing,High,135570.49,Master’s Degree,7,7502,6829,59.34,17.96,Australia,71.25
"Sound technician, broadcasting/film/video",Entertainment,Increasing,Low,74219.56,Master’s Degree,17,7197,5363,5.97,92.74,China,46.62
Community education officer,Entertainment,Increasing,Low,104625.98,PhD,12,6907,1087,15.14,28.47,China,47.01
Phytotherapist,Finance,Decreasing,Moderate,89697.78,High School,19,6591,4779,69.52,44.82,China,48.0
"Scientist, research (medical)",Healthcare,Increasing,Moderate,142678.78,Bachelor’s Degree,14,8805,7745,35.69,77.51,Canada,23.59
Financial controller,Retail,Decreasing,High,86255.56,Associate Degree,2,9910,5934,30.14,24.03,Australia,77.88
Waste management officer,Finance,Decreasing,Moderate,72068.55,Associate Degree,3,8340,1769,56.08,34.47,Canada,41.22
Meteorologist,Manufacturing,Decreasing,Low,104547.66,Bachelor’s Degree,18,3591,6007,78.67,40.53,USA,28.8
Pathologist,Transportation,Decreasing,Low,142841.48,Associate Degree,15,6629,6315,57.89,47.31,UK,51.73
Computer games developer,Retail,Decreasing,High,60348.72,PhD,16,6168,7626,41.05,45.07,China,30.49
Careers adviser,Manufacturing,Increasing,High,92701.59,High School,0,869,8131,40.81,76.43,Canada,30.58
Financial trader,Healthcare,Increasing,Moderate,41930.05,High School,20,1686,7218,95.23,65.24,UK,24.64
Barrister,Retail,Increasing,Moderate,55238.12,Associate Degree,8,4750,3105,37.86,83.94,Canada,54.77
Armed forces training and education officer,Entertainment,Increasing,High,62620.41,Master’s Degree,14,8974,2070,66.99,83.61,India,77.02
Microbiologist,Manufacturing,Increasing,High,135732.42,PhD,19,1402,3774,64.17,38.41,Brazil,29.5
Physiological scientist,Manufacturing,Decreasing,Moderate,103133.1,High School,3,1845,8692,8.13,66.64,Brazil,75.31
"Therapist, art",Finance,Decreasing,Moderate,112211.26,Associate Degree,20,5182,2853,17.62,76.82,USA,30.32
Advertising copywriter,Manufacturing,Increasing,Low,110154.05,Associate Degree,10,1264,7448,66.1,17.52,India,79.13
"Development worker, community",Transportation,Decreasing,Low,45185.33,PhD,1,1990,248,51.14,26.57,China,52.5
"Therapist, drama",IT,Increasing,Moderate,79955.15,Master’s Degree,13,2568,9753,73.63,82.8,Germany,46.87
"Lecturer, further education",IT,Decreasing,High,120222.31,Bachelor’s Degree,11,3459,7530,60.68,74.96,UK,45.65
"Programmer, systems",Finance,Decreasing,Moderate,140838.29,PhD,14,2369,6281,10.34,14.95,Germany,23.27
Professor Emeritus,Transportation,Increasing,Low,87916.98,Associate Degree,2,1214,7958,14.37,7.93,Australia,68.52
Licensed conveyancer,Education,Decreasing,High,35261.62,High School,11,2310,2812,84.11,23.95,Canada,65.61
Archivist,Retail,Decreasing,Low,126218.42,Associate Degree,2,8023,6870,39.23,76.68,USA,28.75
Charity officer,Manufacturing,Decreasing,High,139154.33,Associate Degree,0,1293,2967,23.42,15.95,Canada,62.78
Video editor,Healthcare,Increasing,Moderate,62444.48,High School,10,2023,983,60.78,36.74,India,73.11
Meteorologist,Healthcare,Increasing,Moderate,117330.04,Bachelor’s Degree,10,2492,2899,44.63,60.05,China,27.13
Commissioning editor,Finance,Increasing,Low,38406.71,PhD,14,3864,2870,43.39,32.4,UK,46.09
Sports administrator,Healthcare,Decreasing,High,65209.71,PhD,4,4271,2047,6.96,69.15,Canada,26.61
Hotel manager,Healthcare,Increasing,Moderate,37182.77,Master’s Degree,6,6207,6580,41.93,81.54,Brazil,67.33
Clinical molecular geneticist,Retail,Increasing,Low,84252.93,Associate Degree,16,207,2835,91.46,20.45,Germany,54.87
"Runner, broadcasting/film/video",IT,Increasing,Low,58846.3,High School,15,7128,3960,42.26,32.07,UK,59.19
Medical illustrator,Transportation,Increasing,High,115279.87,PhD,15,7395,5405,39.72,33.65,Canada,73.23
Building services engineer,Finance,Decreasing,Low,103903.82,Associate Degree,2,8624,7357,55.59,29.11,Canada,53.54
Nutritional therapist,IT,Decreasing,High,144152.68,Associate Degree,2,3572,920,27.85,79.28,USA,67.27
Location manager,Retail,Increasing,High,104215.64,Associate Degree,12,9885,3214,45.88,39.65,Brazil,26.19
Quarry manager,IT,Increasing,High,66748.35,PhD,16,2480,5446,17.16,11.42,Germany,52.63
Management consultant,Retail,Increasing,High,71882.68,Master’s Degree,5,254,6833,32.69,16.33,Brazil,41.12
"Accountant, chartered management",Finance,Increasing,High,135087.44,Master’s Degree,3,755,5523,33.49,37.21,USA,24.49
Site engineer,Retail,Increasing,High,113210.99,PhD,9,2739,8710,7.63,13.13,Brazil,57.07
Landscape architect,Manufacturing,Increasing,High,78307.73,Associate Degree,13,727,8649,66.87,11.73,Australia,38.31
Politician's assistant,Finance,Increasing,Moderate,77554.62,PhD,9,243,5575,73.79,78.04,Brazil,48.37
"Librarian, academic",IT,Increasing,High,102099.71,Bachelor’s Degree,14,2937,9621,42.35,90.6,Canada,37.67
Communications engineer,Entertainment,Decreasing,Low,60932.98,High School,5,7682,3849,63.43,99.61,China,59.54
Information systems manager,Transportation,Decreasing,High,132736.09,Master’s Degree,11,1001,1246,57.75,50.82,Brazil,67.54
"Surveyor, commercial/residential",Retail,Decreasing,Moderate,73919.67,Bachelor’s Degree,16,2000,8358,96.91,93.74,Australia,47.07
Telecommunications researcher,Manufacturing,Decreasing,High,47011.45,PhD,3,1014,8905,81.14,49.37,Brazil,79.33
"Teacher, early years/pre",Transportation,Decreasing,Moderate,41504.38,Master’s Degree,7,4156,4335,68.56,35.33,UK,25.63
Mechanical engineer,Entertainment,Decreasing,Low,148874.53,PhD,16,2371,4772,19.12,86.92,India,65.16
"Sales professional, IT",Finance,Increasing,High,120871.22,Associate Degree,17,8376,1334,15.07,23.62,Brazil,70.52
Learning mentor,Healthcare,Increasing,High,113058.26,High School,11,2615,2186,30.35,9.14,Australia,60.41
"Engineer, manufacturing systems",IT,Decreasing,High,95418.02,Master’s Degree,4,3939,5361,36.05,77.28,Brazil,65.95
"Scientist, biomedical",Transportation,Increasing,Moderate,73732.72,Associate Degree,20,8719,3225,16.66,36.82,UK,63.36
Sub,Transportation,Decreasing,Moderate,31372.55,High School,0,5362,5097,25.09,28.99,India,32.18
Tree surgeon,IT,Increasing,High,130636.57,PhD,13,6803,1873,3.33,60.43,Germany,46.66
"Programmer, applications",IT,Decreasing,Low,71897.94,High School,9,6111,9643,74.62,34.11,Brazil,56.14
Arts administrator,Finance,Increasing,High,105957.44,Master’s Degree,18,2696,7256,62.99,14.26,Canada,22.54
Research scientist (physical sciences),Retail,Increasing,Moderate,133809.05,Master’s Degree,10,162,5366,96.66,86.69,UK,41.69
Estate agent,Retail,Increasing,High,117413.68,Associate Degree,14,9077,7884,81.24,83.52,Canada,21.93
"Conservation officer, historic buildings",IT,Decreasing,Moderate,31773.09,Bachelor’s Degree,3,8593,5991,77.3,28.46,Australia,71.9
Conference centre manager,Finance,Increasing,Moderate,34048.55,Associate Degree,8,4996,391,34.19,68.32,China,22.04
Toxicologist,Transportation,Increasing,High,89665.6,Bachelor’s Degree,9,8585,3737,82.29,52.02,USA,23.75
Chemical engineer,IT,Decreasing,Moderate,119809.71,Bachelor’s Degree,19,3650,8390,97.91,39.5,UK,49.16
Applications developer,Entertainment,Increasing,Low,33092.58,Bachelor’s Degree,14,5422,6826,1.3,65.48,Germany,27.01
Product/process development scientist,Manufacturing,Increasing,Low,36771.56,PhD,18,9547,8832,78.65,9.75,USA,35.53
Contractor,Finance,Increasing,High,146042.43,Bachelor’s Degree,4,1716,7430,77.88,42.04,USA,75.61
Contracting civil engineer,Finance,Increasing,High,51854.03,Associate Degree,20,8469,2029,12.78,31.23,Canada,34.92
Diplomatic Services operational officer,Healthcare,Increasing,High,31318.02,High School,18,7805,7357,66.59,9.09,USA,35.43
Advertising account planner,Transportation,Increasing,Low,35761.86,PhD,16,8782,8553,86.58,74.6,China,73.14
"Scientist, audiological",Entertainment,Increasing,Moderate,101887.83,Master’s Degree,20,4372,1652,80.47,24.09,Australia,77.74
Planning and development surveyor,Finance,Increasing,High,100095.51,High School,5,781,6459,21.57,67.3,UK,78.42
Archaeologist,Healthcare,Decreasing,High,123662.67,PhD,12,8771,1042,75.31,57.96,India,75.62
Television production assistant,Finance,Decreasing,Moderate,57842.05,PhD,2,8917,9931,55.26,68.89,UK,21.26
Field seismologist,Transportation,Decreasing,Low,119386.69,Associate Degree,17,4574,5828,34.29,44.38,Germany,74.75
Rural practice surveyor,Manufacturing,Decreasing,Moderate,137058.17,Associate Degree,12,5404,4896,27.98,86.52,China,67.42
Associate Professor,Education,Increasing,Low,36083.12,Associate Degree,7,6033,2035,94.39,54.6,UK,68.12
"Engineer, biomedical",Manufacturing,Increasing,Low,32633.67,Bachelor’s Degree,12,9430,2673,76.16,69.01,India,69.9
"Teacher, primary school",IT,Decreasing,Moderate,132012.22,PhD,6,1858,9348,26.31,10.03,USA,22.39
"Programmer, systems",Entertainment,Increasing,Moderate,72859.83,Bachelor’s Degree,7,8574,3027,64.1,0.34,USA,66.73
"Producer, radio",Healthcare,Decreasing,Low,76164.68,Master’s Degree,10,5953,4240,72.76,8.17,Australia,71.62
"Designer, furniture",Manufacturing,Increasing,Low,37006.51,Bachelor’s Degree,0,4359,7287,71.47,11.76,UK,71.34
Geophysical data processor,IT,Increasing,Low,106548.68,Master’s Degree,19,1165,439,6.73,69.64,UK,46.36
Counselling psychologist,Healthcare,Decreasing,Moderate,126334.22,PhD,13,1033,5682,86.02,30.62,Australia,39.35
"Development worker, international aid",Education,Decreasing,Low,76145.17,Bachelor’s Degree,9,719,8925,74.94,26.11,India,41.53
Claims inspector/assessor,Entertainment,Increasing,High,44791.02,Master’s Degree,20,3051,8397,10.32,42.56,USA,53.57
Visual merchandiser,Manufacturing,Decreasing,Moderate,32460.89,High School,19,8767,3151,57.77,27.41,USA,64.82
Quarry manager,Entertainment,Increasing,Low,146313.97,Master’s Degree,19,2179,9304,43.47,42.9,India,31.08
Broadcast journalist,Finance,Increasing,Moderate,67011.39,Master’s Degree,5,8358,2185,95.12,69.26,Canada,61.83
Magazine journalist,Retail,Increasing,High,132202.66,PhD,19,8257,4896,59.69,25.07,Germany,40.52
"Engineer, petroleum",Finance,Decreasing,Low,53071.82,Bachelor’s Degree,6,2538,7727,89.08,21.61,USA,72.22
Legal secretary,Manufacturing,Increasing,Low,66285.18,Bachelor’s Degree,4,8301,2500,20.65,96.6,Canada,47.05
"Designer, exhibition/display",Retail,Increasing,Low,39598.55,Bachelor’s Degree,4,7612,7799,61.33,53.57,China,71.85
"Administrator, local government",Retail,Decreasing,High,60579.26,PhD,11,9153,191,13.15,42.47,UK,66.38
"Engineer, site",Education,Increasing,Low,45205.26,High School,16,1904,6470,86.34,54.25,Brazil,58.64
Artist,Transportation,Decreasing,Moderate,107583.53,High School,2,4223,8956,6.46,27.14,Canada,29.09
Music tutor,Finance,Decreasing,High,123897.64,High School,6,111,5220,34.19,59.89,USA,56.06
Local government officer,Finance,Increasing,Moderate,46204.3,High School,13,810,5876,92.53,55.03,UK,65.64
Gaffer,Retail,Increasing,Low,34509.91,High School,9,9000,4299,36.92,17.77,UK,61.06
Network engineer,Transportation,Decreasing,High,91834.74,Master’s Degree,5,9411,7766,7.16,12.35,Australia,69.3
"Designer, television/film set",Entertainment,Increasing,High,49693.9,Bachelor’s Degree,7,7673,7014,41.99,77.37,China,75.67
Operations geologist,Manufacturing,Decreasing,Moderate,119730.72,Master’s Degree,5,6534,7722,42.5,69.21,China,34.47
Land/geomatics surveyor,Entertainment,Increasing,High,106484.71,PhD,13,6379,9239,65.45,26.9,Australia,32.45
Land/geomatics surveyor,Transportation,Increasing,High,77825.3,High School,9,5172,6266,26.5,79.23,China,47.87
Wellsite geologist,Entertainment,Decreasing,Low,84681.96,PhD,11,7198,711,75.4,85.8,Brazil,23.96
Occupational therapist,Entertainment,Increasing,Low,146685.24,Bachelor’s Degree,4,4288,1464,66.43,72.47,Australia,77.6
Product designer,Retail,Increasing,High,130719.76,Master’s Degree,5,2622,2167,25.06,64.03,USA,29.94
International aid/development worker,Manufacturing,Increasing,Moderate,106962.39,High School,7,2492,1736,20.22,17.74,USA,23.41
"Engineer, broadcasting (operations)",Finance,Increasing,Moderate,139293.47,Master’s Degree,4,468,9893,42.78,48.71,Australia,49.94
"Copywriter, advertising",Entertainment,Decreasing,Low,72284.57,Bachelor’s Degree,15,8560,8195,86.63,31.11,USA,44.01
Midwife,Transportation,Decreasing,Moderate,34222.92,High School,8,9975,1898,8.77,11.56,Canada,35.77
Art therapist,IT,Increasing,High,94268.97,High School,7,3478,9055,13.33,7.39,Canada,27.2
Dietitian,IT,Decreasing,Low,92120.53,Bachelor’s Degree,9,2917,7651,60.54,6.45,China,70.71
Early years teacher,Entertainment,Decreasing,Moderate,63958.11,High School,10,2875,6944,39.04,54.34,Germany,32.95
Mining engineer,Healthcare,Decreasing,Low,137097.05,Bachelor’s Degree,10,6904,8374,10.87,76.42,Germany,34.56
Forensic psychologist,Manufacturing,Increasing,High,42020.84,Bachelor’s Degree,2,9621,5222,50.47,59.75,Australia,47.44
"Engineer, energy",Manufacturing,Decreasing,Moderate,31792.44,Associate Degree,10,8626,4546,32.48,46.52,USA,57.2
Air traffic controller,Transportation,Increasing,Low,138250.11,Associate Degree,14,1102,6414,40.62,69.22,Germany,43.62
Trade mark attorney,Finance,Decreasing,Low,39316.04,Associate Degree,10,9161,9972,12.05,25.74,UK,38.86
Leisure centre manager,Finance,Increasing,Low,139133.16,PhD,3,4025,7713,5.05,4.1,Brazil,60.83
"Research officer, government",Education,Increasing,Low,129409.62,Bachelor’s Degree,10,6575,3235,35.83,8.8,USA,39.68
Facilities manager,Finance,Decreasing,Low,52258.19,Bachelor’s Degree,8,7240,3849,39.01,47.12,Canada,38.44
Quantity surveyor,Education,Increasing,Low,112433.89,Bachelor’s Degree,11,1117,6554,78.53,90.57,Australia,79.0
"Clinical scientist, histocompatibility and immunogenetics",Retail,Decreasing,Moderate,79318.39,High School,11,5277,8000,18.45,67.36,USA,73.43
Amenity horticulturist,Healthcare,Decreasing,High,88553.65,Bachelor’s Degree,6,8734,1665,74.14,48.95,Australia,77.57
Sports therapist,Manufacturing,Decreasing,High,54437.34,Bachelor’s Degree,8,7528,7710,34.88,92.51,USA,43.57
Stage manager,IT,Decreasing,High,89354.04,Master’s Degree,5,9710,2265,16.28,90.54,India,72.09
"Therapist, art",Healthcare,Decreasing,High,55639.94,Master’s Degree,8,6374,9700,35.94,35.42,China,42.42
Homeopath,Entertainment,Increasing,High,122122.84,PhD,14,3510,9474,17.31,49.18,Germany,76.48
Minerals surveyor,IT,Decreasing,Moderate,128086.23,Bachelor’s Degree,12,6784,2240,96.96,30.39,China,43.98
Garment/textile technologist,Education,Decreasing,Low,90657.97,PhD,2,9113,4269,15.11,20.13,UK,36.62
Air traffic controller,Transportation,Increasing,High,37691.72,PhD,3,2698,257,58.89,4.21,India,35.12
Chiropodist,Education,Decreasing,Moderate,111504.33,Master’s Degree,15,8743,2193,18.66,76.65,India,50.76
"Lecturer, higher education",Transportation,Increasing,Low,147533.45,PhD,15,2034,3246,43.02,75.34,China,33.13
Social researcher,Entertainment,Decreasing,High,108112.68,PhD,14,6862,4830,55.76,75.1,Canada,68.53
Higher education careers adviser,Manufacturing,Increasing,High,82548.51,High School,15,2039,8484,65.57,36.48,China,54.15
Primary school teacher,Manufacturing,Increasing,Moderate,144879.02,High School,16,2754,4220,21.45,90.4,USA,28.58
Learning disability nurse,Healthcare,Decreasing,High,107522.18,Associate Degree,4,8432,7649,80.64,21.32,UK,51.58
"Optician, dispensing",Finance,Decreasing,High,58078.22,High School,7,6200,412,65.47,31.82,Australia,22.1
Fast food restaurant manager,Education,Decreasing,Low,32246.1,Bachelor’s Degree,16,1958,4310,76.23,71.84,USA,39.76
Geographical information systems officer,Entertainment,Decreasing,Low,51421.33,Bachelor’s Degree,14,652,9505,9.73,61.58,India,50.24
Energy manager,Finance,Increasing,High,37944.94,High School,18,2645,3385,95.32,61.04,UK,23.88
Radio broadcast assistant,Manufacturing,Increasing,High,53769.65,Master’s Degree,14,3184,553,84.06,47.05,India,38.66
Dispensing optician,Healthcare,Decreasing,Moderate,75546.85,Master’s Degree,4,1200,9995,96.79,53.88,Canada,46.1
Database administrator,Entertainment,Decreasing,Moderate,59324.16,Master’s Degree,9,8936,9880,10.82,9.77,Australia,58.71
"Surveyor, building control",Transportation,Decreasing,Moderate,69089.19,PhD,16,3593,4790,12.73,37.03,China,70.33
Planning and development surveyor,Entertainment,Increasing,Low,64615.42,PhD,15,7291,5620,11.29,56.1,UK,33.2
Field seismologist,Finance,Decreasing,High,120843.64,PhD,10,1233,2114,64.35,76.4,UK,54.82
Purchasing manager,Entertainment,Increasing,High,93595.01,Associate Degree,0,3427,3211,12.23,48.47,Germany,49.0
"Pharmacist, hospital",Retail,Decreasing,Moderate,58873.97,High School,2,2172,4536,20.29,62.85,India,22.19
"Teacher, adult education",Healthcare,Increasing,Low,95201.0,High School,16,6566,3106,66.38,13.57,Australia,44.09
Advertising account planner,Healthcare,Increasing,Low,56231.47,Associate Degree,18,9863,8492,58.82,78.25,China,38.85
Engineering geologist,Retail,Decreasing,Moderate,141310.18,High School,17,5618,5146,46.62,50.15,Australia,59.15
Nutritional therapist,Transportation,Increasing,Moderate,86018.67,PhD,15,6162,7334,83.21,18.52,Germany,29.61
Energy engineer,Healthcare,Increasing,High,123527.96,Bachelor’s Degree,17,6806,9945,92.3,79.33,Germany,28.4
"Teacher, primary school",Finance,Increasing,Moderate,117449.39,Associate Degree,3,2911,2937,41.45,27.92,Brazil,77.87
"Programmer, multimedia",Transportation,Increasing,Moderate,87054.27,High School,18,8815,666,11.39,54.82,Canada,76.9
Cartographer,Finance,Increasing,High,37704.38,Master’s Degree,12,5776,1284,20.97,86.97,India,41.03
Youth worker,Finance,Increasing,Low,149050.35,PhD,3,4303,5183,15.7,90.38,UK,31.52
Dancer,Entertainment,Increasing,High,145643.1,Associate Degree,15,1809,9758,64.19,71.16,Brazil,57.96
Analytical chemist,Manufacturing,Increasing,Moderate,77570.06,High School,2,7495,1024,74.47,14.33,USA,72.1
Media planner,Finance,Decreasing,Moderate,64269.96,Associate Degree,12,3477,1772,91.88,3.43,Canada,50.5
"Surveyor, planning and development",Entertainment,Increasing,Low,101845.28,PhD,9,4754,450,58.43,74.38,USA,59.55
Community development worker,Retail,Increasing,Low,47074.81,Bachelor’s Degree,6,593,9916,74.16,21.78,Australia,24.12
Petroleum engineer,Manufacturing,Decreasing,High,87627.44,Bachelor’s Degree,7,8853,5733,28.57,62.8,Brazil,38.79
Metallurgist,Healthcare,Decreasing,High,118265.25,High School,9,4079,4209,52.36,82.2,Germany,61.38
"Teacher, English as a foreign language",Retail,Increasing,High,143543.97,Associate Degree,11,7800,7908,93.89,51.73,USA,48.76
Field seismologist,Entertainment,Increasing,High,83408.25,Master’s Degree,16,5312,4955,35.3,3.18,India,55.97
Network engineer,Transportation,Increasing,High,59798.12,High School,14,9794,1713,58.51,81.54,UK,38.86
Structural engineer,Retail,Increasing,High,89388.03,High School,9,4991,8443,66.34,70.87,Brazil,29.55
Audiological scientist,Manufacturing,Decreasing,Low,98951.05,Master’s Degree,18,6594,3927,39.25,59.46,India,39.46
"Designer, furniture",IT,Increasing,Low,133045.49,Bachelor’s Degree,10,4307,6943,24.74,81.18,Canada,53.76
Public relations account executive,Entertainment,Decreasing,Low,102398.83,Associate Degree,14,8481,6827,12.15,9.22,USA,46.8
Psychiatrist,Education,Decreasing,Low,71272.05,High School,6,5282,9126,33.92,92.54,USA,47.42
"Engineer, production",Manufacturing,Increasing,Moderate,54168.16,High School,5,3764,9550,99.05,90.96,Germany,62.54
Minerals surveyor,Healthcare,Increasing,Moderate,102975.16,Bachelor’s Degree,8,393,9422,56.53,63.38,Australia,50.38
"Engineer, maintenance",Entertainment,Decreasing,Low,46885.73,PhD,2,4668,5744,56.27,57.2,Canada,74.7
Clothing/textile technologist,Entertainment,Increasing,Low,55936.5,Master’s Degree,5,4919,3342,32.19,67.55,UK,27.9
Risk analyst,Entertainment,Increasing,Low,39736.96,High School,20,8575,2539,9.27,59.18,Brazil,53.1
"Engineer, maintenance (IT)",Transportation,Increasing,Low,76798.02,Associate Degree,17,1094,2420,42.05,99.04,UK,66.31
Prison officer,Finance,Increasing,Low,35250.82,Bachelor’s Degree,17,9398,7485,28.69,63.28,Canada,30.5
Air broker,Retail,Decreasing,Low,57701.84,Associate Degree,4,3100,8378,10.69,45.85,USA,60.25
Counselling psychologist,Transportation,Decreasing,Low,45496.72,Bachelor’s Degree,5,1527,1516,42.79,26.16,China,38.76
"Production assistant, television",Transportation,Decreasing,Low,70847.97,Bachelor’s Degree,11,5768,3414,93.82,94.8,China,30.73
Sales executive,Healthcare,Increasing,Moderate,32748.2,PhD,3,3159,172,90.05,22.18,Canada,29.61
Nutritional therapist,Transportation,Decreasing,Moderate,110809.57,Master’s Degree,19,5172,6951,87.66,32.74,India,20.47
Field trials officer,Finance,Decreasing,High,84982.14,Bachelor’s Degree,6,8479,3437,4.48,23.06,India,52.62
Merchant navy officer,Entertainment,Increasing,Low,134197.9,Master’s Degree,12,7700,4558,6.26,56.23,India,30.03
"Journalist, newspaper",Manufacturing,Decreasing,Moderate,117968.81,PhD,5,6698,8206,41.25,81.69,Canada,38.01
"Physicist, medical",Finance,Decreasing,High,30467.88,Master’s Degree,14,3354,3546,26.97,13.42,Brazil,38.0
Armed forces training and education officer,Manufacturing,Decreasing,High,106181.82,Associate Degree,2,3579,1075,24.7,77.55,India,73.56
Paediatric nurse,Manufacturing,Increasing,Moderate,51491.49,PhD,4,9842,3392,39.51,35.67,Germany,60.78
Tour manager,Finance,Increasing,High,40804.81,High School,17,4093,995,16.0,66.3,Brazil,68.95
Clinical psychologist,Retail,Increasing,Low,108411.6,Master’s Degree,0,7600,7948,81.06,29.11,Canada,34.16
Geochemist,Healthcare,Increasing,Low,144112.12,Bachelor’s Degree,5,9378,7098,95.45,85.78,China,47.39
Marine scientist,Entertainment,Increasing,Moderate,59005.26,Associate Degree,17,2987,902,2.3,66.79,Canada,47.12
"Designer, blown glass/stained glass",IT,Increasing,Low,124048.94,Associate Degree,6,4106,3559,1.83,5.51,Germany,60.46
Government social research officer,Entertainment,Decreasing,High,85149.01,PhD,1,2195,4454,16.81,35.21,Canada,61.52
Theatre stage manager,Entertainment,Increasing,Moderate,101112.89,Master’s Degree,3,2315,8745,19.05,59.72,USA,35.23
Film/video editor,Healthcare,Decreasing,Moderate,132210.63,PhD,8,3798,9791,33.73,0.31,Brazil,29.64
"Engineer, land",IT,Increasing,High,61802.27,PhD,7,377,7346,44.6,3.19,Brazil,79.04
Academic librarian,Education,Decreasing,Moderate,81630.28,Associate Degree,1,3357,8917,44.82,53.61,Brazil,66.2
Commercial horticulturist,Retail,Increasing,High,128774.66,Associate Degree,12,1826,4740,1.48,61.75,Germany,24.37
Systems analyst,Healthcare,Decreasing,High,116324.86,Master’s Degree,11,536,7005,59.11,37.8,Australia,68.12
"Scientist, forensic",Transportation,Decreasing,Low,71404.02,Master’s Degree,16,8676,6479,79.25,30.37,Brazil,76.11
Volunteer coordinator,Finance,Increasing,High,47892.86,Master’s Degree,15,5801,2645,11.43,77.71,UK,69.92
Facilities manager,Retail,Decreasing,Moderate,92632.9,High School,12,9241,2017,32.7,34.68,Canada,28.09
Financial planner,Entertainment,Increasing,Moderate,131505.22,Master’s Degree,11,6505,7990,0.47,31.59,China,23.51
Research scientist (maths),Healthcare,Increasing,Low,148082.0,Associate Degree,9,6175,2609,21.68,94.93,Canada,53.89
Animal nutritionist,Retail,Decreasing,High,106860.04,Associate Degree,18,5017,5551,69.66,67.63,Canada,59.82
Recycling officer,Manufacturing,Decreasing,High,124803.57,Master’s Degree,19,6729,7858,73.93,48.56,India,74.65
International aid/development worker,Retail,Decreasing,Moderate,121597.83,High School,10,2639,7754,81.88,41.67,China,38.35
Legal executive,Transportation,Increasing,Low,132132.5,Associate Degree,19,8650,7900,15.63,92.53,Germany,22.69
Dancer,Healthcare,Increasing,Moderate,52218.26,Associate Degree,11,7560,2033,90.22,3.43,China,35.54
Environmental health practitioner,Entertainment,Increasing,Low,142875.61,High School,0,9341,7592,68.8,22.3,UK,58.45
Barista,Finance,Decreasing,High,143400.76,Master’s Degree,2,5176,7259,64.83,3.33,India,59.23
Futures trader,IT,Increasing,Low,123360.66,Associate Degree,3,2410,2810,1.79,0.8,China,35.01
Data scientist,Manufacturing,Increasing,Low,63021.62,High School,4,4501,6703,59.88,20.39,Germany,67.37
"Buyer, retail",IT,Increasing,Moderate,70963.11,Bachelor’s Degree,3,5965,1042,76.46,40.24,Canada,43.59
"Editor, commissioning",Education,Increasing,High,117323.68,PhD,10,2574,9313,92.6,50.96,Canada,77.03
Financial planner,Manufacturing,Increasing,High,125853.51,PhD,7,2654,2710,16.47,17.21,USA,59.07
Adult nurse,Finance,Increasing,Moderate,124740.99,Master’s Degree,6,6792,8773,20.44,96.94,UK,70.97
Research scientist (life sciences),Manufacturing,Decreasing,Moderate,93747.71,Associate Degree,15,1774,2497,47.19,6.19,Canada,20.78
Diagnostic radiographer,IT,Decreasing,Moderate,111105.01,Associate Degree,4,3693,4322,34.16,14.94,India,27.11
Biomedical engineer,Education,Increasing,Moderate,140197.95,PhD,10,9252,4445,42.54,90.9,China,46.7
"Engineer, agricultural",Education,Increasing,Low,142706.98,Master’s Degree,14,7381,6419,26.33,76.85,Germany,76.79
"Geologist, wellsite",IT,Increasing,Low,106001.32,PhD,12,2928,3666,40.61,62.7,Germany,32.47
"Conservator, furniture",IT,Decreasing,Moderate,81374.29,PhD,19,2467,6331,48.91,10.8,Germany,31.59
Chartered loss adjuster,Education,Increasing,High,99778.31,PhD,11,6442,5047,12.48,23.59,India,53.31
Diagnostic radiographer,Healthcare,Increasing,Low,79696.37,High School,5,5512,8008,28.76,42.25,Germany,24.51
"Nurse, mental health",Education,Decreasing,Moderate,101228.99,Master’s Degree,5,9850,7114,21.27,41.66,USA,64.09
Solicitor,Entertainment,Decreasing,Moderate,149170.94,Bachelor’s Degree,7,2653,7861,51.91,10.04,UK,50.17
Higher education careers adviser,Entertainment,Increasing,Moderate,47318.4,Master’s Degree,12,3487,1825,13.61,11.52,India,43.51
Manufacturing engineer,Retail,Decreasing,High,140866.01,Associate Degree,8,2911,968,41.09,71.92,USA,47.94
Accommodation manager,Healthcare,Increasing,Moderate,46548.84,Master’s Degree,3,3185,3236,87.15,99.78,Canada,66.5
Media buyer,Healthcare,Increasing,Low,63381.87,Bachelor’s Degree,7,2169,381,48.37,56.6,India,58.59
Health promotion specialist,Healthcare,Decreasing,Low,59099.03,Bachelor’s Degree,18,2982,3814,12.06,28.8,Germany,66.21
"Accountant, chartered certified",Finance,Increasing,High,121988.11,High School,15,8307,5036,54.22,22.75,UK,62.54
"Conservation officer, nature",Manufacturing,Increasing,High,95074.4,Associate Degree,16,3392,4109,37.84,73.67,Germany,53.92
Fitness centre manager,Education,Increasing,Low,82330.16,High School,5,6253,8878,60.49,45.56,Brazil,73.26
Recruitment consultant,IT,Increasing,Low,56805.63,Associate Degree,9,990,8976,9.99,99.93,Canada,35.93
"Psychologist, sport and exercise",IT,Increasing,High,101766.8,PhD,9,8963,8744,28.35,31.13,UK,40.72
"Production assistant, television",IT,Increasing,High,123970.14,PhD,17,9015,7088,24.57,0.37,Germany,53.88
Quantity surveyor,Education,Decreasing,High,42624.32,High School,8,4126,5643,49.98,3.72,Germany,42.07
Colour technologist,Transportation,Increasing,Moderate,103627.25,High School,17,688,942,71.12,97.45,India,58.47
Futures trader,Retail,Decreasing,Low,136987.11,PhD,18,432,787,53.59,40.71,Australia,43.22
Best boy,Finance,Increasing,High,88833.56,Master’s Degree,7,1329,5600,47.09,22.95,Brazil,43.77
"Editor, film/video",Entertainment,Increasing,Moderate,103671.77,PhD,8,645,3719,27.17,47.1,USA,56.73
Building control surveyor,Manufacturing,Increasing,Moderate,124597.85,Master’s Degree,15,7526,5287,95.88,63.61,China,58.72
Operations geologist,Manufacturing,Decreasing,High,31754.99,PhD,7,7949,4844,96.65,81.18,China,79.23
Automotive engineer,Transportation,Increasing,High,90842.11,Bachelor’s Degree,2,9341,4947,6.32,15.93,China,76.23
IT sales professional,Transportation,Decreasing,High,91819.66,High School,14,661,3095,72.43,46.1,Germany,21.39
Theatre director,Entertainment,Increasing,Low,71001.84,High School,12,6581,8654,20.32,77.4,USA,32.81
"Conservation officer, historic buildings",Healthcare,Decreasing,High,134780.19,Master’s Degree,19,9782,1023,77.84,35.39,USA,40.05
Wellsite geologist,Healthcare,Increasing,Moderate,90287.63,Master’s Degree,18,1960,2082,37.09,98.28,Canada,55.17
Air traffic controller,Manufacturing,Decreasing,High,111847.14,Bachelor’s Degree,7,6342,4627,75.25,66.73,Germany,63.77
"Programmer, applications",Entertainment,Increasing,Low,66237.63,Master’s Degree,5,2090,8741,77.62,1.74,India,73.94
"Designer, television/film set",Retail,Increasing,High,85836.13,High School,1,1891,6220,66.89,58.66,USA,50.8
Sub,Finance,Decreasing,High,46995.86,Bachelor’s Degree,8,6517,5459,14.56,28.1,Australia,69.77
Television/film/video producer,Transportation,Increasing,High,124006.38,High School,11,4391,8476,67.36,50.15,USA,61.11
Aid worker,Manufacturing,Increasing,Low,71160.82,PhD,18,112,6098,21.42,83.23,India,76.4
Social researcher,Finance,Increasing,High,55998.38,Master’s Degree,15,6076,2070,19.76,45.4,Canada,50.36
Advertising art director,Manufacturing,Increasing,Moderate,55927.43,Bachelor’s Degree,1,7293,2278,57.38,32.43,USA,38.26
Medical technical officer,Entertainment,Decreasing,High,137152.69,PhD,17,6419,8017,83.08,72.19,India,34.85
Colour technologist,IT,Decreasing,Low,43214.26,High School,13,8848,7716,8.68,42.97,UK,71.56
"Engineer, petroleum",Retail,Decreasing,High,140044.37,High School,9,6403,6574,73.21,3.96,Germany,33.23
Product manager,Education,Decreasing,High,52506.54,High School,1,2216,7017,36.33,20.58,UK,27.97
Technical brewer,Healthcare,Increasing,Moderate,111815.36,Associate Degree,9,9480,343,36.03,6.15,Germany,42.55
Higher education lecturer,Finance,Decreasing,High,92077.75,Associate Degree,1,2532,2059,88.43,24.22,Brazil,40.6
Advertising account executive,Retail,Increasing,Low,53152.08,Associate Degree,5,8278,1863,50.63,44.34,Australia,25.78
Training and development officer,Finance,Increasing,Moderate,107904.96,PhD,1,7322,2263,84.99,25.09,Canada,41.54
Neurosurgeon,Entertainment,Decreasing,Moderate,72078.47,Bachelor’s Degree,9,7925,1027,52.31,27.3,Brazil,52.9
Financial trader,Education,Decreasing,Low,139821.1,Master’s Degree,4,8617,5126,22.02,18.54,USA,37.94
Recruitment consultant,IT,Decreasing,Moderate,111322.09,Bachelor’s Degree,15,9240,9437,61.41,5.04,India,42.62
"Nurse, learning disability",Healthcare,Decreasing,Low,93356.24,Bachelor’s Degree,0,595,3550,44.18,4.31,Brazil,78.39
Therapeutic radiographer,Entertainment,Decreasing,Moderate,93485.85,Master’s Degree,3,6105,7127,1.68,67.83,USA,28.51
Corporate treasurer,Transportation,Decreasing,Low,72368.09,Associate Degree,4,9829,7255,52.32,90.38,Brazil,39.42
Recruitment consultant,Education,Decreasing,High,63140.86,Bachelor’s Degree,12,9020,2098,14.2,93.33,China,66.96
Armed forces technical officer,Manufacturing,Decreasing,High,84566.81,High School,16,6526,2613,64.2,73.85,Brazil,25.35
"Exhibitions officer, museum/gallery",Retail,Decreasing,Moderate,121885.77,PhD,12,2680,4109,49.38,18.1,UK,31.87
"Social research officer, government",Retail,Decreasing,Moderate,54802.98,Associate Degree,19,6341,2167,99.43,58.8,India,39.59
"Secretary, company",Manufacturing,Decreasing,Moderate,100491.79,PhD,14,7013,3867,85.14,99.1,UK,34.02
"Investment banker, corporate",Transportation,Increasing,Low,111822.34,Bachelor’s Degree,5,658,8101,91.12,41.11,Brazil,44.76
"Accountant, chartered public finance",Finance,Decreasing,Low,61669.68,Bachelor’s Degree,15,3075,8372,12.97,38.51,USA,42.3
Food technologist,Finance,Decreasing,Low,121958.04,Bachelor’s Degree,16,962,3954,36.35,32.07,India,63.54
Firefighter,Retail,Decreasing,Low,64284.08,Bachelor’s Degree,7,2671,540,81.88,27.48,Canada,48.51
Farm manager,Transportation,Increasing,Moderate,125290.59,High School,0,4873,2153,38.14,6.29,Canada,23.46
"Engineer, building services",Retail,Increasing,Moderate,65198.66,Associate Degree,6,9350,9039,50.38,76.69,Canada,49.2
"Geologist, engineering",Finance,Increasing,Low,74938.79,Bachelor’s Degree,11,8534,9966,98.23,79.42,China,54.81
"Nurse, learning disability",Manufacturing,Decreasing,Low,90412.6,Bachelor’s Degree,14,7172,4667,1.21,6.69,Australia,66.85
"Geologist, wellsite",Manufacturing,Decreasing,Low,139874.31,Bachelor’s Degree,8,5431,9485,75.57,45.19,Australia,60.74
Broadcast engineer,Entertainment,Increasing,Low,103354.82,High School,9,5383,6988,67.61,22.94,Australia,20.06
"Psychologist, prison and probation services",Entertainment,Decreasing,Low,65537.29,Associate Degree,3,1746,8132,91.0,45.1,Brazil,20.54
Counsellor,Finance,Decreasing,Low,122659.93,PhD,2,9871,9125,43.3,36.63,Brazil,23.2
Colour technologist,IT,Decreasing,High,120301.63,High School,19,4306,5557,41.73,53.11,China,43.51
Therapeutic radiographer,Entertainment,Decreasing,Low,71988.91,Master’s Degree,12,6501,2091,87.34,69.17,USA,35.38
"Designer, exhibition/display",Manufacturing,Increasing,High,86163.8,PhD,15,2338,7449,22.62,69.61,China,44.27
Medical illustrator,Education,Decreasing,High,115068.01,Associate Degree,2,764,9902,0.0,87.01,Brazil,70.63
Nutritional therapist,Healthcare,Increasing,Moderate,67965.71,Master’s Degree,8,4462,2213,55.52,64.42,UK,67.84
"Therapist, music",Healthcare,Increasing,High,113290.62,Associate Degree,3,7411,2111,35.91,60.76,China,61.91
Quarry manager,Transportation,Decreasing,High,83834.19,PhD,18,6550,6081,40.29,1.18,China,52.67
Public librarian,IT,Decreasing,High,136403.6,Associate Degree,17,4513,6822,50.43,53.49,Brazil,61.57
IT sales professional,IT,Increasing,High,36601.62,Master’s Degree,18,7078,987,65.18,87.39,India,35.09
Restaurant manager,Healthcare,Decreasing,High,47927.71,High School,8,5543,9821,82.23,74.94,Brazil,75.27
Tour manager,Education,Increasing,Moderate,34243.33,PhD,14,4373,9994,62.11,8.54,Canada,79.3
"Surveyor, quantity",Healthcare,Decreasing,Moderate,127284.76,Associate Degree,5,733,8622,96.52,47.29,China,27.27
"Designer, interior/spatial",Retail,Increasing,Low,38091.23,Associate Degree,15,2685,3140,27.7,59.48,India,53.04
Technical sales engineer,Manufacturing,Decreasing,High,84183.71,Bachelor’s Degree,3,9124,6570,31.48,59.94,Brazil,68.65
"Administrator, local government",IT,Increasing,Moderate,81149.7,Master’s Degree,2,212,8020,0.09,78.72,Germany,59.12
Automotive engineer,Retail,Increasing,High,72860.17,Bachelor’s Degree,12,750,9220,66.82,46.44,Brazil,33.59
Airline pilot,Healthcare,Decreasing,High,42162.76,Associate Degree,6,831,5095,33.63,7.09,USA,68.26
Audiological scientist,Retail,Decreasing,Moderate,59788.21,Bachelor’s Degree,16,8818,1509,35.69,76.12,Canada,22.17
"Engineer, aeronautical",Healthcare,Increasing,Low,107046.9,High School,16,7851,2527,82.21,35.34,Germany,62.6
Camera operator,Finance,Decreasing,High,99101.23,Bachelor’s Degree,19,8195,1885,79.62,44.07,India,20.37
"Loss adjuster, chartered",Transportation,Decreasing,Moderate,98166.32,Associate Degree,7,3618,7074,63.95,18.78,USA,68.43
Social researcher,IT,Increasing,Moderate,83630.12,PhD,12,9068,6799,66.93,39.14,Brazil,77.25
"Engineer, broadcasting (operations)",Manufacturing,Increasing,Low,134922.52,High School,20,804,3593,75.1,98.94,China,55.6
Animal nutritionist,Healthcare,Increasing,Low,84306.85,High School,2,4311,5645,99.13,79.35,UK,20.58
Research scientist (life sciences),Healthcare,Increasing,Moderate,142908.56,Master’s Degree,19,2121,8844,75.29,88.57,USA,65.17
"Solicitor, Scotland",Manufacturing,Decreasing,Moderate,117409.85,High School,10,8030,7433,51.43,61.81,USA,58.49
"Surveyor, building",Education,Increasing,High,31601.31,Associate Degree,0,7702,8559,22.21,22.13,India,52.48
Furniture designer,Entertainment,Increasing,Low,111191.54,Master’s Degree,13,608,8686,45.93,89.33,Germany,71.66
Health visitor,Entertainment,Decreasing,High,40610.77,Bachelor’s Degree,19,9070,3915,93.72,59.33,India,74.15
"Programme researcher, broadcasting/film/video",Healthcare,Decreasing,Low,41798.47,Associate Degree,16,5067,4774,60.32,80.36,Canada,58.87
"Accountant, chartered public finance",Retail,Decreasing,Moderate,118744.72,Master’s Degree,18,3722,7553,61.91,64.15,USA,37.77
Network engineer,IT,Increasing,Low,105060.37,Bachelor’s Degree,1,7040,1692,42.69,51.58,India,29.5
Interior and spatial designer,Manufacturing,Decreasing,High,128593.18,Associate Degree,8,9817,6304,70.16,82.85,China,47.64
"Psychologist, prison and probation services",Manufacturing,Decreasing,High,71893.97,PhD,4,6839,8185,92.85,41.52,Germany,69.98
Orthoptist,Retail,Decreasing,Low,49133.49,High School,11,724,9803,46.7,97.2,USA,67.01
"Scientist, forensic",Healthcare,Increasing,Low,127029.65,High School,6,8103,3817,10.53,0.76,UK,52.6
Lawyer,Entertainment,Increasing,High,51763.57,PhD,20,5511,3648,49.87,29.79,Canada,71.09
Furniture designer,Manufacturing,Increasing,High,144930.13,Bachelor’s Degree,19,3504,4111,14.69,22.91,Australia,74.67
"Engineer, control and instrumentation",Entertainment,Increasing,Low,37544.39,Bachelor’s Degree,5,1208,1473,80.5,52.17,Australia,78.54
"Engineer, civil (contracting)",Manufacturing,Increasing,Moderate,97743.59,Associate Degree,9,9740,8410,53.82,30.29,China,41.27
Television production assistant,Education,Decreasing,Moderate,64466.04,Master’s Degree,16,3226,1202,32.29,23.73,Brazil,63.35
Chief Financial Officer,Education,Increasing,Low,98046.67,PhD,2,4180,1692,59.55,64.85,India,48.39
"Sales professional, IT",Transportation,Decreasing,Low,146862.94,Bachelor’s Degree,20,5822,590,26.79,42.48,Australia,26.96
Water quality scientist,Healthcare,Increasing,High,100016.48,PhD,19,6961,416,22.01,74.11,Brazil,72.64
Film/video editor,Education,Decreasing,Moderate,63446.52,High School,8,1508,2136,35.36,55.18,India,72.27
"Administrator, sports",Manufacturing,Increasing,Low,46427.91,Bachelor’s Degree,2,3354,5940,64.23,98.93,Canada,48.05
Marine scientist,Transportation,Decreasing,High,140990.72,Associate Degree,16,7747,9609,0.09,29.26,Canada,23.07
Soil scientist,Healthcare,Decreasing,Moderate,46811.23,Associate Degree,19,5800,9927,13.42,1.26,Brazil,54.35
Public librarian,Finance,Decreasing,High,100673.7,High School,11,3176,4868,22.32,18.97,India,40.2
Housing manager/officer,Manufacturing,Increasing,High,146300.17,Master’s Degree,12,8194,8090,18.75,71.07,India,66.14
Magazine journalist,Manufacturing,Decreasing,Low,149037.6,Master’s Degree,19,502,1585,44.76,61.69,UK,78.58
Product designer,Manufacturing,Decreasing,High,44675.7,PhD,8,3413,1794,41.65,43.14,India,33.58
Armed forces operational officer,Entertainment,Increasing,Low,100630.05,High School,9,1346,7464,74.29,13.41,India,21.09
Arts administrator,Transportation,Increasing,High,118055.73,Associate Degree,20,6597,275,98.06,35.31,China,72.67
TEFL teacher,Transportation,Decreasing,Low,30016.61,High School,0,7669,5934,31.4,77.59,UK,47.77
"Production designer, theatre/television/film",Entertainment,Increasing,High,98828.06,Associate Degree,10,8997,2506,1.51,80.83,Germany,59.48
"Engineer, civil (contracting)",Finance,Increasing,High,33884.42,Bachelor’s Degree,13,2958,9819,45.1,15.66,China,69.0
Hydrogeologist,Healthcare,Increasing,Moderate,67160.77,PhD,10,6937,9423,90.94,76.36,India,62.75
"Sound technician, broadcasting/film/video",Healthcare,Increasing,Low,50711.71,Bachelor’s Degree,8,2936,4615,82.32,10.77,UK,78.12
"Clinical scientist, histocompatibility and immunogenetics",IT,Decreasing,Low,55560.32,Master’s Degree,13,1917,3226,73.21,91.19,UK,64.01
Operational investment banker,Finance,Increasing,High,69655.29,Bachelor’s Degree,16,1472,7747,92.63,4.01,UK,27.79
Sports therapist,Retail,Increasing,Low,57378.85,High School,18,1241,6012,59.53,62.11,China,39.89
Fast food restaurant manager,Transportation,Increasing,Low,39150.38,Master’s Degree,8,8156,3828,32.27,69.04,India,71.55
"Engineer, energy",Entertainment,Increasing,Moderate,86843.07,Master’s Degree,16,4880,8869,36.32,24.23,Germany,36.17
Insurance claims handler,Healthcare,Increasing,Moderate,68097.47,PhD,6,5316,2486,89.74,41.37,Brazil,76.41
Film/video editor,Healthcare,Decreasing,High,30766.89,High School,13,1032,4313,26.73,74.65,India,56.8
"Administrator, charities/voluntary organisations",Finance,Increasing,Low,129972.73,Master’s Degree,2,5489,4477,26.54,70.58,Australia,44.86
Private music teacher,Entertainment,Decreasing,Moderate,68569.17,Bachelor’s Degree,20,1262,7741,20.63,39.7,Australia,79.43
Investment analyst,Healthcare,Decreasing,Low,33912.65,Associate Degree,15,9602,5209,37.57,43.7,China,38.48
Interpreter,Retail,Increasing,High,94247.23,PhD,19,5173,8721,27.51,84.12,Germany,25.1
Marine scientist,IT,Increasing,High,42785.76,Master’s Degree,10,6579,1872,39.82,14.18,Germany,38.56
Ceramics designer,Finance,Increasing,Low,59030.73,Bachelor’s Degree,14,8643,6196,2.34,26.19,Brazil,27.43
"Civil engineer, consulting",Transportation,Increasing,Low,96437.89,Bachelor’s Degree,20,8763,7292,9.74,36.42,Australia,70.65
Television production assistant,Finance,Increasing,Low,123775.63,Bachelor’s Degree,17,495,7599,34.45,51.54,Canada,52.86
Chief Strategy Officer,Manufacturing,Decreasing,Low,84430.99,Master’s Degree,9,3133,2027,92.56,94.98,Australia,59.19
Air cabin crew,Entertainment,Increasing,High,46912.02,High School,16,4342,502,27.3,80.26,China,69.96
Insurance broker,IT,Increasing,Moderate,39476.9,Associate Degree,16,7959,3203,28.66,28.84,Brazil,70.55
Town planner,Entertainment,Increasing,High,33638.08,Associate Degree,6,6724,9473,6.91,70.88,Brazil,76.86
Economist,Manufacturing,Increasing,High,60901.75,Associate Degree,16,3189,2780,24.65,64.37,India,54.97
"Scientist, marine",Healthcare,Increasing,Low,56086.52,Master’s Degree,10,1039,170,81.51,31.43,China,79.96
Risk manager,IT,Increasing,High,113329.49,High School,4,2102,4767,7.81,70.64,Canada,49.67
Print production planner,Manufacturing,Decreasing,Low,106763.72,Master’s Degree,2,4604,4169,43.93,3.11,UK,36.23
Art gallery manager,Finance,Decreasing,Moderate,131331.59,PhD,17,466,7458,46.84,34.4,Brazil,25.04
Site engineer,Retail,Decreasing,Low,143017.23,Bachelor’s Degree,20,582,5952,44.64,20.0,USA,48.15
"Designer, television/film set",Healthcare,Increasing,High,51854.53,Associate Degree,19,2931,6185,74.23,47.05,Australia,29.39
"Production designer, theatre/television/film",Entertainment,Increasing,Low,68614.46,Bachelor’s Degree,9,2153,1962,49.85,37.19,Australia,27.52
Data processing manager,Retail,Increasing,High,109790.34,PhD,18,1300,5668,51.69,64.13,Canada,62.9
Hydrographic surveyor,Retail,Increasing,Moderate,87233.5,Master’s Degree,11,1484,9828,64.63,63.65,UK,71.13
Medical illustrator,Entertainment,Increasing,Moderate,79768.38,Bachelor’s Degree,19,4895,5337,2.15,95.19,Australia,34.57
"Radiographer, therapeutic",IT,Increasing,Moderate,54345.69,PhD,4,9750,1271,96.21,7.13,Germany,45.04
"Psychologist, educational",Entertainment,Decreasing,Low,69207.06,PhD,15,9559,8789,99.32,14.94,China,72.54
Production engineer,Entertainment,Increasing,High,74354.84,PhD,20,7609,4072,82.27,47.37,India,60.57
Human resources officer,Retail,Increasing,Low,80267.02,Bachelor’s Degree,12,593,7604,18.98,11.58,Brazil,66.94
Hotel manager,Entertainment,Decreasing,Moderate,79659.02,Bachelor’s Degree,12,9376,7732,65.54,55.76,Brazil,43.81
"Scientist, research (life sciences)",Transportation,Increasing,High,101333.78,PhD,8,1374,3358,97.67,54.53,UK,74.62
Trading standards officer,IT,Decreasing,Moderate,63806.21,Associate Degree,16,545,4106,3.52,97.51,Brazil,22.1
Intelligence analyst,Education,Decreasing,Low,95554.23,Master’s Degree,18,2594,9118,88.44,3.38,Australia,27.55
Museum/gallery curator,Entertainment,Decreasing,High,132933.27,High School,12,9202,1525,15.33,63.61,USA,70.78
Geochemist,Entertainment,Increasing,Low,110666.01,High School,18,3998,7668,71.34,81.18,USA,43.85
Trading standards officer,Manufacturing,Increasing,High,110409.13,Master’s Degree,4,6286,4833,93.34,22.98,UK,35.8
Ship broker,Retail,Decreasing,High,94634.01,High School,6,3580,2729,81.84,21.36,USA,58.62
Risk analyst,IT,Increasing,Moderate,81967.64,Bachelor’s Degree,6,8630,5096,8.79,80.01,Australia,71.82
Meteorologist,Manufacturing,Decreasing,Moderate,60291.91,PhD,17,9388,3398,76.48,96.12,Canada,61.67
Electrical engineer,Transportation,Decreasing,Moderate,117143.53,High School,7,6774,3876,70.6,82.65,USA,24.87
Analytical chemist,Education,Decreasing,Low,110297.54,Associate Degree,17,9607,7984,90.53,16.29,Canada,40.75
"Therapist, art",Manufacturing,Increasing,High,78640.81,Associate Degree,15,2300,2179,96.11,51.74,India,26.34
Further education lecturer,Transportation,Increasing,Low,69914.86,Bachelor’s Degree,4,9806,9021,0.52,13.23,India,27.21
Social worker,Manufacturing,Increasing,Low,127717.03,Bachelor’s Degree,14,4303,8719,21.88,12.0,Australia,58.69
Architect,Retail,Decreasing,High,148686.48,High School,13,7344,8308,26.3,68.49,Australia,37.42
Gaffer,Retail,Increasing,Moderate,51765.43,Master’s Degree,8,807,1154,34.79,75.43,China,21.56
"Secretary, company",Retail,Decreasing,Moderate,84284.68,Associate Degree,13,1785,3264,58.17,9.01,Germany,57.35
Database administrator,Entertainment,Decreasing,Low,76976.37,Master’s Degree,20,5372,2116,22.74,11.85,Germany,22.02
"Pilot, airline",Education,Increasing,High,126467.84,Associate Degree,15,2554,6593,21.47,16.71,Australia,55.78
Planning and development surveyor,Finance,Decreasing,High,105607.63,High School,13,8999,6167,94.61,82.61,Germany,57.99
Hydrologist,Manufacturing,Decreasing,Low,85029.9,High School,16,7685,8938,32.72,54.48,Australia,39.59
Public relations officer,Finance,Decreasing,Moderate,138670.91,High School,15,859,3183,52.04,82.87,China,40.96
Exercise physiologist,Entertainment,Decreasing,Low,100330.14,PhD,14,8847,5607,28.05,91.89,China,56.21
Drilling engineer,Entertainment,Increasing,Moderate,72527.26,PhD,18,2411,2122,18.54,36.19,UK,69.84
Heritage manager,Manufacturing,Decreasing,Low,119781.26,High School,9,6734,1863,30.77,75.57,Germany,22.24
Writer,Retail,Increasing,Moderate,61263.84,PhD,2,470,9951,31.74,17.41,Australia,65.92
Brewing technologist,Entertainment,Decreasing,Low,135852.51,Bachelor’s Degree,5,6482,7656,47.64,8.77,Canada,44.25
Senior tax professional/tax inspector,Transportation,Increasing,Moderate,79480.16,High School,17,4885,385,40.35,77.3,India,48.42
Educational psychologist,Finance,Decreasing,Moderate,101410.96,PhD,12,107,6678,30.81,20.77,USA,69.68
Diplomatic Services operational officer,Transportation,Increasing,Moderate,130305.04,High School,7,2889,9150,34.67,90.16,USA,72.99
"Designer, textile",IT,Decreasing,Low,83698.31,Associate Degree,20,4180,2531,6.93,47.09,Germany,47.48
Operational researcher,Finance,Decreasing,High,144849.95,Master’s Degree,17,7629,2783,17.13,80.7,Canada,33.75
Hydrogeologist,Retail,Decreasing,Moderate,105341.56,Bachelor’s Degree,6,1952,4551,79.48,6.27,UK,57.52
Further education lecturer,Finance,Decreasing,Moderate,84921.48,Associate Degree,9,5139,2589,12.32,66.01,India,47.94
Product manager,Healthcare,Increasing,Low,125694.96,Bachelor’s Degree,12,7896,6724,32.35,66.84,Australia,74.01
"Surveyor, hydrographic",Retail,Increasing,Low,81565.75,Bachelor’s Degree,4,3921,4971,6.3,64.71,Australia,28.77
Medical illustrator,Retail,Increasing,High,113781.62,Master’s Degree,15,664,2838,3.31,34.2,Australia,34.42
Pathologist,Manufacturing,Decreasing,Moderate,62799.51,PhD,20,147,3774,65.55,18.47,Brazil,30.65
Sales executive,IT,Increasing,High,51676.37,PhD,10,1174,4121,27.08,83.79,Canada,79.56
Emergency planning/management officer,Entertainment,Increasing,Low,57810.68,Bachelor’s Degree,3,1114,7992,92.12,22.33,China,53.47
Broadcast engineer,Finance,Decreasing,High,116678.67,Master’s Degree,15,8951,5250,47.11,0.98,USA,66.54
"Therapist, nutritional",Entertainment,Decreasing,Moderate,40760.91,Bachelor’s Degree,20,4503,3459,73.79,73.3,Canada,64.88
Agricultural consultant,IT,Increasing,High,95117.33,Associate Degree,12,570,1972,32.38,7.75,Brazil,28.97
Medical laboratory scientific officer,Retail,Increasing,Moderate,60870.35,PhD,3,6277,1949,86.83,20.17,Canada,33.0
Psychiatric nurse,Entertainment,Increasing,Moderate,109790.3,Master’s Degree,5,9765,8306,97.11,20.66,China,55.38
"Administrator, local government",Healthcare,Decreasing,Moderate,103098.54,PhD,3,7763,5008,38.08,50.46,China,29.3
Child psychotherapist,Education,Increasing,High,49153.84,High School,13,2908,1931,12.7,91.7,China,20.08
Air cabin crew,Finance,Increasing,Moderate,110826.81,Bachelor’s Degree,14,8266,8483,40.74,86.37,UK,47.48
"Education officer, environmental",Entertainment,Increasing,Moderate,63039.02,Associate Degree,12,9153,6379,1.51,6.94,UK,70.04
"Teacher, adult education",Education,Decreasing,Moderate,44056.19,Associate Degree,15,5509,2220,51.79,85.74,UK,68.15
Land,Healthcare,Increasing,Moderate,81415.14,Associate Degree,5,5546,2211,33.1,49.59,Brazil,59.55
"Programmer, systems",Finance,Decreasing,Moderate,108636.89,High School,20,6604,4748,89.45,97.1,Brazil,74.37
Conference centre manager,Retail,Decreasing,High,104282.78,Bachelor’s Degree,19,8788,9921,45.01,91.33,Australia,26.93
Games developer,Transportation,Decreasing,Moderate,102251.69,Bachelor’s Degree,7,8230,2431,58.38,87.36,India,78.66
Secretary/administrator,Education,Decreasing,Moderate,48377.82,High School,11,5486,3724,75.73,91.83,Canada,52.81
Call centre manager,Manufacturing,Increasing,High,44787.53,Bachelor’s Degree,2,2250,171,63.59,37.81,Canada,60.34
International aid/development worker,Finance,Decreasing,Moderate,72130.32,PhD,9,9232,9444,93.38,48.89,India,25.1
Fisheries officer,Retail,Decreasing,High,59880.87,Associate Degree,5,9306,4751,89.48,77.59,USA,26.69
"Surveyor, land/geomatics",Manufacturing,Decreasing,Moderate,87422.57,Master’s Degree,9,9347,7164,44.91,34.96,Brazil,44.24
Lobbyist,Retail,Increasing,Moderate,99907.83,Associate Degree,7,5306,2451,11.78,76.04,India,79.77
Trade union research officer,Healthcare,Increasing,High,144789.31,Master’s Degree,11,2450,601,37.88,15.13,Germany,63.31
Forensic scientist,Education,Decreasing,Moderate,78820.88,Associate Degree,20,9056,5397,77.81,97.77,Germany,78.11
Contracting civil engineer,Retail,Increasing,Low,64273.44,Bachelor’s Degree,3,2001,5432,68.34,0.7,UK,38.88
Glass blower/designer,IT,Decreasing,Moderate,44700.2,PhD,20,1693,1661,71.89,79.64,Brazil,55.49
"Investment banker, corporate",Finance,Decreasing,High,96456.85,High School,16,5328,6884,20.64,41.49,UK,48.33
Product designer,Entertainment,Increasing,Low,121209.23,Bachelor’s Degree,4,5659,7724,72.74,96.71,India,74.14
"Scientist, audiological",Finance,Increasing,Low,119307.86,Bachelor’s Degree,10,2631,5582,96.03,56.13,USA,29.68
IT sales professional,Transportation,Decreasing,Moderate,77451.22,Associate Degree,11,2551,7199,77.64,68.79,USA,41.4
"Horticulturist, amenity",IT,Decreasing,Low,94211.61,Bachelor’s Degree,19,6742,6470,61.0,43.39,Brazil,48.1
Bookseller,Entertainment,Increasing,High,97386.59,Associate Degree,18,6544,7622,68.6,82.7,China,48.16
"Conservation officer, nature",Finance,Increasing,Moderate,122559.36,High School,0,1952,3123,34.47,31.52,India,66.02
Advertising copywriter,Finance,Decreasing,Low,106480.15,PhD,20,5051,9673,39.0,13.96,Australia,47.85
Medical secretary,Healthcare,Decreasing,Moderate,133493.87,Master’s Degree,2,6251,5638,23.89,76.73,China,70.12
Museum/gallery exhibitions officer,Retail,Decreasing,Moderate,103841.68,PhD,5,2660,9584,13.24,11.54,Canada,34.48
Exercise physiologist,Entertainment,Increasing,High,116397.5,Associate Degree,5,9238,6332,93.87,81.29,Australia,75.53
"Editor, magazine features",Entertainment,Decreasing,Low,78296.42,Master’s Degree,20,9811,9962,56.82,71.28,India,25.97
"Pharmacist, community",Transportation,Increasing,High,53264.21,High School,9,5482,5070,4.92,62.21,UK,54.4
"Engineer, civil (consulting)",Manufacturing,Increasing,High,51754.92,High School,10,2633,8636,5.7,20.43,Canada,62.37
"Conservation officer, nature",Healthcare,Decreasing,High,35380.36,Associate Degree,5,5902,3844,39.8,51.47,Brazil,78.01
Science writer,Education,Decreasing,High,80257.43,Master’s Degree,19,8887,528,57.08,39.19,UK,65.15
Travel agency manager,Finance,Decreasing,High,54151.31,High School,16,1035,3155,82.53,21.4,Brazil,36.65
"Programmer, multimedia",Transportation,Increasing,High,96434.61,Associate Degree,4,8848,2031,76.26,52.36,Germany,40.55
Energy engineer,Retail,Decreasing,Moderate,35773.47,Associate Degree,19,872,6242,35.42,93.01,India,24.71
Chartered legal executive (England and Wales),Education,Increasing,Low,44797.87,Associate Degree,3,1619,5176,53.32,15.81,Canada,66.92
Theme park manager,Retail,Decreasing,High,40585.0,Master’s Degree,20,9503,2262,69.16,68.69,Canada,48.0
Medical laboratory scientific officer,Finance,Decreasing,Low,140041.47,Master’s Degree,7,6077,2787,31.56,49.71,Brazil,52.16
Paediatric nurse,Healthcare,Increasing,Low,53258.28,Master’s Degree,17,186,8849,20.83,69.11,Germany,69.81
"Psychologist, prison and probation services",IT,Increasing,Low,91472.86,Master’s Degree,10,2229,6124,96.97,75.91,USA,34.59
Retail banker,Manufacturing,Decreasing,Low,73713.27,PhD,14,6096,8651,78.16,3.65,China,40.42
Advertising account planner,Retail,Increasing,Moderate,85310.38,Master’s Degree,16,2890,2347,77.63,27.19,Brazil,56.29
Network engineer,IT,Increasing,Low,63049.54,PhD,9,6959,3592,37.09,36.8,Australia,74.73
"Engineer, materials",Retail,Decreasing,High,50624.86,PhD,13,7537,6339,73.69,48.87,USA,47.76
Visual merchandiser,Manufacturing,Increasing,Low,118183.6,High School,12,7238,8782,46.77,57.55,Brazil,78.89
"Designer, furniture",Retail,Increasing,Low,104011.65,Associate Degree,10,1506,2087,1.94,12.29,USA,26.09
Housing manager/officer,Education,Increasing,Low,140851.94,Associate Degree,20,9949,4916,22.86,59.87,China,59.47
Warden/ranger,Healthcare,Decreasing,Moderate,39278.1,Bachelor’s Degree,5,9065,4856,66.05,14.59,Australia,61.72
"Psychologist, prison and probation services",IT,Decreasing,High,148041.53,Associate Degree,12,5176,6566,20.49,67.43,UK,53.98
"Sound technician, broadcasting/film/video",Retail,Decreasing,Low,108094.84,Master’s Degree,20,4930,3114,6.95,2.95,India,47.92
Records manager,Finance,Decreasing,High,123619.31,Associate Degree,10,3186,8943,68.93,16.14,China,71.37
Hospital pharmacist,Manufacturing,Decreasing,Low,126651.93,PhD,8,2844,520,29.62,55.32,Brazil,24.53
Retail banker,Transportation,Increasing,High,43075.74,PhD,3,6940,9883,83.43,69.56,Canada,50.27
Publishing rights manager,Transportation,Increasing,High,78766.67,PhD,4,7810,5698,16.18,36.9,Australia,57.6
Hospital doctor,Entertainment,Increasing,Moderate,99314.04,PhD,8,6662,2128,82.93,92.45,Germany,40.12
Health service manager,Transportation,Decreasing,Moderate,113058.74,Associate Degree,5,3581,6987,69.81,35.35,India,73.67
"Nurse, children's",Transportation,Decreasing,Low,61299.5,Bachelor’s Degree,5,5460,4267,48.98,19.82,USA,45.6
"Therapist, speech and language",Finance,Increasing,Low,141935.5,Master’s Degree,4,2670,461,34.43,7.97,Germany,34.18
Research scientist (maths),Healthcare,Decreasing,Low,41986.0,PhD,15,7558,374,51.46,78.36,India,62.37
Television/film/video producer,Education,Increasing,Moderate,40773.59,Bachelor’s Degree,15,7243,7088,51.66,83.83,Germany,22.22
"Lecturer, further education",Finance,Increasing,High,50011.53,High School,18,5382,1512,42.06,18.93,Canada,70.18
Film/video editor,Finance,Increasing,High,57387.1,Associate Degree,12,8650,956,30.96,8.02,China,20.26
Freight forwarder,Finance,Increasing,Low,136604.24,High School,8,9886,5909,48.56,24.37,China,51.09
"Teacher, primary school",IT,Decreasing,Moderate,62456.59,Associate Degree,6,4844,2692,87.66,67.5,UK,23.38
Midwife,Finance,Increasing,High,124975.27,High School,10,5975,2965,46.09,46.61,Germany,46.82
Diagnostic radiographer,Finance,Decreasing,High,126799.7,PhD,11,4140,7679,57.78,90.1,Canada,67.85
"Radiographer, therapeutic",Retail,Decreasing,Moderate,66810.89,Master’s Degree,20,3508,1359,1.85,28.23,Brazil,42.04
Merchant navy officer,Manufacturing,Decreasing,High,42471.9,Master’s Degree,5,4392,8075,71.75,29.64,Canada,51.29
Quarry manager,Entertainment,Increasing,Moderate,36034.68,PhD,5,5681,1516,60.41,99.57,UK,56.86
Manufacturing systems engineer,Transportation,Decreasing,Moderate,67534.55,PhD,12,9329,6106,3.11,78.7,India,47.35
Medical technical officer,Finance,Increasing,Moderate,111243.12,Master’s Degree,5,8413,6319,64.22,21.95,Canada,72.75
Community development worker,Healthcare,Increasing,High,91214.95,Associate Degree,4,7388,5362,82.95,37.72,Australia,48.65
Research scientist (life sciences),Manufacturing,Increasing,High,41106.05,Master’s Degree,1,1708,6446,19.64,69.27,Brazil,47.63
Sports administrator,Entertainment,Increasing,Low,131407.48,Bachelor’s Degree,3,2876,4437,4.89,6.12,USA,31.79
Counsellor,Education,Increasing,Moderate,42349.82,High School,10,8980,1571,21.91,78.8,China,33.55
Occupational psychologist,Transportation,Decreasing,Low,83172.67,Associate Degree,2,3811,8437,60.34,31.18,India,22.38
Herbalist,Transportation,Increasing,High,124917.45,Bachelor’s Degree,18,9120,1865,1.87,52.4,USA,72.51
Science writer,Transportation,Decreasing,Moderate,53189.78,Bachelor’s Degree,19,4575,4787,73.47,44.73,India,66.37
Medical secretary,Education,Increasing,Moderate,57244.4,High School,4,4421,3367,39.68,86.53,Canada,69.69
"Administrator, Civil Service",Education,Decreasing,Low,66936.78,Associate Degree,6,5147,7339,96.83,79.49,Brazil,42.61
Barista,Education,Decreasing,Low,93208.95,High School,11,3669,3432,66.49,58.63,Brazil,27.62
Medical illustrator,Healthcare,Decreasing,Moderate,77706.86,Master’s Degree,18,7249,2279,53.8,33.77,USA,21.47
Exhibition designer,Finance,Increasing,Low,93419.63,High School,17,9078,9965,65.43,12.09,Brazil,67.98
Hydrogeologist,Healthcare,Increasing,High,106351.46,PhD,6,7490,2800,66.38,91.21,Brazil,36.1
Landscape architect,Finance,Increasing,Low,98568.67,Master’s Degree,9,7440,7434,36.3,19.3,UK,27.07
"Scientist, clinical (histocompatibility and immunogenetics)",Healthcare,Increasing,Low,57644.55,PhD,15,5438,8032,70.05,15.62,India,55.24
Musician,IT,Increasing,High,89222.3,PhD,6,6032,9421,42.8,54.22,USA,32.26
Animal nutritionist,Manufacturing,Decreasing,Low,94800.32,Master’s Degree,16,4610,9568,1.97,16.82,UK,28.0
Special effects artist,Healthcare,Increasing,Moderate,102411.31,Master’s Degree,18,7395,3688,35.3,40.37,Canada,59.27
Scientific laboratory technician,Finance,Decreasing,Moderate,70664.34,Associate Degree,7,727,7189,2.49,40.87,Australia,24.17
Telecommunications researcher,Retail,Increasing,Low,94117.29,Associate Degree,14,7364,7554,40.19,99.03,Germany,24.55
Gaffer,Manufacturing,Increasing,Low,63735.4,Bachelor’s Degree,14,5625,2156,36.25,69.04,Brazil,23.13
Clinical molecular geneticist,Healthcare,Increasing,High,110457.3,High School,14,8247,2963,85.64,79.75,UK,73.05
"Exhibitions officer, museum/gallery",Retail,Decreasing,Low,102864.92,High School,2,9653,6456,13.85,7.08,Australia,28.89
"Surveyor, hydrographic",Finance,Decreasing,Moderate,81680.76,Master’s Degree,13,3095,6289,85.83,80.49,Canada,61.31
Horticultural consultant,IT,Increasing,Low,78397.46,Bachelor’s Degree,1,8431,1009,99.3,4.64,China,39.3
Outdoor activities/education manager,Retail,Decreasing,High,59390.4,PhD,12,6557,7387,94.21,55.34,China,51.87
Theatre director,Finance,Increasing,High,64377.39,PhD,1,339,4061,20.33,4.41,Brazil,77.37
"Psychologist, counselling",Entertainment,Increasing,High,95981.27,High School,7,6670,5711,93.0,93.51,Australia,49.65
Operational investment banker,Entertainment,Increasing,Moderate,65226.57,Bachelor’s Degree,8,8021,6183,77.08,62.06,Brazil,59.48
Telecommunications researcher,Education,Decreasing,Moderate,147267.18,Bachelor’s Degree,4,291,8591,27.2,33.06,USA,64.57
Futures trader,Transportation,Increasing,Moderate,43634.68,Bachelor’s Degree,10,7625,1233,90.23,72.62,Germany,77.52
Geophysical data processor,Transportation,Decreasing,Moderate,94801.66,PhD,16,9827,3616,68.15,67.65,Germany,58.65
Arts administrator,Healthcare,Increasing,Moderate,109446.3,Bachelor’s Degree,12,3430,7872,38.18,33.74,UK,62.95
Clinical embryologist,Education,Decreasing,Moderate,54863.84,Master’s Degree,16,1901,6746,60.01,35.92,China,21.3
Multimedia programmer,Healthcare,Decreasing,Moderate,109665.79,Bachelor’s Degree,4,4094,7937,63.92,12.95,Australia,45.86
Metallurgist,Transportation,Decreasing,Low,78617.59,High School,15,7795,6654,11.43,70.92,Canada,35.04
Paramedic,Manufacturing,Decreasing,Moderate,56211.09,PhD,20,4821,2504,45.14,96.83,India,70.25
Operational investment banker,Education,Increasing,Moderate,83241.34,Master’s Degree,17,5905,7401,5.57,59.19,India,60.67
Quarry manager,Education,Increasing,High,39538.96,High School,13,9837,3447,0.58,94.06,Canada,20.01
Geophysicist/field seismologist,Finance,Increasing,High,31872.49,Master’s Degree,7,6214,2530,75.15,30.31,Brazil,78.45
Meteorologist,Finance,Decreasing,Moderate,99731.61,High School,2,6279,5064,69.07,21.87,India,44.71
Sports therapist,Finance,Decreasing,Moderate,85186.3,High School,7,5107,8573,89.43,84.02,UK,44.5
"Designer, blown glass/stained glass",Manufacturing,Increasing,High,30060.8,PhD,5,3311,5438,31.81,19.29,Brazil,25.82
Museum/gallery curator,Manufacturing,Decreasing,Moderate,130631.25,High School,5,8791,4966,43.77,21.8,USA,69.17
Homeopath,Finance,Decreasing,Moderate,39971.52,High School,11,4048,9906,6.15,10.43,Germany,43.86
"Programme researcher, broadcasting/film/video",Transportation,Decreasing,Moderate,50902.48,Bachelor’s Degree,2,9064,5953,22.02,2.03,Australia,27.07
Diagnostic radiographer,Education,Decreasing,Low,103506.49,Bachelor’s Degree,13,9647,6952,21.11,93.53,Brazil,64.75
Counselling psychologist,Education,Increasing,Moderate,88191.72,Master’s Degree,7,7927,2609,18.94,78.27,Brazil,75.51
Patent examiner,Retail,Increasing,Moderate,106144.3,Master’s Degree,1,7681,7980,94.84,39.67,China,65.98
Data scientist,Manufacturing,Increasing,Low,131031.57,High School,18,7773,4754,47.22,31.48,China,78.12
Geophysical data processor,Healthcare,Increasing,High,88131.0,PhD,8,2240,7747,52.56,69.94,Brazil,35.73
"Engineer, manufacturing systems",Education,Decreasing,Low,106171.61,Associate Degree,8,4699,7140,5.05,27.13,Germany,45.42
Chief of Staff,Healthcare,Decreasing,Low,126788.62,High School,9,4893,8037,37.48,48.22,Brazil,74.06
"Production assistant, television",Healthcare,Decreasing,Low,105856.18,Associate Degree,20,4086,1094,15.24,60.82,Canada,43.13
Pensions consultant,IT,Increasing,Moderate,134822.0,High School,1,3454,8216,3.67,39.89,Brazil,29.74
Community arts worker,Education,Increasing,Moderate,67051.17,Bachelor’s Degree,17,9233,3253,68.22,63.4,USA,41.19
Heritage manager,Entertainment,Decreasing,Moderate,106645.47,High School,12,6735,1841,85.28,61.2,Brazil,31.94
"Radiographer, therapeutic",Manufacturing,Decreasing,Low,50500.09,Master’s Degree,19,8867,8660,59.47,88.83,China,57.63
"Designer, interior/spatial",Healthcare,Decreasing,Moderate,98042.61,High School,4,1657,8889,14.63,65.78,Germany,70.18
Risk manager,Retail,Increasing,High,105659.4,Associate Degree,19,2129,2261,98.16,98.18,UK,27.67
Garment/textile technologist,Entertainment,Increasing,High,137374.45,PhD,12,2656,7684,55.48,11.13,Canada,67.3
"Conservator, museum/gallery",Retail,Decreasing,High,38850.16,Master’s Degree,8,5476,8728,43.92,76.41,Germany,21.62
Therapeutic radiographer,Education,Decreasing,Low,145182.53,Master’s Degree,13,1244,5971,18.74,19.98,Brazil,72.38
"Scientist, research (maths)",Transportation,Decreasing,Low,49876.07,Master’s Degree,11,2601,1299,71.54,85.67,Australia,64.19
Research scientist (maths),Education,Increasing,High,62760.7,Associate Degree,10,275,9118,19.64,73.36,Canada,25.64
Community arts worker,Entertainment,Decreasing,Moderate,123895.7,High School,3,9714,3650,52.24,43.49,Brazil,70.48
Osteopath,Transportation,Increasing,Moderate,123254.1,Associate Degree,10,2947,1811,27.5,26.56,China,58.74
Hotel manager,Retail,Increasing,Low,129221.19,Master’s Degree,3,4777,343,50.42,38.53,USA,37.05
Theatre stage manager,Healthcare,Increasing,High,31428.82,Bachelor’s Degree,12,9889,8562,66.58,33.78,Canada,30.21
"Development worker, community",Finance,Decreasing,High,138643.68,Master’s Degree,10,7778,2958,55.36,11.59,Germany,67.92
"Editor, magazine features",IT,Increasing,High,111553.54,Associate Degree,8,3465,7706,43.69,74.86,Canada,38.99
"Engineer, electronics",IT,Increasing,Moderate,134595.41,PhD,18,6257,6179,69.65,91.46,India,56.14
Radiation protection practitioner,Manufacturing,Decreasing,Moderate,53271.36,Master’s Degree,17,4352,9613,70.75,16.64,UK,73.13
"Surveyor, planning and development",Entertainment,Increasing,Moderate,44186.63,Bachelor’s Degree,7,7009,8192,86.35,36.85,Australia,77.42
Osteopath,Manufacturing,Decreasing,Moderate,99216.67,PhD,0,7901,5774,78.84,78.9,India,63.17
Materials engineer,IT,Decreasing,Moderate,104269.8,Bachelor’s Degree,19,6568,2197,29.98,95.46,Canada,69.41
"Merchandiser, retail",Retail,Decreasing,High,57827.66,PhD,4,6329,6722,43.32,53.33,Canada,50.66
"Scientist, forensic",Manufacturing,Increasing,High,69194.21,PhD,13,6015,3437,72.23,68.68,USA,56.39
Tourism officer,Education,Decreasing,Low,134470.79,High School,20,2081,104,45.39,16.64,Canada,75.15
"Engineer, site",Transportation,Decreasing,High,80006.36,PhD,12,6692,5795,67.59,10.14,Germany,22.89
Insurance underwriter,Finance,Increasing,Moderate,69398.05,Bachelor’s Degree,11,6848,7595,87.53,74.09,India,53.97
"Programmer, systems",Finance,Decreasing,High,86519.42,High School,20,9546,8655,95.03,19.77,Australia,26.75
Media buyer,Entertainment,Decreasing,Moderate,138092.45,High School,1,5915,7003,64.59,77.31,China,24.8
"Therapist, sports",Retail,Increasing,High,117711.88,High School,8,9578,3286,69.68,51.52,UK,36.01
Housing manager/officer,IT,Decreasing,High,81092.72,Bachelor’s Degree,20,4049,992,93.38,7.93,USA,37.16
Geographical information systems officer,Finance,Decreasing,Moderate,147974.14,High School,9,1213,5354,54.54,74.0,USA,32.61
Tourist information centre manager,Transportation,Increasing,Moderate,130257.68,Associate Degree,5,2470,3767,33.05,61.68,India,42.83
"Journalist, magazine",Entertainment,Decreasing,Moderate,51724.34,PhD,9,4834,2717,67.54,36.98,USA,32.16
"Teacher, secondary school",IT,Increasing,Moderate,39618.95,Associate Degree,3,9172,3383,13.61,91.53,Canada,49.99
Logistics and distribution manager,Education,Decreasing,Moderate,33973.34,High School,18,6384,2836,41.22,39.79,India,21.41
"Doctor, general practice",Manufacturing,Increasing,Low,124180.77,Bachelor’s Degree,3,9552,5906,82.21,25.66,Australia,27.87
Warehouse manager,Transportation,Decreasing,Low,38971.88,PhD,9,5962,3267,3.29,3.42,China,76.65
Cabin crew,Entertainment,Decreasing,Low,90189.58,Master’s Degree,10,2540,4469,70.17,60.32,UK,38.47
Dispensing optician,Transportation,Increasing,High,118361.49,High School,8,202,6408,26.47,81.43,Canada,78.21
Chemical engineer,Entertainment,Increasing,Low,54499.63,Bachelor’s Degree,9,8781,8167,60.94,22.54,China,68.47
Dietitian,Healthcare,Decreasing,Low,110551.82,High School,20,8268,4355,10.86,97.78,USA,20.94
Adult nurse,IT,Increasing,Moderate,135708.88,High School,13,7948,370,82.76,68.75,USA,29.39
Telecommunications researcher,IT,Decreasing,Moderate,120255.4,Associate Degree,6,5599,8060,93.8,78.93,China,51.38
Ship broker,Education,Increasing,High,108411.39,High School,20,2632,4764,3.76,1.14,USA,67.11
Patent attorney,Entertainment,Decreasing,Moderate,127245.76,Associate Degree,2,6750,2055,20.89,39.18,Australia,47.75
Occupational hygienist,Finance,Increasing,Moderate,118084.55,High School,19,2267,5779,8.93,53.79,India,46.33
Volunteer coordinator,Manufacturing,Decreasing,Low,99530.27,PhD,11,2763,480,65.39,81.17,India,54.67
Politician's assistant,IT,Increasing,High,43891.74,PhD,8,972,7168,49.5,73.98,Canada,42.8
Rural practice surveyor,Healthcare,Decreasing,Moderate,65538.57,PhD,2,1796,637,5.52,30.05,UK,33.88
Wellsite geologist,Retail,Increasing,Low,142969.84,PhD,3,8007,3258,24.23,80.08,China,79.97
"Psychologist, forensic",Education,Increasing,Moderate,147924.14,High School,19,5066,1819,86.25,9.83,UK,34.72
Market researcher,Education,Decreasing,High,35662.14,Master’s Degree,12,6060,8751,55.38,46.25,India,72.27
"Designer, furniture",Manufacturing,Decreasing,Moderate,74335.75,High School,5,8235,8265,72.47,14.17,USA,67.02
Barrister,Healthcare,Increasing,High,79156.11,PhD,10,5553,9048,44.36,94.38,India,73.4
Television camera operator,Manufacturing,Decreasing,Moderate,149596.98,PhD,8,3645,1423,76.38,52.1,USA,50.69
"Designer, television/film set",Entertainment,Decreasing,High,136432.39,Master’s Degree,11,798,4308,92.01,18.84,Brazil,42.02
Retail buyer,Retail,Decreasing,Low,55950.53,High School,20,4786,6539,59.79,27.06,Germany,72.6
IT sales professional,Manufacturing,Decreasing,Moderate,125045.49,High School,19,8483,2965,17.54,51.39,UK,46.11
"Accountant, chartered certified",Entertainment,Increasing,High,68024.38,Bachelor’s Degree,4,5910,8074,56.7,92.37,China,69.14
Accommodation manager,Entertainment,Increasing,Low,100474.67,PhD,1,4182,2935,90.1,7.23,Brazil,26.86
Insurance claims handler,IT,Increasing,High,95215.18,Bachelor’s Degree,13,9505,266,41.28,30.18,USA,38.59
Industrial buyer,Finance,Decreasing,High,80441.55,Associate Degree,3,5273,5714,70.71,44.02,USA,51.68
Clinical research associate,Education,Decreasing,Moderate,144939.43,Bachelor’s Degree,12,4804,1473,43.62,45.07,China,37.38
General practice doctor,Transportation,Increasing,Moderate,35534.64,High School,13,8468,5472,35.76,29.92,Australia,50.27
Chemical engineer,Healthcare,Decreasing,High,115764.43,Associate Degree,18,6358,8853,6.28,18.0,USA,68.71
Technical sales engineer,Healthcare,Decreasing,Low,71011.77,Associate Degree,15,1901,8735,53.72,97.86,Germany,26.66
Acupuncturist,Entertainment,Increasing,Moderate,94137.0,High School,8,3537,3602,34.27,7.06,USA,59.61
"Nurse, adult",Manufacturing,Decreasing,High,70332.4,Associate Degree,8,8909,5420,23.49,26.32,Canada,59.72
Paediatric nurse,Entertainment,Increasing,Low,74378.28,Associate Degree,18,4559,538,90.98,1.86,Australia,49.77
"Scientist, physiological",IT,Decreasing,Moderate,52726.48,High School,1,9020,6057,59.56,92.06,Canada,42.9
"Surveyor, insurance",IT,Increasing,Moderate,112039.41,PhD,7,1674,3115,63.16,45.95,Canada,20.35
Applications developer,Retail,Increasing,Moderate,65059.97,Bachelor’s Degree,16,2180,9455,98.09,99.33,UK,68.39
Comptroller,Entertainment,Increasing,High,119680.56,PhD,20,2934,4150,7.63,42.33,China,62.09
Fitness centre manager,Entertainment,Decreasing,Low,95995.98,Associate Degree,19,717,7485,7.32,10.05,USA,37.76
Insurance risk surveyor,Retail,Decreasing,Low,71065.91,Associate Degree,17,9405,2746,92.52,6.6,Germany,72.43
Regulatory affairs officer,Transportation,Increasing,Low,124122.22,Master’s Degree,2,4539,9206,93.79,82.99,UK,27.73
Banker,Healthcare,Increasing,Moderate,125964.91,High School,7,532,2826,48.33,52.61,Canada,42.18
English as a foreign language teacher,Entertainment,Increasing,Low,118405.28,High School,17,7543,5124,14.02,92.01,Brazil,56.52
Environmental education officer,IT,Decreasing,High,82368.75,Master’s Degree,17,3308,1062,6.48,62.02,USA,73.53
Dispensing optician,Retail,Decreasing,High,110321.71,High School,9,3759,974,15.86,77.57,India,77.51
Mental health nurse,Education,Increasing,High,95030.32,Associate Degree,10,8273,8436,21.98,48.85,Brazil,70.34
Transport planner,Finance,Decreasing,High,126324.78,PhD,1,9419,6778,63.8,91.66,Germany,59.73
Environmental consultant,IT,Decreasing,High,70919.17,Associate Degree,6,9658,9236,53.82,36.92,UK,59.27
Toxicologist,Entertainment,Decreasing,Moderate,35156.48,Master’s Degree,9,4629,9847,55.69,99.57,Germany,29.65
Advertising account executive,IT,Decreasing,Low,146809.58,PhD,11,3903,9426,6.1,91.13,India,29.88
English as a second language teacher,Entertainment,Increasing,Low,81875.9,Bachelor’s Degree,9,8964,6183,50.28,21.54,China,30.8
Farm manager,Finance,Increasing,Moderate,58010.17,PhD,4,5321,3679,22.95,50.95,India,33.23
"Optician, dispensing",Transportation,Decreasing,High,58828.14,High School,2,1333,8355,26.73,7.39,Brazil,28.95
Financial manager,Transportation,Decreasing,High,99734.55,Associate Degree,16,2032,5810,74.67,94.21,Brazil,37.48
"Scientist, research (physical sciences)",Finance,Decreasing,Moderate,132954.97,Bachelor’s Degree,14,4606,1742,41.26,33.62,Canada,64.37
Accounting technician,Entertainment,Decreasing,Low,92916.99,Bachelor’s Degree,0,211,1328,48.29,37.86,Brazil,37.18
"Investment banker, operational",Retail,Increasing,High,92950.12,PhD,10,3281,340,55.94,28.39,Brazil,53.18
"Optician, dispensing",Entertainment,Decreasing,High,120333.66,Master’s Degree,8,7358,6216,40.63,54.03,Germany,54.74
Museum education officer,Education,Decreasing,Low,40443.57,PhD,5,2368,1967,45.79,53.31,Germany,77.16
Armed forces technical officer,Education,Increasing,Moderate,103000.09,Associate Degree,13,5422,3386,48.58,4.17,Canada,23.73
Charity officer,Retail,Decreasing,Low,107569.78,Bachelor’s Degree,1,8064,3507,79.68,29.31,UK,31.98
Paramedic,Entertainment,Increasing,Moderate,135776.89,Bachelor’s Degree,10,1868,4711,30.44,99.41,China,63.4
Science writer,IT,Decreasing,High,68222.74,Bachelor’s Degree,8,394,5150,5.29,10.77,UK,72.36
Community development worker,Manufacturing,Decreasing,High,51323.82,Associate Degree,18,3235,2276,75.54,19.59,Brazil,48.55
Licensed conveyancer,Manufacturing,Increasing,Low,108519.49,PhD,14,2196,3053,39.76,10.28,China,39.5
"Designer, television/film set",Finance,Increasing,High,101087.57,High School,9,3883,1716,35.52,84.23,UK,32.71
Clinical research associate,Entertainment,Decreasing,High,108246.62,PhD,6,7170,8854,6.16,57.22,UK,73.29
Hydrogeologist,Manufacturing,Decreasing,High,148137.24,Associate Degree,3,301,9494,19.58,24.89,UK,65.93
Financial risk analyst,Healthcare,Decreasing,High,60430.4,PhD,4,6539,5231,59.4,39.41,China,35.11
Chartered management accountant,Retail,Decreasing,Moderate,41017.95,High School,0,5820,4205,70.04,50.91,UK,71.08
Agricultural consultant,IT,Increasing,Moderate,120947.88,PhD,16,4023,348,56.15,98.87,Australia,61.64
Archivist,Finance,Increasing,Low,31381.64,High School,5,6390,2240,79.85,81.97,China,30.03
Clinical cytogeneticist,Finance,Increasing,Low,81107.68,Associate Degree,10,7424,2092,29.34,81.34,Canada,62.47
"Designer, textile",Healthcare,Increasing,Low,110896.37,Bachelor’s Degree,8,7168,2057,10.73,13.66,China,69.18
Veterinary surgeon,Finance,Increasing,High,96281.02,PhD,9,7062,624,18.82,4.3,India,30.25
"Administrator, local government",IT,Increasing,Low,148197.48,Bachelor’s Degree,1,7239,2187,66.93,96.44,China,59.47
Video editor,IT,Increasing,Moderate,139529.81,Master’s Degree,16,105,6379,24.21,76.06,Germany,22.51
"Surveyor, mining",Manufacturing,Decreasing,Moderate,61695.79,Bachelor’s Degree,4,7919,5328,75.17,89.61,USA,40.1
"Engineer, automotive",IT,Decreasing,High,36774.1,Bachelor’s Degree,6,8610,9844,29.35,20.16,UK,56.01
Police officer,Manufacturing,Decreasing,Low,120231.09,Associate Degree,16,5641,1681,30.68,80.93,Germany,50.2
Chief Marketing Officer,Manufacturing,Increasing,High,104808.38,Bachelor’s Degree,5,7256,7103,24.74,66.79,China,64.84
Higher education careers adviser,Entertainment,Decreasing,Low,57109.66,Master’s Degree,11,8870,1933,83.1,85.75,Australia,29.22
Water engineer,Retail,Decreasing,High,56487.78,PhD,7,4267,8817,46.55,36.94,India,51.61
"Lighting technician, broadcasting/film/video",Manufacturing,Increasing,Moderate,33534.37,PhD,11,1430,9471,97.63,11.81,UK,75.01
Orthoptist,Finance,Increasing,High,121625.18,Bachelor’s Degree,10,1169,9820,42.37,61.36,USA,59.9
"Journalist, newspaper",Retail,Increasing,Low,146709.87,Associate Degree,10,7788,2341,28.99,92.97,Canada,26.92
Psychiatric nurse,Finance,Increasing,Moderate,61817.21,PhD,19,267,9517,22.71,56.85,China,34.59
Physiological scientist,Healthcare,Decreasing,High,31458.25,High School,16,6707,3346,13.49,28.69,UK,28.02
Air traffic controller,Healthcare,Increasing,High,66657.69,High School,20,5913,4197,89.32,21.24,China,42.84
Systems analyst,Finance,Increasing,Moderate,119536.0,High School,5,2926,3453,83.86,54.53,Canada,69.6
Electrical engineer,Education,Decreasing,Low,52445.83,Bachelor’s Degree,3,1530,3920,64.39,64.24,Germany,52.76
International aid/development worker,Education,Increasing,Low,66093.77,PhD,13,3952,5459,85.18,60.12,Germany,68.64
Translator,Entertainment,Increasing,Low,42609.7,Associate Degree,6,7411,9500,78.47,35.15,USA,27.74
Fashion designer,Transportation,Increasing,High,103670.08,Associate Degree,20,6346,4626,69.65,27.14,Australia,65.37
Firefighter,Education,Decreasing,Low,43825.63,Master’s Degree,5,6290,6284,24.83,93.62,USA,29.2
Production manager,Transportation,Increasing,Low,139481.58,Master’s Degree,15,6018,5949,26.33,22.33,Germany,62.77
"Lighting technician, broadcasting/film/video",IT,Increasing,High,79665.85,Associate Degree,1,758,9663,86.47,57.65,Canada,63.49
Tree surgeon,Transportation,Decreasing,Moderate,31549.62,Bachelor’s Degree,15,1217,1951,15.33,35.19,Germany,59.94
Medical physicist,Retail,Decreasing,Low,90778.65,Master’s Degree,13,6205,8661,44.2,2.37,USA,57.27
Management consultant,Manufacturing,Decreasing,Low,33662.29,Master’s Degree,18,2665,5277,50.63,61.01,Germany,65.07
Broadcast engineer,Entertainment,Decreasing,Moderate,143410.92,Associate Degree,19,893,2463,77.32,35.01,Australia,73.54
Consulting civil engineer,Education,Decreasing,Moderate,147793.95,PhD,6,4040,357,70.54,76.62,Brazil,74.46
Historic buildings inspector/conservation officer,Entertainment,Increasing,Low,82656.63,Associate Degree,6,277,7996,83.78,75.74,Brazil,36.4
Production engineer,Manufacturing,Decreasing,High,64764.37,Master’s Degree,5,4100,1691,14.56,76.29,Brazil,75.3
"Producer, radio",Finance,Increasing,Moderate,54406.74,High School,10,1683,4731,37.58,30.64,Germany,74.93
Ambulance person,Retail,Decreasing,Low,53164.87,Bachelor’s Degree,3,2024,2755,52.62,91.52,China,74.96
"Surveyor, commercial/residential",Transportation,Decreasing,Low,50542.79,Bachelor’s Degree,13,9503,9865,87.42,45.32,Brazil,59.01
Dance movement psychotherapist,IT,Decreasing,High,116728.6,Associate Degree,9,4484,7072,57.92,68.18,Germany,27.46
Location manager,Entertainment,Increasing,Moderate,67287.24,Associate Degree,12,954,8961,82.62,97.56,USA,53.4
Further education lecturer,Finance,Decreasing,High,107874.97,Associate Degree,1,1654,3927,55.19,89.9,USA,52.12
"Engineer, civil (consulting)",Retail,Decreasing,High,81436.15,PhD,12,9817,5398,47.73,40.56,USA,24.22
"Social research officer, government",Education,Decreasing,Low,98013.79,Master’s Degree,15,8499,7638,50.05,57.76,UK,53.18
"Embryologist, clinical",Transportation,Decreasing,Moderate,44822.29,Bachelor’s Degree,16,7654,5727,12.98,0.67,China,50.59
Lawyer,Manufacturing,Decreasing,High,119199.41,PhD,12,1502,1385,28.19,60.23,Brazil,77.96
Hospital doctor,Retail,Decreasing,High,51913.27,Master’s Degree,15,4605,9494,83.65,2.58,China,49.17
Nature conservation officer,Transportation,Decreasing,High,146550.54,Master’s Degree,18,2998,143,36.08,32.86,Australia,33.79
Best boy,Manufacturing,Decreasing,Moderate,79427.29,PhD,14,9771,3950,53.51,15.78,India,66.45
"Scientist, forensic",Finance,Decreasing,Moderate,84513.45,High School,17,867,2851,7.21,0.83,India,77.93
Insurance claims handler,Education,Increasing,Low,92280.09,PhD,13,130,4863,79.61,77.08,India,72.23
Acupuncturist,Finance,Increasing,Moderate,36040.4,Master’s Degree,1,9246,941,41.0,48.54,Germany,28.77
Set designer,Education,Decreasing,Low,43114.53,Bachelor’s Degree,16,4149,4412,50.84,71.81,India,27.03
Financial planner,Education,Decreasing,High,106550.45,PhD,4,4461,5886,79.17,15.65,USA,78.85
Multimedia programmer,Education,Increasing,Moderate,60372.35,Associate Degree,9,7796,3127,49.57,40.68,India,67.52
Hydrogeologist,IT,Increasing,Low,137835.54,High School,14,5136,4306,61.86,97.05,Germany,63.97
Catering manager,IT,Increasing,High,132525.42,PhD,17,221,5430,46.88,69.28,China,40.76
"Sound technician, broadcasting/film/video",Healthcare,Decreasing,Low,146060.91,Associate Degree,1,2661,7056,28.48,42.59,Canada,35.07
Retail banker,Healthcare,Increasing,High,78451.02,PhD,7,4662,1415,22.84,75.23,Germany,47.13
Theme park manager,Retail,Decreasing,Moderate,53404.42,Associate Degree,6,2967,228,31.6,38.42,China,73.59
"Engineer, petroleum",Manufacturing,Decreasing,Moderate,110413.16,High School,14,2660,6915,48.81,61.6,Australia,54.85
"Producer, radio",IT,Increasing,Low,96899.69,Associate Degree,2,2991,2917,72.05,89.05,Australia,64.84
Optometrist,Finance,Decreasing,High,48333.24,PhD,13,8388,8547,24.13,87.42,Canada,59.18
Customer service manager,Transportation,Increasing,Moderate,140837.64,Master’s Degree,10,5963,5130,13.28,39.84,Brazil,22.68
Seismic interpreter,Finance,Decreasing,Moderate,39724.7,Associate Degree,10,8994,8954,39.54,6.95,Germany,69.99
Health visitor,IT,Increasing,Low,49476.8,Bachelor’s Degree,11,4894,6027,18.14,10.67,UK,50.06
Planning and development surveyor,Finance,Decreasing,Low,146921.9,Master’s Degree,4,8679,567,85.34,73.87,China,71.0
Radiation protection practitioner,Retail,Decreasing,Moderate,88675.76,High School,17,4838,3147,27.08,24.94,UK,48.08
"Engineer, materials",Transportation,Increasing,Low,118938.54,High School,6,6925,1931,78.22,15.13,Germany,40.97
Microbiologist,Transportation,Decreasing,Low,60105.58,Bachelor’s Degree,8,8826,2372,83.91,96.59,China,46.84
International aid/development worker,Healthcare,Increasing,High,141873.84,High School,9,5312,4540,42.32,84.68,Germany,38.75
Psychiatric nurse,Healthcare,Decreasing,Moderate,109373.39,Associate Degree,9,4674,9625,14.32,56.54,USA,61.83
Colour technologist,Entertainment,Increasing,Moderate,129697.84,Master’s Degree,8,6228,7051,40.53,84.24,Canada,32.33
Chartered public finance accountant,Transportation,Increasing,Moderate,140191.26,High School,6,7194,7888,81.1,99.75,Germany,78.59
Personnel officer,Education,Decreasing,High,124851.63,High School,7,6945,9084,95.14,21.0,Germany,28.76
Patent examiner,Finance,Increasing,High,125201.97,PhD,19,5191,1915,45.01,72.61,India,30.94
Radio broadcast assistant,Education,Increasing,Low,118345.36,PhD,0,2812,5197,47.72,23.79,China,77.81
IT trainer,Healthcare,Decreasing,Moderate,62661.31,Associate Degree,3,6805,168,14.16,89.45,UK,57.97
English as a foreign language teacher,Healthcare,Decreasing,Moderate,79297.63,Associate Degree,2,8504,5662,70.38,61.58,UK,37.37
Artist,Healthcare,Increasing,Moderate,59142.46,Master’s Degree,13,5088,2744,53.53,71.41,UK,49.85
Dance movement psychotherapist,Transportation,Increasing,Moderate,56119.65,Master’s Degree,5,4130,3507,92.04,77.32,China,38.35
Medical physicist,Healthcare,Increasing,Moderate,109646.05,Bachelor’s Degree,15,4614,5943,11.32,48.94,UK,67.57
Retail manager,Entertainment,Decreasing,High,56783.36,Associate Degree,2,6563,5917,57.34,99.72,India,34.7
"Pharmacist, hospital",Manufacturing,Increasing,Low,87855.01,PhD,4,4148,9848,49.92,86.02,USA,47.1
"Designer, graphic",IT,Increasing,Moderate,112325.99,High School,1,1303,2119,33.97,26.71,Germany,33.07
Air cabin crew,IT,Increasing,Low,126271.61,Bachelor’s Degree,10,6129,6454,31.95,10.69,China,42.66
Systems developer,Transportation,Increasing,High,62831.88,PhD,19,5659,8405,5.61,49.17,Germany,21.88
IT technical support officer,Entertainment,Increasing,Low,36909.36,Master’s Degree,14,3428,4601,17.41,41.56,China,59.14
Maintenance engineer,Entertainment,Decreasing,High,47141.82,Master’s Degree,0,5861,932,50.13,70.13,Australia,25.8
Research scientist (physical sciences),Healthcare,Decreasing,Low,149894.47,Master’s Degree,0,4865,1078,70.36,57.9,India,40.85
"Clinical scientist, histocompatibility and immunogenetics",Healthcare,Decreasing,High,145025.26,High School,1,2957,7685,0.57,36.69,Germany,64.96
Advertising account executive,Entertainment,Decreasing,Low,84354.83,Master’s Degree,10,683,8757,57.45,60.4,India,50.67
"Scientist, forensic",IT,Increasing,Moderate,39272.27,Associate Degree,17,7871,5766,61.57,23.21,Australia,73.38
"Solicitor, Scotland",Finance,Increasing,High,32253.95,High School,17,8535,4063,7.95,99.52,China,41.69
Herbalist,IT,Decreasing,Low,52605.37,Master’s Degree,16,5586,5383,83.69,95.9,Canada,36.71
"Journalist, magazine",Retail,Decreasing,Low,130236.18,Associate Degree,17,5359,8654,76.81,12.75,Brazil,41.18
Probation officer,Finance,Increasing,High,48363.19,Associate Degree,20,8937,5188,76.06,11.98,Germany,20.26
Trade union research officer,Finance,Decreasing,Moderate,136865.83,High School,11,6381,9610,47.85,25.74,Germany,22.62
Television camera operator,IT,Increasing,High,38093.83,High School,14,1695,7014,73.48,60.2,UK,58.13
Tour manager,Education,Increasing,High,33124.18,High School,18,5269,1560,89.09,12.02,Canada,40.88
Warehouse manager,Manufacturing,Increasing,High,121639.3,Master’s Degree,4,2222,3095,62.5,21.39,China,32.28
Hotel manager,Entertainment,Increasing,Low,37663.92,Associate Degree,8,9704,9947,86.41,81.75,India,37.31
Product designer,IT,Decreasing,High,86270.63,PhD,0,3393,7837,33.97,66.68,Germany,57.3
Production engineer,Finance,Decreasing,High,89578.82,Master’s Degree,3,4078,7742,50.96,69.54,India,43.24
Armed forces technical officer,Finance,Increasing,Moderate,70658.72,Master’s Degree,2,3049,7958,73.93,9.95,Australia,20.23
"Engineer, building services",Finance,Increasing,Low,60544.43,PhD,9,4441,3066,18.09,66.26,USA,51.12
Tourist information centre manager,IT,Decreasing,Moderate,89654.54,PhD,12,4046,7902,46.89,66.13,India,29.69
"Journalist, magazine",IT,Increasing,Low,66424.75,High School,12,5117,7080,82.33,48.71,Germany,50.51
Cytogeneticist,Transportation,Increasing,Low,104888.45,Master’s Degree,2,6757,7866,46.58,3.32,UK,72.97
"Psychologist, educational",IT,Increasing,Moderate,107148.52,Bachelor’s Degree,2,3783,2790,60.41,69.02,India,42.18
Clinical embryologist,Retail,Decreasing,Moderate,40795.9,Bachelor’s Degree,12,8781,4140,53.51,44.61,India,49.7
"Conservator, museum/gallery",IT,Decreasing,Low,47447.32,Master’s Degree,0,9625,3185,65.3,24.33,USA,47.07
"Surveyor, rural practice",Entertainment,Decreasing,Low,99086.43,Associate Degree,19,2782,1335,67.64,21.94,China,52.23
Brewing technologist,Manufacturing,Decreasing,High,140526.11,PhD,15,4840,5547,72.39,50.7,Australia,76.92
Hotel manager,Retail,Decreasing,High,49043.62,Master’s Degree,17,5441,2787,72.4,43.21,China,62.6
"Biochemist, clinical",IT,Increasing,Moderate,128916.12,High School,9,808,8985,22.81,50.79,Australia,43.23
Environmental education officer,Transportation,Decreasing,Low,114452.99,Associate Degree,15,3458,1514,18.96,91.0,Australia,22.88
Lawyer,Healthcare,Increasing,Moderate,97633.35,Associate Degree,15,5647,8006,12.93,73.79,USA,54.95
Actor,Finance,Increasing,Low,34117.37,Master’s Degree,10,2013,3884,6.75,78.35,UK,39.6
Fitness centre manager,Healthcare,Increasing,Moderate,89544.82,Associate Degree,15,7220,8150,67.06,48.71,Canada,40.14
Public librarian,Entertainment,Increasing,Moderate,114239.73,High School,8,5391,7725,63.8,51.27,USA,32.6
Industrial/product designer,Finance,Decreasing,Moderate,135928.18,Associate Degree,12,1209,7475,37.42,89.1,UK,29.95
IT consultant,Finance,Increasing,High,65321.84,High School,18,3220,7274,83.71,91.75,Canada,26.12
Surgeon,Transportation,Decreasing,Moderate,90985.54,Master’s Degree,2,925,1524,4.69,39.87,USA,77.95
Community development worker,IT,Decreasing,Moderate,124543.82,Master’s Degree,6,8420,1216,75.15,54.66,Brazil,79.61
Public house manager,Healthcare,Increasing,Moderate,110009.19,Master’s Degree,3,1423,2170,10.23,52.12,Germany,28.26
Retail banker,Healthcare,Decreasing,Low,48938.9,Master’s Degree,9,8334,3362,52.32,11.57,Germany,44.21
"Lecturer, higher education",Retail,Decreasing,Low,35919.85,Associate Degree,7,5286,8075,55.3,60.14,USA,72.62
Air traffic controller,Entertainment,Increasing,Moderate,122954.93,Bachelor’s Degree,2,6246,8039,84.18,14.9,USA,63.57
"Engineer, drilling",Manufacturing,Decreasing,High,98591.59,High School,6,9024,2539,59.85,92.66,Brazil,67.02
Barrister,Manufacturing,Increasing,Moderate,76360.59,PhD,7,6185,9982,31.66,18.28,UK,24.5
Sports coach,Retail,Decreasing,High,81979.8,Bachelor’s Degree,19,7136,5366,56.6,61.4,Canada,22.36
"Doctor, hospital",Transportation,Increasing,Low,72709.31,Bachelor’s Degree,13,8431,3302,37.13,87.8,Canada,70.31
"Scientist, audiological",Entertainment,Decreasing,High,126258.11,Bachelor’s Degree,0,2719,6160,8.94,65.66,USA,70.3
"Engineer, materials",Healthcare,Increasing,Low,138064.96,Associate Degree,11,4949,3349,23.5,59.0,Canada,67.5
Marketing executive,Education,Decreasing,Low,115852.29,Master’s Degree,11,8461,4411,43.64,42.96,Brazil,20.02
Commercial/residential surveyor,Transportation,Increasing,Low,89984.41,High School,8,8613,2715,50.63,29.03,Germany,46.74
Logistics and distribution manager,Entertainment,Decreasing,Moderate,101732.59,High School,14,6767,4792,97.92,49.99,China,30.37
Animal nutritionist,Entertainment,Increasing,Moderate,61715.64,PhD,0,3499,8659,5.85,45.76,Germany,78.54
Prison officer,Transportation,Increasing,High,70706.7,Master’s Degree,3,5573,1471,89.5,98.62,UK,29.31
Theme park manager,Retail,Decreasing,Moderate,89455.16,Associate Degree,1,5130,3262,46.27,24.48,Germany,20.81
Field trials officer,Transportation,Decreasing,High,34897.83,Master’s Degree,15,905,8718,29.68,24.47,Germany,76.33
"Therapist, occupational",Retail,Increasing,Moderate,89772.03,Associate Degree,14,9988,3930,83.16,4.74,Germany,74.84
Land,IT,Increasing,Low,71511.41,Master’s Degree,20,4359,5944,43.89,20.76,Brazil,27.52
Haematologist,Retail,Decreasing,High,81157.64,Bachelor’s Degree,3,7044,342,35.52,54.65,USA,56.65
Office manager,Finance,Increasing,Moderate,118003.25,Bachelor’s Degree,8,2609,1016,16.08,33.29,China,24.93
"Lighting technician, broadcasting/film/video",IT,Increasing,High,90895.95,Bachelor’s Degree,14,966,7338,37.19,94.2,Brazil,25.53
"Psychologist, sport and exercise",IT,Decreasing,Low,95604.87,High School,11,3299,3977,63.72,14.84,Brazil,70.76
"Engineer, technical sales",Education,Decreasing,Low,100791.02,Bachelor’s Degree,20,5632,8449,95.03,92.81,Brazil,24.72
Podiatrist,Education,Decreasing,High,59967.61,Bachelor’s Degree,18,5928,7271,69.84,72.04,Brazil,67.21
"Scientist, marine",Manufacturing,Decreasing,High,96362.76,Associate Degree,14,7600,4720,77.82,43.43,Australia,69.44
"Therapist, sports",Healthcare,Decreasing,Low,145507.95,High School,2,3878,4976,9.38,84.35,India,45.34
Chartered certified accountant,Retail,Decreasing,Low,34534.63,PhD,9,2530,7551,41.86,22.73,USA,76.21
Call centre manager,Transportation,Increasing,Low,58319.73,Master’s Degree,20,691,2069,72.82,89.64,Germany,63.45
Counsellor,Retail,Increasing,High,124817.06,PhD,10,4326,7740,54.87,10.98,Brazil,52.26
"Therapist, drama",Transportation,Decreasing,Moderate,59712.65,PhD,0,5953,2046,45.72,88.7,UK,74.55
Administrator,Manufacturing,Increasing,Moderate,54435.78,PhD,17,4153,2133,21.06,55.72,Australia,27.67
Ophthalmologist,Manufacturing,Increasing,High,105945.14,Bachelor’s Degree,19,8155,8261,5.38,83.49,India,57.82
"Nurse, mental health",Manufacturing,Increasing,Low,105070.17,Bachelor’s Degree,8,2109,7299,2.64,15.23,Australia,79.21
Learning disability nurse,Entertainment,Increasing,High,108858.61,Bachelor’s Degree,2,6145,1303,54.86,50.35,Germany,75.17
Television/film/video producer,Finance,Increasing,Low,88290.33,Master’s Degree,17,3547,8570,11.39,86.11,China,22.5
TEFL teacher,Healthcare,Increasing,Moderate,121380.07,High School,14,9996,812,45.86,30.46,UK,38.19
Bonds trader,Education,Decreasing,Low,107742.7,High School,6,9182,3471,44.35,43.72,UK,77.87
Biomedical scientist,Manufacturing,Decreasing,High,59549.82,Associate Degree,13,7100,5637,59.57,28.95,Canada,59.74
"Journalist, newspaper",Transportation,Increasing,High,142645.95,Master’s Degree,16,8252,7202,62.54,40.2,China,32.25
Environmental health practitioner,Education,Increasing,High,75645.02,Master’s Degree,16,2369,3600,75.73,79.25,Australia,30.84
Diagnostic radiographer,Finance,Increasing,Low,49059.87,PhD,4,503,6545,5.74,43.58,Brazil,36.07
Holiday representative,Retail,Increasing,Low,92270.33,Associate Degree,17,6849,1233,65.72,70.54,Canada,61.93
Orthoptist,Manufacturing,Decreasing,Moderate,109847.61,PhD,8,3740,6820,36.86,61.48,Brazil,37.29
Clinical cytogeneticist,Healthcare,Decreasing,Low,112789.49,Bachelor’s Degree,18,6394,3102,3.22,46.57,Germany,52.44
Retail buyer,Entertainment,Increasing,Moderate,118501.54,Bachelor’s Degree,15,8154,8736,20.99,6.19,India,39.81
Passenger transport manager,Transportation,Increasing,Moderate,88286.54,Bachelor’s Degree,4,2068,3476,67.41,84.64,Canada,57.86
Financial manager,Retail,Increasing,Low,111406.18,Bachelor’s Degree,13,5442,9020,65.19,78.26,China,57.93
Chartered public finance accountant,Transportation,Increasing,Low,71490.53,Bachelor’s Degree,6,768,5579,13.04,67.72,USA,35.48
Academic librarian,Healthcare,Decreasing,High,124331.05,High School,18,4274,8352,43.56,35.18,Australia,56.57
Advertising art director,IT,Increasing,Low,93693.1,Associate Degree,16,1814,9559,81.97,96.81,Australia,76.56
"Surveyor, commercial/residential",Entertainment,Increasing,High,109974.16,High School,5,9589,925,39.04,5.98,Brazil,22.58
Soil scientist,Finance,Increasing,Moderate,54250.95,High School,3,4977,8926,34.96,9.38,Germany,24.04
Chief Technology Officer,Entertainment,Increasing,Moderate,47844.86,High School,12,8843,2388,34.58,49.72,Brazil,63.3
Exhibition designer,Manufacturing,Decreasing,Low,113629.42,Associate Degree,3,2030,2916,9.45,94.31,Australia,60.04
Gaffer,Transportation,Increasing,Moderate,43831.82,PhD,1,8400,3947,73.06,95.03,China,79.96
Theatre director,Transportation,Decreasing,Low,88759.38,Associate Degree,16,7857,4723,30.39,52.47,China,38.86
"Administrator, Civil Service",Retail,Decreasing,Moderate,132477.17,Master’s Degree,7,1087,5337,97.37,42.92,USA,70.07
Actuary,IT,Decreasing,Low,76937.94,Bachelor’s Degree,4,6401,1963,60.48,2.31,UK,62.14
Solicitor,Retail,Decreasing,Low,114266.09,Master’s Degree,9,4076,1242,14.75,11.81,India,71.22
Production manager,Manufacturing,Decreasing,Moderate,147890.89,High School,13,3046,7737,49.85,72.47,India,76.44
Lobbyist,Manufacturing,Decreasing,Low,55701.95,Bachelor’s Degree,17,3767,6012,22.09,69.76,Germany,69.53
Secondary school teacher,Finance,Increasing,Low,145915.35,Associate Degree,19,5862,8524,3.24,37.22,USA,20.45
"Engineer, communications",Healthcare,Decreasing,Low,130702.39,High School,16,3582,1763,31.47,85.02,Germany,50.78
"Nurse, adult",Transportation,Decreasing,Low,33709.57,Master’s Degree,3,7522,3111,91.07,36.3,USA,24.15
Arts administrator,Education,Decreasing,High,53539.58,Bachelor’s Degree,19,2592,945,81.85,91.48,India,54.12
Camera operator,Healthcare,Increasing,Moderate,141214.79,Associate Degree,8,6055,9625,50.59,92.1,USA,65.49
Theatre stage manager,Entertainment,Increasing,High,48914.46,Associate Degree,0,8396,5296,90.18,49.34,Australia,41.57
"Producer, television/film/video",Transportation,Increasing,High,83291.55,Associate Degree,17,3544,3350,77.34,94.8,Germany,30.13
"Pharmacist, hospital",Entertainment,Decreasing,High,75248.95,High School,0,5401,8753,71.61,48.01,India,33.77
Illustrator,Entertainment,Decreasing,Low,73956.9,Associate Degree,18,4353,6661,90.3,30.41,UK,26.63
"Biochemist, clinical",Entertainment,Increasing,Low,148343.46,Bachelor’s Degree,17,1540,6627,82.06,83.15,China,55.36
Historic buildings inspector/conservation officer,Finance,Decreasing,High,51724.5,Bachelor’s Degree,17,9732,2230,95.15,16.95,Brazil,45.69
Personnel officer,Healthcare,Increasing,High,81787.15,High School,7,3375,8972,47.15,8.52,Australia,70.17
Garment/textile technologist,Education,Decreasing,Low,55697.29,Bachelor’s Degree,17,4286,4759,95.94,71.53,Canada,30.55
Building surveyor,Finance,Increasing,High,76878.29,PhD,12,6764,8135,87.32,13.06,USA,73.55
"Lecturer, further education",Finance,Decreasing,Low,91652.53,Master’s Degree,11,2315,8575,25.56,5.83,Australia,50.36
"Nurse, adult",Retail,Increasing,Moderate,88748.5,Associate Degree,1,7444,8887,43.96,42.67,UK,35.87
"Engineer, mining",Education,Decreasing,High,123434.21,PhD,10,5707,3640,7.44,33.8,Brazil,47.86
Control and instrumentation engineer,Education,Decreasing,Moderate,133480.83,Master’s Degree,13,5146,4202,39.36,74.76,UK,58.87
Chief Executive Officer,Transportation,Decreasing,High,34262.65,PhD,5,222,744,22.13,5.79,Australia,35.01
"Horticulturist, amenity",Finance,Decreasing,Low,92644.33,Master’s Degree,19,2483,6940,11.67,69.1,USA,40.82
Sports coach,Transportation,Increasing,Low,85408.04,Master’s Degree,10,3829,576,52.96,18.07,Australia,41.75
Graphic designer,Education,Decreasing,Moderate,74156.89,Master’s Degree,0,7534,366,66.3,3.08,India,42.54
Personnel officer,Manufacturing,Decreasing,Low,146447.53,High School,10,2048,9492,21.84,8.04,USA,51.61
"Librarian, public",Finance,Increasing,Low,63105.01,Master’s Degree,0,7135,1192,66.56,2.48,Australia,56.1
Electrical engineer,Transportation,Increasing,Low,55425.48,High School,17,9607,3497,46.65,51.92,China,66.99
"Nurse, learning disability",Finance,Increasing,Low,33978.68,High School,16,3649,4338,68.93,64.92,India,45.96
Special effects artist,Finance,Increasing,High,100574.57,High School,18,2669,6941,23.2,72.56,Australia,49.75
"Engineer, structural",Manufacturing,Increasing,High,117973.78,PhD,13,3670,6742,95.59,25.17,UK,70.59
Armed forces logistics/support/administrative officer,Finance,Decreasing,High,50298.03,High School,10,9326,2160,68.56,82.27,USA,26.17
"Physicist, medical",Finance,Decreasing,Moderate,87705.41,Associate Degree,1,9551,9440,11.02,41.64,Canada,29.38
Associate Professor,Finance,Increasing,Moderate,58409.35,Master’s Degree,10,9849,7082,87.43,94.39,Brazil,41.89
Pensions consultant,Education,Increasing,High,135200.23,Associate Degree,4,9620,3980,43.37,8.28,India,23.93
Bonds trader,Finance,Decreasing,High,46181.42,Master’s Degree,12,3847,6440,34.62,52.21,Brazil,22.08
Futures trader,Healthcare,Decreasing,Low,91867.51,Bachelor’s Degree,4,6525,2366,59.27,30.22,Brazil,37.53
Games developer,Finance,Decreasing,Moderate,125003.7,Master’s Degree,13,8658,1176,37.42,79.33,Canada,30.77
Claims inspector/assessor,Finance,Increasing,Low,129914.17,Master’s Degree,9,3064,2959,0.88,38.26,UK,78.91
Database administrator,Education,Increasing,High,90408.11,PhD,14,2128,4958,45.6,17.08,Brazil,49.18
Interior and spatial designer,Finance,Increasing,Moderate,61846.64,High School,16,5713,7001,77.52,31.16,Canada,26.75
"Nurse, mental health",Education,Increasing,Moderate,87248.33,PhD,2,9228,2407,46.88,85.94,Canada,76.57
Fisheries officer,Education,Increasing,Moderate,111692.18,Master’s Degree,7,2913,1056,74.08,35.95,Canada,24.47
Ophthalmologist,Education,Increasing,Low,116568.93,Bachelor’s Degree,0,4310,9653,14.95,41.27,India,70.72
Market researcher,Transportation,Increasing,Moderate,83728.22,Associate Degree,3,6342,9985,43.91,90.12,Germany,39.88
Barista,Manufacturing,Increasing,High,115728.57,Bachelor’s Degree,2,6470,530,83.9,5.56,USA,34.46
Licensed conveyancer,Entertainment,Decreasing,Low,133355.39,Bachelor’s Degree,18,6103,9627,43.26,48.82,China,60.32
"Engineer, broadcasting (operations)",Entertainment,Decreasing,High,92135.69,Bachelor’s Degree,20,2581,9448,86.72,50.67,Australia,55.07
"Therapist, sports",IT,Decreasing,Low,136598.27,Associate Degree,19,9596,1089,13.67,74.92,UK,79.87
International aid/development worker,Finance,Increasing,High,62566.34,PhD,3,6944,3511,58.55,9.09,Australia,66.97
Aeronautical engineer,Healthcare,Increasing,High,122620.65,High School,19,7100,2734,29.97,61.01,Canada,78.92
Mudlogger,Education,Increasing,Moderate,39882.21,Associate Degree,19,6818,4795,37.63,50.85,UK,30.68
Brewing technologist,Entertainment,Decreasing,High,76372.42,Master’s Degree,10,8687,4025,39.18,53.12,India,24.93
Architect,Retail,Decreasing,Moderate,44516.12,Master’s Degree,14,1721,7257,30.94,85.3,Germany,28.23
Prison officer,Finance,Increasing,High,79860.8,Bachelor’s Degree,20,6657,137,47.36,5.03,India,72.16
Advertising copywriter,Finance,Decreasing,Moderate,116202.36,Bachelor’s Degree,3,2033,5154,97.36,94.62,India,47.32
Technical brewer,Education,Decreasing,High,126764.72,Bachelor’s Degree,11,4116,8955,62.44,94.84,Canada,56.56
Fast food restaurant manager,IT,Decreasing,Low,96805.22,Associate Degree,13,193,9389,59.42,64.24,Australia,50.92
Building control surveyor,Transportation,Decreasing,High,92060.53,Associate Degree,0,5234,3704,56.52,75.88,India,66.78
Interior and spatial designer,Finance,Decreasing,Moderate,148140.88,Master’s Degree,7,8095,6898,19.89,59.62,UK,42.25
"Solicitor, Scotland",Entertainment,Increasing,Low,49503.53,PhD,8,7629,6438,32.66,53.53,Canada,53.61
Personnel officer,IT,Decreasing,Moderate,142865.04,Master’s Degree,0,3339,4293,29.81,56.25,Brazil,39.95
"Scientist, biomedical",Healthcare,Increasing,High,88072.53,Master’s Degree,18,8442,9192,8.78,56.41,USA,35.37
Recycling officer,IT,Decreasing,High,131521.58,High School,7,3165,9255,41.73,84.81,USA,74.85
Community arts worker,Retail,Decreasing,Low,74167.66,High School,18,8135,4942,14.37,43.18,Brazil,52.29
Ambulance person,Transportation,Decreasing,Low,113770.28,Associate Degree,17,2397,5973,77.06,6.89,China,37.29
Psychotherapist,Transportation,Decreasing,Moderate,73540.87,PhD,15,1278,7038,28.77,78.27,Brazil,63.63
Podiatrist,Manufacturing,Decreasing,High,96050.73,Master’s Degree,13,7660,6626,6.43,99.93,UK,63.52
"Editor, magazine features",Entertainment,Decreasing,Moderate,107667.13,Bachelor’s Degree,11,7223,7110,35.31,70.39,India,26.32
Prison officer,Education,Increasing,Moderate,119986.68,Master’s Degree,16,4469,2760,63.31,3.42,UK,71.05
Water engineer,Manufacturing,Increasing,Moderate,107249.28,Associate Degree,17,4565,8619,88.84,57.04,UK,34.12
"Social research officer, government",Healthcare,Decreasing,High,45058.59,Master’s Degree,5,5838,6989,43.14,66.27,Germany,20.76
"Designer, graphic",Retail,Increasing,Low,32699.01,Associate Degree,13,1675,9877,51.06,89.3,Canada,55.24
"Conservator, furniture",Transportation,Decreasing,High,77333.2,Master’s Degree,1,8969,5088,19.69,89.17,UK,78.21
Chief Executive Officer,Education,Increasing,Low,84913.18,Associate Degree,13,7245,3728,53.6,76.93,China,25.94
Paediatric nurse,Finance,Increasing,Low,111363.47,Associate Degree,17,6501,2132,17.5,99.86,Germany,70.06
"Scientist, clinical (histocompatibility and immunogenetics)",Healthcare,Decreasing,Moderate,95416.22,High School,17,7388,9326,84.2,13.74,China,45.01
Social researcher,Entertainment,Decreasing,High,72061.08,Associate Degree,18,9477,4386,69.52,79.56,Canada,54.37
Teaching laboratory technician,Retail,Increasing,High,130530.93,High School,17,7940,7940,77.31,19.55,India,59.16
Risk analyst,Transportation,Decreasing,Moderate,74358.88,High School,4,2929,5343,75.65,31.69,Canada,43.0
"Scientist, research (life sciences)",Transportation,Increasing,High,80663.79,High School,16,5463,9894,24.49,74.81,China,48.59
Immunologist,Healthcare,Decreasing,High,134960.34,Associate Degree,18,2459,2256,9.68,86.28,Germany,69.22
Adult nurse,Retail,Increasing,Low,106890.75,PhD,9,9098,6011,15.54,21.34,Germany,51.94
Armed forces operational officer,Education,Decreasing,High,103798.68,Master’s Degree,4,1496,8234,61.01,7.96,UK,37.38
Product manager,Healthcare,Decreasing,Low,83800.44,Master’s Degree,20,7618,2101,15.51,27.56,Canada,73.7
Equality and diversity officer,Manufacturing,Increasing,Moderate,67647.24,Master’s Degree,11,9366,7875,65.94,66.62,India,45.52
"Psychologist, clinical",Manufacturing,Increasing,Low,146700.24,PhD,7,2626,6475,54.07,37.79,China,70.35
"Administrator, arts",Healthcare,Increasing,Moderate,138415.86,Master’s Degree,0,9690,2281,30.59,53.09,USA,77.87
Clinical biochemist,Transportation,Increasing,Moderate,117432.78,PhD,18,8256,5149,5.45,13.91,Brazil,45.54
Structural engineer,Healthcare,Decreasing,High,129773.55,Associate Degree,10,1234,1567,5.53,27.1,USA,37.2
Chartered public finance accountant,Education,Increasing,High,90629.91,Master’s Degree,0,9162,353,64.71,98.64,USA,35.51
Product/process development scientist,Finance,Decreasing,Moderate,116953.9,Bachelor’s Degree,11,9702,4702,5.54,10.61,Canada,74.02
Clinical molecular geneticist,Education,Decreasing,Low,79581.84,Master’s Degree,19,7119,4982,72.27,26.46,USA,34.4
Operational researcher,Finance,Decreasing,High,104156.75,Master’s Degree,2,7994,3461,72.92,86.74,UK,54.03
Sports therapist,Education,Increasing,Low,90205.58,Bachelor’s Degree,19,9372,5719,71.41,57.1,Germany,37.96
"Sound technician, broadcasting/film/video",Education,Increasing,High,137209.44,Master’s Degree,17,2615,7908,41.62,93.36,UK,25.02
"Engineer, electrical",Education,Decreasing,Moderate,79568.05,Master’s Degree,14,6138,2945,92.9,87.92,Australia,33.22
Applications developer,Entertainment,Increasing,Moderate,128641.86,Master’s Degree,19,9101,1248,64.55,36.45,Brazil,44.8
"Administrator, charities/voluntary organisations",Entertainment,Increasing,High,110242.83,PhD,2,9552,3234,13.58,80.1,Germany,46.64
Lobbyist,Entertainment,Increasing,High,41683.25,Master’s Degree,13,816,9172,43.45,20.85,India,22.17
"Accountant, chartered",Healthcare,Increasing,Low,59891.58,PhD,12,1142,8938,27.99,83.47,China,52.47
Counselling psychologist,Finance,Decreasing,Moderate,44964.02,High School,10,3724,7134,36.18,49.65,UK,42.75
"Nurse, mental health",Entertainment,Increasing,Moderate,117205.1,PhD,17,3627,8200,83.54,28.75,Australia,78.17
Art therapist,Manufacturing,Decreasing,Moderate,115476.53,Master’s Degree,2,6201,3538,33.7,8.85,USA,40.09
"Therapist, nutritional",Education,Decreasing,Moderate,46791.53,Associate Degree,17,4940,186,60.41,60.28,China,60.97
Clothing/textile technologist,Education,Decreasing,High,81969.82,Master’s Degree,14,9533,7066,19.34,52.49,USA,45.61
"Horticulturist, amenity",IT,Increasing,Moderate,131521.33,Master’s Degree,0,8502,1666,42.6,43.42,Brazil,39.88
"Designer, textile",Transportation,Decreasing,Low,33880.3,Master’s Degree,7,7924,8835,59.11,95.77,China,71.53
Consulting civil engineer,Manufacturing,Decreasing,Moderate,127772.39,Master’s Degree,14,8970,1623,63.22,44.69,Brazil,31.24
Tour manager,Education,Increasing,High,108556.56,PhD,19,8148,5773,52.27,72.61,UK,33.87
"Journalist, newspaper",Healthcare,Decreasing,Low,37472.41,Associate Degree,8,3655,8678,38.52,61.63,Brazil,21.57
Product designer,Education,Increasing,Low,75435.7,PhD,9,3482,1770,74.32,85.05,Australia,69.04
Commissioning editor,Transportation,Decreasing,Moderate,121572.16,Associate Degree,11,4095,1433,65.43,15.2,China,32.19
Newspaper journalist,Education,Decreasing,Low,78485.17,Associate Degree,11,7808,9415,22.04,13.48,USA,46.95
Restaurant manager,Finance,Increasing,Low,86246.79,Master’s Degree,14,9772,8192,87.25,53.08,Germany,55.29
Barrister's clerk,Education,Increasing,Moderate,133916.1,High School,2,5774,4570,6.52,93.02,UK,67.33
Music tutor,Entertainment,Increasing,Moderate,104167.35,PhD,15,4283,1349,95.6,31.02,Canada,57.11
Museum/gallery curator,Education,Decreasing,Low,97956.73,Associate Degree,7,6172,6802,19.27,31.25,UK,47.02
"Research officer, political party",Manufacturing,Decreasing,High,70073.2,High School,6,8578,1381,29.1,50.78,USA,45.26
Environmental health practitioner,Transportation,Decreasing,Moderate,91055.98,PhD,15,4554,6311,20.92,76.38,UK,68.4
"Editor, magazine features",Healthcare,Decreasing,Low,48114.52,Bachelor’s Degree,16,8063,4273,26.74,65.64,USA,22.27
"Surveyor, building control",Manufacturing,Increasing,Moderate,118649.87,High School,12,2329,526,61.88,33.62,Germany,61.17
Financial risk analyst,Manufacturing,Decreasing,Low,89665.82,Associate Degree,8,1283,8719,31.93,32.62,Germany,29.9
"Loss adjuster, chartered",Finance,Increasing,Low,42131.25,Bachelor’s Degree,0,2101,1669,17.9,19.48,China,43.09
Freight forwarder,Retail,Increasing,High,93770.15,PhD,19,6025,5923,34.07,47.11,China,40.2
Garment/textile technologist,Healthcare,Decreasing,High,35183.13,Bachelor’s Degree,8,6462,1451,5.57,94.96,China,43.17
"Runner, broadcasting/film/video",Healthcare,Increasing,Moderate,111080.34,PhD,0,8112,9683,59.02,51.24,Canada,51.32
"Engineer, broadcasting (operations)",Transportation,Decreasing,Moderate,42461.89,Associate Degree,5,6355,1436,60.54,40.45,USA,71.53
Aid worker,IT,Decreasing,High,48041.56,Master’s Degree,9,7923,9658,85.51,46.1,Australia,66.19
Air traffic controller,Finance,Decreasing,High,101603.4,Bachelor’s Degree,15,2855,6255,69.35,8.94,UK,73.69
"Scientist, research (medical)",Transportation,Increasing,High,57102.6,Associate Degree,5,4928,7631,95.64,8.16,India,43.26
Lawyer,Healthcare,Decreasing,Moderate,84458.82,Bachelor’s Degree,6,6816,2873,69.37,64.05,UK,73.03
Community arts worker,Healthcare,Decreasing,High,72658.51,Bachelor’s Degree,14,917,8411,35.43,42.77,Brazil,75.49
Petroleum engineer,Retail,Decreasing,High,43522.2,Associate Degree,4,6585,1818,60.77,99.15,Germany,31.05
Volunteer coordinator,Healthcare,Decreasing,High,99187.44,Bachelor’s Degree,14,9721,8700,74.01,36.81,USA,49.43
Acupuncturist,Entertainment,Increasing,Moderate,92405.86,High School,4,3017,6467,0.19,30.46,India,21.05
Theme park manager,Retail,Increasing,Low,106021.53,PhD,16,452,310,87.33,45.33,Brazil,52.85
Careers adviser,Entertainment,Decreasing,High,106034.76,Master’s Degree,15,5099,5266,7.66,73.53,UK,42.32
Clinical cytogeneticist,Manufacturing,Increasing,High,118962.15,PhD,2,2509,7988,7.36,5.2,Australia,70.57
"Sound technician, broadcasting/film/video",Education,Decreasing,Low,34237.72,Associate Degree,11,6641,320,36.1,15.03,Brazil,41.48
"Buyer, retail",Healthcare,Increasing,High,102782.74,Master’s Degree,7,5362,8594,29.26,49.2,Brazil,45.11
Chartered public finance accountant,Education,Decreasing,Low,46353.91,Master’s Degree,15,434,6236,18.14,27.8,UK,64.8
Herpetologist,Finance,Increasing,Low,111453.84,Associate Degree,4,742,1686,24.97,69.06,Australia,32.67
Brewing technologist,Education,Increasing,High,35908.15,Bachelor’s Degree,20,9545,4519,89.32,65.7,Canada,35.1
Furniture designer,Entertainment,Decreasing,Moderate,46554.05,Bachelor’s Degree,9,2190,7700,87.8,21.73,UK,51.63
Chartered accountant,Healthcare,Decreasing,High,122512.34,Master’s Degree,7,6150,2216,69.58,59.82,China,65.62
"Engineer, production",Finance,Increasing,High,115254.58,Associate Degree,8,5468,180,86.36,50.05,Australia,35.36
Animal technologist,Transportation,Increasing,High,48057.86,High School,4,3867,3126,88.56,67.52,Brazil,47.75
Dancer,Transportation,Decreasing,Moderate,134145.29,Bachelor’s Degree,0,4963,2127,44.27,85.86,Australia,45.2
Public relations account executive,IT,Decreasing,High,59744.57,Associate Degree,5,9041,9130,86.61,9.53,Canada,42.08
Energy manager,Education,Decreasing,Moderate,77585.83,Master’s Degree,1,6283,1546,41.81,71.95,Australia,25.39
Location manager,Manufacturing,Decreasing,Moderate,139856.08,Bachelor’s Degree,1,5818,7326,64.22,14.47,Australia,50.23
"Conservation officer, historic buildings",Manufacturing,Decreasing,Low,140971.4,Master’s Degree,16,7572,4749,18.81,9.96,India,20.91
"Social research officer, government",Finance,Decreasing,High,66552.37,Associate Degree,17,6452,7442,15.46,62.06,Canada,41.45
"Therapist, speech and language",IT,Increasing,Low,71304.61,Master’s Degree,20,4439,5925,66.0,59.15,Canada,78.65
"Research officer, political party",Healthcare,Increasing,Moderate,89131.84,Master’s Degree,15,5474,4277,76.71,7.39,USA,58.52
Company secretary,Manufacturing,Decreasing,Low,92580.78,High School,5,2168,413,34.31,76.79,China,24.46
"Psychologist, educational",Entertainment,Increasing,High,87749.9,High School,0,3634,3776,11.09,95.55,China,34.75
Pension scheme manager,Healthcare,Decreasing,Low,107347.68,Associate Degree,8,4732,9482,34.9,73.93,India,45.05
Field trials officer,Manufacturing,Increasing,Moderate,130044.19,Bachelor’s Degree,6,5546,1661,42.67,86.89,Australia,56.59
Immunologist,IT,Increasing,Low,149206.73,High School,9,9476,5070,27.39,85.46,Canada,57.04
Advertising account executive,Retail,Decreasing,Moderate,71216.54,Associate Degree,8,4686,1779,92.83,7.68,UK,20.92
Multimedia programmer,Healthcare,Increasing,High,31288.61,Bachelor’s Degree,0,7541,635,39.51,10.53,China,33.41
Podiatrist,Healthcare,Decreasing,Low,65823.44,High School,10,404,2648,93.17,6.53,Brazil,20.98
Museum/gallery exhibitions officer,Transportation,Decreasing,High,128892.9,Associate Degree,16,7258,878,72.25,86.72,China,57.55
Air broker,Transportation,Decreasing,Low,30123.46,Associate Degree,10,7119,9854,6.49,20.37,Germany,60.06
Music therapist,Healthcare,Increasing,Moderate,56288.16,High School,19,2284,8683,52.98,46.37,Canada,58.64
Insurance broker,Healthcare,Increasing,High,111575.85,Bachelor’s Degree,5,7416,945,80.24,58.04,Canada,57.26
"Engineer, biomedical",Transportation,Increasing,High,47257.62,Master’s Degree,18,5640,680,75.34,1.03,China,22.51
Public house manager,Transportation,Decreasing,Moderate,97857.65,Master’s Degree,0,2431,9035,4.47,79.88,Brazil,68.84
Probation officer,Education,Increasing,High,149147.17,Bachelor’s Degree,14,2682,7545,43.02,26.5,China,54.28
Purchasing manager,IT,Decreasing,Low,127393.69,PhD,20,249,9268,78.12,20.81,Canada,28.13
Newspaper journalist,Finance,Decreasing,High,86699.74,High School,20,1270,3882,13.7,31.59,Brazil,22.89
Theme park manager,IT,Decreasing,Moderate,147722.91,PhD,17,1758,4772,91.77,26.46,India,57.93
Conference centre manager,Education,Increasing,Moderate,44534.53,PhD,19,733,9336,6.1,77.37,India,61.0
Operations geologist,Education,Decreasing,Moderate,91781.54,Bachelor’s Degree,6,242,5733,57.0,67.18,Canada,46.6
Armed forces operational officer,Finance,Increasing,High,74417.41,Master’s Degree,5,519,4237,6.41,6.78,India,42.59
Tax inspector,IT,Decreasing,Low,133131.6,Bachelor’s Degree,8,857,8342,74.97,73.52,Australia,64.34
Armed forces logistics/support/administrative officer,IT,Decreasing,Low,61568.5,Master’s Degree,0,6192,237,49.75,47.89,Australia,64.31
"Psychologist, clinical",IT,Decreasing,Moderate,136219.54,PhD,6,8543,2152,39.85,43.49,USA,66.08
Telecommunications researcher,IT,Decreasing,High,49465.39,High School,17,2590,1270,52.55,25.03,India,38.75
Ophthalmologist,Education,Increasing,Low,47376.3,Master’s Degree,11,8809,5005,58.97,45.72,Australia,52.95
Interior and spatial designer,Entertainment,Increasing,High,33017.43,Associate Degree,20,1867,4225,86.75,11.65,Brazil,46.86
Counsellor,Healthcare,Decreasing,Low,81232.58,Bachelor’s Degree,6,6387,6579,29.75,72.97,Canada,53.52
"Journalist, magazine",Retail,Increasing,High,131878.57,Associate Degree,15,1320,2455,35.64,71.15,USA,73.2
"Research officer, government",Transportation,Decreasing,Low,69779.7,PhD,9,838,2696,30.91,66.19,Australia,75.57
"Administrator, local government",IT,Decreasing,Moderate,83807.34,Associate Degree,19,9326,3481,73.06,83.45,UK,55.92
Cabin crew,Entertainment,Decreasing,Low,43147.24,Master’s Degree,10,9415,3069,88.72,13.88,Brazil,73.54
Outdoor activities/education manager,Manufacturing,Increasing,Moderate,40309.95,High School,12,7504,7753,51.86,72.38,USA,45.36
Chartered management accountant,Retail,Decreasing,Low,70187.7,Bachelor’s Degree,10,7107,3504,57.45,34.34,Germany,79.06
"Sound technician, broadcasting/film/video",Manufacturing,Increasing,Low,77874.37,High School,5,1997,4726,80.87,80.25,Australia,30.11
"Horticulturist, commercial",Transportation,Increasing,High,39031.85,Master’s Degree,20,4979,2603,73.57,48.07,USA,62.42
Games developer,Education,Increasing,Moderate,80075.89,Master’s Degree,4,2570,532,25.69,3.55,UK,60.4
Museum/gallery conservator,Transportation,Decreasing,High,99369.89,Associate Degree,5,7133,3568,87.66,37.61,China,64.2
Visual merchandiser,IT,Increasing,Moderate,124584.05,Bachelor’s Degree,4,5841,3044,63.91,84.7,USA,60.61
Ship broker,Education,Decreasing,Low,105187.99,PhD,10,4370,7143,57.56,84.32,Canada,78.76
Insurance underwriter,Retail,Decreasing,High,113291.81,Master’s Degree,0,9675,4828,75.73,98.81,UK,61.81
Statistician,IT,Increasing,High,99507.99,PhD,7,2002,1787,45.77,39.33,Germany,52.86
Energy manager,Retail,Decreasing,Low,94449.61,Associate Degree,1,3372,3353,95.87,94.85,India,67.42
"Runner, broadcasting/film/video",Entertainment,Decreasing,Moderate,83272.83,Master’s Degree,7,7967,3271,65.68,96.11,India,57.19
Physiological scientist,Healthcare,Decreasing,Moderate,45694.09,PhD,9,8194,9314,18.99,51.64,Australia,58.3
Research scientist (medical),Retail,Decreasing,Low,130653.63,Master’s Degree,20,9830,7786,24.97,74.11,Germany,47.77
Publishing rights manager,Education,Decreasing,Low,86067.64,PhD,2,4256,1255,67.92,76.87,UK,31.5
Horticultural consultant,Healthcare,Decreasing,Low,143216.44,High School,13,7232,5062,0.9,12.75,Germany,76.66
"Research officer, political party",Finance,Increasing,Low,132367.63,PhD,8,1345,5654,59.51,30.91,Germany,57.43
Medical laboratory scientific officer,Education,Decreasing,Moderate,85942.6,High School,19,9723,1545,1.13,39.56,China,60.14
"Editor, magazine features",Finance,Decreasing,Low,66779.88,Bachelor’s Degree,14,534,3929,57.39,22.67,India,64.72
Health promotion specialist,Transportation,Decreasing,Moderate,81323.06,Master’s Degree,3,154,3890,38.09,60.64,USA,30.71
Electronics engineer,Retail,Decreasing,High,65291.08,Associate Degree,3,408,1113,8.5,1.06,India,24.62
IT trainer,Transportation,Increasing,Moderate,31469.36,High School,2,9462,5032,56.01,6.86,USA,72.68
Translator,Retail,Increasing,Low,101613.06,Associate Degree,6,6057,4552,16.94,38.76,Canada,24.14
Music therapist,Education,Decreasing,High,116940.33,High School,20,8063,6637,60.82,49.57,India,65.85
"Conservation officer, nature",Entertainment,Decreasing,High,124556.5,Master’s Degree,13,3774,6590,68.13,48.52,India,71.23
"Radiographer, therapeutic",Finance,Increasing,Low,46832.52,Bachelor’s Degree,9,3559,3912,6.4,6.86,Brazil,31.6
Insurance broker,Education,Decreasing,High,48300.26,Master’s Degree,8,5007,6384,95.57,1.43,China,68.78
Glass blower/designer,Healthcare,Decreasing,Moderate,110652.73,High School,9,9583,7061,63.79,15.6,Canada,38.71
Public relations account executive,Education,Decreasing,Moderate,46760.43,Master’s Degree,14,2647,3911,63.84,16.52,Australia,23.67
"Scientist, biomedical",Transportation,Decreasing,Moderate,146018.64,High School,13,1041,8572,43.0,71.69,China,51.9
Orthoptist,Manufacturing,Increasing,High,109269.65,Master’s Degree,1,1543,8438,2.6,55.64,Brazil,20.22
"Designer, exhibition/display",Retail,Decreasing,Moderate,128994.52,Bachelor’s Degree,14,3558,3154,66.48,27.93,Canada,47.09
Building services engineer,Education,Increasing,High,147805.25,High School,7,9098,8097,27.52,75.52,China,62.45
Clinical biochemist,Healthcare,Increasing,Moderate,52882.82,Bachelor’s Degree,16,6957,1658,42.97,69.76,India,26.21
"Conservation officer, nature",Entertainment,Decreasing,Low,133542.95,Bachelor’s Degree,13,4768,8816,62.83,86.69,UK,40.15
"Surveyor, hydrographic",Education,Decreasing,Low,124862.37,Master’s Degree,0,233,847,69.41,93.98,Australia,69.48
Ceramics designer,IT,Decreasing,Moderate,122817.36,PhD,13,1768,6830,4.09,40.09,Australia,63.49
Theme park manager,Entertainment,Decreasing,High,127257.21,Master’s Degree,7,2608,5169,21.68,64.16,China,38.14
Research scientist (physical sciences),Manufacturing,Increasing,Low,126851.43,Associate Degree,20,5904,9467,98.26,26.12,China,26.86
Sports administrator,Education,Increasing,Low,119105.57,High School,0,7502,4249,96.48,35.41,Australia,58.18
"Designer, ceramics/pottery",Transportation,Decreasing,Low,118333.46,Bachelor’s Degree,12,5755,1779,58.46,31.76,UK,51.36
"Conservator, furniture",Education,Increasing,High,60426.67,High School,0,7313,4589,53.12,63.1,China,31.47
Therapeutic radiographer,Education,Decreasing,High,39554.2,PhD,12,7964,5442,53.68,59.94,Germany,75.03
Mining engineer,Healthcare,Increasing,Moderate,82218.94,PhD,16,6934,3260,80.08,18.82,India,23.13
Electrical engineer,Education,Increasing,Moderate,116755.16,Master’s Degree,0,6127,7521,32.31,32.76,Brazil,79.28
"Nurse, adult",Manufacturing,Decreasing,Low,44530.63,PhD,8,2333,9440,77.37,96.85,China,49.77
Chief Executive Officer,Education,Decreasing,Low,111992.8,PhD,17,333,4499,29.02,21.13,India,26.65
Arts administrator,Healthcare,Decreasing,High,75553.66,Master’s Degree,19,8178,3869,60.1,36.97,China,34.32
"Teacher, secondary school",Finance,Increasing,Moderate,112689.58,Bachelor’s Degree,12,4544,3792,63.84,65.38,China,68.89
"Civil engineer, consulting",Retail,Increasing,Moderate,68362.29,Master’s Degree,10,7407,204,10.91,94.4,China,58.76
Hydrogeologist,IT,Decreasing,High,44876.59,High School,5,7658,1972,4.91,7.48,Australia,76.14
Fish farm manager,Healthcare,Increasing,Moderate,135278.96,PhD,15,127,2514,50.62,60.89,Germany,63.39
"Designer, jewellery",Education,Increasing,Low,42754.08,Bachelor’s Degree,4,9852,7049,44.41,21.7,USA,74.41
Insurance account manager,Finance,Decreasing,High,42910.26,Bachelor’s Degree,7,7920,9052,78.5,83.55,Canada,64.82
Interior and spatial designer,Retail,Increasing,Moderate,77585.11,Associate Degree,19,5595,3176,61.49,26.42,Germany,41.92
Medical physicist,Manufacturing,Decreasing,Low,146292.5,PhD,18,7357,9090,6.02,94.41,UK,69.13
Politician's assistant,Healthcare,Increasing,Low,118332.6,Bachelor’s Degree,18,5806,1615,81.53,54.09,Canada,48.17
"Conservation officer, historic buildings",Finance,Decreasing,Moderate,105128.25,High School,4,8291,4618,98.53,38.99,Australia,32.56
"Sound technician, broadcasting/film/video",Transportation,Increasing,Low,107570.17,PhD,7,6902,2842,89.53,82.94,China,42.93
"Surveyor, building control",Transportation,Decreasing,High,131945.07,Bachelor’s Degree,16,5899,1511,9.14,5.07,UK,69.71
Banker,Retail,Increasing,Moderate,30992.88,High School,11,4462,4515,3.74,65.37,Brazil,73.13
Statistician,Entertainment,Increasing,Moderate,86461.23,Master’s Degree,0,1223,1383,3.91,67.61,India,23.43
"Education officer, community",Manufacturing,Decreasing,High,82953.14,Associate Degree,12,6841,5674,83.04,70.94,Australia,52.77
Meteorologist,Healthcare,Increasing,Low,128198.76,Associate Degree,20,3007,3261,48.63,52.6,Canada,41.0
International aid/development worker,Finance,Increasing,Moderate,128486.28,Bachelor’s Degree,17,3254,5152,82.86,13.17,Canada,62.27
Financial adviser,Transportation,Decreasing,High,34562.96,Associate Degree,6,8183,7696,35.62,31.98,Germany,75.22
Production engineer,Transportation,Increasing,High,34151.37,Associate Degree,17,2480,7805,3.67,10.62,Australia,35.2
"Surveyor, building control",Manufacturing,Decreasing,Low,115106.11,Associate Degree,3,1675,4242,93.26,43.94,Brazil,54.11
Broadcast presenter,Retail,Decreasing,Moderate,80180.83,PhD,2,9800,4490,3.25,56.73,Brazil,65.25
"Engineer, civil (consulting)",Retail,Increasing,Low,116274.04,Master’s Degree,2,5868,3587,28.4,41.02,China,30.97
"Social research officer, government",Transportation,Increasing,Moderate,89039.12,Master’s Degree,8,2312,8021,90.38,36.13,Canada,50.22
Garment/textile technologist,Manufacturing,Increasing,Moderate,93152.02,Master’s Degree,1,1337,3317,32.77,83.08,Australia,68.27
Volunteer coordinator,IT,Increasing,High,67200.43,High School,14,4682,3117,83.48,2.78,China,41.07
Planning and development surveyor,Education,Increasing,Moderate,122760.16,PhD,11,6413,4660,84.35,55.18,USA,48.38
Archivist,Transportation,Decreasing,High,133939.05,PhD,2,4249,5558,68.79,61.19,Canada,44.45
"Engineer, technical sales",Finance,Increasing,Low,73977.58,High School,15,8559,4934,25.39,54.38,China,66.44
Paramedic,Healthcare,Decreasing,Low,69834.46,Associate Degree,0,6897,9923,71.81,48.36,USA,31.6
Textile designer,Entertainment,Decreasing,Moderate,38232.96,High School,7,855,9315,76.85,1.73,India,72.53
"Engineer, materials",Education,Increasing,High,132612.38,PhD,17,9374,4274,11.07,49.66,India,21.72
"Engineer, production",Education,Decreasing,High,82355.33,Bachelor’s Degree,20,1675,9496,88.11,47.97,UK,77.94
Housing manager/officer,IT,Decreasing,Low,88654.26,Bachelor’s Degree,0,3890,9953,32.37,45.1,China,21.21
Marketing executive,Retail,Decreasing,High,126454.46,High School,16,4802,9164,40.69,56.88,UK,54.75
"Engineer, materials",Entertainment,Decreasing,Low,128979.26,Associate Degree,15,1466,746,52.38,74.8,UK,79.53
Hydrogeologist,IT,Decreasing,High,91177.76,Associate Degree,7,2805,4764,68.55,24.76,Brazil,21.46
Acupuncturist,Retail,Increasing,Low,108618.58,Associate Degree,6,297,2098,93.97,61.57,Brazil,54.58
"Engineer, agricultural",Entertainment,Decreasing,High,114914.14,Associate Degree,9,8182,483,8.29,35.27,USA,72.31
Recruitment consultant,Finance,Increasing,Moderate,46375.85,Master’s Degree,3,857,7071,34.52,59.85,UK,42.52
Senior tax professional/tax inspector,Finance,Decreasing,High,56459.71,Associate Degree,16,9175,5376,43.63,69.94,India,21.65
Furniture conservator/restorer,Education,Decreasing,Low,78876.76,PhD,6,6211,2332,46.3,40.45,Brazil,53.31
Race relations officer,IT,Increasing,High,132968.89,PhD,5,9703,1783,11.2,85.52,Germany,30.38
"Librarian, public",Retail,Increasing,Moderate,77681.48,PhD,8,7755,9581,76.6,29.9,Germany,21.61
Intelligence analyst,Education,Decreasing,Low,124024.71,Associate Degree,7,4331,6536,52.83,62.98,India,43.25
Dealer,Retail,Increasing,Moderate,47787.85,Associate Degree,15,7671,1694,91.76,82.45,Germany,58.76
Mental health nurse,Manufacturing,Decreasing,Moderate,99045.68,Associate Degree,15,6885,8953,66.75,68.77,Australia,36.83
Counselling psychologist,Finance,Increasing,Moderate,112073.73,Bachelor’s Degree,8,4150,5207,63.32,74.8,India,23.04
Call centre manager,Manufacturing,Decreasing,Moderate,62497.22,PhD,17,6461,8261,76.96,81.56,Brazil,60.44
Travel agency manager,Retail,Increasing,High,107628.45,PhD,0,8407,2926,67.92,75.96,Brazil,57.85
Chief Marketing Officer,IT,Decreasing,High,118712.42,High School,3,1460,9195,75.53,35.88,India,59.93
Advertising art director,Transportation,Increasing,Low,147976.77,Associate Degree,18,3350,4479,39.38,85.34,UK,36.75
Paediatric nurse,Education,Decreasing,Low,44555.32,Bachelor’s Degree,15,1693,1980,21.41,8.99,Germany,20.98
Retail buyer,Entertainment,Increasing,High,140744.68,PhD,1,9420,3624,55.01,25.59,Australia,69.62
"Programmer, systems",Manufacturing,Decreasing,High,39874.17,High School,4,2866,6874,24.8,38.04,China,55.37
"Scientist, physiological",IT,Decreasing,Moderate,127621.63,High School,0,9713,6495,63.07,57.28,India,35.89
Chief Technology Officer,Entertainment,Decreasing,Low,43365.14,Associate Degree,17,168,4234,58.56,81.63,India,24.88
Retail buyer,Manufacturing,Increasing,Low,30334.93,PhD,19,8290,1082,82.6,77.01,Brazil,74.17
"Surveyor, hydrographic",Education,Decreasing,High,104294.9,Master’s Degree,15,8066,3596,61.56,95.84,India,25.87
Orthoptist,Education,Decreasing,High,67224.19,Master’s Degree,6,2466,6139,94.09,87.26,UK,48.18
Television production assistant,Healthcare,Decreasing,Low,59751.99,Master’s Degree,11,6956,3251,58.5,53.99,Canada,58.13
"Administrator, local government",IT,Decreasing,Moderate,38185.35,Associate Degree,20,3313,8710,88.34,30.69,Australia,69.74
Interior and spatial designer,Transportation,Increasing,Low,37624.88,Bachelor’s Degree,12,3081,9476,93.22,47.61,Brazil,43.95
"Copywriter, advertising",Finance,Decreasing,Moderate,111155.56,Associate Degree,5,4755,2072,9.61,89.75,Australia,71.55
"Production designer, theatre/television/film",Entertainment,Increasing,High,81850.48,Associate Degree,2,4529,9895,71.28,35.19,India,41.19
"Psychologist, clinical",Education,Decreasing,High,122622.93,High School,11,810,7250,84.83,88.7,USA,76.78
"Engineer, electronics",Entertainment,Decreasing,Moderate,128054.01,Associate Degree,3,6232,4502,95.53,86.75,USA,44.54
Private music teacher,IT,Increasing,High,132095.65,Associate Degree,15,2984,1471,1.3,88.36,Australia,66.21
"Engineer, broadcasting (operations)",Healthcare,Increasing,Moderate,101318.71,Bachelor’s Degree,7,3628,4651,39.01,57.68,Canada,57.9
"Psychologist, educational",Finance,Increasing,Low,62050.52,High School,16,4360,6834,71.51,68.83,Canada,35.98
Air broker,Finance,Decreasing,Low,79558.24,Bachelor’s Degree,8,1026,3888,74.29,50.61,Brazil,30.24
Fitness centre manager,Manufacturing,Increasing,Low,74682.05,Associate Degree,12,4410,5257,22.28,98.88,China,50.18
"Designer, furniture",Finance,Increasing,High,144391.45,Bachelor’s Degree,1,3476,5524,38.05,83.39,India,35.35
"Designer, exhibition/display",Manufacturing,Increasing,High,121087.03,Bachelor’s Degree,0,3978,6869,75.7,98.85,Brazil,45.51
Jewellery designer,Transportation,Increasing,Moderate,82582.22,Associate Degree,15,9298,3326,63.92,58.78,Brazil,53.74
General practice doctor,Retail,Increasing,Moderate,103524.71,High School,8,9778,4956,75.87,21.83,Germany,56.41
Food technologist,Manufacturing,Increasing,High,127302.41,Master’s Degree,13,9353,7624,30.71,19.58,Canada,30.86
Chartered loss adjuster,Healthcare,Decreasing,High,112037.4,Associate Degree,4,6220,2897,22.07,13.04,Canada,33.71
Systems analyst,IT,Increasing,High,102015.19,Associate Degree,12,6325,6249,5.9,50.12,Brazil,44.52
"Engineer, electrical",Education,Increasing,Moderate,138387.43,PhD,3,2709,5688,30.73,15.82,Australia,30.04
Quarry manager,IT,Decreasing,Moderate,36595.48,Associate Degree,11,9465,9452,96.81,83.47,Australia,35.87
Commercial horticulturist,IT,Increasing,Moderate,127258.95,Master’s Degree,11,2919,5862,39.28,38.96,Canada,36.26
Materials engineer,IT,Decreasing,High,124379.25,Bachelor’s Degree,10,345,109,52.23,15.91,UK,40.28
Diagnostic radiographer,Education,Increasing,High,34732.68,Master’s Degree,8,8016,4386,60.41,79.88,Brazil,32.16
Hydrographic surveyor,Finance,Increasing,High,32225.47,High School,15,6509,7280,43.58,15.81,UK,62.1
Advertising account planner,Transportation,Decreasing,Moderate,83974.44,PhD,15,1931,5248,69.76,11.88,India,68.39
"Scientist, research (life sciences)",Manufacturing,Increasing,Low,128725.41,Bachelor’s Degree,10,9570,7762,6.47,54.5,Brazil,68.69
Air broker,Manufacturing,Decreasing,High,42766.14,PhD,8,5438,7788,65.72,26.42,USA,65.44
Sales promotion account executive,Healthcare,Decreasing,High,80080.32,Master’s Degree,1,6060,5948,39.6,3.05,Brazil,32.06
"Clinical scientist, histocompatibility and immunogenetics",Finance,Decreasing,Low,133688.53,Master’s Degree,20,3167,4923,27.16,66.26,India,72.72
Television production assistant,Education,Decreasing,Moderate,117033.98,Associate Degree,14,2263,3973,13.55,64.16,UK,73.38
Community development worker,Manufacturing,Decreasing,Low,68907.59,PhD,14,6138,2566,4.22,38.91,Canada,36.47
"Engineer, production",Retail,Increasing,Low,70814.78,Associate Degree,5,9901,1083,50.57,13.24,Brazil,56.26
Biomedical engineer,Retail,Increasing,Low,121585.2,Associate Degree,14,8605,6728,0.74,27.01,UK,36.64
Sport and exercise psychologist,Transportation,Decreasing,High,132587.86,High School,0,5450,8555,85.48,53.12,China,49.88
Probation officer,Manufacturing,Decreasing,Low,107970.27,Associate Degree,3,5149,7915,2.27,42.77,China,75.05
"Nurse, mental health",Transportation,Decreasing,Moderate,108182.05,Bachelor’s Degree,1,1411,3334,41.52,63.82,Brazil,78.23
"Surveyor, mining",IT,Decreasing,Low,90984.15,Master’s Degree,17,1181,6996,32.97,34.24,Canada,42.4
"Teacher, secondary school",Education,Increasing,Moderate,120075.94,High School,20,5112,2917,94.52,48.13,Australia,38.54
Further education lecturer,Education,Increasing,Low,106550.33,Bachelor’s Degree,8,880,5629,84.46,83.35,Brazil,25.42
Barrister's clerk,Education,Decreasing,Low,87139.54,Bachelor’s Degree,11,2708,7799,79.36,6.81,Australia,64.28
Occupational hygienist,Manufacturing,Decreasing,Moderate,133257.07,High School,19,7368,2254,22.51,17.67,USA,43.58
Further education lecturer,Education,Increasing,Moderate,123019.67,High School,11,1098,8648,42.11,55.15,Australia,35.94
Minerals surveyor,Education,Decreasing,High,138993.48,PhD,13,2494,4118,39.48,45.0,China,28.38
Trade mark attorney,Manufacturing,Increasing,Low,144766.57,High School,13,9357,6709,92.92,25.28,Canada,56.23
Occupational therapist,Healthcare,Increasing,Moderate,100175.13,High School,9,3030,6752,21.01,22.18,Canada,39.99
English as a second language teacher,Retail,Decreasing,Moderate,59878.44,Master’s Degree,18,1732,1288,36.61,98.01,Brazil,23.05
Animal nutritionist,Education,Decreasing,Moderate,139508.62,Master’s Degree,2,1996,7274,57.53,99.02,India,50.64
Barrister,IT,Decreasing,Moderate,78893.19,PhD,7,1743,7210,60.39,26.0,UK,47.52
Recruitment consultant,IT,Increasing,Moderate,35438.11,Bachelor’s Degree,18,2081,8518,89.65,79.57,USA,77.65
"Embryologist, clinical",Entertainment,Increasing,High,121453.47,Associate Degree,10,7271,3645,81.17,85.0,UK,66.1
Ergonomist,Manufacturing,Increasing,Low,65304.97,Associate Degree,20,7709,315,27.6,34.4,Australia,77.0
Orthoptist,Education,Decreasing,Moderate,43644.53,Associate Degree,6,7048,7265,15.47,66.96,Canada,52.5
Tourist information centre manager,Education,Increasing,Low,142240.14,PhD,4,5698,8390,49.71,14.85,USA,24.07
Tree surgeon,Education,Decreasing,Moderate,88607.75,Bachelor’s Degree,15,6129,1437,88.74,52.76,Canada,44.81
Energy manager,Retail,Increasing,Low,114216.73,Associate Degree,0,5298,3428,5.5,14.78,USA,75.45
Regulatory affairs officer,Entertainment,Decreasing,High,54966.69,High School,8,3129,2519,75.15,32.36,India,29.92
Logistics and distribution manager,Entertainment,Decreasing,Low,43202.18,Bachelor’s Degree,1,6551,4194,75.45,81.56,Brazil,20.49
Data processing manager,Manufacturing,Increasing,Low,55250.73,PhD,2,458,8744,3.6,43.28,China,38.54
Private music teacher,Entertainment,Decreasing,Moderate,85973.33,Associate Degree,14,2135,6892,25.99,23.75,Canada,74.15
Commissioning editor,IT,Increasing,High,81923.17,High School,5,4434,7042,38.38,77.55,Australia,27.19
"Lighting technician, broadcasting/film/video",Healthcare,Decreasing,Moderate,30508.37,Master’s Degree,2,5545,8450,82.14,49.56,India,66.58
"Surveyor, land/geomatics",Education,Increasing,Low,65801.43,High School,5,1303,5169,51.47,46.6,Germany,20.76
Telecommunications researcher,Entertainment,Decreasing,High,137365.67,PhD,17,5247,2362,67.72,1.2,Australia,61.01
"Engineer, electrical",Healthcare,Decreasing,Low,95819.44,High School,3,8719,4838,97.97,17.79,Canada,64.79
Minerals surveyor,Education,Decreasing,Moderate,41920.49,Bachelor’s Degree,5,2862,3072,14.07,66.29,Australia,41.83
Clinical psychologist,IT,Decreasing,High,138739.35,Master’s Degree,4,6390,561,60.75,62.13,Germany,71.82
Artist,Healthcare,Increasing,Moderate,52661.22,PhD,16,5788,9792,11.07,44.52,USA,70.09
"Surveyor, rural practice",Entertainment,Increasing,Moderate,30283.13,High School,14,7538,627,24.18,14.65,USA,76.66
"Designer, graphic",Entertainment,Decreasing,Moderate,41279.62,Bachelor’s Degree,20,2406,9365,48.86,52.47,UK,32.46
Product designer,Finance,Increasing,Low,86576.88,Associate Degree,4,9988,7913,11.52,49.58,Brazil,39.49
Barrister's clerk,Retail,Increasing,Low,145506.71,Associate Degree,12,1286,5844,13.03,56.74,Australia,22.92
"Engineer, site",Entertainment,Increasing,High,121927.19,Master’s Degree,11,1708,4623,32.25,70.81,Germany,55.6
Architect,Education,Increasing,Moderate,77905.22,Master’s Degree,10,878,7180,90.26,95.19,Brazil,55.68
"Engineer, chemical",Entertainment,Decreasing,High,80634.27,Master’s Degree,14,7627,1333,98.72,46.53,Germany,74.57
"Pilot, airline",Retail,Decreasing,Moderate,46668.27,Associate Degree,1,7395,7428,33.33,84.52,USA,35.72
Air cabin crew,Entertainment,Increasing,Moderate,56726.96,Bachelor’s Degree,14,9479,9395,33.11,41.92,UK,55.53
Hydrogeologist,Finance,Increasing,Low,111350.99,High School,1,9684,8230,54.05,33.43,China,20.43
Agricultural consultant,Healthcare,Decreasing,High,74459.1,Associate Degree,13,8807,7076,67.4,29.36,India,60.48
Forest/woodland manager,Healthcare,Increasing,High,76869.29,Bachelor’s Degree,8,6099,5084,51.0,49.49,USA,20.7
Radiation protection practitioner,Entertainment,Increasing,Low,113320.76,Associate Degree,14,5604,8256,81.08,78.8,Australia,21.7
Media buyer,Manufacturing,Decreasing,Low,73654.83,Bachelor’s Degree,5,7195,7461,99.99,6.56,UK,43.7
Comptroller,Retail,Decreasing,Moderate,128525.97,Master’s Degree,8,9376,1636,96.14,77.27,UK,31.94
Furniture designer,Entertainment,Decreasing,High,110793.23,Bachelor’s Degree,13,6211,913,61.53,18.49,India,42.58
Meteorologist,IT,Increasing,Low,102031.4,Master’s Degree,11,8405,9413,54.28,49.65,China,25.65
Professor Emeritus,Manufacturing,Increasing,Moderate,121289.1,High School,1,5664,8581,23.41,95.52,Brazil,58.45
"Surveyor, minerals",Retail,Increasing,Low,47225.99,Bachelor’s Degree,3,4042,9088,56.18,43.09,Australia,58.14
Patent attorney,Entertainment,Increasing,Low,50398.21,Master’s Degree,4,6290,5785,45.31,26.19,India,24.53
Plant breeder/geneticist,Entertainment,Increasing,Low,84084.75,PhD,4,7127,6964,44.7,67.21,USA,35.05
Sports development officer,Finance,Decreasing,Low,128859.06,Bachelor’s Degree,7,4206,5833,50.32,81.06,UK,46.61
Retail merchandiser,Education,Decreasing,Low,134140.07,Bachelor’s Degree,17,3165,3944,63.77,0.91,India,53.38
Historic buildings inspector/conservation officer,Transportation,Increasing,Moderate,98486.86,Bachelor’s Degree,16,2898,8744,46.69,39.53,UK,73.22
Chief Executive Officer,Entertainment,Decreasing,High,83945.09,Master’s Degree,11,2126,7509,96.34,11.31,USA,59.71
Physiotherapist,Manufacturing,Decreasing,High,30668.69,Master’s Degree,3,4230,9138,99.85,77.81,UK,20.09
Primary school teacher,Manufacturing,Decreasing,Low,52475.09,PhD,9,4628,9931,90.32,26.05,Brazil,28.6
Product manager,Manufacturing,Increasing,Low,58155.91,Associate Degree,10,9403,9141,21.28,9.48,Germany,79.51
"Education officer, environmental",Retail,Decreasing,Moderate,37435.97,Bachelor’s Degree,6,3012,2747,25.62,84.29,China,32.07
Armed forces logistics/support/administrative officer,Healthcare,Increasing,Moderate,133010.76,Master’s Degree,5,7080,8177,50.87,62.8,Brazil,68.99
Armed forces technical officer,Entertainment,Decreasing,Low,134683.86,High School,1,2358,1655,26.35,69.61,Brazil,50.77
Lobbyist,Healthcare,Decreasing,Low,73018.17,Bachelor’s Degree,4,4966,5689,61.92,82.64,China,57.4
"Loss adjuster, chartered",Finance,Increasing,Moderate,55990.95,Associate Degree,14,3451,559,20.67,20.52,Germany,47.63
Energy engineer,Transportation,Increasing,High,76953.51,Bachelor’s Degree,12,5811,727,28.92,81.69,Brazil,48.9
"Presenter, broadcasting",Entertainment,Decreasing,Moderate,37324.05,Bachelor’s Degree,6,9159,1962,92.0,4.37,Canada,65.55
"Accountant, chartered management",Retail,Increasing,Moderate,52004.9,Associate Degree,8,9619,3839,47.07,84.43,Brazil,57.79
Chief Strategy Officer,Entertainment,Increasing,Low,109074.64,Master’s Degree,16,2151,3148,80.08,6.17,USA,20.24
Social worker,IT,Decreasing,High,132928.39,PhD,18,2858,8559,15.73,39.65,China,44.34
Education administrator,Entertainment,Increasing,High,138143.21,Bachelor’s Degree,12,3618,4290,0.45,53.97,Canada,54.69
"Engineer, structural",IT,Decreasing,High,122893.93,Associate Degree,0,1830,4225,97.45,71.55,Canada,63.74
Housing manager/officer,Manufacturing,Decreasing,High,146920.36,Associate Degree,18,9027,3780,95.63,17.06,Canada,56.64
Geochemist,Entertainment,Decreasing,Low,140334.49,High School,5,9147,284,27.12,9.8,Brazil,40.31
Newspaper journalist,Manufacturing,Decreasing,Moderate,94484.31,Master’s Degree,11,717,8356,67.47,42.3,USA,22.75
Financial controller,IT,Decreasing,High,108480.07,Bachelor’s Degree,17,1799,1010,64.92,80.0,USA,47.44
Media planner,IT,Decreasing,High,85527.6,Associate Degree,3,858,4442,86.23,18.34,India,21.16
"Horticulturist, commercial",Manufacturing,Decreasing,High,42288.08,Master’s Degree,16,2791,9467,88.09,82.8,Germany,46.14
Financial trader,Education,Increasing,High,63184.4,PhD,12,7058,6772,66.45,41.15,USA,30.2
Radiation protection practitioner,Healthcare,Decreasing,High,50751.04,High School,20,1158,5084,10.59,90.26,Germany,27.39
Ophthalmologist,Transportation,Increasing,High,89452.88,PhD,18,3078,3666,14.21,40.38,Brazil,64.0
"Editor, magazine features",Manufacturing,Decreasing,High,69591.77,Master’s Degree,7,4295,4135,42.81,32.36,USA,25.76
Automotive engineer,Healthcare,Increasing,Moderate,109947.52,Associate Degree,19,5702,6921,30.36,72.03,India,58.04
Financial manager,Finance,Decreasing,Moderate,84261.42,PhD,15,3001,3637,15.27,61.86,Germany,55.06
Planning and development surveyor,Retail,Decreasing,Low,149579.6,Master’s Degree,20,6889,2456,58.92,75.53,India,25.83
Retail merchandiser,Transportation,Increasing,Moderate,147091.29,Master’s Degree,14,946,3402,30.17,6.43,UK,28.97
Clothing/textile technologist,Education,Increasing,Moderate,99088.8,Bachelor’s Degree,6,7129,5520,20.71,89.01,Canada,78.26
Social researcher,Transportation,Increasing,Moderate,56469.45,Master’s Degree,0,400,5241,7.47,33.82,USA,75.56
Paramedic,Retail,Decreasing,Low,30785.67,High School,20,1169,400,41.74,50.97,Canada,48.21
Fine artist,Education,Increasing,Moderate,82879.32,Master’s Degree,18,3779,6173,29.13,65.33,Brazil,34.19
Dancer,Finance,Increasing,Moderate,74518.27,Associate Degree,15,4225,5070,1.9,88.89,USA,51.23
Television/film/video producer,Education,Decreasing,Low,70472.03,Associate Degree,0,3349,8367,64.57,83.87,China,67.0
Purchasing manager,IT,Decreasing,Low,94791.38,High School,13,2866,2859,63.04,0.74,China,55.77
Recycling officer,Manufacturing,Decreasing,Moderate,56345.32,Bachelor’s Degree,11,2476,1343,88.52,10.78,Australia,31.99
"Sales professional, IT",Entertainment,Increasing,Low,136245.63,High School,11,6437,9452,87.98,53.42,Germany,60.58
"Therapist, speech and language",Retail,Decreasing,Low,38232.05,Master’s Degree,15,5688,3499,38.94,62.33,UK,79.06
Quarry manager,Manufacturing,Decreasing,Moderate,107209.47,PhD,18,3487,4297,59.32,64.34,India,26.79
Theatre manager,Retail,Increasing,High,106271.89,Associate Degree,16,3984,9977,14.31,22.34,China,74.04
Economist,Retail,Increasing,Low,148318.13,Associate Degree,18,569,6403,23.52,25.4,Australia,35.48
Purchasing manager,Manufacturing,Increasing,High,149813.59,PhD,17,2285,3985,3.77,24.06,Australia,41.32
Meteorologist,Education,Decreasing,Moderate,106765.61,Bachelor’s Degree,16,1949,4107,47.61,93.68,USA,61.0
Hospital pharmacist,Transportation,Decreasing,High,64779.66,PhD,9,4061,4772,21.34,46.04,Germany,40.17
"Surveyor, mining",IT,Decreasing,High,68098.47,Master’s Degree,11,8445,3292,94.78,66.07,Brazil,67.57
"Development worker, community",Education,Decreasing,Low,120101.59,PhD,10,5107,6089,23.92,28.57,India,59.03
Trading standards officer,Entertainment,Decreasing,Moderate,78359.52,Associate Degree,4,6739,9925,31.34,67.29,Canada,34.71
Hospital pharmacist,Retail,Decreasing,Low,69215.21,High School,13,8627,1294,61.06,58.5,China,76.71
Senior tax professional/tax inspector,Finance,Decreasing,High,101139.89,High School,5,2572,1581,4.38,55.14,Australia,28.17
Public librarian,Entertainment,Increasing,Moderate,83134.48,High School,18,6783,6315,2.87,14.47,USA,54.77
Copy,Manufacturing,Increasing,Moderate,120000.77,High School,15,6708,8702,20.36,22.81,Canada,42.28
Holiday representative,Finance,Decreasing,Low,30431.22,Master’s Degree,7,5615,294,71.33,77.09,Australia,34.04
Best boy,Finance,Decreasing,Low,115864.07,Bachelor’s Degree,12,3245,370,7.87,46.66,Germany,24.83
"Psychologist, forensic",Manufacturing,Increasing,High,130942.12,Associate Degree,4,3650,9445,60.62,54.72,USA,33.04
International aid/development worker,Healthcare,Decreasing,Low,94937.78,High School,4,184,8848,20.86,71.17,China,34.47
"Surveyor, planning and development",Manufacturing,Decreasing,High,92800.94,Bachelor’s Degree,10,338,1407,10.92,86.93,Brazil,71.15
Youth worker,Finance,Increasing,Moderate,111092.42,Master’s Degree,15,7438,5481,74.78,38.18,India,51.21
Immunologist,Retail,Increasing,Moderate,76178.56,Bachelor’s Degree,10,9569,3725,72.13,32.78,Brazil,50.42
Further education lecturer,IT,Increasing,Moderate,114873.25,High School,13,5947,6443,91.24,8.78,Brazil,75.81
Chief Financial Officer,Healthcare,Increasing,Low,122571.65,Master’s Degree,20,3239,4383,25.33,55.2,India,32.9
Art gallery manager,IT,Increasing,Low,115878.69,Bachelor’s Degree,7,6544,8329,81.13,89.11,Canada,77.64
"Solicitor, Scotland",Entertainment,Decreasing,Moderate,134155.54,Bachelor’s Degree,13,621,9009,18.84,32.89,India,51.67
Systems analyst,IT,Decreasing,Low,126024.49,Bachelor’s Degree,1,1977,7631,15.04,49.25,Brazil,68.37
Environmental health practitioner,Finance,Increasing,Moderate,103722.8,Master’s Degree,13,3952,7667,42.6,9.59,Canada,66.53
"Librarian, academic",Transportation,Increasing,Low,105689.38,Associate Degree,0,260,3939,72.74,37.82,Australia,37.2
Charity officer,Education,Decreasing,High,122285.81,Associate Degree,14,4343,7842,79.67,71.87,Canada,31.75
"Librarian, academic",Retail,Decreasing,Moderate,45304.6,High School,10,1403,9094,0.63,20.41,Canada,63.4
Information systems manager,Education,Decreasing,High,59315.77,High School,0,3667,2544,65.79,22.33,UK,31.89
Research scientist (life sciences),Transportation,Increasing,High,98047.01,High School,15,3966,9390,77.85,23.86,Germany,72.5
Advertising art director,Entertainment,Decreasing,Moderate,78668.62,Master’s Degree,10,8704,7933,18.05,2.33,China,68.2
Fast food restaurant manager,Entertainment,Increasing,Low,147935.25,PhD,10,7137,9984,87.09,55.86,Germany,24.58
Chartered accountant,Retail,Increasing,Moderate,135097.01,Master’s Degree,2,2546,3339,4.35,60.62,Germany,48.82
"Programmer, systems",Finance,Increasing,Moderate,30304.76,Bachelor’s Degree,19,9389,7520,2.37,26.92,Australia,66.29
"Biochemist, clinical",Entertainment,Increasing,High,101146.07,Associate Degree,20,2762,5803,21.83,86.52,China,36.03
Homeopath,Finance,Increasing,Moderate,34560.79,PhD,6,1017,8977,21.05,1.44,Germany,47.72
Social worker,Manufacturing,Increasing,High,112787.9,PhD,16,1206,6773,76.96,66.11,Brazil,24.92
Brewing technologist,Transportation,Decreasing,Moderate,104060.71,Associate Degree,19,6501,228,60.81,26.05,Germany,27.63
Air broker,Finance,Increasing,Moderate,45612.62,Master’s Degree,14,9551,9820,7.41,60.5,USA,73.69
Best boy,IT,Increasing,Moderate,95223.6,High School,16,8879,4690,18.58,39.34,Canada,45.71
Art gallery manager,IT,Decreasing,Moderate,83718.02,Associate Degree,4,6459,2607,38.85,85.06,China,74.43
Operations geologist,Manufacturing,Increasing,Moderate,107658.97,High School,3,7866,9102,26.38,96.3,UK,78.16
"Psychologist, occupational",Entertainment,Decreasing,Moderate,63357.92,PhD,0,5870,2174,63.96,99.25,Australia,28.69
"Development worker, international aid",Retail,Increasing,Low,106743.48,PhD,15,2132,1204,84.82,59.85,Brazil,37.85
"Development worker, international aid",IT,Increasing,Low,41898.95,High School,20,7069,8516,24.85,1.29,UK,65.25
Textile designer,IT,Increasing,Low,106838.12,Bachelor’s Degree,4,1386,8907,51.81,42.97,UK,41.34
"Designer, textile",Transportation,Increasing,Low,56631.47,Bachelor’s Degree,5,3307,560,36.82,42.61,Australia,45.18
"Research officer, trade union",Manufacturing,Increasing,High,30891.11,PhD,12,9078,3730,98.98,14.34,Canada,70.23
Historic buildings inspector/conservation officer,Finance,Decreasing,Low,40468.71,Master’s Degree,0,8071,371,15.83,58.97,USA,30.93
Commercial horticulturist,Transportation,Increasing,High,67564.88,Master’s Degree,11,5440,8336,21.71,43.02,Australia,30.39
"Administrator, sports",Entertainment,Decreasing,Moderate,123597.18,Bachelor’s Degree,14,743,7563,96.06,59.68,Germany,51.56
Ophthalmologist,Entertainment,Increasing,Low,117897.7,Master’s Degree,13,5309,9087,80.45,5.47,China,60.29
"Designer, ceramics/pottery",Finance,Decreasing,Low,74961.0,Associate Degree,16,5341,3763,41.69,16.32,UK,76.91
Teaching laboratory technician,Healthcare,Decreasing,High,64303.02,High School,15,8059,9911,68.95,79.81,UK,53.83
Human resources officer,Healthcare,Decreasing,High,89116.98,High School,9,2147,7604,14.05,18.36,India,48.94
Camera operator,Finance,Increasing,Low,106220.82,High School,9,1021,4310,5.19,47.71,Germany,63.47
Sports coach,Education,Decreasing,High,71409.68,PhD,10,4147,9767,2.94,36.43,Canada,30.33
Forensic scientist,Entertainment,Decreasing,Moderate,59308.5,Master’s Degree,10,9239,5769,95.29,45.96,India,32.38
Pension scheme manager,Education,Increasing,High,105480.43,Bachelor’s Degree,7,6785,7130,37.01,74.84,Germany,59.8
Minerals surveyor,Retail,Increasing,High,131271.87,Bachelor’s Degree,11,1956,719,36.68,49.0,Australia,77.8
IT sales professional,Retail,Increasing,Moderate,108025.87,High School,17,9885,4368,62.54,52.39,USA,59.38
Social worker,Entertainment,Decreasing,High,68340.44,Associate Degree,6,6021,7250,80.0,58.34,UK,79.28
Multimedia programmer,Finance,Increasing,Moderate,143738.27,Master’s Degree,9,9820,1110,15.41,47.8,Australia,36.19
Management consultant,Retail,Decreasing,High,57076.24,Associate Degree,2,8222,5892,49.28,22.21,Canada,36.3
"Producer, television/film/video",Transportation,Decreasing,Low,105938.09,Bachelor’s Degree,12,8857,3779,13.52,76.67,Canada,33.47
English as a foreign language teacher,Healthcare,Increasing,High,59187.42,Master’s Degree,15,2381,3800,87.02,14.07,Canada,70.81
Retail merchandiser,IT,Decreasing,High,35052.51,High School,4,1219,1335,80.27,81.15,Australia,65.0
Warehouse manager,Manufacturing,Increasing,Moderate,33817.99,High School,9,429,9137,37.89,37.61,UK,78.99
Risk analyst,Transportation,Decreasing,Moderate,30842.08,Associate Degree,17,1120,4109,21.27,6.27,UK,33.83
IT technical support officer,Education,Decreasing,Moderate,147897.33,Master’s Degree,18,3569,916,91.55,92.19,Canada,61.9
Corporate treasurer,Manufacturing,Increasing,High,79713.06,Bachelor’s Degree,7,1432,9305,70.71,58.51,Australia,33.18
English as a second language teacher,Healthcare,Increasing,High,33589.38,Associate Degree,19,5539,1418,50.25,89.74,Germany,37.11
"Optician, dispensing",Healthcare,Decreasing,Low,98325.6,High School,3,6412,8130,99.26,27.07,USA,46.41
"Therapist, art",Retail,Increasing,Low,33143.87,High School,19,6556,7679,23.71,49.25,Germany,29.09
Building surveyor,Entertainment,Decreasing,Moderate,105225.03,High School,13,3757,9353,9.61,22.03,UK,76.46
Futures trader,IT,Decreasing,Low,107744.09,High School,10,9077,6861,6.21,1.96,UK,78.09
Commercial horticulturist,Retail,Decreasing,Low,81496.04,Master’s Degree,11,1098,9812,22.68,46.89,China,34.81
"Sound technician, broadcasting/film/video",Healthcare,Decreasing,High,106235.86,Associate Degree,0,4271,9465,50.86,30.7,China,77.81
Medical technical officer,Retail,Decreasing,Moderate,126282.17,Associate Degree,3,623,2168,86.57,87.71,China,20.68
"Sound technician, broadcasting/film/video",Education,Increasing,Moderate,141950.62,High School,19,5291,5191,48.69,65.44,India,51.94
IT technical support officer,Healthcare,Decreasing,Low,147396.0,High School,14,6386,5923,92.04,39.23,UK,21.95
Physiological scientist,Healthcare,Decreasing,Moderate,140052.3,Associate Degree,16,1772,368,34.89,34.41,Brazil,46.25
Futures trader,Education,Increasing,Moderate,146708.07,Associate Degree,3,9232,9449,54.31,73.48,Canada,41.12
"Designer, multimedia",Finance,Decreasing,Moderate,49583.76,Master’s Degree,0,2365,5703,38.65,63.32,Australia,27.51
Equities trader,IT,Increasing,High,149563.03,Bachelor’s Degree,1,5845,5997,56.92,13.43,India,78.64
Sport and exercise psychologist,Transportation,Increasing,Moderate,109888.45,Master’s Degree,2,8004,2831,75.92,45.34,Canada,56.78
"Therapist, horticultural",Transportation,Decreasing,High,65335.69,Bachelor’s Degree,11,5915,9795,70.25,5.57,USA,65.89
"Research officer, government",Transportation,Increasing,High,142180.57,High School,1,2201,2221,8.24,90.09,China,76.16
Field seismologist,Healthcare,Decreasing,High,103420.67,PhD,13,8992,2114,51.69,47.32,China,66.22
Primary school teacher,Healthcare,Decreasing,High,141061.11,High School,13,4110,868,74.45,20.56,Canada,41.38
Water engineer,Retail,Increasing,Low,49847.91,Associate Degree,17,8225,8115,49.15,87.04,Germany,73.3
"Psychologist, educational",Healthcare,Increasing,Low,71709.61,High School,14,7598,4841,98.76,3.79,India,46.66
Soil scientist,Finance,Decreasing,Moderate,136931.24,Associate Degree,12,8434,2214,37.66,43.96,Brazil,70.72
Writer,Finance,Decreasing,High,48516.72,High School,0,7278,4526,3.61,14.71,China,63.45
Office manager,Finance,Decreasing,High,36987.21,PhD,17,9355,6177,73.36,66.65,Australia,28.81
Politician's assistant,Retail,Increasing,High,46717.88,Bachelor’s Degree,10,6233,8398,18.87,91.84,Australia,73.79
Research scientist (life sciences),IT,Increasing,Low,32243.77,High School,15,7548,3069,89.94,56.06,Germany,76.52
Financial manager,Education,Decreasing,Moderate,59841.29,Master’s Degree,9,5798,4484,21.34,11.92,Germany,38.48
"Designer, television/film set",Finance,Increasing,Low,38172.16,Associate Degree,15,9325,4685,55.47,21.88,Brazil,53.94
"Programmer, systems",Manufacturing,Increasing,Low,44621.3,PhD,5,7944,8840,75.24,87.23,Canada,68.81
"Psychologist, clinical",Manufacturing,Increasing,Low,92752.61,High School,11,3392,6154,55.52,55.56,UK,53.04
Health and safety inspector,Retail,Decreasing,Low,144378.38,PhD,20,1939,2402,66.37,85.31,Germany,32.8
Marine scientist,Transportation,Increasing,Low,107125.39,Bachelor’s Degree,12,9744,1426,46.61,51.54,India,65.64
Waste management officer,Entertainment,Increasing,High,110416.83,Associate Degree,18,4267,9684,1.27,59.23,Germany,75.87
Exhibition designer,Education,Decreasing,Moderate,83324.94,PhD,10,5141,8365,4.65,41.03,Australia,41.45
Clinical cytogeneticist,Retail,Increasing,Moderate,113260.81,Associate Degree,4,3543,5023,83.59,39.16,China,21.45
"Conservation officer, nature",Entertainment,Decreasing,Low,70455.02,PhD,9,4005,7874,74.45,37.71,UK,79.57
"Teacher, secondary school",Manufacturing,Decreasing,Low,45252.99,Master’s Degree,14,5013,1512,66.63,72.46,Australia,27.49
"Engineer, manufacturing systems",IT,Decreasing,High,47562.25,High School,8,5895,2591,72.43,4.86,Brazil,35.71
Armed forces operational officer,IT,Increasing,Low,81194.73,High School,8,5747,9940,94.3,41.68,Brazil,59.82
Quantity surveyor,IT,Decreasing,High,101700.45,Associate Degree,1,868,4241,75.53,84.74,China,24.78
Medical sales representative,Transportation,Decreasing,Low,36391.64,Associate Degree,0,8010,6474,67.09,34.08,Brazil,69.54
Civil Service administrator,IT,Decreasing,Moderate,42847.4,Master’s Degree,16,5027,4048,37.72,25.09,Canada,72.6
Ship broker,Retail,Decreasing,Moderate,50610.05,Associate Degree,7,878,8700,85.89,97.96,Germany,53.72
Logistics and distribution manager,Finance,Increasing,Moderate,34279.57,Master’s Degree,9,846,8448,19.61,61.14,China,27.92
"Engineer, mining",Education,Increasing,High,80093.81,PhD,12,4342,6012,21.4,80.13,Brazil,58.75
Haematologist,Education,Decreasing,High,99614.38,Associate Degree,5,5357,6724,10.43,11.79,UK,31.78
"Surveyor, minerals",Healthcare,Decreasing,Moderate,118564.11,Master’s Degree,15,6151,4030,7.63,7.92,Brazil,67.35
Financial manager,Finance,Increasing,Moderate,116181.7,PhD,4,9984,142,38.46,20.88,Brazil,26.61
Air broker,Manufacturing,Decreasing,Low,49086.73,Bachelor’s Degree,6,8062,4151,72.6,6.73,Germany,38.95
"Surveyor, hydrographic",Entertainment,Decreasing,Low,78856.39,PhD,0,1647,7759,88.54,99.85,China,75.77
Dancer,Finance,Decreasing,High,106475.3,Associate Degree,8,966,2121,65.85,9.27,UK,35.16
"Engineer, drilling",Healthcare,Decreasing,Low,31156.68,PhD,6,6736,6164,88.42,50.77,China,38.34
"Pharmacist, hospital",IT,Decreasing,Low,84681.2,Associate Degree,19,6750,516,88.47,9.63,Germany,74.92
"Librarian, academic",Finance,Increasing,Moderate,32358.65,Associate Degree,17,6826,7917,22.47,43.84,Brazil,24.09
Glass blower/designer,Healthcare,Increasing,High,103022.13,Bachelor’s Degree,17,5383,5338,52.6,96.39,China,76.28
"Pilot, airline",Retail,Increasing,High,115710.53,High School,14,4487,9773,83.46,69.16,China,26.87
Haematologist,Retail,Decreasing,Moderate,142040.63,PhD,10,2133,7591,4.84,11.19,China,38.32
Operational investment banker,Manufacturing,Decreasing,Low,89326.94,Master’s Degree,20,6448,7841,29.69,93.25,India,48.55
"Engineer, biomedical",Finance,Increasing,Low,116047.27,Master’s Degree,1,5004,4044,79.76,38.25,UK,73.09
Translator,Transportation,Decreasing,Low,145991.53,High School,16,3210,2661,37.86,4.76,China,33.15
Building services engineer,Education,Increasing,Moderate,77071.07,Master’s Degree,13,9075,435,27.05,57.52,China,34.34
Publishing copy,IT,Decreasing,Moderate,118780.09,Master’s Degree,0,2657,115,98.06,47.23,Brazil,70.95
Contracting civil engineer,Entertainment,Increasing,High,136182.37,Bachelor’s Degree,6,4449,9047,25.75,55.77,USA,34.71
Barista,Education,Increasing,Low,84301.43,High School,1,4478,3011,81.03,75.84,Germany,44.6
Jewellery designer,Healthcare,Increasing,High,140477.76,High School,12,8550,879,29.4,93.49,Germany,70.3
Water engineer,Healthcare,Increasing,Low,123002.08,Associate Degree,15,239,9920,95.31,29.85,Brazil,70.32
"Engineer, maintenance",Transportation,Increasing,Low,114202.86,PhD,0,5453,8018,31.91,70.0,Australia,46.48
"Designer, interior/spatial",IT,Increasing,Low,112053.77,Bachelor’s Degree,5,263,7388,75.47,45.85,India,28.25
IT trainer,Retail,Decreasing,Low,113061.84,High School,0,6847,8666,26.08,35.83,UK,46.39
Education administrator,IT,Decreasing,Moderate,125899.45,Master’s Degree,8,7701,2250,54.32,69.94,Australia,76.16
Sub,Healthcare,Decreasing,Low,33934.81,Bachelor’s Degree,7,6759,5588,1.81,77.08,USA,56.31
Advertising account planner,Manufacturing,Increasing,High,146138.62,Bachelor’s Degree,12,516,3828,14.33,24.51,UK,64.32
Claims inspector/assessor,Manufacturing,Decreasing,Low,83926.98,Bachelor’s Degree,12,7613,1173,79.23,62.77,Germany,65.26
"Geologist, wellsite",Entertainment,Increasing,Low,38375.33,Bachelor’s Degree,6,7799,6606,39.14,63.16,Brazil,48.57
Sports therapist,Entertainment,Decreasing,Moderate,69638.7,Master’s Degree,11,9708,2269,4.17,29.2,Australia,69.27
Contracting civil engineer,Education,Increasing,Low,95458.26,Master’s Degree,1,1000,1189,43.95,44.46,Germany,51.05
Patent examiner,Healthcare,Decreasing,Low,131127.5,Associate Degree,13,6013,6046,36.1,10.3,Germany,34.14
Dance movement psychotherapist,Retail,Increasing,Moderate,117802.27,Associate Degree,8,8423,6692,32.8,74.62,Germany,28.14
Corporate treasurer,Transportation,Decreasing,High,70551.15,Associate Degree,12,5488,102,21.69,35.44,India,45.12
"Engineer, materials",Education,Increasing,Moderate,65016.94,Bachelor’s Degree,14,269,8052,41.52,40.01,India,28.77
Ship broker,IT,Increasing,High,126780.9,Master’s Degree,16,6442,5992,95.75,3.01,Canada,49.89
Corporate investment banker,Finance,Increasing,High,75465.97,Master’s Degree,13,1058,9489,30.85,46.96,UK,44.21
Quality manager,Entertainment,Increasing,Moderate,111471.03,Bachelor’s Degree,12,7729,8016,79.24,81.1,Brazil,75.58
Immunologist,Retail,Decreasing,High,128904.75,Associate Degree,8,9862,3909,39.8,23.56,India,32.35
Commercial art gallery manager,Education,Increasing,Moderate,137345.43,Bachelor’s Degree,13,976,7433,52.45,14.84,India,39.51
"Journalist, magazine",Entertainment,Increasing,Moderate,98986.49,Associate Degree,1,1859,2994,10.36,93.14,USA,32.64
"Engineer, communications",Retail,Increasing,Moderate,55495.61,PhD,1,9579,2598,33.6,1.5,UK,71.73
Youth worker,Transportation,Decreasing,Low,135682.47,Associate Degree,15,5253,9742,23.58,23.97,USA,72.88
Print production planner,Retail,Decreasing,High,54176.71,Bachelor’s Degree,6,6956,4166,85.85,73.59,Australia,71.96
Chiropractor,Transportation,Decreasing,Low,93288.01,Associate Degree,10,9644,6499,99.21,41.79,UK,32.23
Interpreter,Education,Increasing,Moderate,45980.89,High School,7,9791,7496,34.61,66.97,Australia,23.18
Forest/woodland manager,Finance,Increasing,Moderate,134461.44,Master’s Degree,13,9197,4503,78.06,56.65,UK,72.43
Tax adviser,Entertainment,Decreasing,High,33520.72,Master’s Degree,7,2684,9448,37.93,8.78,Canada,73.11
Optometrist,Transportation,Increasing,Low,72838.16,Bachelor’s Degree,13,1973,1634,14.68,76.13,Australia,55.75
Meteorologist,Manufacturing,Decreasing,Moderate,64839.12,Master’s Degree,20,3113,1592,48.11,68.25,UK,29.6
Advertising art director,Transportation,Decreasing,Moderate,71706.32,PhD,3,6575,8437,51.37,65.08,USA,59.66
Retail buyer,IT,Decreasing,High,142082.17,Bachelor’s Degree,4,462,8817,16.4,37.09,UK,78.03
"Chemist, analytical",Manufacturing,Increasing,Low,80548.1,Master’s Degree,10,1079,9497,21.74,67.83,UK,23.28
Field seismologist,Education,Decreasing,Moderate,115132.99,High School,2,4036,1247,59.36,75.02,China,30.23
"Engineer, site",Finance,Increasing,Moderate,33524.14,Bachelor’s Degree,5,1460,7693,10.98,8.56,UK,21.16
"Engineer, aeronautical",Transportation,Increasing,Moderate,94505.28,High School,7,6539,7357,65.62,82.02,Brazil,54.88
Aid worker,Healthcare,Decreasing,High,43460.84,Master’s Degree,5,1403,5572,30.91,48.79,China,24.6
Retail manager,Transportation,Decreasing,Low,72220.59,Master’s Degree,12,6904,8016,71.11,99.63,UK,26.41
Editorial assistant,Manufacturing,Decreasing,High,83132.26,Associate Degree,16,4988,3267,44.13,49.99,USA,70.94
Astronomer,Education,Decreasing,High,68211.34,Bachelor’s Degree,2,6997,5168,88.96,46.48,UK,50.55
Animator,Transportation,Decreasing,Low,37797.33,Associate Degree,3,2982,5068,75.22,89.5,Germany,31.87
Metallurgist,Entertainment,Increasing,Moderate,111388.3,High School,13,4625,1667,62.31,91.62,Brazil,60.38
Meteorologist,Healthcare,Increasing,Moderate,129311.43,Master’s Degree,20,8436,9355,55.48,44.56,China,55.62
Product designer,IT,Decreasing,Moderate,133423.92,Master’s Degree,13,2190,7899,82.59,11.7,UK,51.0
Advertising copywriter,Education,Decreasing,Low,66730.03,PhD,3,9119,6874,43.25,89.0,China,43.05
Immunologist,Education,Increasing,High,124040.22,Master’s Degree,5,5158,1359,64.75,65.25,Australia,66.88
Primary school teacher,Retail,Increasing,High,109530.56,High School,6,5618,6154,73.22,20.18,China,46.87
Actuary,Education,Decreasing,Low,103889.14,Bachelor’s Degree,7,5027,8491,41.74,69.96,Australia,22.17
Chiropractor,Education,Increasing,High,50283.49,Master’s Degree,6,1820,4083,43.11,33.13,Germany,54.51
Tax inspector,Transportation,Decreasing,Low,115756.96,Associate Degree,20,2563,4755,13.17,27.28,Germany,38.44
Garment/textile technologist,Healthcare,Decreasing,High,73145.34,High School,14,1328,489,48.27,43.66,India,73.62
Medical secretary,IT,Increasing,Moderate,58727.53,High School,3,6096,4889,12.69,2.71,USA,40.4
Technical brewer,Entertainment,Decreasing,High,148888.75,Master’s Degree,12,3658,7628,2.72,81.87,Germany,35.37
Stage manager,Education,Decreasing,Moderate,47267.95,PhD,8,7316,5187,37.03,82.97,Australia,72.51
Musician,Healthcare,Decreasing,Low,62683.23,Master’s Degree,15,6709,9757,41.09,32.22,USA,47.78
Chief Financial Officer,Education,Increasing,Low,80337.51,Master’s Degree,9,2048,5955,64.76,23.83,Brazil,72.52
"Engineer, broadcasting (operations)",Retail,Increasing,Moderate,69660.11,Master’s Degree,20,9903,6068,36.98,44.26,India,61.82
Animator,Finance,Decreasing,Moderate,76048.19,Associate Degree,0,7541,5786,51.34,80.15,Australia,75.25
"Editor, film/video",Manufacturing,Decreasing,Low,87764.86,High School,17,5994,2687,59.0,71.49,China,33.81
Photographer,Transportation,Decreasing,High,73972.09,Associate Degree,1,4402,1178,9.46,26.14,China,57.72
Clinical biochemist,Entertainment,Increasing,High,62081.44,Bachelor’s Degree,10,573,1497,43.25,36.3,India,41.35
Meteorologist,Finance,Decreasing,Low,61617.71,Associate Degree,11,4105,769,47.33,16.64,India,23.22
"Designer, textile",Retail,Increasing,Low,141641.82,Associate Degree,3,8076,6004,91.61,50.37,Germany,35.94
"Administrator, Civil Service",IT,Decreasing,Low,43747.75,High School,0,7704,6303,54.61,42.24,UK,48.93
Public librarian,Education,Increasing,High,148848.12,PhD,3,1805,8483,43.38,38.81,Canada,70.95
Environmental health practitioner,Finance,Decreasing,Moderate,100710.39,High School,17,3438,7712,18.87,24.03,Germany,74.68
Garment/textile technologist,Education,Increasing,Moderate,31239.94,Master’s Degree,8,4525,8554,92.19,90.66,UK,73.91
Charity officer,Finance,Decreasing,High,69851.1,High School,13,468,1426,96.48,79.31,Brazil,65.12
"Psychologist, forensic",Healthcare,Increasing,Low,109059.6,Master’s Degree,1,1238,6544,50.31,50.9,USA,63.16
Chemical engineer,Retail,Increasing,Moderate,136694.63,High School,9,3571,7000,38.74,83.45,India,58.41
Primary school teacher,Manufacturing,Increasing,Low,84548.79,PhD,16,3923,9661,57.53,22.85,Brazil,25.54
Statistician,Transportation,Decreasing,High,129428.25,High School,8,639,4396,80.98,42.82,China,20.28
Telecommunications researcher,Retail,Decreasing,High,78084.5,Master’s Degree,13,5424,8067,32.62,78.53,Brazil,77.2
Health promotion specialist,Transportation,Increasing,Low,35547.15,Associate Degree,3,6244,1393,79.75,86.2,USA,39.41
Retail manager,IT,Increasing,High,60518.07,Bachelor’s Degree,9,906,1297,30.18,62.36,Brazil,24.27
Operational researcher,Education,Decreasing,Moderate,99682.59,Associate Degree,19,9133,3836,89.76,50.41,Canada,71.51
Herpetologist,Education,Increasing,Moderate,37953.56,Bachelor’s Degree,8,7174,6686,96.7,94.85,Brazil,29.92
Logistics and distribution manager,Healthcare,Increasing,Low,66403.88,Bachelor’s Degree,15,2456,4787,14.62,10.32,UK,42.9
Cytogeneticist,Finance,Decreasing,High,101364.66,High School,20,7518,157,94.23,13.07,USA,37.55
Print production planner,Retail,Decreasing,Low,98300.58,Master’s Degree,10,9446,8592,84.32,26.42,Brazil,38.02
Mining engineer,Retail,Decreasing,Low,92878.09,Bachelor’s Degree,4,3376,1164,29.31,72.52,USA,50.71
Tourism officer,Healthcare,Increasing,Moderate,73924.74,PhD,0,9610,136,82.34,65.16,Germany,30.53
"Research officer, government",Retail,Increasing,Low,126813.66,Master’s Degree,12,3587,126,81.19,23.22,Germany,77.89
"Editor, film/video",Transportation,Decreasing,High,122697.85,PhD,7,1554,2436,84.87,9.89,China,27.88
Illustrator,Transportation,Increasing,Low,118737.75,Master’s Degree,6,3091,6162,14.81,70.55,India,29.6
International aid/development worker,Healthcare,Decreasing,Moderate,46788.45,High School,17,1106,1111,25.43,66.72,China,26.57
Police officer,Retail,Increasing,High,62844.43,Associate Degree,1,5073,7639,22.06,14.82,USA,52.77
Politician's assistant,Finance,Increasing,High,52689.83,Master’s Degree,8,4200,6413,5.74,35.9,Australia,31.51
Hospital pharmacist,Transportation,Decreasing,Low,67703.55,PhD,9,7963,1787,4.57,80.42,USA,54.64
Oncologist,Healthcare,Increasing,High,138322.27,PhD,9,3061,2780,62.59,45.7,Brazil,29.63
Agricultural consultant,Retail,Increasing,High,54378.23,Associate Degree,16,8552,5583,73.24,3.23,USA,43.94
"Engineer, chemical",Transportation,Increasing,High,95259.52,Master’s Degree,1,5112,4814,54.87,6.83,USA,36.42
"Accountant, chartered certified",Entertainment,Decreasing,High,61825.16,Bachelor’s Degree,1,4423,2099,67.42,39.39,USA,57.23
Sports administrator,IT,Increasing,High,48325.68,PhD,3,8782,4839,18.86,73.56,UK,79.67
Social researcher,Transportation,Increasing,Low,104187.47,Bachelor’s Degree,16,8688,9095,72.55,6.86,Brazil,50.41
Biomedical scientist,Transportation,Decreasing,Moderate,132178.52,Bachelor’s Degree,17,3294,5537,61.02,5.92,Brazil,31.87
Civil Service administrator,Finance,Increasing,Moderate,80683.42,PhD,13,4121,4603,11.21,94.08,UK,32.5
Toxicologist,Entertainment,Increasing,Low,63820.63,Bachelor’s Degree,2,8182,2929,78.2,20.03,Australia,67.12
Magazine features editor,Retail,Increasing,Low,54741.67,Master’s Degree,16,3140,8568,18.81,17.9,Canada,42.22
Amenity horticulturist,Entertainment,Increasing,Low,125975.43,Bachelor’s Degree,16,785,5697,20.34,31.75,USA,33.31
Microbiologist,Retail,Decreasing,Moderate,105333.43,High School,11,2110,4207,86.15,36.28,Brazil,68.36
Holiday representative,Finance,Decreasing,High,97313.24,Associate Degree,10,1093,4147,53.41,37.91,Brazil,61.26
IT trainer,Manufacturing,Increasing,Moderate,114531.34,PhD,10,3181,2165,88.78,25.88,Germany,43.94
"Psychologist, prison and probation services",Healthcare,Decreasing,Low,121614.57,PhD,19,5876,9971,94.55,22.44,Brazil,66.54
Lawyer,Manufacturing,Increasing,High,114990.58,Associate Degree,13,6401,9315,74.73,2.58,Germany,74.35
Trade union research officer,Healthcare,Increasing,High,72040.66,Bachelor’s Degree,14,9865,3276,96.52,50.96,Brazil,45.56
Corporate treasurer,Retail,Decreasing,Moderate,94354.05,Bachelor’s Degree,15,2147,4913,5.3,5.97,Germany,72.83
Building surveyor,Healthcare,Decreasing,High,60355.93,High School,5,5424,3271,95.69,2.6,China,69.6
"Teacher, adult education",Manufacturing,Increasing,Moderate,40614.7,Bachelor’s Degree,10,3814,5857,37.88,25.55,China,39.95
Textile designer,Entertainment,Decreasing,Low,32070.75,PhD,9,980,9544,96.46,72.0,Canada,26.51
Astronomer,Retail,Increasing,High,110630.65,Bachelor’s Degree,5,2563,5696,60.61,92.3,India,29.93
"Editor, commissioning",Education,Increasing,Low,36848.46,Associate Degree,20,8784,5360,8.66,6.84,Canada,28.68
Equities trader,Transportation,Decreasing,Low,126931.51,High School,12,3137,4521,82.75,47.06,Brazil,23.82
Land,Education,Increasing,Low,125396.07,Master’s Degree,8,1641,4724,69.25,41.95,Australia,66.75
Building control surveyor,Retail,Decreasing,High,43440.28,High School,7,1509,5608,42.38,28.53,Australia,79.28
"Journalist, broadcasting",Manufacturing,Increasing,Low,70601.36,PhD,5,4597,3787,86.91,70.58,USA,79.93
Air broker,Entertainment,Decreasing,High,89789.38,Associate Degree,17,535,2562,26.08,16.1,UK,74.34
"Administrator, arts",Education,Decreasing,Moderate,125714.49,Master’s Degree,10,4714,754,85.29,42.35,India,77.93
Newspaper journalist,Manufacturing,Decreasing,Low,74023.05,Bachelor’s Degree,13,2019,9761,24.17,57.9,USA,59.36
Field trials officer,IT,Decreasing,Moderate,88689.81,Associate Degree,12,1427,2584,79.79,56.62,Germany,41.65
"Optician, dispensing",Retail,Decreasing,Moderate,101737.05,Master’s Degree,14,9038,5327,33.51,95.66,UK,49.68
"Scientist, product/process development",Retail,Increasing,Low,115868.04,Associate Degree,2,7300,1378,55.74,82.32,India,74.82
Paediatric nurse,Finance,Decreasing,Moderate,89002.44,Master’s Degree,11,3045,9058,32.46,8.2,USA,31.05
Psychiatrist,Manufacturing,Decreasing,Low,64304.0,Bachelor’s Degree,3,8955,8827,87.7,43.22,India,61.47
Race relations officer,Entertainment,Increasing,High,77492.26,Associate Degree,13,5264,8163,19.41,6.09,India,27.3
Magazine features editor,Entertainment,Decreasing,Moderate,115867.54,Associate Degree,20,2456,7095,32.52,27.48,China,41.3
Town planner,Finance,Increasing,High,62246.66,Bachelor’s Degree,8,8805,2560,95.51,68.29,USA,67.29
"Engineer, civil (contracting)",IT,Decreasing,Low,84049.53,Associate Degree,6,6929,7885,82.0,66.61,Germany,76.74
"Civil engineer, contracting",Manufacturing,Decreasing,Low,46279.48,Master’s Degree,7,3381,4229,25.93,97.47,Australia,63.05
Video editor,Finance,Decreasing,Moderate,30462.93,High School,8,9019,8871,21.34,62.18,USA,39.49
Psychiatrist,Healthcare,Increasing,Low,95952.25,PhD,15,3845,695,23.8,53.74,Australia,55.6
"Scientist, research (physical sciences)",Entertainment,Decreasing,Low,100253.49,Associate Degree,12,4826,1500,92.1,35.31,UK,26.98
"Engineer, mining",Entertainment,Increasing,Moderate,116337.7,High School,9,8439,4349,84.92,53.38,Brazil,29.05
Acupuncturist,Healthcare,Decreasing,High,126743.04,High School,5,7110,6430,56.16,58.01,Brazil,66.22
Lawyer,Healthcare,Increasing,Low,137353.21,Master’s Degree,11,558,5803,43.0,99.19,Australia,66.64
Mechanical engineer,Finance,Decreasing,High,113767.49,Bachelor’s Degree,3,2078,970,54.75,32.83,Canada,21.52
Historic buildings inspector/conservation officer,Retail,Increasing,Moderate,106241.24,High School,20,741,9477,98.68,26.07,UK,51.14
Building services engineer,Healthcare,Increasing,High,74212.77,High School,15,2644,4036,60.35,37.07,China,45.96
"Psychologist, counselling",Retail,Decreasing,Low,147635.46,Associate Degree,12,7428,9095,33.38,50.09,Canada,55.31
Phytotherapist,Healthcare,Increasing,Low,93068.37,PhD,6,2120,6741,72.11,42.12,Brazil,51.1
Editorial assistant,Healthcare,Increasing,Low,36554.59,High School,8,7334,2388,82.56,51.58,Canada,62.81
Horticultural therapist,Manufacturing,Decreasing,Moderate,145066.48,High School,18,5521,4565,63.45,5.41,UK,23.57
Mental health nurse,Transportation,Increasing,Low,74602.21,Associate Degree,6,5159,2338,14.91,99.78,UK,26.72
Public affairs consultant,Finance,Increasing,Moderate,58214.2,Bachelor’s Degree,10,2941,718,84.31,79.01,Canada,30.02
"Teacher, primary school",Healthcare,Increasing,High,124291.41,Associate Degree,19,9569,6683,74.76,28.94,Brazil,68.27
"Teacher, primary school",Education,Decreasing,Moderate,43127.25,PhD,3,8046,9224,23.89,36.81,India,72.57
Geoscientist,Manufacturing,Decreasing,High,52428.47,Master’s Degree,18,2113,8891,67.34,86.63,India,44.08
Biomedical engineer,Retail,Increasing,High,110583.32,Master’s Degree,16,9972,8588,95.02,20.19,UK,67.05
Dancer,IT,Increasing,Moderate,138930.49,Associate Degree,15,6840,5948,92.9,58.7,UK,20.76
"Psychologist, clinical",Education,Decreasing,Low,119267.89,High School,10,3314,1953,58.33,36.28,UK,76.62
"Designer, interior/spatial",Finance,Decreasing,Low,60250.54,PhD,17,1550,7837,91.77,0.11,USA,40.82
"Surveyor, planning and development",Entertainment,Decreasing,High,31127.8,Master’s Degree,7,2093,6349,43.44,20.83,Australia,39.48
International aid/development worker,Education,Increasing,Low,93597.19,Master’s Degree,11,8328,7884,5.99,78.53,Canada,62.28
Exercise physiologist,Education,Increasing,Moderate,133941.78,High School,0,1264,871,11.5,64.4,USA,53.64
Community education officer,Manufacturing,Decreasing,Moderate,90598.54,High School,20,7062,3153,64.91,97.92,Germany,70.85
Gaffer,Retail,Increasing,Moderate,149183.66,Bachelor’s Degree,7,3546,6346,29.97,91.86,Australia,72.33
Child psychotherapist,Education,Decreasing,Moderate,135636.6,High School,18,7621,9048,23.38,52.49,Brazil,38.99
Photographer,Healthcare,Increasing,High,45177.2,Master’s Degree,16,2753,9079,6.91,34.57,USA,63.89
Press sub,Education,Increasing,Moderate,123678.05,High School,20,9648,6064,94.48,76.07,Canada,52.28
"Geneticist, molecular",Transportation,Decreasing,Low,98131.66,Master’s Degree,4,7095,1739,86.04,3.7,China,53.68
"Librarian, public",Retail,Decreasing,Low,30850.71,High School,18,8082,8057,94.21,86.53,India,36.63
Osteopath,Entertainment,Decreasing,Low,61701.09,Master’s Degree,14,9339,2275,31.05,95.81,UK,28.19
Oceanographer,IT,Decreasing,Low,72264.25,Master’s Degree,9,9282,7669,68.87,42.19,Australia,27.62
"Engineer, automotive",Healthcare,Decreasing,Low,145699.55,High School,18,9335,7288,58.99,63.06,India,20.46
Astronomer,Transportation,Decreasing,Moderate,61822.21,Associate Degree,14,5050,2750,24.57,12.99,China,76.42
Aid worker,Manufacturing,Decreasing,Low,116175.28,Master’s Degree,15,4958,7960,12.22,12.35,USA,59.0
Animal technologist,Healthcare,Increasing,High,88324.65,High School,13,356,6833,19.81,44.56,USA,58.49
Armed forces technical officer,Manufacturing,Decreasing,High,34204.11,Associate Degree,10,1584,8445,86.98,60.53,Australia,45.46
"Journalist, magazine",Finance,Decreasing,High,125922.01,Master’s Degree,13,5078,7482,7.75,98.89,Brazil,27.9
Artist,Healthcare,Decreasing,High,106564.69,Associate Degree,1,1591,1571,64.05,73.41,India,30.27
Garment/textile technologist,Entertainment,Decreasing,Low,65884.91,Associate Degree,16,9361,4361,5.13,39.16,China,30.3
"Conservator, museum/gallery",Manufacturing,Increasing,Moderate,41835.12,Bachelor’s Degree,18,9226,2007,26.69,4.37,UK,41.26
Patent attorney,Manufacturing,Increasing,High,41455.25,High School,3,2803,7873,1.3,36.01,Brazil,45.7
Forensic psychologist,Entertainment,Increasing,High,98190.63,Associate Degree,1,307,2324,33.63,4.38,Canada,26.55
Aeronautical engineer,Transportation,Increasing,Moderate,103547.38,PhD,0,3108,392,22.66,11.75,USA,33.82
Retail buyer,Retail,Decreasing,Low,141853.69,Bachelor’s Degree,2,898,3980,45.42,56.44,Australia,68.04
"Administrator, charities/voluntary organisations",Finance,Decreasing,High,125633.16,Master’s Degree,7,2276,6456,11.47,14.7,India,53.49
"Engineer, chemical",Retail,Increasing,Low,105038.81,PhD,17,9316,8864,6.57,45.84,Germany,44.01
"Investment banker, corporate",Retail,Decreasing,Low,64544.31,Master’s Degree,5,4766,2644,23.66,45.12,India,32.95
Plant breeder/geneticist,IT,Increasing,High,130388.97,PhD,11,2072,7531,50.12,77.74,Brazil,59.85
Clinical psychologist,Finance,Increasing,High,146206.08,Bachelor’s Degree,7,2595,3640,96.59,36.13,Germany,50.03
Bookseller,IT,Decreasing,High,78616.83,PhD,15,959,8492,12.38,88.64,Canada,35.4
"Surveyor, building",Manufacturing,Decreasing,Low,107720.0,Associate Degree,2,2456,314,41.75,70.39,USA,62.34
Software engineer,Entertainment,Decreasing,Moderate,54888.2,Associate Degree,17,7086,5408,11.51,94.42,India,31.76
"Surveyor, commercial/residential",Finance,Decreasing,High,75705.38,High School,1,8908,2031,75.52,77.53,Germany,57.69
"Exhibitions officer, museum/gallery",Healthcare,Decreasing,Moderate,129265.11,High School,1,6634,2691,40.56,25.6,Canada,36.94
Systems analyst,Manufacturing,Decreasing,Moderate,102401.65,Master’s Degree,6,7484,7212,66.99,72.97,China,27.32
Psychiatric nurse,Retail,Decreasing,Moderate,39777.23,Associate Degree,20,2633,2235,40.63,66.82,UK,48.02
Armed forces technical officer,Transportation,Increasing,Moderate,99714.05,Bachelor’s Degree,14,942,8697,25.17,97.08,Germany,77.16
"Engineer, control and instrumentation",Healthcare,Increasing,Moderate,110805.43,Bachelor’s Degree,17,7989,6884,77.22,31.52,Germany,76.53
Magazine features editor,Entertainment,Increasing,Moderate,75683.5,PhD,13,7545,7639,76.38,76.45,USA,79.63
Patent attorney,Manufacturing,Increasing,Low,112664.99,Bachelor’s Degree,10,3881,9724,35.32,22.23,Australia,28.14
Arboriculturist,Retail,Decreasing,High,32945.83,High School,0,5309,2493,69.43,9.85,India,21.51
Archivist,Healthcare,Decreasing,Moderate,108003.92,Associate Degree,2,4420,711,14.56,21.83,Canada,49.21
Retail manager,Retail,Decreasing,Moderate,141281.69,Bachelor’s Degree,5,3331,3633,64.65,64.42,Canada,78.5
Retail banker,Entertainment,Decreasing,Low,93830.62,Associate Degree,4,7894,2561,59.58,63.93,UK,75.65
Production manager,Finance,Decreasing,High,74003.71,Master’s Degree,13,2128,5647,24.09,61.4,Australia,73.83
Waste management officer,Transportation,Increasing,High,99348.76,Bachelor’s Degree,10,8009,7297,21.64,42.56,Germany,61.02
Gaffer,Transportation,Increasing,Low,53094.97,Master’s Degree,7,4112,3469,53.61,31.66,Germany,78.14
"Development worker, community",IT,Decreasing,High,131260.42,Master’s Degree,16,116,7721,70.34,42.52,UK,42.28
Television floor manager,Entertainment,Increasing,Low,133243.62,Bachelor’s Degree,12,3992,7967,61.25,55.71,UK,53.16
"Scientist, forensic",Manufacturing,Decreasing,Moderate,72149.54,High School,3,8674,5927,14.32,52.5,Canada,29.22
"Scientist, forensic",Finance,Increasing,Moderate,89544.21,High School,2,2591,6637,33.72,91.69,Brazil,64.05
Sports development officer,Education,Increasing,Low,89982.19,Associate Degree,9,1020,8382,75.63,30.06,Germany,32.29
Emergency planning/management officer,IT,Decreasing,Moderate,49149.84,Associate Degree,2,9690,7547,31.74,46.98,Germany,78.08
Marine scientist,IT,Decreasing,High,75730.44,Master’s Degree,8,3688,2332,53.38,19.8,China,38.09
Equities trader,Education,Increasing,High,146269.98,Master’s Degree,14,2234,7611,55.15,58.27,Germany,68.75
"Research officer, government",Manufacturing,Increasing,High,69457.61,Associate Degree,11,6841,7011,71.48,47.22,UK,68.81
Dispensing optician,Education,Decreasing,Low,93172.61,PhD,6,1128,7639,12.23,62.39,China,50.78
Quality manager,Healthcare,Increasing,High,122874.73,Bachelor’s Degree,6,9270,8220,12.76,40.5,UK,48.88
Software engineer,Retail,Increasing,High,122263.8,High School,5,724,760,57.26,11.21,Germany,75.53
Community arts worker,Education,Increasing,Moderate,55872.55,High School,12,9194,2324,47.77,45.76,China,44.44
Clinical embryologist,Manufacturing,Increasing,Low,82080.91,Master’s Degree,11,7031,4673,59.63,53.83,India,35.5
"Accountant, chartered certified",Healthcare,Decreasing,Moderate,71112.83,Associate Degree,18,1212,5827,89.7,5.68,Australia,59.24
Ecologist,Retail,Increasing,Low,67451.52,Master’s Degree,14,1832,3176,99.14,63.8,USA,71.27
"Doctor, hospital",Entertainment,Decreasing,Low,140976.2,Master’s Degree,0,6174,1352,12.59,83.72,Brazil,44.77
Dancer,Entertainment,Decreasing,Low,88700.77,Associate Degree,12,2785,9501,64.51,78.47,Brazil,34.46
Information systems manager,Education,Increasing,Low,64560.37,Associate Degree,10,573,5485,68.11,11.59,Australia,76.82
"Engineer, site",IT,Increasing,High,78934.9,High School,20,2880,7440,24.29,19.13,Brazil,27.56
General practice doctor,Manufacturing,Increasing,High,104729.87,Master’s Degree,5,5843,6837,61.58,45.28,Germany,53.63
Glass blower/designer,IT,Decreasing,Low,113251.11,Associate Degree,20,9726,1849,82.73,75.94,UK,37.54
Hydrographic surveyor,Transportation,Increasing,Low,82392.52,Master’s Degree,1,2961,2461,59.32,33.06,Germany,51.01
Forensic psychologist,Transportation,Increasing,High,83750.16,High School,9,647,1533,13.45,90.35,Australia,75.02
"Engineer, building services",Education,Increasing,Moderate,55585.99,Associate Degree,10,9762,8702,13.87,48.41,China,68.51
"Scientist, research (physical sciences)",Manufacturing,Decreasing,Low,33640.16,Bachelor’s Degree,13,2985,2954,4.58,57.24,Canada,64.18
"Development worker, community",Transportation,Increasing,High,87995.27,PhD,8,9419,3235,68.32,92.49,Brazil,67.0
Editorial assistant,Finance,Increasing,High,42475.26,High School,6,1190,5042,15.83,71.01,China,31.84
"Editor, commissioning",Entertainment,Increasing,Moderate,140590.5,PhD,8,7275,1035,88.16,50.81,Australia,25.83
Trading standards officer,Education,Decreasing,Low,40514.06,PhD,17,3576,3829,44.37,26.89,Canada,49.02
"Pharmacist, community",Entertainment,Decreasing,Low,133885.48,Bachelor’s Degree,4,2251,5300,36.33,4.84,Germany,43.52
Audiological scientist,Entertainment,Increasing,Moderate,42145.58,Bachelor’s Degree,1,7014,7664,36.7,48.1,India,72.21
Furniture designer,Manufacturing,Increasing,High,58016.41,High School,12,4067,2386,37.73,3.61,Canada,64.18
Editorial assistant,Education,Increasing,Moderate,79785.87,High School,19,8290,342,71.13,60.03,USA,43.68
Travel agency manager,Finance,Decreasing,High,80031.65,Associate Degree,10,4097,605,47.2,63.97,Canada,23.59
"Investment banker, operational",Healthcare,Increasing,High,134563.89,Bachelor’s Degree,2,3637,9836,62.25,86.86,China,58.56
Advertising copywriter,Finance,Increasing,Moderate,139355.26,Bachelor’s Degree,9,9722,7760,11.3,63.22,China,61.72
Environmental health practitioner,Entertainment,Decreasing,Low,49946.04,Bachelor’s Degree,4,7661,5643,40.06,28.3,USA,62.51
Set designer,Manufacturing,Increasing,High,87208.79,Bachelor’s Degree,13,7097,9229,17.3,28.43,Brazil,74.93
"Designer, blown glass/stained glass",Retail,Decreasing,High,34683.62,Master’s Degree,20,6280,1481,5.45,30.3,India,61.35
Chief Marketing Officer,Transportation,Decreasing,Moderate,80438.98,PhD,18,1426,1733,73.84,97.04,USA,46.65
"Engineer, electrical",Entertainment,Increasing,Moderate,128706.73,High School,17,4852,7906,19.5,69.96,China,21.92
Medical physicist,Retail,Increasing,High,98909.28,Master’s Degree,5,9372,6543,7.95,29.34,Germany,61.28
Contractor,Healthcare,Increasing,Low,146070.43,Master’s Degree,10,4218,2220,98.05,42.75,Australia,44.38
"Scientist, research (maths)",Entertainment,Decreasing,Low,43076.36,PhD,19,7605,8791,25.55,24.04,Germany,66.47
"Pharmacist, hospital",Healthcare,Increasing,Low,123017.68,Master’s Degree,20,6167,3817,56.09,52.9,Australia,47.78
Sales executive,IT,Decreasing,High,103990.25,Master’s Degree,5,9938,9747,22.08,36.15,Australia,64.39
Chartered accountant,Entertainment,Decreasing,Low,140153.0,Master’s Degree,14,4105,7470,28.62,60.18,Australia,23.57
Amenity horticulturist,Entertainment,Decreasing,Moderate,103809.23,Bachelor’s Degree,17,6323,4893,47.04,88.33,UK,33.79
"Development worker, international aid",Healthcare,Increasing,Moderate,85144.93,Master’s Degree,18,500,4353,89.28,65.13,USA,29.73
Corporate investment banker,Retail,Increasing,Low,141128.63,Associate Degree,0,4218,2100,90.4,25.1,USA,72.91
Youth worker,Education,Increasing,Low,135209.1,High School,0,7987,5903,90.38,60.82,Australia,57.4
"Therapist, art",Entertainment,Increasing,Low,114719.54,Master’s Degree,6,4847,6943,3.95,74.3,Australia,21.39
Farm manager,Finance,Decreasing,Moderate,84890.22,High School,3,958,7699,26.84,41.23,India,29.89
Homeopath,Entertainment,Increasing,High,66301.02,PhD,16,7469,3595,50.68,8.9,UK,69.54
Advice worker,Transportation,Increasing,High,48396.38,Master’s Degree,10,7685,3229,17.89,81.29,India,73.09
Immigration officer,Retail,Increasing,High,69106.34,Bachelor’s Degree,18,339,8428,47.02,35.86,China,31.81
"Surveyor, insurance",Healthcare,Increasing,High,43117.01,Associate Degree,9,307,1222,20.73,42.31,UK,78.15
Chief Executive Officer,Manufacturing,Decreasing,High,127638.26,PhD,17,7522,4531,62.98,79.64,Germany,29.92
Horticultural therapist,Manufacturing,Decreasing,Low,69125.94,Bachelor’s Degree,8,6450,892,84.72,10.07,China,34.31
Sales promotion account executive,IT,Decreasing,High,47613.47,High School,6,8893,8560,60.33,48.46,Canada,50.06
Financial manager,Retail,Decreasing,High,79045.33,PhD,1,6635,8823,3.64,75.38,India,32.28
Cabin crew,IT,Increasing,Moderate,133359.92,Associate Degree,14,1749,8617,48.74,6.18,India,74.31
"Therapist, drama",Finance,Increasing,Low,34818.96,Master’s Degree,16,3593,5380,88.33,73.66,USA,67.43
Trade union research officer,Finance,Decreasing,Moderate,54323.06,High School,19,1580,9648,38.31,86.54,Canada,40.07
"Conservation officer, historic buildings",Transportation,Decreasing,Low,38877.96,Associate Degree,19,6040,7453,79.67,61.6,India,22.14
Magazine journalist,Healthcare,Increasing,Moderate,75347.25,PhD,0,5080,950,72.37,44.66,Australia,71.46
"Psychologist, forensic",Education,Increasing,Moderate,53898.87,Master’s Degree,12,9507,6126,85.49,58.77,China,53.39
Customer service manager,Entertainment,Increasing,Low,96554.55,PhD,12,7456,9485,0.22,29.77,India,25.4
Camera operator,Transportation,Decreasing,High,139292.12,PhD,10,718,8912,37.54,36.39,Germany,41.12
Exhibition designer,Transportation,Decreasing,Low,51759.67,PhD,6,8168,9209,47.55,75.7,China,63.42
"Copywriter, advertising",Healthcare,Increasing,Low,39927.31,Bachelor’s Degree,19,9520,9353,34.7,16.96,Germany,70.91
Textile designer,Finance,Increasing,Moderate,77826.21,Bachelor’s Degree,15,243,9355,79.12,49.39,Brazil,31.39
Consulting civil engineer,Healthcare,Decreasing,Low,53718.08,PhD,11,4982,1886,97.16,68.15,UK,21.06
Writer,Manufacturing,Decreasing,Moderate,98981.39,High School,11,1333,5267,5.03,31.25,Australia,24.55
Geochemist,Retail,Increasing,High,112857.68,Associate Degree,18,8688,3974,3.82,44.98,China,64.69
"Designer, television/film set",Education,Increasing,High,55371.51,PhD,11,2531,3511,9.69,21.66,Canada,37.39
IT trainer,Education,Decreasing,Low,45492.86,Bachelor’s Degree,9,6237,1735,44.55,48.29,Germany,26.4
"Presenter, broadcasting",Finance,Decreasing,Low,101591.56,Associate Degree,1,2759,5749,63.53,25.52,India,25.55
Television camera operator,Manufacturing,Increasing,High,88077.16,Bachelor’s Degree,0,3300,2878,43.02,40.61,Brazil,75.67
Claims inspector/assessor,Entertainment,Increasing,Moderate,87644.6,PhD,18,7798,9642,33.92,87.68,Germany,63.58
Multimedia specialist,Manufacturing,Increasing,Moderate,140426.25,High School,6,7064,8151,65.21,15.28,Australia,78.91
Community pharmacist,Finance,Increasing,Moderate,119241.06,High School,10,6404,2212,79.87,93.62,Australia,33.14
Theatre manager,Manufacturing,Increasing,High,112945.26,Associate Degree,14,484,2175,49.14,43.74,UK,42.19
Sports therapist,Transportation,Decreasing,Low,73913.8,Master’s Degree,12,4480,987,99.17,60.88,China,35.49
Financial controller,Retail,Increasing,Moderate,52782.42,Associate Degree,13,7960,7742,64.94,64.18,UK,29.46
Games developer,Retail,Increasing,High,52818.44,Master’s Degree,10,9441,6626,58.48,59.9,China,63.71
Heritage manager,Healthcare,Increasing,Low,96199.98,PhD,5,7211,6961,34.13,44.98,USA,37.71
Cabin crew,Entertainment,Decreasing,Moderate,95672.91,Master’s Degree,7,6060,9563,10.54,29.45,India,59.27
Proofreader,Healthcare,Increasing,High,120444.15,PhD,15,5473,8137,99.91,93.27,India,34.29
Telecommunications researcher,Education,Decreasing,High,75339.73,Associate Degree,13,1898,8753,58.62,40.83,China,67.29
"Production assistant, television",Healthcare,Decreasing,Low,95631.96,Master’s Degree,16,3990,9546,93.77,67.3,China,46.17
Medical laboratory scientific officer,Transportation,Decreasing,Low,120435.46,Master’s Degree,12,7482,6466,25.91,49.04,Australia,62.83
Heritage manager,Manufacturing,Increasing,Moderate,117496.43,High School,18,6289,3677,99.7,17.47,UK,77.68
Learning disability nurse,Finance,Decreasing,Moderate,122332.4,Bachelor’s Degree,10,6454,821,73.34,41.42,Germany,58.79
"Pilot, airline",IT,Increasing,High,57620.6,PhD,3,8818,8548,66.8,15.42,China,43.98
Electronics engineer,Entertainment,Increasing,Low,145850.8,Bachelor’s Degree,7,841,5516,50.19,93.51,Brazil,28.4
Advertising account executive,Education,Increasing,Low,143377.74,High School,17,3535,3454,83.84,18.56,India,73.52
"Engineer, building services",Transportation,Increasing,High,57624.33,Master’s Degree,3,280,8809,46.35,72.31,Germany,52.44
Ergonomist,IT,Increasing,Moderate,43172.45,Bachelor’s Degree,2,1713,4368,89.19,63.37,USA,43.15
Medical illustrator,Manufacturing,Decreasing,High,70052.58,Associate Degree,12,2068,2285,63.97,32.14,Canada,42.96
Horticultural consultant,Retail,Increasing,Moderate,83385.9,High School,1,3543,3522,34.44,54.86,UK,58.53
Health promotion specialist,Entertainment,Decreasing,Low,145396.53,Master’s Degree,9,5553,2044,54.05,70.0,Australia,51.67
Medical laboratory scientific officer,Transportation,Increasing,Moderate,54197.4,PhD,0,8579,9035,49.85,65.73,Canada,41.93
Chartered certified accountant,Retail,Increasing,Moderate,49490.09,Associate Degree,12,868,838,15.55,22.32,China,46.66
Building services engineer,Retail,Decreasing,Low,111416.82,Master’s Degree,8,9708,270,43.47,61.18,Brazil,72.35
"Therapist, speech and language",Retail,Increasing,Moderate,138689.37,Associate Degree,15,5684,2022,71.61,48.84,Australia,74.03
Product designer,Retail,Decreasing,High,64302.33,Master’s Degree,1,546,889,9.58,31.31,Canada,72.63
"Administrator, charities/voluntary organisations",Transportation,Increasing,Moderate,98518.17,High School,19,7638,8808,57.45,84.61,UK,22.43
Further education lecturer,Education,Decreasing,Moderate,132891.36,Master’s Degree,17,3187,2650,83.21,13.37,Australia,44.11
Operational researcher,Education,Increasing,Low,110833.65,Associate Degree,9,7658,2300,48.77,76.6,Canada,67.02
"Investment banker, corporate",Entertainment,Decreasing,High,130622.58,High School,1,7232,3771,7.08,70.94,Brazil,23.84
Dancer,Education,Decreasing,Moderate,147909.06,Bachelor’s Degree,15,1623,3377,54.79,87.14,USA,45.96
Technical sales engineer,Entertainment,Decreasing,Low,130286.33,PhD,20,9291,5994,80.43,86.33,Australia,38.42
Plant breeder/geneticist,Manufacturing,Decreasing,Low,132193.18,Master’s Degree,19,9822,7243,2.79,94.69,UK,40.1
Marine scientist,IT,Increasing,Low,47805.54,PhD,6,3420,7206,34.59,88.2,USA,58.46
Accounting technician,Healthcare,Decreasing,Low,112837.84,Bachelor’s Degree,9,7935,4048,59.04,92.18,Brazil,25.45
Fitness centre manager,Entertainment,Increasing,Moderate,93293.44,Master’s Degree,10,8730,363,31.37,96.79,UK,70.29
Health service manager,Education,Increasing,Low,126118.34,Master’s Degree,17,4049,7491,43.37,91.31,USA,35.54
Television camera operator,IT,Decreasing,Moderate,131022.87,Associate Degree,3,6576,3136,31.5,95.69,UK,60.83
Oncologist,Entertainment,Increasing,Moderate,44060.3,PhD,9,8288,3037,67.86,95.58,Australia,72.89
"Therapist, occupational",Retail,Decreasing,Moderate,128895.6,Associate Degree,11,2168,4740,50.25,12.44,Australia,67.24
Claims inspector/assessor,Education,Decreasing,Moderate,31976.63,Associate Degree,0,7786,8304,14.79,5.32,China,50.69
Clinical molecular geneticist,Retail,Decreasing,Low,72159.59,Master’s Degree,10,2485,2487,12.57,5.63,Australia,78.1
Equities trader,Entertainment,Decreasing,High,113759.17,Master’s Degree,5,1511,1358,69.66,83.85,UK,27.57
Environmental health practitioner,Education,Increasing,Moderate,51626.76,PhD,19,3497,8854,91.98,29.87,India,57.37
Occupational therapist,Education,Increasing,Moderate,134865.81,PhD,19,7614,6430,63.63,99.92,India,22.48
Learning disability nurse,Transportation,Increasing,Low,101264.28,Master’s Degree,10,7646,8959,64.45,6.08,USA,41.79
Armed forces training and education officer,Entertainment,Increasing,Low,32231.39,High School,5,5702,9946,24.53,94.19,China,73.24
English as a second language teacher,Transportation,Decreasing,Low,98524.43,High School,2,3411,4565,10.36,36.94,UK,44.23
Retail banker,IT,Decreasing,High,125478.18,Master’s Degree,11,1514,3344,44.73,12.47,UK,39.85
Facilities manager,Manufacturing,Decreasing,Moderate,115540.68,PhD,15,9837,4251,34.43,53.38,Australia,63.89
Economist,Transportation,Increasing,High,40805.74,Bachelor’s Degree,14,559,6634,9.06,81.59,Germany,64.96
Public affairs consultant,Healthcare,Decreasing,High,64506.91,Bachelor’s Degree,9,8337,4226,4.3,14.78,Brazil,21.82
Psychiatric nurse,Entertainment,Increasing,High,109038.24,Bachelor’s Degree,17,1367,1039,54.97,44.07,Brazil,53.95
Health physicist,Entertainment,Decreasing,High,32684.0,Master’s Degree,16,9398,5641,20.42,94.07,Germany,32.97
Physiological scientist,Finance,Increasing,Moderate,94228.64,PhD,20,3652,4356,41.7,72.63,Canada,41.32
"Engineer, broadcasting (operations)",IT,Increasing,Low,120132.99,PhD,6,7015,2022,53.33,55.01,Canada,67.69
"Programmer, applications",IT,Decreasing,High,65496.74,PhD,3,4105,7331,84.39,17.36,Germany,75.46
Speech and language therapist,Education,Decreasing,Low,92712.41,Master’s Degree,7,9020,5863,93.25,6.03,Canada,37.49
Chief Marketing Officer,IT,Decreasing,Moderate,132634.2,Bachelor’s Degree,20,1583,1942,70.42,92.85,Brazil,67.65
"Therapist, occupational",Retail,Decreasing,High,90915.98,PhD,20,7706,9639,77.43,63.0,Germany,42.48
Water engineer,Manufacturing,Increasing,Low,48411.16,Bachelor’s Degree,18,6381,657,45.01,53.7,Canada,23.58
Sport and exercise psychologist,Retail,Increasing,Moderate,96119.43,Bachelor’s Degree,19,4636,8550,41.59,51.72,Australia,25.66
Emergency planning/management officer,Entertainment,Decreasing,Moderate,143757.5,High School,5,9231,9549,34.67,53.54,Brazil,20.18
"Therapist, sports",Entertainment,Decreasing,High,50946.87,High School,6,9921,6238,12.76,1.02,UK,27.03
Industrial/product designer,Education,Decreasing,Moderate,75421.38,PhD,11,4446,1283,17.19,98.73,Brazil,38.52
Oceanographer,IT,Decreasing,High,64310.75,Master’s Degree,20,170,365,80.66,36.4,Canada,72.76
Art therapist,Entertainment,Increasing,Moderate,68913.26,Associate Degree,11,7211,6091,78.04,89.26,Canada,23.69
Actor,Finance,Decreasing,Low,103155.29,Associate Degree,10,7463,3757,92.19,14.41,China,37.23
"Programmer, multimedia",Transportation,Increasing,High,49501.99,Master’s Degree,20,468,6648,56.37,96.3,Brazil,25.75
Television production assistant,Entertainment,Decreasing,Low,71171.91,PhD,9,1453,9530,52.17,95.84,UK,51.52
"Investment banker, corporate",IT,Decreasing,Moderate,127892.78,PhD,10,2216,2571,34.04,2.84,Australia,60.54
Environmental education officer,Finance,Decreasing,High,115445.85,Master’s Degree,3,5285,2977,82.47,73.57,UK,25.21
Product manager,Healthcare,Decreasing,Moderate,41576.28,Bachelor’s Degree,16,5609,4560,53.68,99.78,Germany,32.28
"Designer, fashion/clothing",Transportation,Decreasing,Moderate,46045.67,Associate Degree,0,6322,3001,61.13,90.12,Germany,60.4
Network engineer,Entertainment,Increasing,Low,131450.89,PhD,6,7647,8604,40.57,18.28,Brazil,70.54
Ergonomist,Education,Decreasing,Low,47861.04,Bachelor’s Degree,7,4975,318,30.49,20.92,USA,37.8
Manufacturing systems engineer,Manufacturing,Increasing,High,99079.32,PhD,5,5982,2054,69.21,95.65,Australia,52.57
Land/geomatics surveyor,Education,Increasing,Moderate,147645.95,Master’s Degree,4,2469,2968,93.53,79.75,Germany,57.91
"Designer, furniture",Education,Increasing,High,123760.52,High School,18,6907,5341,8.53,74.79,UK,69.68
Social researcher,IT,Increasing,High,86443.69,Master’s Degree,17,6086,6192,42.81,80.45,China,31.1
Higher education lecturer,Retail,Increasing,High,58467.77,Bachelor’s Degree,15,1686,7484,85.19,22.79,UK,41.4
Industrial buyer,Finance,Increasing,Low,146681.76,Associate Degree,10,6987,7269,16.65,97.88,Australia,21.04
Music therapist,Manufacturing,Decreasing,Moderate,71873.39,Master’s Degree,13,2732,6068,61.93,50.79,Australia,67.73
"Conservation officer, historic buildings",Entertainment,Decreasing,Moderate,139940.6,Master’s Degree,10,315,8682,17.99,27.04,India,43.77
"Psychologist, forensic",Manufacturing,Decreasing,High,121373.71,Bachelor’s Degree,13,1574,7604,31.6,42.65,India,51.65
Software engineer,IT,Increasing,Low,104427.0,Bachelor’s Degree,19,9839,3577,95.78,95.08,Australia,52.35
Geophysical data processor,Manufacturing,Decreasing,Moderate,48798.62,High School,2,7654,3476,78.77,3.96,Germany,63.87
Chief Marketing Officer,Finance,Decreasing,Low,55868.51,Bachelor’s Degree,7,900,7314,44.48,43.77,China,28.59
"Secretary, company",Education,Decreasing,Low,69897.42,Master’s Degree,0,6318,4186,77.9,86.11,UK,59.36
Geographical information systems officer,Transportation,Increasing,Low,35916.44,High School,5,6133,7870,80.69,51.05,Brazil,25.22
Materials engineer,Entertainment,Decreasing,Low,62774.09,PhD,17,7104,3207,19.65,99.86,Canada,68.44
Community pharmacist,Healthcare,Increasing,High,71314.2,Associate Degree,20,2119,2342,44.09,39.6,Germany,42.85
Air cabin crew,Transportation,Increasing,High,120978.59,Bachelor’s Degree,12,7174,7331,73.36,26.81,Brazil,29.69
"Teacher, primary school",IT,Increasing,High,138437.26,Master’s Degree,12,1472,4484,34.62,45.04,China,36.82
"Engineer, manufacturing systems",Entertainment,Decreasing,Low,88681.07,PhD,9,4998,6119,19.43,94.36,India,23.58
Administrator,Manufacturing,Increasing,High,116398.81,Associate Degree,20,1340,8182,75.23,92.77,India,28.66
Air traffic controller,Healthcare,Increasing,Low,68805.43,PhD,1,3354,6474,94.73,11.51,USA,72.02
Plant breeder/geneticist,IT,Decreasing,Low,38039.15,PhD,14,6601,7386,90.63,33.8,UK,38.2
Land/geomatics surveyor,Education,Increasing,Moderate,46282.03,Associate Degree,2,3693,3549,95.63,36.68,Canada,21.36
"Engineer, electrical",Transportation,Increasing,High,120241.42,High School,17,2096,7998,54.49,74.24,China,40.66
Product designer,Manufacturing,Decreasing,Moderate,112301.14,High School,11,8321,5979,9.01,7.01,Australia,36.9
Chemical engineer,Finance,Decreasing,High,120532.93,PhD,13,2346,570,14.82,72.13,Germany,75.31
Materials engineer,Education,Increasing,Moderate,101841.97,Master’s Degree,6,2545,5254,20.47,67.45,Australia,58.14
Ecologist,Manufacturing,Decreasing,Moderate,137729.43,Associate Degree,12,1331,9901,2.39,40.82,USA,49.81
"Nurse, children's",Entertainment,Decreasing,High,63954.92,PhD,2,9970,8521,91.41,72.0,Germany,59.81
Fitness centre manager,Healthcare,Increasing,Low,31851.78,High School,7,2620,292,67.21,46.02,India,78.24
Consulting civil engineer,Retail,Increasing,Moderate,33744.43,PhD,0,9882,4194,48.52,27.23,Brazil,75.32
Biomedical scientist,Healthcare,Increasing,High,70384.36,High School,19,3762,5583,16.65,95.43,UK,61.7
"Accountant, chartered public finance",Retail,Decreasing,High,135730.17,PhD,20,2272,2434,97.8,82.1,Germany,40.67
Medical physicist,Education,Increasing,Moderate,42284.54,PhD,1,4148,7049,39.69,62.07,Australia,62.07
Control and instrumentation engineer,Healthcare,Decreasing,Moderate,141650.86,PhD,7,3143,1380,88.17,48.97,UK,36.13
Public house manager,Healthcare,Decreasing,Low,146071.84,Master’s Degree,2,937,8169,39.51,81.43,Germany,24.29
Regulatory affairs officer,IT,Decreasing,High,147112.05,PhD,8,6345,5782,79.89,17.69,China,55.32
Corporate treasurer,Transportation,Increasing,Moderate,114667.16,PhD,18,8048,9872,90.12,55.56,UK,65.78
"Administrator, arts",Manufacturing,Increasing,Low,114060.0,Associate Degree,5,9755,4037,18.16,28.1,China,65.63
Tax inspector,Manufacturing,Increasing,Low,50863.37,PhD,11,8901,8657,14.14,67.36,UK,52.13
Corporate treasurer,Transportation,Increasing,High,135193.63,PhD,18,8140,5558,71.97,95.25,UK,20.07
Ceramics designer,Finance,Decreasing,High,57912.11,Bachelor’s Degree,12,8855,9200,2.59,66.83,Brazil,34.3
Charity officer,Transportation,Decreasing,Low,52082.95,PhD,0,9188,9054,10.35,94.34,UK,79.88
Computer games developer,Entertainment,Decreasing,High,89236.73,High School,11,4992,7916,31.52,33.83,Brazil,28.36
"Chemist, analytical",Education,Increasing,High,137127.16,Bachelor’s Degree,14,2564,945,11.11,42.06,Germany,21.45
Publishing rights manager,Healthcare,Decreasing,Low,115888.46,Master’s Degree,14,4032,2662,16.24,37.87,Canada,31.41
Fashion designer,Healthcare,Increasing,High,47283.7,Associate Degree,19,8140,5533,40.33,86.19,USA,28.71
"Doctor, hospital",Finance,Increasing,High,115070.56,Bachelor’s Degree,14,6499,9369,64.73,83.73,UK,75.0
Systems analyst,IT,Increasing,Moderate,89047.07,Master’s Degree,18,3577,6847,98.46,42.38,UK,43.23
"Scientist, research (medical)",Manufacturing,Decreasing,Moderate,99387.66,Bachelor’s Degree,17,4627,8252,25.8,49.49,Canada,61.39
Outdoor activities/education manager,IT,Increasing,Moderate,102085.61,PhD,19,9203,802,10.4,69.12,UK,73.72
Trading standards officer,Transportation,Increasing,Moderate,83906.66,High School,18,183,1371,96.88,24.36,Brazil,36.33
"Journalist, broadcasting",Finance,Increasing,Low,106322.22,High School,17,4383,4711,59.53,37.6,Brazil,24.59
Consulting civil engineer,IT,Decreasing,Moderate,138578.21,Bachelor’s Degree,20,7187,5529,51.58,80.47,India,44.46
Equities trader,Finance,Decreasing,Low,74922.92,Bachelor’s Degree,15,2827,664,1.64,71.51,China,60.69
Freight forwarder,Retail,Decreasing,High,117192.03,High School,3,3108,2009,47.87,39.65,Brazil,73.81
"Surveyor, commercial/residential",IT,Decreasing,Moderate,35762.15,High School,15,7998,6701,15.95,67.77,Brazil,36.58
Exhibition designer,Retail,Decreasing,Moderate,61490.53,Associate Degree,19,6865,5095,15.92,92.46,UK,59.51
Podiatrist,Retail,Decreasing,Low,98608.45,High School,18,2521,3221,65.79,59.01,UK,71.4
Ambulance person,Finance,Increasing,Moderate,136378.46,Bachelor’s Degree,7,7244,7883,27.67,78.98,India,28.26
"Librarian, academic",Transportation,Increasing,High,78785.67,PhD,16,891,7252,57.61,15.78,Germany,46.09
"Scientist, forensic",Finance,Decreasing,High,135808.01,PhD,16,8199,8676,26.62,60.45,USA,42.54
Learning mentor,Retail,Decreasing,Low,145198.04,PhD,20,9986,7348,33.8,4.21,USA,56.93
"Designer, furniture",Retail,Increasing,Low,99066.63,Master’s Degree,2,6031,2731,74.64,95.61,Australia,53.01
Clothing/textile technologist,Entertainment,Increasing,Low,65895.73,Associate Degree,8,8711,7152,99.33,1.78,USA,53.22
Financial controller,Entertainment,Increasing,Moderate,136737.9,High School,9,6110,3993,9.61,42.01,Australia,62.82
"Biochemist, clinical",Manufacturing,Increasing,Low,121660.04,Associate Degree,0,4006,7133,82.39,68.22,Australia,52.4
Chief Financial Officer,Healthcare,Increasing,High,50431.63,High School,7,417,7344,5.41,92.41,Australia,53.84
"Engineer, land",IT,Increasing,High,139008.77,PhD,0,6333,3099,71.51,68.54,Germany,39.78
Actuary,Healthcare,Increasing,Moderate,46753.49,High School,12,4692,1127,57.61,28.52,Canada,38.14
Neurosurgeon,Entertainment,Decreasing,Moderate,81139.3,Associate Degree,15,6693,100,54.2,55.63,China,39.43
Photographer,Manufacturing,Increasing,Low,64909.72,Associate Degree,3,2759,8531,93.38,8.57,Australia,59.35
Insurance underwriter,Entertainment,Decreasing,Low,32662.57,PhD,19,3210,2986,51.31,27.02,UK,52.94
Adult nurse,Education,Increasing,Moderate,138894.19,High School,12,2581,7144,35.16,79.45,Canada,41.41
"Designer, textile",Education,Decreasing,High,73199.35,Associate Degree,14,4761,5031,13.06,19.17,Brazil,57.25
"Surveyor, land/geomatics",Education,Increasing,Moderate,147359.12,Bachelor’s Degree,18,5803,4826,1.28,59.49,India,54.97
"Surveyor, land/geomatics",Healthcare,Decreasing,High,124491.21,Associate Degree,9,5087,4669,13.41,21.03,China,59.39
Advertising copywriter,Manufacturing,Increasing,High,81388.19,Master’s Degree,8,7688,7373,31.64,21.33,UK,69.89
Site engineer,Finance,Increasing,High,77647.43,High School,3,8220,9928,64.04,2.35,Brazil,33.02
Marine scientist,Transportation,Increasing,High,39987.11,Associate Degree,20,4903,5313,44.13,34.29,Germany,65.99
Paramedic,Entertainment,Increasing,Moderate,136839.68,Associate Degree,3,7124,2437,45.93,62.42,USA,21.59
Health service manager,Healthcare,Increasing,Low,72719.81,High School,10,8002,2333,24.66,70.21,China,29.76
Financial controller,IT,Increasing,Low,121723.43,Master’s Degree,0,1620,9125,40.49,29.86,USA,63.66
Primary school teacher,Education,Increasing,Moderate,84151.42,Bachelor’s Degree,20,6185,5394,34.34,87.95,Australia,71.56
Higher education careers adviser,Finance,Decreasing,Moderate,113331.65,Master’s Degree,15,1220,7265,93.16,89.72,Canada,26.7
Interpreter,Entertainment,Increasing,Moderate,71010.45,High School,16,4065,992,78.04,85.04,Germany,61.67
Animator,Transportation,Increasing,Low,115155.22,PhD,6,7290,9677,70.24,67.78,Germany,58.11
"Teacher, adult education",Healthcare,Decreasing,Moderate,105371.68,Associate Degree,9,8446,5140,83.67,84.06,UK,22.63
Health physicist,Manufacturing,Increasing,Low,105211.33,PhD,8,6792,4043,80.53,62.3,USA,65.24
Location manager,Transportation,Increasing,High,55319.01,PhD,4,5609,5214,2.79,67.23,China,43.08
Secondary school teacher,Education,Decreasing,High,78893.37,Bachelor’s Degree,7,213,7564,58.43,80.13,Brazil,43.68
"Teacher, adult education",Education,Increasing,High,95381.4,PhD,15,6625,9333,11.13,75.24,China,67.1
"Conservation officer, historic buildings",Retail,Increasing,Moderate,132207.33,Master’s Degree,8,3846,1514,50.98,26.05,USA,68.81
Games developer,Transportation,Decreasing,High,113238.21,PhD,12,1665,3178,31.1,99.13,Canada,54.83
Agricultural engineer,Healthcare,Increasing,Moderate,39676.14,High School,9,2070,2299,21.91,14.83,Australia,73.26
"Nurse, adult",Education,Decreasing,Low,135354.94,Master’s Degree,11,7491,9231,97.28,55.84,UK,52.7
Office manager,Retail,Decreasing,Low,103868.3,Associate Degree,10,4789,3290,65.62,26.56,India,62.14
Psychiatrist,Healthcare,Increasing,Low,59692.68,Associate Degree,0,8588,4434,89.8,33.62,USA,36.54
General practice doctor,Manufacturing,Decreasing,Low,53365.53,PhD,7,3618,6819,32.11,7.47,Canada,23.68
"Restaurant manager, fast food",Entertainment,Increasing,Low,77409.24,Bachelor’s Degree,6,6963,4340,11.43,52.23,USA,52.5
Leisure centre manager,Education,Decreasing,Moderate,123703.53,PhD,8,6683,7833,27.34,35.16,China,29.05
Cartographer,Finance,Decreasing,Low,132114.75,PhD,3,2179,7788,69.04,8.36,USA,35.64
Brewing technologist,IT,Increasing,High,94728.14,Associate Degree,11,966,3544,88.63,85.98,USA,60.9
Secondary school teacher,Healthcare,Decreasing,High,59730.57,PhD,9,9028,5462,75.21,8.62,UK,39.59
Mining engineer,Manufacturing,Decreasing,Low,78982.54,PhD,8,8350,7866,59.48,56.52,Australia,25.59
Fitness centre manager,Finance,Decreasing,Moderate,143283.86,Master’s Degree,10,6804,6229,5.81,99.5,UK,43.29
Surgeon,Entertainment,Decreasing,Low,104756.09,High School,5,8621,1141,76.87,25.99,Brazil,66.56
Glass blower/designer,Retail,Decreasing,Moderate,71240.63,Associate Degree,1,8469,7693,29.09,47.74,Australia,34.82
"Engineer, production",Retail,Decreasing,High,82402.22,PhD,0,5893,6486,9.26,36.93,China,48.98
"Designer, graphic",Transportation,Decreasing,High,136216.96,Bachelor’s Degree,16,9501,1700,2.39,75.99,Germany,73.98
"Librarian, academic",Retail,Decreasing,High,119544.89,Bachelor’s Degree,20,6474,3390,85.42,87.78,China,45.89
Press photographer,IT,Decreasing,Moderate,68567.65,Master’s Degree,10,1856,1858,79.68,55.63,Brazil,20.32
Civil Service fast streamer,Entertainment,Increasing,High,59679.08,PhD,1,1145,2609,69.27,18.94,USA,26.95
Health and safety adviser,Healthcare,Increasing,Low,42344.04,Associate Degree,11,1208,3994,69.37,37.0,India,40.23
Technical brewer,Transportation,Increasing,Low,146000.19,Master’s Degree,11,9014,9927,26.61,58.32,Australia,37.46
Trade mark attorney,Entertainment,Increasing,Low,122803.54,High School,13,3207,3265,60.89,71.11,Canada,25.42
Emergency planning/management officer,Entertainment,Increasing,Low,109107.26,High School,5,8356,8037,47.25,72.0,China,50.56
International aid/development worker,Manufacturing,Increasing,High,136815.85,PhD,11,9252,2291,26.37,54.41,China,58.53
Theatre manager,Education,Decreasing,Moderate,107262.4,Master’s Degree,13,8158,641,1.39,92.79,UK,49.15
Cartographer,Education,Decreasing,Moderate,142927.41,PhD,6,1471,5890,7.8,17.54,Germany,54.99
Advertising account executive,Finance,Increasing,Moderate,35970.6,Master’s Degree,11,9267,4499,22.55,58.62,USA,70.53
Ambulance person,Finance,Decreasing,Moderate,126389.83,Associate Degree,13,7304,729,76.01,98.47,Germany,65.91
Passenger transport manager,Finance,Decreasing,Moderate,68330.65,PhD,9,1374,4185,57.5,64.9,India,79.43
Event organiser,Education,Decreasing,Moderate,104854.31,High School,12,551,9597,67.85,78.39,UK,78.96
Forensic scientist,Education,Decreasing,Low,33511.77,PhD,11,4476,2634,0.79,43.22,China,39.28
Operational investment banker,IT,Increasing,Low,147576.21,PhD,1,6024,9860,41.83,57.55,USA,58.94
Dance movement psychotherapist,Retail,Increasing,Low,137913.26,Bachelor’s Degree,20,2657,3094,65.79,0.78,India,77.04
Ophthalmologist,Healthcare,Decreasing,High,145053.57,Associate Degree,10,4066,9715,21.64,18.19,Australia,63.37
"Teacher, primary school",Manufacturing,Increasing,Low,50173.81,Bachelor’s Degree,1,2880,6096,32.92,32.31,Brazil,69.9
Hospital doctor,Education,Decreasing,High,104170.73,Associate Degree,18,997,5756,23.3,39.08,Brazil,37.28
Clinical cytogeneticist,Education,Decreasing,Low,104472.22,PhD,3,8021,4198,93.71,94.05,Brazil,54.01
Acupuncturist,Transportation,Decreasing,Moderate,89921.19,High School,17,6195,196,52.39,79.91,Australia,22.76
"Engineer, biomedical",Healthcare,Increasing,High,89447.65,Master’s Degree,0,3387,3078,11.25,21.62,Brazil,62.17
Radiation protection practitioner,Education,Decreasing,Moderate,41850.4,Associate Degree,14,9929,7293,54.45,84.01,USA,40.69
Chartered management accountant,Transportation,Increasing,High,72675.12,Bachelor’s Degree,0,7718,8516,96.52,27.92,China,35.19
Archivist,IT,Increasing,Moderate,89714.41,PhD,7,9746,976,21.55,87.65,India,37.41
"Production assistant, radio",Education,Increasing,High,103678.45,Master’s Degree,10,1533,9569,21.04,87.21,UK,21.55
Archaeologist,Education,Decreasing,Low,142091.85,Associate Degree,2,8359,5780,87.68,30.47,USA,40.47
Hospital doctor,IT,Decreasing,Low,55700.24,PhD,10,2610,7354,14.01,30.2,Germany,48.25
Mudlogger,Transportation,Decreasing,Moderate,132954.17,High School,20,6051,2379,8.02,54.87,Australia,75.62
Restaurant manager,Finance,Increasing,High,147674.84,Bachelor’s Degree,12,9467,8235,71.59,1.68,China,45.24
Further education lecturer,Retail,Decreasing,High,82126.78,Master’s Degree,9,1769,7637,79.81,52.57,India,45.09
Forensic scientist,IT,Increasing,Low,126585.36,Associate Degree,3,4594,1640,35.45,27.59,India,33.19
Mechanical engineer,Finance,Increasing,High,36000.36,High School,3,3100,6452,57.87,78.24,Australia,41.11
Drilling engineer,Transportation,Increasing,High,67143.48,Master’s Degree,0,1145,3237,25.53,48.52,Canada,25.48
Product/process development scientist,Finance,Decreasing,High,46057.07,High School,5,5734,7799,25.02,64.23,USA,68.69
Estate manager/land agent,Healthcare,Decreasing,High,30843.73,Bachelor’s Degree,0,5611,1681,66.55,16.5,Canada,37.7
Horticultural therapist,Retail,Increasing,High,129585.75,Master’s Degree,6,1831,1527,2.52,33.9,India,38.63
Archivist,Education,Increasing,High,127480.98,Associate Degree,16,6519,644,93.62,9.63,India,44.81
Hospital doctor,Entertainment,Decreasing,Low,39297.42,PhD,12,6984,5444,78.69,47.95,USA,75.32
"Psychologist, sport and exercise",Entertainment,Increasing,Low,41148.53,High School,7,4372,1071,96.41,76.7,Australia,33.4
"Production assistant, television",IT,Decreasing,Moderate,125902.9,Associate Degree,5,1276,4075,36.57,68.46,Germany,63.72
Social researcher,Education,Increasing,High,70767.78,High School,15,3334,780,56.54,61.65,Australia,68.2
Chief Operating Officer,Entertainment,Increasing,Low,74593.69,Associate Degree,13,7195,1460,15.49,12.62,UK,66.22
Tree surgeon,Manufacturing,Increasing,Low,73599.68,Master’s Degree,1,8972,5592,42.37,96.5,Brazil,38.01
"Editor, magazine features",Entertainment,Increasing,Low,143525.94,Master’s Degree,1,8450,6419,59.42,83.43,Australia,72.04
Marine scientist,Manufacturing,Decreasing,Moderate,89633.64,Associate Degree,11,5132,8460,66.56,96.23,Canada,39.17
Media buyer,Entertainment,Increasing,Moderate,113195.71,Master’s Degree,19,3333,8447,6.13,0.54,China,39.0
Air traffic controller,Entertainment,Increasing,Moderate,94142.32,Associate Degree,7,1872,8159,79.0,79.38,India,30.71
Lobbyist,Transportation,Increasing,Moderate,139981.57,Bachelor’s Degree,16,2546,4073,99.97,78.8,Brazil,36.18
Probation officer,Entertainment,Decreasing,High,116291.96,Associate Degree,13,321,4504,70.71,56.49,Germany,30.88
Financial planner,Transportation,Increasing,High,99466.32,High School,2,6494,4491,95.4,66.99,USA,77.75
Product/process development scientist,Healthcare,Increasing,Low,142366.37,Master’s Degree,10,5709,5423,26.1,52.89,India,78.39
Physiotherapist,Manufacturing,Decreasing,High,34948.81,Bachelor’s Degree,16,1130,5405,72.92,5.81,Australia,39.76
Prison officer,Retail,Decreasing,Moderate,133952.55,PhD,5,1477,7251,95.43,24.85,China,41.1
"Librarian, academic",Education,Increasing,High,100330.97,PhD,6,5842,4310,4.58,86.49,Canada,27.23
Dietitian,Healthcare,Decreasing,Low,90905.58,PhD,17,3062,3858,73.48,55.26,USA,43.22
"Engineer, electronics",Transportation,Increasing,Moderate,118719.55,Master’s Degree,0,6107,4991,51.03,76.96,Australia,59.57
Radio producer,Finance,Increasing,High,60382.42,Master’s Degree,12,8743,9858,74.62,49.34,Germany,64.39
Conference centre manager,Transportation,Increasing,Low,85518.77,High School,5,2472,5951,76.75,8.64,Australia,73.71
Interpreter,Entertainment,Increasing,Low,77922.88,Associate Degree,15,5398,6879,55.54,68.03,Germany,65.72
Clinical research associate,IT,Increasing,High,88491.8,Bachelor’s Degree,12,1627,1134,53.36,36.95,Canada,50.24
Set designer,Manufacturing,Decreasing,Moderate,46615.78,PhD,10,5322,7507,25.32,72.63,Australia,64.71
Horticultural therapist,Retail,Decreasing,Low,147734.56,Bachelor’s Degree,7,5757,2804,9.84,0.87,USA,65.37
Health and safety inspector,Manufacturing,Decreasing,High,117930.35,Associate Degree,0,2680,4499,69.6,18.69,India,31.85
Herpetologist,Education,Decreasing,Moderate,132748.84,High School,9,3077,4532,53.79,81.3,Germany,42.34
Operational researcher,Finance,Increasing,Low,95259.35,High School,16,9527,261,95.89,66.07,Canada,52.89
Public librarian,Education,Decreasing,Moderate,48228.69,PhD,0,2253,298,76.78,46.56,China,70.47
"Editor, film/video",Retail,Decreasing,High,105972.12,PhD,1,1000,6687,3.13,81.49,Brazil,72.2
Economist,Healthcare,Increasing,Low,86026.3,Associate Degree,17,7065,9339,12.47,24.32,China,36.64
Prison officer,Retail,Decreasing,Moderate,68557.0,Associate Degree,20,8833,2153,75.28,98.9,China,47.14
Petroleum engineer,IT,Increasing,Low,141193.83,PhD,12,2610,3320,37.23,68.14,India,45.8
"Engineer, manufacturing",Entertainment,Increasing,Moderate,118489.05,High School,19,4262,2069,30.07,27.36,China,34.83
Technical author,Transportation,Decreasing,Moderate,68436.11,PhD,5,277,2656,30.24,91.93,USA,35.81
Occupational hygienist,Education,Increasing,Moderate,78188.97,High School,2,2699,9089,75.59,69.27,UK,50.45
Tax adviser,Finance,Increasing,High,36551.11,High School,5,9067,1615,78.04,0.87,UK,52.62
Fish farm manager,Entertainment,Decreasing,Moderate,83521.49,Bachelor’s Degree,13,8358,9570,70.99,92.21,Germany,47.37
Set designer,Transportation,Increasing,Low,83985.59,Master’s Degree,18,5829,1164,33.8,13.05,UK,29.94
Interpreter,Retail,Decreasing,Moderate,127444.39,Associate Degree,13,6704,4296,38.87,20.07,Australia,78.92
"Loss adjuster, chartered",IT,Decreasing,High,148358.13,High School,14,4102,6265,39.76,32.58,Germany,59.13
"Surveyor, land/geomatics",Transportation,Increasing,High,139565.81,PhD,12,8866,2250,53.0,23.03,Brazil,73.95
Video editor,Finance,Increasing,Moderate,78104.95,High School,6,2458,7808,90.68,19.1,India,41.33
"Therapist, horticultural",Healthcare,Increasing,Low,97839.14,Master’s Degree,19,1180,1809,1.21,75.07,China,24.55
"Physicist, medical",Manufacturing,Increasing,Moderate,65986.69,Master’s Degree,15,3421,3886,10.05,97.87,Canada,67.83
Newspaper journalist,IT,Increasing,Low,51727.05,Bachelor’s Degree,7,5677,4453,96.51,96.06,India,38.85
Phytotherapist,Healthcare,Decreasing,Moderate,101500.3,PhD,17,659,3289,1.37,11.9,Australia,41.49
Manufacturing engineer,Healthcare,Increasing,Low,66154.6,High School,6,761,3308,27.11,56.63,Canada,23.25
Games developer,Retail,Decreasing,High,77934.58,PhD,2,3809,8441,36.74,68.79,Australia,32.26
Chief Technology Officer,IT,Decreasing,Moderate,140656.72,Bachelor’s Degree,6,7697,846,71.69,30.61,UK,42.05
Hotel manager,Education,Increasing,High,143458.88,Master’s Degree,16,2999,4611,37.31,70.62,Australia,37.4
"Therapist, sports",Entertainment,Decreasing,High,30367.71,High School,13,703,8042,51.04,35.02,USA,31.06
Software engineer,Finance,Increasing,Low,58814.99,Bachelor’s Degree,12,6984,9935,45.11,57.05,Canada,28.09
"Exhibitions officer, museum/gallery",Transportation,Decreasing,Low,39929.59,High School,18,5968,1066,16.39,55.73,UK,43.19
"Surveyor, mining",Education,Increasing,Moderate,78634.63,PhD,20,4380,199,0.28,1.28,Canada,26.58
Editorial assistant,Manufacturing,Decreasing,Moderate,98387.67,High School,7,4209,3878,95.18,37.33,USA,72.37
"Investment banker, operational",Manufacturing,Decreasing,High,53853.51,PhD,18,2174,4264,15.34,76.71,Australia,37.18
Bookseller,IT,Increasing,High,147070.8,Bachelor’s Degree,14,2805,4300,72.88,84.63,UK,74.8
Automotive engineer,Finance,Decreasing,Low,117371.5,High School,19,1892,7804,0.13,97.9,Canada,26.69
Firefighter,Transportation,Decreasing,Low,42410.47,Bachelor’s Degree,14,5569,329,92.87,1.22,India,34.57
"Scientist, research (life sciences)",Finance,Increasing,Moderate,127104.52,Master’s Degree,5,8694,2693,97.62,68.79,Canada,72.76
Graphic designer,Retail,Decreasing,Moderate,105201.57,Master’s Degree,6,752,8562,12.43,65.93,Australia,49.18
Cytogeneticist,Entertainment,Decreasing,High,107491.75,High School,5,9288,9613,20.35,90.49,Germany,31.78
Agricultural consultant,Transportation,Decreasing,Low,115665.92,Bachelor’s Degree,12,1414,9265,45.63,88.38,Australia,21.11
Corporate investment banker,Education,Decreasing,High,33503.55,Master’s Degree,12,7831,4739,8.12,48.0,India,73.6
Fisheries officer,Manufacturing,Decreasing,Low,107246.54,Master’s Degree,1,3560,4029,59.28,94.8,China,37.29
Health visitor,IT,Decreasing,Low,105740.45,Associate Degree,12,6938,7674,93.78,21.84,China,26.83
Planning and development surveyor,Retail,Increasing,High,89630.06,PhD,10,5520,6865,12.46,31.13,China,58.9
Jewellery designer,Finance,Decreasing,High,110060.63,High School,14,5379,6219,57.62,40.57,UK,31.71
Hotel manager,Finance,Decreasing,Low,95494.54,Master’s Degree,1,4183,9927,91.23,97.78,India,42.55
Dentist,Transportation,Increasing,High,68437.03,Associate Degree,16,4850,7072,29.66,17.99,USA,39.68
Interior and spatial designer,Healthcare,Increasing,Moderate,76012.02,PhD,17,2236,4478,8.72,76.69,Germany,51.94
Ship broker,Education,Decreasing,Low,97093.27,PhD,5,8604,3335,57.16,56.45,UK,72.61
Energy manager,IT,Increasing,High,77682.53,Master’s Degree,19,3970,2814,55.91,81.83,China,67.52
Chief of Staff,Finance,Increasing,Moderate,58384.77,Master’s Degree,14,1527,4232,1.89,73.25,Germany,33.87
Recycling officer,Transportation,Decreasing,Low,42372.83,Associate Degree,18,6265,2054,25.63,44.16,China,28.43
Applications developer,Entertainment,Decreasing,High,118742.95,Bachelor’s Degree,13,1796,6628,64.43,92.36,UK,72.16
Toxicologist,Education,Increasing,Low,122627.96,PhD,1,8577,7404,30.27,2.21,China,61.78
Diplomatic Services operational officer,Healthcare,Increasing,High,148341.13,High School,3,5648,8030,93.91,97.82,Germany,37.18
Housing manager/officer,Manufacturing,Increasing,High,120124.52,High School,1,2837,8418,88.77,6.46,China,22.7
"Education officer, community",IT,Decreasing,Low,126638.92,Associate Degree,15,8033,8030,36.35,55.4,UK,70.69
Chiropodist,Entertainment,Decreasing,Low,103249.31,Master’s Degree,15,7624,9279,86.57,59.04,India,70.57
Sales executive,Entertainment,Increasing,Moderate,130765.51,Bachelor’s Degree,18,5476,6091,78.97,75.25,Canada,73.95
"Scientist, audiological",Retail,Increasing,High,110780.46,Bachelor’s Degree,8,2404,4603,90.06,24.5,USA,77.63
Publishing rights manager,Transportation,Increasing,High,127947.45,Master’s Degree,11,3067,3720,6.03,28.03,Brazil,59.42
Industrial/product designer,Manufacturing,Decreasing,Moderate,54382.77,PhD,16,921,2286,17.96,47.89,Canada,41.03
Counselling psychologist,Retail,Decreasing,Low,104316.18,High School,9,3551,804,88.83,19.56,Australia,32.07
English as a second language teacher,Finance,Decreasing,Moderate,50579.83,PhD,2,988,1747,30.99,51.49,Canada,70.74
Agricultural consultant,IT,Increasing,High,77967.88,PhD,18,2278,844,10.49,29.88,Germany,79.65
Educational psychologist,Retail,Decreasing,High,59735.22,Associate Degree,0,1431,4281,87.32,40.2,USA,40.2
Maintenance engineer,Manufacturing,Increasing,Moderate,31194.31,Bachelor’s Degree,19,3851,2352,34.64,78.45,Germany,56.67
Music therapist,Education,Increasing,Moderate,110722.62,PhD,12,1302,3725,19.43,85.74,Brazil,58.98
Public affairs consultant,Entertainment,Decreasing,Low,122003.68,PhD,20,4770,1986,85.9,7.7,Brazil,54.98
"Pharmacist, community",Retail,Increasing,High,137450.75,Master’s Degree,12,5350,5357,7.73,51.52,UK,58.77
Chemical engineer,Entertainment,Increasing,Moderate,77426.55,Associate Degree,2,3808,2253,84.47,69.91,China,69.04
Retail banker,Manufacturing,Decreasing,Low,66994.84,Bachelor’s Degree,18,6929,1345,87.67,84.33,Germany,52.71
Naval architect,Retail,Decreasing,Low,137461.73,PhD,15,9223,5428,84.45,78.27,India,78.15
Archivist,Transportation,Decreasing,High,125311.8,PhD,17,6820,6574,44.63,70.77,USA,47.64
Maintenance engineer,Healthcare,Decreasing,High,120219.1,Master’s Degree,13,7777,7628,80.24,94.16,Australia,20.78
Warehouse manager,Manufacturing,Decreasing,Moderate,49462.83,Master’s Degree,3,7734,2301,22.36,48.11,UK,35.78
Aeronautical engineer,Retail,Increasing,Moderate,106777.34,Bachelor’s Degree,5,3742,4180,50.1,79.47,UK,78.45
Magazine features editor,IT,Increasing,High,129522.15,Associate Degree,16,9240,896,95.68,78.74,Australia,64.7
Airline pilot,Finance,Increasing,High,122386.02,High School,6,6160,5148,85.67,54.17,China,35.74
Leisure centre manager,Manufacturing,Increasing,High,74872.06,Bachelor’s Degree,17,4029,2903,99.5,20.93,Canada,37.42
Warehouse manager,Transportation,Decreasing,Moderate,60023.22,Associate Degree,7,7509,6071,29.64,95.58,Brazil,79.75
Publishing copy,Entertainment,Increasing,Low,86961.53,Master’s Degree,19,2734,816,94.73,93.95,UK,40.31
Police officer,Finance,Decreasing,High,72208.69,Bachelor’s Degree,5,8414,2715,71.37,63.37,Canada,30.2
Management consultant,Finance,Increasing,Low,98976.59,PhD,2,8717,1746,60.46,85.28,Germany,57.55
Best boy,Finance,Increasing,Low,73925.06,High School,10,3226,4819,31.32,24.85,Canada,31.11
"Scientist, biomedical",IT,Increasing,Low,80652.43,High School,17,4057,4946,81.23,66.27,Brazil,73.37
Psychiatric nurse,Retail,Increasing,High,49713.53,High School,17,9114,1505,91.31,78.63,Brazil,45.42
Video editor,Finance,Decreasing,High,145234.96,Bachelor’s Degree,17,3443,1016,37.23,91.66,India,61.68
Farm manager,Transportation,Increasing,Low,100235.71,Master’s Degree,8,4192,7080,82.36,72.15,USA,40.91
"Engineer, broadcasting (operations)",Transportation,Increasing,Low,36675.99,Associate Degree,19,8315,4888,68.99,19.06,Australia,23.99
Civil Service fast streamer,IT,Decreasing,Moderate,148211.35,Bachelor’s Degree,5,4655,3514,31.59,28.38,India,27.46
"Lighting technician, broadcasting/film/video",Education,Decreasing,Moderate,36604.75,PhD,7,6343,5434,61.16,24.01,USA,54.87
Public relations account executive,Transportation,Decreasing,High,101028.46,Master’s Degree,11,2274,7685,16.87,54.5,UK,65.65
Exercise physiologist,Healthcare,Decreasing,Moderate,84053.38,PhD,8,4644,4834,98.93,96.69,Germany,70.37
"Surveyor, quantity",Finance,Increasing,High,67293.48,High School,6,6891,8654,38.32,3.31,Australia,75.2
"Conservator, furniture",Healthcare,Increasing,Low,120889.61,High School,18,6471,5861,51.81,62.03,Canada,45.84
Sports coach,Entertainment,Decreasing,Low,136858.02,High School,15,9838,9182,2.94,90.14,Germany,62.77
Air broker,Finance,Decreasing,High,142813.57,PhD,2,4566,2505,89.16,45.33,Germany,63.93
Maintenance engineer,Healthcare,Decreasing,High,101099.47,Associate Degree,1,5229,6043,1.51,30.28,Australia,61.24
Ecologist,Transportation,Increasing,Low,98642.13,Associate Degree,11,1019,9354,47.8,54.33,Brazil,26.05
Telecommunications researcher,Retail,Increasing,Moderate,148394.23,PhD,3,6829,7333,69.56,15.95,UK,34.32
"Education officer, museum",IT,Increasing,High,85133.93,Master’s Degree,5,4378,7103,73.81,58.76,Canada,41.32
Sports administrator,Transportation,Decreasing,Moderate,124842.93,High School,3,7060,4807,58.95,88.81,Germany,74.61
Actuary,Finance,Increasing,High,62171.16,High School,7,2530,1770,50.68,93.85,Germany,63.83
Theatre stage manager,Transportation,Decreasing,Low,50455.16,PhD,0,1143,1516,48.14,4.16,Australia,56.9
Medical secretary,Finance,Decreasing,Low,74442.62,PhD,12,3896,2136,55.39,54.07,India,55.01
Theatre manager,Manufacturing,Decreasing,Moderate,138559.15,Bachelor’s Degree,12,2343,9691,4.53,50.01,Canada,34.14
Town planner,IT,Decreasing,High,39694.76,PhD,5,2015,5151,2.72,89.71,China,20.52
Interpreter,Healthcare,Increasing,Moderate,142119.29,PhD,6,4431,3860,29.25,96.03,India,69.33
Occupational therapist,IT,Increasing,Low,105659.16,PhD,9,8525,5161,22.63,20.82,Canada,52.22
Animal nutritionist,Education,Increasing,High,99225.83,PhD,7,8954,8968,26.68,75.26,USA,47.19
Stage manager,Manufacturing,Decreasing,Moderate,107707.9,Bachelor’s Degree,15,7734,6547,12.31,39.82,Australia,54.18
Health service manager,Manufacturing,Decreasing,Low,125087.84,High School,8,7203,5162,32.76,60.75,USA,67.67
Armed forces logistics/support/administrative officer,Healthcare,Increasing,Moderate,56907.0,Bachelor’s Degree,6,3692,3272,28.57,76.35,China,73.47
"Buyer, industrial",Manufacturing,Increasing,High,129957.9,High School,15,5440,7883,64.35,32.26,USA,32.61
Public librarian,Healthcare,Decreasing,High,73632.24,Associate Degree,16,3914,8405,28.37,71.68,UK,27.24
Corporate treasurer,IT,Increasing,Low,40467.52,Bachelor’s Degree,11,416,9276,48.47,86.06,Australia,23.03
Pension scheme manager,Education,Increasing,Moderate,82898.76,Bachelor’s Degree,14,5136,9418,18.17,66.72,Brazil,44.74
"Engineer, manufacturing systems",Retail,Decreasing,Low,60057.18,Associate Degree,7,8636,3307,36.05,2.37,Germany,43.47
IT trainer,Finance,Decreasing,Moderate,73441.25,Bachelor’s Degree,8,3105,7491,24.07,27.87,USA,54.2
Civil Service administrator,Healthcare,Increasing,Low,110851.13,Master’s Degree,17,1810,4787,78.96,43.83,UK,35.15
Research scientist (medical),Manufacturing,Decreasing,High,148234.41,Master’s Degree,14,8823,1020,14.93,76.02,USA,39.56
Advice worker,IT,Decreasing,Moderate,57784.47,Bachelor’s Degree,13,1741,5647,77.55,1.71,India,67.79
Equality and diversity officer,Transportation,Increasing,Moderate,51760.56,Master’s Degree,16,3631,9562,56.33,54.04,Germany,26.18
Industrial/product designer,Healthcare,Increasing,High,67966.38,Associate Degree,8,8981,6082,74.43,27.34,Germany,73.81
"Engineer, energy",Manufacturing,Decreasing,High,125823.54,Master’s Degree,4,5308,4306,15.24,97.44,Brazil,23.68
"Presenter, broadcasting",Transportation,Increasing,Low,77751.88,Associate Degree,16,1660,1195,93.22,8.61,Germany,64.65
Broadcast presenter,Finance,Decreasing,High,126628.99,Bachelor’s Degree,2,1756,5760,45.26,40.74,India,31.22
Trade mark attorney,Entertainment,Decreasing,Moderate,112033.07,High School,8,6258,8373,29.85,43.18,UK,48.97
Building surveyor,Entertainment,Increasing,Low,144436.67,PhD,14,6854,9179,38.68,51.72,Australia,39.33
Medical physicist,Transportation,Decreasing,High,129260.61,Bachelor’s Degree,5,8489,8768,30.69,21.3,India,39.49
"Administrator, Civil Service",Finance,Decreasing,High,103975.37,Bachelor’s Degree,13,835,6276,49.94,61.77,USA,46.11
Science writer,Transportation,Increasing,Moderate,92115.28,Master’s Degree,4,225,3557,63.92,79.17,Germany,63.32
"Engineer, energy",Finance,Increasing,Low,87804.14,Bachelor’s Degree,13,5767,5868,79.01,6.92,Canada,74.89
Chief Strategy Officer,IT,Decreasing,Moderate,64175.66,Master’s Degree,13,9836,8435,84.57,1.96,India,42.75
Equities trader,Manufacturing,Increasing,High,60454.02,Bachelor’s Degree,4,9952,8878,68.08,10.38,UK,28.02
Information systems manager,Retail,Decreasing,Moderate,58238.54,Associate Degree,1,2660,2437,71.24,28.64,China,36.31
Land,Education,Increasing,Low,131641.11,PhD,5,8801,8392,4.11,22.72,USA,43.98
"Editor, magazine features",Transportation,Increasing,High,89455.31,Associate Degree,11,2047,9406,87.89,73.1,Australia,78.99
Bonds trader,Education,Decreasing,Low,84156.48,High School,1,5809,793,10.69,31.67,China,38.64
Nature conservation officer,Finance,Increasing,Low,54215.68,Associate Degree,1,3084,9827,87.01,76.29,India,61.31
Exhibition designer,Manufacturing,Decreasing,Low,70538.21,Master’s Degree,8,1443,9767,80.75,33.58,China,22.02
Petroleum engineer,Manufacturing,Increasing,High,111075.16,PhD,8,4207,9833,10.0,39.77,China,38.69
"Conservator, museum/gallery",Manufacturing,Decreasing,High,100500.55,High School,7,2263,9491,96.13,89.05,Canada,31.88
Secondary school teacher,Healthcare,Decreasing,High,114504.01,Bachelor’s Degree,4,1743,126,26.09,91.98,Canada,30.8
Local government officer,Retail,Decreasing,Moderate,126113.82,Associate Degree,1,6349,3048,76.14,14.4,Germany,62.76
Quantity surveyor,Retail,Decreasing,Low,58921.16,Associate Degree,12,3703,8999,29.55,7.33,Germany,79.36
Software engineer,Entertainment,Decreasing,High,128374.58,PhD,3,2856,6147,93.67,82.71,Australia,79.96
Communications engineer,Entertainment,Increasing,Moderate,32693.68,PhD,18,9175,3264,44.77,37.43,Canada,32.83
"Engineer, agricultural",Finance,Increasing,Low,71039.56,Bachelor’s Degree,12,6077,6774,21.67,34.18,USA,50.07
Multimedia specialist,Retail,Increasing,High,109220.88,High School,7,6535,1784,82.16,26.67,UK,44.82
Purchasing manager,Entertainment,Increasing,High,103249.72,High School,0,9040,6997,80.16,24.72,UK,59.55
"Physicist, medical",Education,Increasing,High,93103.01,Bachelor’s Degree,14,2926,4070,37.17,77.47,Germany,78.09
Microbiologist,Transportation,Increasing,Moderate,103057.85,Master’s Degree,8,1209,4467,79.43,71.82,USA,38.68
Estate manager/land agent,Finance,Increasing,Low,70750.06,Bachelor’s Degree,6,6674,6580,3.46,23.47,USA,62.96
Pension scheme manager,Entertainment,Increasing,Low,135089.93,PhD,10,2665,7059,17.21,73.33,Brazil,74.59
"Engineer, aeronautical",Retail,Increasing,Low,30763.57,Bachelor’s Degree,7,2934,3640,45.32,7.95,China,24.42
Restaurant manager,Healthcare,Increasing,Moderate,128112.14,Associate Degree,5,7744,1764,14.2,9.68,China,44.93
Curator,Finance,Decreasing,High,104918.98,High School,0,6890,3284,79.77,10.87,Canada,55.82
Counselling psychologist,Retail,Decreasing,Moderate,84086.44,Master’s Degree,16,5368,4526,12.41,13.06,Australia,78.92
Charity fundraiser,Education,Increasing,Low,136141.33,Master’s Degree,12,3253,2122,94.29,83.26,India,48.23
"Designer, exhibition/display",Education,Increasing,Low,126836.92,Master’s Degree,8,9345,3284,93.87,8.75,Australia,77.74
Financial trader,IT,Increasing,Low,128863.98,Bachelor’s Degree,9,3673,4377,99.5,52.05,Canada,48.38
Publishing rights manager,IT,Increasing,High,39619.94,Master’s Degree,0,1898,4943,42.01,91.87,USA,71.63
"Surveyor, land/geomatics",Entertainment,Increasing,Moderate,141934.63,Bachelor’s Degree,19,4001,2205,15.72,99.56,USA,20.22
Set designer,IT,Increasing,Low,116725.69,Associate Degree,5,8741,4754,30.64,47.09,Germany,62.31
Chief Financial Officer,Finance,Increasing,Low,99148.99,High School,19,8180,515,40.74,35.03,Germany,34.51
Chartered legal executive (England and Wales),Manufacturing,Decreasing,High,104413.53,Master’s Degree,14,4403,2426,11.04,63.35,India,53.8
Surgeon,Finance,Increasing,Low,46743.22,Bachelor’s Degree,7,6921,7693,45.9,37.55,USA,44.87
Land/geomatics surveyor,Education,Decreasing,Moderate,121287.15,PhD,13,2570,8036,71.97,20.41,Australia,48.12
Chemical engineer,Healthcare,Decreasing,Moderate,96689.8,Master’s Degree,11,8915,3327,31.3,70.17,Canada,75.55
"Secretary, company",Manufacturing,Decreasing,Moderate,59257.86,High School,9,6196,110,53.69,27.98,Canada,59.98
Meteorologist,Entertainment,Decreasing,Low,100075.94,PhD,5,1806,5579,19.45,65.47,Canada,77.84
Museum/gallery conservator,IT,Decreasing,High,76241.71,PhD,0,6290,7260,89.54,19.79,India,45.63
"Engineer, automotive",Finance,Increasing,High,51895.41,PhD,13,4282,4762,38.69,10.61,UK,77.26
"Psychologist, clinical",Retail,Decreasing,Moderate,34517.74,High School,12,1776,6048,95.5,38.96,Brazil,39.95
Ambulance person,Transportation,Decreasing,Moderate,119398.26,High School,17,8679,4239,53.59,95.48,Canada,31.09
Special educational needs teacher,IT,Decreasing,Low,114890.48,Master’s Degree,14,4147,6255,48.94,70.66,Australia,22.49
Publishing rights manager,Healthcare,Decreasing,Low,121121.86,PhD,8,6370,3506,9.04,91.84,Canada,72.91
Electronics engineer,IT,Increasing,High,123240.17,Associate Degree,2,3472,2689,25.96,86.75,USA,55.28
"Civil engineer, consulting",Transportation,Decreasing,Low,30074.35,Bachelor’s Degree,9,8721,208,66.91,50.92,UK,72.54
Graphic designer,Manufacturing,Increasing,Low,64049.24,Master’s Degree,3,5321,3275,83.5,40.28,China,20.4
Podiatrist,Entertainment,Increasing,Moderate,147057.83,Associate Degree,12,3236,2206,32.01,81.15,Brazil,47.86
Tourism officer,Entertainment,Decreasing,Low,88377.28,Bachelor’s Degree,5,121,1294,41.93,94.12,Australia,47.73
Audiological scientist,Entertainment,Increasing,Low,132467.22,PhD,19,5351,2842,90.56,51.91,UK,45.79
Merchant navy officer,IT,Decreasing,High,85091.5,Associate Degree,20,2436,8779,55.22,26.39,UK,57.07
Counselling psychologist,Finance,Decreasing,High,144062.19,PhD,5,4648,8497,92.02,15.43,Canada,65.85
"Therapist, speech and language",Retail,Decreasing,High,142224.43,Bachelor’s Degree,1,5514,5148,59.65,66.65,UK,73.46
Technical brewer,IT,Increasing,Low,70661.54,PhD,0,7251,8880,97.96,39.04,China,77.86
Barrister's clerk,Finance,Increasing,High,119293.79,PhD,9,465,8116,41.35,71.0,Germany,43.27
"Geologist, wellsite",Transportation,Decreasing,Moderate,105149.02,Associate Degree,0,4998,4402,7.31,6.37,Germany,68.52
Dietitian,Retail,Decreasing,High,146542.07,PhD,1,9878,3282,22.45,56.36,USA,35.5
Software engineer,Entertainment,Increasing,High,62927.92,Master’s Degree,15,140,9675,27.85,1.5,China,25.39
Television production assistant,Education,Decreasing,High,36957.11,Master’s Degree,4,5045,7280,44.0,45.23,Canada,53.5
Plant breeder/geneticist,Finance,Increasing,Low,78212.25,Master’s Degree,7,3133,5199,31.26,93.66,Brazil,31.31
Insurance claims handler,Finance,Increasing,High,63203.42,Bachelor’s Degree,2,8225,9111,70.41,30.82,USA,21.29
"Surveyor, quantity",Education,Increasing,High,37776.38,Bachelor’s Degree,6,2535,6398,52.51,87.27,Australia,64.34
Commercial horticulturist,Manufacturing,Increasing,Moderate,100960.91,PhD,13,7287,4203,40.03,39.74,USA,72.34
Agricultural engineer,IT,Increasing,High,54804.16,Bachelor’s Degree,5,3365,3785,33.66,16.21,USA,63.42
"Producer, television/film/video",Finance,Decreasing,High,134632.97,High School,16,7872,8605,94.69,8.2,Germany,43.93
"Copywriter, advertising",Finance,Decreasing,Moderate,68804.27,PhD,18,248,6198,49.19,93.91,Canada,29.29
Claims inspector/assessor,Manufacturing,Increasing,Moderate,118710.94,PhD,14,5179,5333,99.07,1.67,UK,31.47
"Engineer, petroleum",Healthcare,Decreasing,Low,69046.96,Bachelor’s Degree,7,9772,153,9.24,2.02,USA,23.37
Rural practice surveyor,Transportation,Decreasing,Low,126183.49,Associate Degree,14,7668,1893,53.94,27.25,UK,53.93
"Nurse, mental health",IT,Increasing,Low,137486.95,High School,9,6261,1394,9.15,5.48,Australia,75.4
Public affairs consultant,Healthcare,Increasing,High,123009.17,Associate Degree,10,4239,9096,58.21,84.3,Brazil,30.41
"Teacher, primary school",Healthcare,Increasing,High,136933.1,Master’s Degree,16,1094,3247,80.1,71.09,China,26.78
Purchasing manager,Retail,Decreasing,Moderate,98293.08,PhD,3,890,6436,38.17,11.77,China,54.78
Horticultural therapist,Entertainment,Increasing,Low,46566.62,Master’s Degree,9,9228,8286,30.55,50.34,China,25.61
Production engineer,Transportation,Increasing,High,107254.27,Master’s Degree,19,5614,2363,72.99,57.28,China,44.68
Set designer,Entertainment,Increasing,Low,44151.83,Associate Degree,17,6297,252,47.77,46.2,India,64.87
"Psychologist, counselling",Entertainment,Increasing,Moderate,35395.42,Associate Degree,5,2568,8826,19.71,95.71,UK,52.83
"Engineer, civil (consulting)",Education,Decreasing,Low,136617.38,Associate Degree,1,2803,274,54.09,98.72,Germany,22.77
Risk analyst,Retail,Decreasing,Low,119318.79,High School,0,1584,9432,76.41,25.67,Australia,26.9
Scientific laboratory technician,IT,Decreasing,Moderate,84306.1,Master’s Degree,13,6253,3807,68.16,74.98,Germany,20.89
"Production assistant, television",Education,Increasing,Moderate,52431.27,PhD,15,205,6231,99.52,16.9,Australia,41.07
Higher education careers adviser,IT,Decreasing,High,116462.72,PhD,14,1056,746,1.65,53.98,USA,74.47
Sports development officer,Entertainment,Increasing,High,78658.68,Associate Degree,14,4552,6793,99.88,60.9,Canada,24.28
Archaeologist,Entertainment,Increasing,Low,75784.63,High School,12,9242,2540,7.38,64.73,Canada,53.77
Farm manager,Manufacturing,Decreasing,Low,87595.53,Bachelor’s Degree,9,8902,2648,26.5,30.26,UK,62.58
"Surveyor, land/geomatics",Entertainment,Decreasing,High,44673.47,Associate Degree,7,7537,9368,77.37,33.05,Brazil,32.02
"Sales professional, IT",Entertainment,Decreasing,Low,46712.44,Master’s Degree,4,7889,177,60.78,32.16,India,35.55
Legal secretary,Transportation,Decreasing,Moderate,128118.93,Associate Degree,15,2699,5801,0.16,94.82,Germany,20.26
Landscape architect,Entertainment,Increasing,High,34866.23,PhD,5,1612,7643,76.62,51.45,USA,33.07
Commercial/residential surveyor,IT,Increasing,Low,123031.49,PhD,20,2519,5937,17.34,85.16,Australia,79.31
Private music teacher,Manufacturing,Increasing,High,93803.16,Associate Degree,0,5659,3221,87.04,35.92,UK,53.55
"Therapist, music",Retail,Decreasing,Moderate,31040.07,High School,9,2554,8586,88.61,34.33,India,30.83
"Surveyor, building",Manufacturing,Increasing,High,119503.45,Bachelor’s Degree,3,4206,6498,29.55,74.83,Germany,69.29
Advertising account planner,Entertainment,Decreasing,Low,147013.09,Associate Degree,11,2840,6509,35.89,60.82,USA,23.09
"Engineer, chemical",IT,Increasing,Moderate,71960.61,Master’s Degree,0,1087,8351,72.87,86.16,Canada,63.05
"Therapist, nutritional",IT,Decreasing,Moderate,41650.08,PhD,13,337,1145,0.91,45.31,Australia,30.5
Building control surveyor,Education,Increasing,Moderate,49397.52,Associate Degree,15,7069,8429,13.73,47.71,UK,52.62
Sport and exercise psychologist,Education,Decreasing,Low,54176.77,High School,15,3030,6281,54.27,32.63,India,26.12
Armed forces technical officer,Manufacturing,Decreasing,High,56141.37,High School,20,7110,2639,68.92,12.49,China,55.89
Podiatrist,Entertainment,Increasing,High,92331.93,PhD,8,6418,4570,86.36,10.66,India,50.56
Academic librarian,Retail,Increasing,Low,38987.22,High School,10,157,3402,90.89,44.07,Germany,79.47
Media planner,Healthcare,Decreasing,High,45236.39,Associate Degree,8,9387,3660,22.94,23.71,China,74.06
Market researcher,IT,Increasing,High,109646.15,Bachelor’s Degree,1,511,4873,40.24,90.06,India,48.16
Sub,Healthcare,Increasing,High,56934.08,High School,1,5080,1877,56.01,36.62,Brazil,50.25
"Surveyor, mining",Entertainment,Increasing,Moderate,122209.32,High School,15,3059,9661,27.91,51.79,UK,39.61
"Engineer, site",Entertainment,Increasing,High,137159.55,Bachelor’s Degree,10,7319,6911,50.64,29.64,UK,49.9
Media planner,Finance,Decreasing,Moderate,34070.85,Master’s Degree,11,3839,8080,44.07,88.49,Canada,34.78
Proofreader,Entertainment,Increasing,High,53992.8,High School,5,3288,8713,32.53,89.16,China,39.28
Chief Technology Officer,Education,Increasing,Moderate,55152.88,Master’s Degree,14,8699,6045,92.3,18.3,Canada,55.5
Musician,IT,Increasing,Moderate,121821.38,Associate Degree,3,2159,9713,6.46,35.16,Germany,28.62
Newspaper journalist,Entertainment,Increasing,Low,115232.65,Associate Degree,6,4888,7645,75.24,63.68,China,23.36
Equality and diversity officer,Entertainment,Decreasing,High,100576.53,Associate Degree,0,3360,865,11.74,23.78,India,35.1
Garment/textile technologist,Finance,Decreasing,Moderate,144875.98,Associate Degree,19,7858,9155,81.82,50.3,USA,42.77
Leisure centre manager,Entertainment,Decreasing,Low,113433.65,Associate Degree,17,9704,7654,94.62,4.42,Canada,30.0
Games developer,Healthcare,Increasing,High,48910.15,Bachelor’s Degree,18,3076,1813,35.6,87.09,Canada,53.45
"Designer, furniture",Transportation,Increasing,Low,104917.9,Bachelor’s Degree,16,5115,9328,82.73,73.1,Canada,70.34
"Development worker, community",IT,Increasing,High,122346.75,Associate Degree,19,2921,4588,32.8,59.18,UK,40.75
"Radiographer, therapeutic",IT,Increasing,High,57520.36,PhD,14,3781,717,83.46,17.96,India,67.89
Radiation protection practitioner,Healthcare,Increasing,Low,80078.21,Bachelor’s Degree,19,2195,6696,95.53,70.41,Germany,45.33
Artist,Transportation,Increasing,Moderate,53039.44,Associate Degree,13,8581,5470,46.65,68.15,China,37.21
English as a second language teacher,Healthcare,Decreasing,High,104453.47,Bachelor’s Degree,16,4699,312,29.25,17.4,China,39.67
Midwife,IT,Decreasing,High,79174.79,Associate Degree,18,5290,7032,95.66,61.95,Brazil,51.05
Pathologist,Manufacturing,Decreasing,Low,112852.61,Bachelor’s Degree,11,3496,221,8.27,42.5,Australia,46.8
Public relations account executive,Entertainment,Decreasing,Moderate,110357.69,Master’s Degree,14,2113,3720,47.98,9.35,Australia,22.0
Clinical biochemist,Entertainment,Decreasing,Moderate,59477.66,High School,3,4665,5802,45.0,72.21,Germany,51.64
Amenity horticulturist,Entertainment,Increasing,High,112460.84,Bachelor’s Degree,17,873,7822,30.16,78.83,UK,28.71
Advertising art director,IT,Increasing,Low,91793.79,Master’s Degree,13,8941,8230,22.61,2.98,UK,64.75
Chartered accountant,Retail,Increasing,Low,104595.97,PhD,3,3633,7300,5.43,55.03,USA,62.02
"Engineer, automotive",Finance,Increasing,Low,85236.62,Bachelor’s Degree,15,4736,7429,22.24,49.84,India,75.19
"Scientist, research (maths)",Healthcare,Increasing,High,98113.35,Master’s Degree,1,5489,388,36.67,14.24,UK,41.74
"Scientist, clinical (histocompatibility and immunogenetics)",Finance,Decreasing,High,96390.43,Bachelor’s Degree,16,7407,5096,95.93,26.97,India,54.88
Insurance underwriter,Transportation,Increasing,High,115029.62,High School,19,6174,3155,76.86,37.26,India,47.85
Community development worker,Transportation,Decreasing,Moderate,134721.66,Master’s Degree,14,8587,1478,51.65,69.13,Brazil,74.64
Financial risk analyst,Healthcare,Increasing,Moderate,34352.06,Bachelor’s Degree,9,8864,1116,96.43,41.77,Brazil,30.94
Learning disability nurse,Transportation,Increasing,High,109304.35,Associate Degree,16,5523,184,19.71,13.75,Canada,25.58
"Programmer, systems",Entertainment,Increasing,High,84644.06,PhD,3,708,8902,95.79,1.58,China,62.92
Research scientist (medical),Entertainment,Increasing,High,126646.56,Master’s Degree,3,2736,4918,97.87,56.85,Canada,35.3
Customer service manager,Transportation,Decreasing,Moderate,46418.77,Bachelor’s Degree,3,9724,6664,84.23,42.14,Canada,54.25
"Journalist, magazine",Retail,Increasing,High,55375.66,Associate Degree,10,5423,7201,41.3,87.37,Germany,41.46
Illustrator,Healthcare,Increasing,Moderate,42976.09,PhD,14,3944,764,27.04,52.9,Germany,31.27
"Runner, broadcasting/film/video",Retail,Decreasing,Low,49492.82,Bachelor’s Degree,15,6951,9851,8.86,69.82,India,43.39
Computer games developer,Manufacturing,Increasing,Moderate,76079.05,Bachelor’s Degree,12,4072,1240,30.54,82.59,Australia,67.45
Naval architect,Healthcare,Decreasing,Low,108919.68,Bachelor’s Degree,20,4135,7030,55.24,64.19,UK,68.19
Phytotherapist,Finance,Decreasing,High,81745.33,Associate Degree,11,3194,5270,50.64,81.37,UK,50.31
Facilities manager,Healthcare,Increasing,Moderate,53165.45,Bachelor’s Degree,4,2396,6775,20.5,58.33,USA,32.29
English as a second language teacher,Retail,Increasing,High,148135.12,Associate Degree,13,4637,8326,91.61,56.33,China,70.3
Nature conservation officer,Retail,Increasing,High,102532.72,Associate Degree,8,5710,2511,84.91,61.86,China,54.18
Writer,IT,Increasing,High,45642.27,Bachelor’s Degree,1,771,4636,37.76,13.06,Canada,38.91
"Journalist, broadcasting",Healthcare,Decreasing,High,124965.79,Bachelor’s Degree,14,5145,1809,79.26,79.73,UK,63.97
Higher education lecturer,Retail,Increasing,Moderate,84455.16,Master’s Degree,14,1243,103,53.91,19.76,China,69.53
Medical illustrator,IT,Decreasing,High,41439.91,PhD,14,2481,1553,68.65,98.52,Australia,42.98
Ship broker,IT,Decreasing,Moderate,124058.22,Associate Degree,14,1093,7818,17.91,52.83,Canada,67.35
Environmental manager,Finance,Increasing,High,148579.54,Master’s Degree,10,9829,4355,61.46,47.86,Germany,69.78
Building control surveyor,Entertainment,Decreasing,Moderate,51266.59,Associate Degree,3,6452,4130,72.5,41.04,UK,54.97
"Administrator, charities/voluntary organisations",Manufacturing,Increasing,High,111998.07,Bachelor’s Degree,19,7242,991,30.04,16.02,USA,52.97
Corporate investment banker,Transportation,Increasing,High,143962.2,PhD,13,2593,330,24.77,22.3,Canada,54.8
Bonds trader,Healthcare,Decreasing,High,96316.84,Associate Degree,11,2347,7800,83.61,37.33,USA,67.07
Broadcast presenter,Finance,Decreasing,Moderate,130002.13,Master’s Degree,10,6984,8102,11.89,75.77,Germany,69.46
Market researcher,Retail,Increasing,High,146718.32,Master’s Degree,14,8229,8561,61.63,40.29,USA,55.13
Associate Professor,Transportation,Decreasing,Moderate,115795.45,Bachelor’s Degree,3,133,4988,97.93,64.09,Germany,64.31
Naval architect,Healthcare,Increasing,Low,141504.56,Bachelor’s Degree,15,9187,4925,92.25,46.65,India,74.57
Water engineer,Healthcare,Increasing,Moderate,125731.06,Master’s Degree,9,4397,2356,76.47,76.19,USA,62.06
"Scientist, clinical (histocompatibility and immunogenetics)",Entertainment,Decreasing,Moderate,89766.82,High School,4,1728,4884,14.69,98.23,Brazil,56.48
Lawyer,Healthcare,Decreasing,Moderate,116644.26,Associate Degree,17,1149,4762,47.26,23.21,Brazil,32.44
Press sub,Finance,Decreasing,Low,133072.51,Associate Degree,13,7337,7006,23.66,50.72,Germany,43.76
Fine artist,Entertainment,Increasing,Low,35721.28,Master’s Degree,19,996,5423,97.89,66.91,Germany,75.81
Sub,Finance,Decreasing,Low,144663.13,Associate Degree,14,6069,5869,85.22,6.31,USA,27.01
Naval architect,Retail,Increasing,High,68437.01,Master’s Degree,6,6211,5564,37.63,17.67,Germany,64.97
Aeronautical engineer,Entertainment,Increasing,Moderate,104050.86,Associate Degree,4,3039,9651,71.25,29.88,India,35.2
English as a foreign language teacher,Transportation,Decreasing,High,60007.06,Bachelor’s Degree,12,9030,1306,21.65,1.85,India,22.56
Chief Executive Officer,Manufacturing,Increasing,High,43051.68,PhD,0,6899,3631,72.16,31.82,Brazil,29.2
"Engineer, land",IT,Decreasing,High,136076.64,High School,9,7864,2692,57.74,6.58,Brazil,42.81
Audiological scientist,Entertainment,Decreasing,High,75426.75,PhD,5,7646,5788,19.49,65.21,USA,49.49
Outdoor activities/education manager,Retail,Increasing,Moderate,135416.25,High School,5,3041,4062,40.46,49.29,Canada,78.86
Cabin crew,Education,Increasing,Moderate,33794.99,Associate Degree,17,9615,3967,0.74,21.87,Brazil,72.6
Corporate investment banker,Education,Decreasing,Low,85440.99,Associate Degree,8,7195,5031,84.71,57.57,China,38.04
Microbiologist,IT,Decreasing,High,126053.43,High School,16,9274,4406,19.27,25.93,Germany,20.19
Logistics and distribution manager,Finance,Decreasing,Moderate,58244.81,PhD,20,4647,6957,74.5,87.0,India,72.16
Tourist information centre manager,Manufacturing,Decreasing,Low,60588.52,High School,2,5875,2592,26.72,95.01,UK,59.3
Barista,Finance,Increasing,High,106716.87,Associate Degree,7,492,8189,0.65,22.42,Brazil,43.61
Medical technical officer,IT,Increasing,High,88335.62,Master’s Degree,9,8432,610,57.18,77.91,China,55.06
"Therapist, sports",Education,Decreasing,Moderate,76378.11,Associate Degree,18,7318,1785,22.75,33.64,Australia,53.84
Applications developer,Entertainment,Increasing,Low,54665.69,High School,19,5660,6292,79.59,6.93,USA,73.02
"Engineer, civil (consulting)",Education,Decreasing,High,140512.2,Bachelor’s Degree,20,5419,5811,25.45,94.51,USA,59.27
Lobbyist,Transportation,Increasing,Moderate,134279.66,High School,19,3861,4488,87.55,65.85,Australia,49.16
Learning disability nurse,Retail,Decreasing,High,127193.1,High School,7,3982,3970,92.66,18.45,USA,57.72
Chartered public finance accountant,Finance,Decreasing,High,97056.89,High School,13,990,6465,81.59,36.67,Germany,43.68
"Engineer, civil (contracting)",Healthcare,Increasing,Moderate,48283.42,Associate Degree,20,7184,7580,91.64,69.72,Germany,42.54
"Accountant, chartered",Transportation,Decreasing,Low,108724.32,Master’s Degree,8,7781,4559,70.77,94.04,Brazil,35.42
Warehouse manager,Healthcare,Decreasing,Low,137903.29,PhD,10,6727,4636,6.41,36.42,UK,63.88
Private music teacher,Retail,Decreasing,Low,45103.01,Bachelor’s Degree,10,3347,668,60.25,39.35,Brazil,47.51
Occupational therapist,Education,Decreasing,Low,141177.37,PhD,5,1219,3108,51.34,1.49,Brazil,58.8
Audiological scientist,Transportation,Increasing,Moderate,75548.51,Bachelor’s Degree,14,6601,5463,40.07,40.39,India,60.49
"Production designer, theatre/television/film",Healthcare,Increasing,Low,93175.42,Associate Degree,3,4194,4527,59.89,25.83,China,20.2
Field trials officer,Education,Increasing,Moderate,127848.26,Master’s Degree,17,9275,5132,20.4,23.05,China,72.25
Air traffic controller,Retail,Decreasing,Moderate,112588.59,Master’s Degree,10,704,6108,50.65,27.75,China,76.9
Cabin crew,Entertainment,Increasing,High,137445.33,Bachelor’s Degree,3,6284,6377,33.92,50.13,Australia,75.56
Neurosurgeon,IT,Increasing,Moderate,45651.03,PhD,13,1534,5828,1.92,50.83,China,40.57
Wellsite geologist,Entertainment,Increasing,Low,137436.36,PhD,20,7414,3000,72.07,41.55,USA,52.21
"Psychologist, counselling",Transportation,Increasing,High,38399.99,High School,1,9118,760,42.1,67.32,Brazil,78.88
Clothing/textile technologist,Transportation,Increasing,Low,120855.4,Bachelor’s Degree,7,6035,3829,41.32,49.88,Germany,35.28
Civil Service administrator,Entertainment,Increasing,Low,47992.15,Associate Degree,20,3012,235,74.48,64.34,India,72.34
Rural practice surveyor,Retail,Decreasing,High,64029.99,Bachelor’s Degree,13,8482,3728,52.15,14.17,UK,75.71
Ranger/warden,Entertainment,Decreasing,Moderate,129562.34,PhD,15,1144,1573,60.03,36.38,India,31.18
Farm manager,Education,Increasing,Low,137147.36,PhD,5,6296,5154,42.53,48.75,Brazil,61.17
"Engineer, maintenance",Transportation,Increasing,High,94882.66,Bachelor’s Degree,5,2225,378,32.38,70.82,Canada,53.97
Midwife,Manufacturing,Decreasing,High,103920.64,Master’s Degree,0,6790,7144,14.03,81.85,India,57.99
Bookseller,Retail,Decreasing,High,85185.88,High School,16,8100,5245,47.84,90.88,Brazil,33.94
"Engineer, manufacturing systems",Education,Increasing,Moderate,134161.07,Master’s Degree,5,6135,2056,88.37,72.54,UK,77.32
Mudlogger,Entertainment,Decreasing,Moderate,59152.33,High School,13,9282,8966,92.7,75.98,Australia,23.52
Arboriculturist,Retail,Decreasing,Moderate,112007.48,Associate Degree,14,2195,453,29.9,37.47,China,29.05
Records manager,Entertainment,Decreasing,Low,136871.38,Bachelor’s Degree,15,7416,2469,81.09,24.68,China,35.16
Television production assistant,Education,Decreasing,Moderate,77141.83,Associate Degree,5,4574,1540,56.04,73.35,China,24.71
"Surveyor, building",Finance,Decreasing,Moderate,43828.01,High School,19,6330,2677,19.64,20.69,India,42.14
"Research officer, political party",Transportation,Increasing,Moderate,142037.22,High School,18,7539,972,76.26,27.41,Brazil,39.69
Herbalist,Manufacturing,Decreasing,Moderate,109245.13,Master’s Degree,8,4685,5123,0.49,57.47,Germany,70.63
Manufacturing systems engineer,IT,Increasing,Moderate,31389.96,High School,18,3515,6830,56.27,61.68,Australia,58.04
Applications developer,Education,Decreasing,High,49275.14,Associate Degree,8,5326,8441,0.5,29.2,Canada,70.55
Records manager,Retail,Increasing,Low,80497.13,Associate Degree,16,4341,648,84.54,17.41,Germany,44.99
Minerals surveyor,Manufacturing,Decreasing,Moderate,110402.72,PhD,18,4056,7808,0.07,20.24,Australia,45.71
Child psychotherapist,Entertainment,Decreasing,Low,60527.28,High School,1,3418,2915,55.11,0.26,USA,25.34
Health visitor,Education,Increasing,High,86318.01,High School,2,385,4404,24.18,58.52,USA,58.76
"Social research officer, government",Retail,Decreasing,High,35151.26,PhD,2,5922,5057,4.19,66.4,Canada,60.68
Minerals surveyor,Education,Increasing,High,50704.18,PhD,8,9717,2783,6.21,10.75,USA,77.61
Retail merchandiser,Manufacturing,Increasing,Low,91850.51,Bachelor’s Degree,2,3541,8314,36.35,31.73,Brazil,28.36
"Teacher, special educational needs",IT,Decreasing,Moderate,77313.87,Associate Degree,10,5144,9308,85.56,53.54,Brazil,22.66
Environmental consultant,Education,Increasing,Moderate,83388.89,Associate Degree,19,6497,7254,95.17,96.58,Canada,41.92
Agricultural consultant,Education,Decreasing,Moderate,49840.6,PhD,3,2511,1154,45.62,63.43,UK,75.95
Translator,Education,Increasing,High,80901.46,Bachelor’s Degree,18,5708,3043,57.13,44.66,Canada,49.01
Microbiologist,Education,Increasing,High,53879.57,Master’s Degree,15,1916,242,58.4,71.06,Canada,24.92
"Librarian, public",Healthcare,Decreasing,Low,48952.38,Associate Degree,8,1311,8863,77.85,12.43,Australia,29.39
"Administrator, education",Entertainment,Increasing,Low,101214.95,Associate Degree,9,4617,8974,33.58,59.73,USA,26.37
Theatre stage manager,Retail,Increasing,Moderate,80709.65,PhD,11,9720,9487,17.04,7.74,USA,33.15
"Nurse, children's",Manufacturing,Increasing,Moderate,102824.95,PhD,8,5098,6776,43.75,78.91,UK,23.53
"Engineer, building services",Entertainment,Decreasing,High,80582.83,Master’s Degree,7,2029,1421,48.49,20.79,UK,35.88
"Pilot, airline",Healthcare,Decreasing,High,113915.54,Associate Degree,14,6488,9205,45.67,96.22,Canada,61.24
Forensic scientist,Healthcare,Decreasing,Low,73610.07,Bachelor’s Degree,12,1870,1487,9.43,32.79,Germany,46.08
"Administrator, arts",Retail,Increasing,Low,104704.76,PhD,5,5919,2505,68.96,16.97,Australia,72.04
"Investment banker, operational",Education,Decreasing,High,76325.72,High School,6,5665,5049,38.97,49.47,UK,21.48
Risk manager,Healthcare,Increasing,Low,102460.98,Associate Degree,9,3664,4304,18.68,54.19,India,34.75
Manufacturing engineer,Healthcare,Decreasing,Low,114562.22,Master’s Degree,14,2328,2610,55.32,93.26,Australia,71.4
Computer games developer,Transportation,Decreasing,Moderate,64908.93,Associate Degree,3,3752,2296,93.5,8.3,Brazil,38.99
Chief Marketing Officer,Manufacturing,Decreasing,Moderate,110482.62,Associate Degree,2,3073,4987,32.82,66.07,Canada,38.03
Geographical information systems officer,Entertainment,Increasing,Moderate,82921.19,Bachelor’s Degree,16,3027,5114,11.55,87.18,USA,49.24
Learning disability nurse,Transportation,Increasing,High,101860.18,Associate Degree,14,1857,4137,37.06,31.41,China,30.55
Sports administrator,Education,Decreasing,Low,98328.75,Master’s Degree,16,8879,1127,56.46,31.87,UK,67.84
Photographer,Finance,Decreasing,Moderate,119455.16,PhD,2,8035,2570,31.58,81.78,Canada,68.31
Economist,IT,Decreasing,High,126771.09,Master’s Degree,18,5832,9819,38.15,13.8,Australia,72.16
"Engineer, mining",Manufacturing,Increasing,High,123782.26,PhD,11,3359,7049,96.94,69.24,India,34.98
Farm manager,Education,Decreasing,High,143741.81,High School,16,6264,2546,52.77,31.09,China,46.32
"Designer, textile",Transportation,Increasing,Low,35687.9,High School,16,9134,714,89.1,59.06,Germany,58.05
Careers adviser,Transportation,Decreasing,Moderate,77776.0,Associate Degree,6,1679,9528,19.64,21.2,Brazil,77.66
Science writer,IT,Increasing,Low,33572.43,High School,7,7749,9168,67.27,60.31,India,24.33
"Production assistant, radio",Entertainment,Increasing,Moderate,122458.88,Associate Degree,20,4545,2555,40.7,73.54,UK,59.21
"Doctor, general practice",Finance,Decreasing,High,72726.5,High School,15,2770,3777,54.58,76.19,Australia,34.43
"Biochemist, clinical",IT,Decreasing,Moderate,70122.33,Bachelor’s Degree,8,9035,7918,75.5,36.75,USA,44.64
Electronics engineer,Transportation,Increasing,Moderate,60980.82,Associate Degree,13,2955,2214,53.32,19.66,Germany,75.23
Hydrogeologist,Finance,Increasing,Low,100475.23,Master’s Degree,0,2078,2399,72.32,94.32,India,64.68
Visual merchandiser,Entertainment,Decreasing,High,108215.19,Master’s Degree,12,6851,2585,29.01,10.51,Germany,23.88
"Engineer, control and instrumentation",Finance,Decreasing,Low,34701.68,Master’s Degree,13,4404,3932,26.34,14.44,Germany,50.14
Magazine journalist,IT,Increasing,Moderate,143876.39,Bachelor’s Degree,12,4502,3250,75.86,11.93,Brazil,54.26
Financial manager,Transportation,Increasing,Low,109157.33,Associate Degree,17,6937,695,48.1,81.2,China,54.73
"Surveyor, quantity",Entertainment,Increasing,Moderate,72689.16,Master’s Degree,10,2213,8494,7.24,18.43,India,23.08
IT consultant,Manufacturing,Increasing,Low,113812.31,Master’s Degree,20,127,6858,20.7,77.96,USA,26.55
"Engineer, maintenance",Entertainment,Decreasing,Low,118784.16,Master’s Degree,7,4232,2472,22.35,46.42,China,20.4
"Engineer, broadcasting (operations)",IT,Increasing,High,123788.16,Associate Degree,10,1226,6351,99.29,63.1,Canada,40.71
Magazine journalist,Retail,Increasing,Moderate,108911.09,Associate Degree,1,7264,1157,5.22,10.2,Australia,76.51
Speech and language therapist,Transportation,Increasing,Low,53288.11,High School,8,9711,6755,36.61,99.77,India,72.07
Water quality scientist,Manufacturing,Decreasing,High,92586.86,Bachelor’s Degree,11,6107,7165,79.99,7.9,USA,52.5
Financial controller,IT,Decreasing,High,33718.83,PhD,17,2928,9684,45.01,62.43,UK,57.06
"Education officer, community",Retail,Decreasing,High,133058.83,Associate Degree,5,6826,8769,62.16,57.79,USA,38.68
"Research officer, government",IT,Increasing,High,56408.65,PhD,19,3309,3292,71.94,6.97,Brazil,61.38
"Engineer, land",Entertainment,Decreasing,Low,63551.08,PhD,0,5834,6708,94.32,35.38,USA,62.65
Architect,Manufacturing,Increasing,Moderate,41630.91,High School,5,6831,7148,16.05,43.08,USA,51.32
"Conservation officer, historic buildings",Education,Increasing,Low,133924.94,Associate Degree,1,481,2592,62.22,4.93,China,73.69
"Scientist, research (medical)",IT,Decreasing,Moderate,31856.34,Bachelor’s Degree,2,7537,3413,54.79,10.33,India,52.58
Personal assistant,Finance,Decreasing,Moderate,106887.16,Associate Degree,9,645,3244,12.69,82.51,Germany,38.42
Air traffic controller,Transportation,Decreasing,Moderate,77348.73,Associate Degree,12,3018,3001,62.14,80.01,India,78.18
Land,IT,Increasing,Moderate,71544.37,High School,16,4926,6494,88.34,43.82,UK,66.16
"Teacher, primary school",Healthcare,Increasing,Low,39706.47,PhD,9,5762,8095,92.69,41.05,Germany,43.0
Personal assistant,Manufacturing,Increasing,Moderate,125871.28,Master’s Degree,18,8308,1810,52.45,24.13,Germany,60.32
Software engineer,Healthcare,Increasing,Low,112106.2,Bachelor’s Degree,9,7016,1138,76.31,1.35,India,71.61
"Pharmacist, community",IT,Increasing,Moderate,68511.66,Bachelor’s Degree,15,4019,1849,43.64,39.65,Germany,39.34
Lexicographer,Finance,Decreasing,High,80190.73,Master’s Degree,19,2467,8413,10.3,43.23,USA,30.11
Speech and language therapist,Transportation,Decreasing,Moderate,131668.94,Bachelor’s Degree,13,4634,7647,55.59,35.03,India,71.18
Race relations officer,Retail,Increasing,Low,122949.39,Associate Degree,10,3903,1224,17.43,4.4,Brazil,23.69
"Production assistant, radio",Retail,Increasing,Low,34233.93,Associate Degree,18,408,1641,50.64,95.21,Australia,34.37
Oncologist,Healthcare,Increasing,High,83999.38,Associate Degree,15,9565,6860,65.16,75.09,India,59.77
Dietitian,Healthcare,Decreasing,Low,90297.42,PhD,16,2038,305,49.9,28.58,Brazil,33.47
Press photographer,IT,Decreasing,Moderate,130572.69,Master’s Degree,8,9957,8296,62.28,15.07,USA,69.87
Estate manager/land agent,Retail,Decreasing,Moderate,40788.44,PhD,4,4219,5787,89.62,39.83,Germany,29.9
"Lighting technician, broadcasting/film/video",Healthcare,Decreasing,Moderate,130819.47,Associate Degree,12,5563,856,18.34,54.22,Canada,27.32
Agricultural consultant,IT,Increasing,Moderate,70222.29,High School,2,1724,138,37.81,29.41,Canada,41.18
"Psychologist, sport and exercise",Healthcare,Increasing,Moderate,78753.52,Associate Degree,1,2969,3188,42.74,53.18,Germany,41.4
Civil Service fast streamer,Finance,Increasing,High,125388.53,Bachelor’s Degree,6,420,6075,85.38,96.06,Canada,37.7
"Loss adjuster, chartered",Retail,Increasing,Moderate,136771.98,Bachelor’s Degree,18,8479,8771,19.25,66.42,USA,52.9
Leisure centre manager,IT,Increasing,High,111903.02,Master’s Degree,20,6252,8169,39.16,6.88,Australia,64.28
Dealer,Transportation,Decreasing,Low,52251.84,High School,4,3307,1857,36.04,1.58,Canada,78.19
Optometrist,Retail,Decreasing,Moderate,68241.17,Master’s Degree,1,5664,4530,62.45,50.06,Australia,30.75
Financial risk analyst,Entertainment,Increasing,Moderate,108238.45,Associate Degree,5,4796,7382,20.63,50.48,USA,58.88
Architectural technologist,Education,Decreasing,High,61730.48,PhD,0,8688,5790,47.24,85.76,Canada,36.64
Magazine journalist,Education,Increasing,High,87609.84,Associate Degree,4,4939,2972,65.1,17.53,Australia,55.28
Illustrator,Retail,Decreasing,Moderate,30447.04,PhD,17,9353,3951,91.73,47.8,China,60.23
Emergency planning/management officer,Manufacturing,Decreasing,High,58927.06,Master’s Degree,11,3212,7611,89.23,84.79,Canada,74.57
Logistics and distribution manager,IT,Increasing,Low,105347.46,PhD,3,8927,8769,52.89,83.75,China,47.16
Economist,Manufacturing,Decreasing,High,147444.41,High School,6,5011,4719,33.74,81.18,Germany,21.86
Clinical psychologist,Entertainment,Increasing,High,92513.63,Master’s Degree,3,6380,1566,9.93,28.5,China,55.1
"Engineer, materials",Transportation,Decreasing,Low,43788.31,High School,4,3259,5070,16.43,0.39,Australia,35.76
"Administrator, education",IT,Increasing,Moderate,32877.12,Bachelor’s Degree,16,599,2749,52.08,40.29,USA,48.03
Structural engineer,Finance,Decreasing,Low,87051.62,Associate Degree,8,2760,6184,40.15,47.71,India,50.6
"Engineer, chemical",Healthcare,Increasing,Moderate,77976.73,PhD,14,6232,5963,87.79,86.75,China,55.54
Corporate treasurer,Finance,Decreasing,Moderate,106172.71,PhD,20,6815,8879,9.72,49.38,Australia,67.49
Historic buildings inspector/conservation officer,Finance,Increasing,Low,120669.27,Master’s Degree,9,1307,185,74.59,18.45,India,60.75
"Engineer, agricultural",Manufacturing,Decreasing,Low,96205.75,Master’s Degree,16,1713,3932,26.99,98.43,China,43.75
Energy manager,Finance,Decreasing,Low,132117.82,Bachelor’s Degree,10,4835,568,17.38,73.63,UK,23.95
Surgeon,IT,Decreasing,Low,82656.46,Associate Degree,8,2796,4902,14.97,86.7,USA,66.74
Arts administrator,Manufacturing,Increasing,Moderate,78861.68,Master’s Degree,4,670,9593,33.7,0.88,China,76.63
"Scientist, audiological",Entertainment,Decreasing,Moderate,78294.15,PhD,17,4921,2876,28.08,93.12,India,57.59
Estate agent,Entertainment,Increasing,Moderate,47414.05,Associate Degree,0,1332,7912,35.84,10.24,Canada,73.81
"Embryologist, clinical",IT,Decreasing,High,43777.11,Master’s Degree,4,1768,4212,22.67,9.87,Canada,36.07
Counselling psychologist,Retail,Increasing,Moderate,43122.04,High School,13,3369,7183,54.12,59.4,Canada,71.15
Pension scheme manager,Education,Decreasing,High,55939.64,Bachelor’s Degree,1,1843,9518,43.38,92.04,USA,43.59
Restaurant manager,Education,Increasing,Moderate,90863.51,PhD,3,7674,6668,63.97,96.33,UK,59.51
"Surveyor, quantity",Transportation,Decreasing,Moderate,58068.54,Master’s Degree,12,3313,147,13.54,67.42,Brazil,43.72
Clinical psychologist,Entertainment,Increasing,High,149538.73,Associate Degree,14,4874,8765,22.42,33.97,Australia,52.33
"Geologist, wellsite",Transportation,Decreasing,Moderate,102495.83,Associate Degree,8,5016,9077,42.73,20.19,India,75.61
Chartered management accountant,Manufacturing,Decreasing,Moderate,108124.51,PhD,3,358,1638,34.22,96.5,USA,41.87
"Engineer, electrical",Education,Decreasing,Low,115910.92,Master’s Degree,17,3927,2598,55.14,40.23,China,66.4
"Engineer, maintenance",Retail,Decreasing,Low,118216.89,Bachelor’s Degree,17,1642,153,62.34,67.08,Canada,71.38
Clinical psychologist,IT,Decreasing,Low,76106.02,PhD,15,4515,9210,67.78,60.81,USA,42.99
Ceramics designer,Transportation,Decreasing,High,119530.77,PhD,2,8991,9097,46.83,45.86,Australia,39.35
Research scientist (physical sciences),Manufacturing,Increasing,High,82715.41,Associate Degree,18,2839,1282,87.95,48.2,India,60.44
"Sound technician, broadcasting/film/video",Transportation,Increasing,High,142021.16,Master’s Degree,0,4954,4635,91.49,37.1,Germany,74.03
Art gallery manager,IT,Increasing,Moderate,84553.58,Bachelor’s Degree,3,2166,2765,81.65,94.62,China,42.84
Arboriculturist,IT,Increasing,Low,103729.65,Associate Degree,10,2623,6244,37.85,79.54,USA,76.6
"Therapist, occupational",Healthcare,Decreasing,Moderate,43055.34,Associate Degree,0,9088,8693,19.25,72.55,India,41.04
Air broker,Healthcare,Decreasing,High,100561.05,High School,12,1791,9964,51.22,11.79,Australia,52.27
Insurance account manager,Education,Increasing,Moderate,35736.79,Bachelor’s Degree,14,3881,1269,82.44,85.98,UK,47.23
Architectural technologist,IT,Increasing,Low,140865.96,Associate Degree,3,6293,4701,50.82,71.11,Germany,39.63
"Engineer, control and instrumentation",Transportation,Decreasing,Low,31939.87,Bachelor’s Degree,20,9437,2481,72.9,0.59,India,46.9
Data processing manager,Manufacturing,Increasing,Moderate,97350.21,Bachelor’s Degree,3,156,9040,85.77,65.49,USA,77.05
Dealer,Transportation,Increasing,High,117929.61,Bachelor’s Degree,1,8863,4464,81.37,1.61,USA,61.21
Copy,Healthcare,Decreasing,Low,118425.97,Bachelor’s Degree,13,1145,2532,32.3,52.94,Australia,25.12
"Administrator, education",IT,Increasing,High,114454.36,Bachelor’s Degree,7,8711,8004,36.55,23.76,USA,46.69
Structural engineer,Finance,Decreasing,Moderate,86834.72,Master’s Degree,11,3182,6054,29.25,52.28,Germany,21.91
Medical physicist,Healthcare,Increasing,High,125669.29,High School,3,9108,514,38.99,26.97,Germany,29.1
"Teacher, adult education",Entertainment,Decreasing,Moderate,113446.92,Bachelor’s Degree,18,9741,206,54.89,99.97,India,25.42
Mudlogger,Retail,Increasing,High,111753.3,Associate Degree,19,8061,3600,78.42,70.2,Brazil,50.99
"Engineer, control and instrumentation",Healthcare,Decreasing,Moderate,100771.07,PhD,14,1226,2045,85.8,44.73,Canada,57.35
Secretary/administrator,Retail,Decreasing,Moderate,100988.68,Bachelor’s Degree,7,7699,9911,35.71,9.65,China,58.25
"Engineer, structural",Manufacturing,Increasing,Low,101872.44,Master’s Degree,20,8367,2924,52.96,25.39,Australia,40.78
Air traffic controller,Finance,Decreasing,High,94672.84,High School,15,9177,7494,49.63,43.98,Brazil,76.9
Event organiser,Education,Decreasing,High,50496.1,Associate Degree,17,1119,1047,61.2,12.58,Brazil,66.27
Investment analyst,IT,Decreasing,High,44353.87,Associate Degree,16,6066,4143,20.37,99.85,Brazil,61.29
Research scientist (physical sciences),Finance,Decreasing,High,133930.69,Bachelor’s Degree,16,3548,9106,6.5,36.99,China,61.52
Tree surgeon,Manufacturing,Decreasing,High,107429.83,Associate Degree,2,3753,9287,92.77,62.13,Australia,44.12
Transport planner,Healthcare,Decreasing,High,113488.08,Associate Degree,20,8875,7106,58.52,5.22,Brazil,46.28
Seismic interpreter,Entertainment,Increasing,High,74739.82,Bachelor’s Degree,2,5856,2375,11.33,89.25,Canada,59.21
Psychiatric nurse,Education,Decreasing,Moderate,109928.78,High School,13,7012,4388,16.92,85.9,Australia,37.1
Furniture designer,Healthcare,Increasing,Moderate,75956.57,Associate Degree,10,9448,3003,79.4,24.54,Brazil,38.07
"Pharmacist, hospital",Entertainment,Decreasing,High,77837.95,Bachelor’s Degree,2,8564,8226,89.26,93.07,Canada,51.68
"Therapist, nutritional",Entertainment,Increasing,Low,85260.84,Master’s Degree,16,342,9385,10.0,70.68,USA,54.28
Community development worker,Finance,Increasing,High,42809.31,Bachelor’s Degree,11,6712,3156,57.45,83.76,Canada,21.87
"Clinical scientist, histocompatibility and immunogenetics",IT,Decreasing,Moderate,70083.56,Associate Degree,2,7492,2900,62.49,35.8,UK,73.34
Animal technologist,Entertainment,Decreasing,High,124798.94,PhD,19,2308,9121,19.67,85.44,Canada,29.38
Emergency planning/management officer,Manufacturing,Decreasing,Moderate,42928.14,Bachelor’s Degree,15,9301,5668,17.07,65.09,Canada,50.0
"Development worker, international aid",Retail,Increasing,Low,130733.27,Bachelor’s Degree,7,6850,6812,71.68,87.02,China,53.58
Sales executive,Finance,Increasing,High,79054.24,PhD,14,8886,2654,38.87,90.71,Brazil,41.91
Technical author,IT,Increasing,Low,85060.01,Associate Degree,13,365,1871,46.88,32.68,Brazil,39.07
"Scientist, forensic",Manufacturing,Increasing,Low,52752.6,High School,1,4841,974,18.66,47.3,Brazil,45.62
"Engineer, agricultural",Finance,Increasing,Low,61837.08,PhD,7,1223,4238,16.72,32.11,UK,52.69
Communications engineer,Retail,Decreasing,High,122179.67,PhD,19,2425,4619,96.8,55.11,Germany,77.27
Barista,Finance,Decreasing,Low,49582.6,Bachelor’s Degree,12,6803,9485,41.59,28.85,USA,52.84
Recycling officer,Education,Decreasing,Moderate,47232.29,PhD,4,9883,7393,66.85,99.3,India,74.88
Holiday representative,Education,Decreasing,Low,125681.38,Master’s Degree,9,8587,9200,49.34,0.78,USA,60.88
"Engineer, maintenance (IT)",Transportation,Decreasing,Moderate,74366.05,Master’s Degree,13,7938,4367,76.8,9.16,USA,30.12
Nature conservation officer,IT,Decreasing,High,80275.02,PhD,0,5885,5643,63.04,60.61,China,31.67
"Therapist, sports",Retail,Increasing,Moderate,142517.44,Master’s Degree,3,8095,7135,12.95,44.4,China,42.14
Conference centre manager,IT,Decreasing,High,140592.41,High School,1,2132,321,93.48,58.66,Germany,75.49
Video editor,Healthcare,Increasing,High,129577.1,Master’s Degree,18,8152,4415,17.92,51.6,India,39.15
"Civil engineer, consulting",Entertainment,Decreasing,Low,81977.53,Associate Degree,14,2774,7434,57.79,47.35,China,74.52
Counselling psychologist,Entertainment,Decreasing,High,88028.39,Bachelor’s Degree,12,9735,8271,11.15,36.51,Brazil,26.05
Dancer,Transportation,Decreasing,High,139726.03,PhD,2,8635,6101,35.96,13.57,India,43.7
IT consultant,Education,Decreasing,High,64048.37,Associate Degree,8,9695,5717,70.3,36.19,Brazil,64.88
Sport and exercise psychologist,IT,Decreasing,Low,31541.69,Bachelor’s Degree,16,487,4043,85.53,48.3,Brazil,47.14
Microbiologist,Manufacturing,Decreasing,High,138749.78,Bachelor’s Degree,9,3940,5778,71.27,45.73,China,33.47
Farm manager,Education,Increasing,Low,106525.83,Bachelor’s Degree,14,5267,1492,50.83,49.8,China,24.48
"Psychologist, forensic",Education,Increasing,Moderate,49767.39,PhD,15,3618,5359,24.0,50.31,UK,50.54
"Engineer, maintenance",Retail,Decreasing,High,133125.02,Master’s Degree,1,2117,4758,27.31,82.14,Canada,42.58
Electrical engineer,IT,Decreasing,High,61494.18,Master’s Degree,8,4517,1640,73.53,69.72,UK,61.83
Occupational hygienist,Transportation,Increasing,Moderate,124809.5,PhD,18,891,581,47.25,10.18,India,41.83
Environmental education officer,Finance,Decreasing,Moderate,107505.75,Master’s Degree,2,3696,8614,45.97,88.24,China,59.25
Meteorologist,Transportation,Increasing,Moderate,62680.2,High School,10,489,7738,7.91,62.9,UK,24.63
Nature conservation officer,Transportation,Decreasing,Low,90134.02,PhD,11,7292,5364,98.97,78.3,USA,57.08
"Teacher, primary school",Healthcare,Decreasing,High,121347.21,Master’s Degree,9,7311,4973,89.03,2.45,Canada,69.14
"Journalist, newspaper",IT,Increasing,Low,109119.94,Master’s Degree,0,2730,9120,7.47,81.64,Canada,72.36
"Scientist, biomedical",Entertainment,Increasing,Low,63901.04,Bachelor’s Degree,5,7449,1137,16.86,28.41,UK,48.99
"Designer, fashion/clothing",Manufacturing,Increasing,Moderate,94079.8,PhD,19,6029,1197,82.66,50.97,Canada,29.42
"Editor, commissioning",IT,Increasing,Low,135734.86,PhD,5,4050,4294,88.75,36.9,Germany,32.44
Astronomer,Healthcare,Increasing,Moderate,148616.5,Master’s Degree,6,3830,6112,90.65,98.65,USA,61.9
Ceramics designer,Manufacturing,Decreasing,High,106079.53,Master’s Degree,18,9307,4357,92.3,84.61,Canada,43.24
Manufacturing engineer,Transportation,Increasing,High,42556.09,Associate Degree,4,6043,5479,84.21,91.49,USA,58.69
Trade mark attorney,Entertainment,Decreasing,Moderate,135982.79,Bachelor’s Degree,17,8658,754,34.57,57.39,India,31.85
Immigration officer,Entertainment,Decreasing,High,99345.7,Bachelor’s Degree,12,6234,6384,80.09,13.87,Brazil,44.7
"Engineer, materials",Transportation,Decreasing,High,101636.62,Associate Degree,8,3687,5881,84.1,34.87,China,45.15
"Designer, multimedia",Retail,Increasing,Low,99176.39,Bachelor’s Degree,4,7485,6401,30.21,89.29,India,70.47
"Surveyor, rural practice",Manufacturing,Increasing,High,68288.97,High School,7,5032,1033,66.98,63.23,China,57.76
Travel agency manager,Education,Increasing,Moderate,52629.5,Bachelor’s Degree,6,5730,7210,23.37,14.25,USA,34.3
Charity fundraiser,Education,Decreasing,High,66911.29,PhD,6,551,8026,4.86,1.37,Canada,26.68
"Presenter, broadcasting",Entertainment,Increasing,Low,52348.19,Master’s Degree,17,7777,1427,41.78,55.65,Australia,31.09
Commercial art gallery manager,Healthcare,Increasing,High,133818.09,High School,12,2002,5490,88.57,61.43,Australia,78.53
Careers information officer,IT,Increasing,High,98170.07,PhD,10,5375,6457,1.37,25.41,Australia,33.94
Landscape architect,Finance,Decreasing,High,122858.61,Master’s Degree,3,407,3331,50.52,67.26,Canada,30.45
IT consultant,Manufacturing,Decreasing,Low,128150.71,Master’s Degree,0,2158,5101,55.85,93.29,Germany,49.69
Homeopath,Finance,Increasing,Low,57192.76,Master’s Degree,13,3507,1995,54.63,80.91,Australia,64.55
Retail buyer,Manufacturing,Decreasing,Moderate,52539.33,High School,13,2471,9350,7.72,30.33,China,57.91
Mental health nurse,Education,Increasing,Moderate,148786.47,Associate Degree,18,4623,3889,44.37,64.51,UK,41.59
Curator,Manufacturing,Decreasing,Moderate,49295.69,High School,4,8959,9784,17.26,42.84,UK,43.62
Museum/gallery exhibitions officer,Entertainment,Decreasing,High,111009.54,High School,2,1292,9988,55.06,72.33,India,60.28
Environmental health practitioner,IT,Decreasing,High,116002.52,Bachelor’s Degree,14,2406,744,46.22,17.22,India,39.0
Environmental consultant,Finance,Decreasing,Moderate,62550.71,Bachelor’s Degree,5,8068,8870,5.5,23.67,Canada,47.05
Product designer,Education,Decreasing,High,77395.0,PhD,13,7474,1933,53.66,51.44,Australia,53.66
Technical sales engineer,Finance,Decreasing,Low,39948.99,Master’s Degree,17,163,3410,22.12,89.39,China,59.79
Investment analyst,Transportation,Decreasing,High,35731.54,Bachelor’s Degree,17,5408,2406,78.87,88.13,Canada,23.96
Claims inspector/assessor,Retail,Increasing,Moderate,95182.51,Bachelor’s Degree,11,998,6646,16.82,16.49,UK,55.5
Licensed conveyancer,IT,Increasing,Low,149588.19,Bachelor’s Degree,0,3455,910,79.61,18.85,USA,36.4
Herbalist,Healthcare,Increasing,High,137137.74,High School,7,8088,6904,30.82,95.61,Australia,43.12
Medical laboratory scientific officer,Healthcare,Increasing,Low,70734.48,Bachelor’s Degree,5,6822,3907,60.84,77.33,Brazil,48.26
"Surveyor, quantity",Education,Increasing,Low,105714.89,Associate Degree,20,8352,3214,54.33,13.95,Germany,20.71
Cabin crew,Entertainment,Increasing,Moderate,67959.74,High School,16,9700,8343,32.05,36.06,Germany,32.11
Immunologist,Transportation,Decreasing,Low,41631.1,Bachelor’s Degree,3,5701,3337,49.85,99.26,USA,43.89
Community arts worker,Entertainment,Increasing,High,105135.41,Associate Degree,10,7115,4921,89.07,83.66,China,70.17
Glass blower/designer,Retail,Decreasing,Low,115021.79,High School,1,240,3707,33.9,68.87,Canada,37.99
Production manager,Retail,Increasing,High,53252.71,Master’s Degree,9,5950,8553,57.33,60.28,Germany,68.12
Associate Professor,IT,Increasing,Moderate,146348.29,High School,3,7806,7494,30.07,27.49,Brazil,39.57
Financial risk analyst,Transportation,Increasing,Low,110729.66,Bachelor’s Degree,1,9513,1717,37.1,71.31,China,33.93
"Teacher, special educational needs",Healthcare,Decreasing,Moderate,66439.27,PhD,20,135,6147,45.06,59.03,India,42.01
Sales promotion account executive,Entertainment,Decreasing,Moderate,132050.13,Bachelor’s Degree,1,3071,1571,50.81,75.31,USA,30.63
Ship broker,Healthcare,Decreasing,Moderate,66181.09,PhD,7,9236,4185,15.21,29.75,USA,56.59
"Teacher, English as a foreign language",Entertainment,Increasing,Low,55703.53,Master’s Degree,14,7586,1687,4.67,61.32,Australia,29.58
"Lighting technician, broadcasting/film/video",Transportation,Increasing,High,45799.24,High School,12,3540,1921,66.09,56.62,China,69.25
Energy manager,Retail,Decreasing,Low,104816.49,Associate Degree,11,8193,9843,12.99,11.8,Brazil,29.25
Television floor manager,IT,Decreasing,Moderate,142993.03,PhD,6,6020,8663,2.53,47.91,UK,56.53
Chiropractor,Manufacturing,Increasing,High,146929.04,Bachelor’s Degree,15,8828,8830,42.4,61.77,Brazil,67.84
Mental health nurse,Manufacturing,Increasing,Moderate,96550.02,Master’s Degree,0,8271,303,19.08,16.87,UK,75.3
Research scientist (medical),Manufacturing,Increasing,Low,55384.57,PhD,8,6339,7492,86.07,24.08,India,62.18
Landscape architect,Transportation,Decreasing,High,38802.96,Bachelor’s Degree,16,1183,4904,76.42,56.33,USA,57.39
Barrister's clerk,Transportation,Increasing,High,104982.64,Associate Degree,18,5700,9892,77.32,16.12,Germany,77.62
IT technical support officer,Manufacturing,Decreasing,High,78566.61,Associate Degree,10,9934,209,84.43,1.34,China,67.52
Meteorologist,Education,Increasing,Moderate,51141.99,Bachelor’s Degree,15,3339,6314,80.38,76.04,Australia,21.44
Tree surgeon,Finance,Increasing,Moderate,127584.76,Associate Degree,13,2380,5938,13.2,33.71,Brazil,73.64
Community arts worker,Education,Decreasing,Low,138391.69,PhD,9,6775,9847,60.27,81.33,China,20.59
"Designer, jewellery",Finance,Decreasing,High,114353.11,Master’s Degree,7,4368,8847,50.31,81.37,Canada,25.58
Psychiatric nurse,Education,Decreasing,Low,50535.43,PhD,3,8529,8590,81.73,55.55,India,64.2
Writer,Entertainment,Decreasing,High,70271.08,Associate Degree,11,3902,7409,73.28,92.22,Germany,43.16
Audiological scientist,Entertainment,Decreasing,High,84055.94,Associate Degree,18,4289,6784,75.91,82.21,Canada,66.79
"Accountant, chartered management",Education,Decreasing,Moderate,49839.45,Associate Degree,20,6073,6979,96.94,5.41,Australia,71.69
Rural practice surveyor,Retail,Decreasing,Moderate,30384.65,High School,8,2924,8908,16.15,60.7,Germany,42.31
"Engineer, broadcasting (operations)",Entertainment,Increasing,Moderate,132699.69,Bachelor’s Degree,12,3716,3995,43.98,37.47,Germany,44.44
Clinical molecular geneticist,Manufacturing,Decreasing,Moderate,66035.89,Bachelor’s Degree,1,9832,4875,88.96,32.92,Brazil,64.81
"Horticulturist, amenity",Education,Increasing,Moderate,63495.69,Bachelor’s Degree,9,2946,4090,56.74,35.27,Canada,57.31
"Nurse, adult",Finance,Increasing,Moderate,45392.94,Bachelor’s Degree,16,4858,657,37.29,0.41,Brazil,33.71
Site engineer,Retail,Increasing,Moderate,111782.82,Associate Degree,15,4068,9611,30.79,46.66,India,60.68
"Surveyor, building control",Healthcare,Decreasing,Low,80940.57,PhD,15,6565,8032,11.51,52.42,Canada,49.23
Customer service manager,Education,Decreasing,Moderate,124551.52,Master’s Degree,4,7960,8779,95.91,96.81,Brazil,62.84
Electronics engineer,Manufacturing,Increasing,Low,133620.32,Bachelor’s Degree,9,8968,9613,93.51,75.53,Australia,27.28
Armed forces training and education officer,IT,Increasing,Moderate,61016.77,Master’s Degree,18,8985,8324,0.62,23.44,USA,46.94
"Scientist, marine",Transportation,Decreasing,Low,58518.5,PhD,3,1024,8230,19.1,29.75,USA,63.33
Newspaper journalist,Entertainment,Decreasing,Moderate,30259.53,Bachelor’s Degree,8,6903,7034,93.08,31.35,Brazil,23.94
"Therapist, sports",Finance,Decreasing,Low,133588.6,High School,18,8571,2795,34.17,27.36,Brazil,27.18
Magazine journalist,Manufacturing,Increasing,Moderate,136346.56,Associate Degree,3,8657,9213,73.77,22.42,UK,20.66
Database administrator,Finance,Increasing,Moderate,119454.56,Master’s Degree,0,1411,1325,51.82,77.27,India,35.08
Human resources officer,Education,Increasing,Low,74729.47,Associate Degree,18,6620,3317,70.97,39.16,Germany,39.96
Corporate treasurer,Education,Decreasing,Low,41648.35,Bachelor’s Degree,19,3854,542,65.73,0.23,Canada,24.07
Adult guidance worker,Finance,Increasing,High,130837.64,High School,4,2586,6834,22.68,33.1,Brazil,55.5
IT technical support officer,IT,Decreasing,Moderate,57656.91,Associate Degree,9,3154,5696,42.37,14.18,USA,52.75
Hotel manager,Manufacturing,Decreasing,High,74522.86,PhD,20,971,7333,74.3,55.82,Brazil,57.55
Electrical engineer,Retail,Increasing,Moderate,140254.01,Bachelor’s Degree,18,1390,1262,44.53,41.67,UK,37.86
Applications developer,Transportation,Decreasing,High,125377.91,Bachelor’s Degree,17,2235,6128,56.92,80.94,China,57.69
"Surveyor, rural practice",Transportation,Increasing,Moderate,93889.26,Associate Degree,19,923,5561,78.97,79.03,India,38.62
Geophysicist/field seismologist,Manufacturing,Increasing,High,149825.06,PhD,0,4268,2866,78.09,30.43,India,30.04
Psychotherapist,Education,Increasing,Moderate,117365.7,PhD,9,3797,1756,14.33,30.22,USA,74.0
Hydrogeologist,Finance,Increasing,Low,89858.17,Bachelor’s Degree,7,6808,3352,37.24,8.5,Brazil,73.21
Landscape architect,IT,Increasing,High,58151.75,Master’s Degree,19,5047,2748,35.79,79.88,China,51.41
Geographical information systems officer,Manufacturing,Decreasing,Low,73154.77,PhD,18,9387,8243,61.53,6.88,USA,44.09
Analytical chemist,Healthcare,Increasing,Moderate,123601.57,PhD,12,7920,4604,80.87,0.36,Brazil,24.58
Bookseller,IT,Decreasing,High,146534.86,Bachelor’s Degree,11,4023,7859,11.84,64.01,USA,56.15
Location manager,Education,Decreasing,Low,89082.87,Associate Degree,7,3654,5198,20.74,14.32,Germany,39.44
Speech and language therapist,Finance,Decreasing,High,102193.21,Master’s Degree,19,925,8235,44.91,77.03,China,31.26
"Doctor, hospital",Finance,Increasing,High,31343.21,Bachelor’s Degree,15,4360,3132,7.36,50.88,Canada,34.96
"Designer, exhibition/display",Manufacturing,Decreasing,Low,73050.63,PhD,8,4727,7935,85.79,0.24,Brazil,71.24
"Production assistant, television",Transportation,Increasing,Moderate,73135.1,Master’s Degree,12,8932,498,11.49,72.3,Brazil,23.67
Press sub,Manufacturing,Increasing,Low,93625.67,Bachelor’s Degree,8,498,2504,50.81,11.69,Brazil,46.99
Nature conservation officer,Transportation,Decreasing,High,91330.45,PhD,11,5369,2263,43.06,10.98,Germany,24.68
Oncologist,IT,Decreasing,Low,119250.96,Master’s Degree,16,4915,8555,36.8,25.11,Canada,23.77
"Civil engineer, consulting",Manufacturing,Decreasing,High,124671.67,PhD,14,2476,349,33.38,23.97,Brazil,73.99
Clinical research associate,Healthcare,Increasing,Moderate,87734.27,Associate Degree,14,5228,7662,51.76,13.26,Australia,46.76
"Teacher, English as a foreign language",Entertainment,Increasing,Low,44194.85,High School,1,6337,1519,13.04,2.51,USA,49.45
Administrator,Transportation,Decreasing,Low,49547.22,PhD,18,488,1858,58.15,6.84,Canada,51.16
"Scientist, research (life sciences)",Transportation,Increasing,Moderate,66375.57,High School,10,3594,1592,2.87,84.18,Brazil,62.33
Fine artist,Entertainment,Increasing,Moderate,112753.37,Associate Degree,13,5418,2577,5.36,71.22,Australia,77.29
Hydrographic surveyor,Manufacturing,Decreasing,High,95694.53,Master’s Degree,6,471,7718,61.96,31.55,Australia,42.74
"Scientist, marine",IT,Decreasing,Low,59344.15,Associate Degree,6,9839,8797,87.41,61.07,Germany,58.53
Education administrator,Retail,Decreasing,High,82641.43,High School,15,5878,9189,85.19,37.66,India,62.3
Dealer,Healthcare,Decreasing,High,135205.27,PhD,11,7586,3933,67.35,60.72,USA,28.05
Agricultural consultant,Retail,Increasing,Moderate,71205.12,Bachelor’s Degree,4,3376,1600,46.91,31.44,India,60.72
"Engineer, aeronautical",Transportation,Decreasing,High,105028.55,Bachelor’s Degree,13,8817,3488,24.84,39.99,India,60.49
Quality manager,Manufacturing,Decreasing,High,70694.07,Master’s Degree,14,5267,3366,76.09,30.48,Brazil,62.91
"Scientist, physiological",Manufacturing,Decreasing,High,106865.16,Master’s Degree,13,4320,588,80.04,6.6,USA,67.12
Adult guidance worker,Manufacturing,Increasing,High,74473.03,Associate Degree,19,7654,2697,64.64,52.25,Germany,65.84
Purchasing manager,IT,Increasing,High,104464.45,Master’s Degree,7,5955,3402,74.18,85.36,India,75.02
Clinical embryologist,Manufacturing,Increasing,Low,103309.66,Bachelor’s Degree,15,4059,4203,60.16,18.63,USA,30.25
"Research officer, government",Transportation,Increasing,Moderate,140353.53,Bachelor’s Degree,2,2501,2606,42.98,36.02,China,63.76
Radiation protection practitioner,Entertainment,Increasing,Low,40162.5,PhD,5,7126,5400,86.93,7.02,Canada,63.18
Operational investment banker,Entertainment,Decreasing,High,32253.93,Master’s Degree,6,2120,311,58.16,30.2,Australia,59.75
Mudlogger,Manufacturing,Increasing,Moderate,112179.79,PhD,20,8966,2712,78.55,19.18,Brazil,71.11
Lexicographer,Retail,Decreasing,Moderate,67967.85,PhD,10,1885,7876,95.92,94.76,UK,27.27
Airline pilot,IT,Decreasing,Moderate,35433.32,Associate Degree,5,3655,3798,60.71,20.1,China,39.23
Estate agent,Entertainment,Decreasing,Moderate,107707.08,Bachelor’s Degree,6,7404,5904,6.81,23.45,China,27.82
Advertising art director,Manufacturing,Decreasing,Moderate,69621.93,Bachelor’s Degree,20,4640,8623,65.38,57.06,Germany,26.55
Careers information officer,Healthcare,Increasing,High,142490.46,Bachelor’s Degree,7,1452,9143,57.37,30.53,Australia,73.74
"Therapist, horticultural",Finance,Increasing,High,108942.31,Bachelor’s Degree,7,1428,6042,13.96,80.56,China,54.42
Child psychotherapist,Finance,Decreasing,Low,58028.03,Master’s Degree,17,8714,8645,65.4,19.75,UK,67.97
"Designer, textile",Retail,Decreasing,High,121946.53,Associate Degree,6,8325,1118,51.33,82.6,India,31.39
"Surveyor, land/geomatics",Entertainment,Decreasing,High,88237.4,Master’s Degree,19,7974,3797,14.75,72.32,China,43.13
"Therapist, art",Finance,Increasing,High,107936.35,Bachelor’s Degree,16,9895,4465,38.42,37.47,Australia,72.63
"Civil engineer, contracting",IT,Increasing,Low,122915.37,Associate Degree,13,8202,9669,74.05,38.55,Germany,46.06
Legal executive,Education,Increasing,Moderate,114261.01,Associate Degree,4,3825,3771,80.51,53.25,UK,77.22
Visual merchandiser,Transportation,Increasing,Moderate,95229.6,Bachelor’s Degree,10,1838,7193,59.75,37.11,UK,25.23
Armed forces logistics/support/administrative officer,Education,Increasing,Moderate,139254.79,Master’s Degree,9,694,971,62.29,79.89,India,66.6
"Surveyor, rural practice",Retail,Decreasing,High,50472.61,PhD,7,4174,2966,93.93,43.69,Brazil,65.36
Theme park manager,IT,Decreasing,Low,91078.94,PhD,14,7676,2446,35.93,16.53,Canada,72.7
"Psychologist, counselling",Education,Decreasing,Low,105297.33,High School,11,9910,6030,35.37,9.26,USA,30.83
"Accountant, chartered management",Manufacturing,Increasing,Low,109225.93,Bachelor’s Degree,15,6779,4299,67.76,99.29,USA,69.07
Research scientist (life sciences),Education,Decreasing,Moderate,89250.93,High School,8,9724,9284,45.59,46.19,Canada,55.35
"Investment banker, operational",Retail,Decreasing,Moderate,137401.54,High School,8,9153,9240,36.34,88.3,Australia,43.7
Wellsite geologist,Manufacturing,Increasing,High,125775.3,Associate Degree,15,9223,4894,52.9,78.23,China,68.45
Printmaker,Healthcare,Decreasing,Low,111299.5,Associate Degree,17,2652,4913,69.4,1.48,India,48.58
Museum/gallery exhibitions officer,Healthcare,Increasing,Low,65227.53,Associate Degree,18,5582,2957,16.67,52.15,India,42.41
Health promotion specialist,Finance,Increasing,Low,52750.66,High School,12,589,5925,42.51,32.47,India,66.67
Toxicologist,Healthcare,Increasing,Low,75578.37,Bachelor’s Degree,0,3678,4207,9.75,66.46,USA,55.24
"Engineer, production",Transportation,Decreasing,Moderate,138783.72,Bachelor’s Degree,9,312,411,99.95,0.8,Australia,49.14
Drilling engineer,Healthcare,Decreasing,Low,92465.07,Bachelor’s Degree,19,5477,5595,1.91,65.52,Brazil,42.54
Naval architect,Transportation,Increasing,Moderate,46020.27,Master’s Degree,20,723,6409,76.85,18.12,Australia,25.4
"Accountant, chartered",Education,Increasing,Low,60124.46,Associate Degree,4,2153,5872,30.07,89.05,Australia,75.43
Broadcast journalist,Transportation,Decreasing,Moderate,35422.25,PhD,12,9506,8387,23.13,0.41,Australia,49.54
Chief Executive Officer,Retail,Increasing,Low,71963.09,Master’s Degree,18,9346,1978,95.36,77.93,China,72.7
"Therapist, music",IT,Decreasing,High,39889.73,Master’s Degree,0,980,465,6.35,61.32,Australia,21.91
Actor,Retail,Increasing,Moderate,93668.48,Associate Degree,20,2823,6973,5.74,24.17,USA,23.95
Retail buyer,Manufacturing,Increasing,High,131990.36,High School,19,2458,3236,30.37,83.13,Brazil,28.18
Commercial horticulturist,Retail,Increasing,Moderate,140171.61,Master’s Degree,11,605,350,52.18,52.61,India,68.48
Hotel manager,Manufacturing,Increasing,Low,45821.16,Bachelor’s Degree,8,9891,4570,71.08,77.23,Australia,79.69
Field seismologist,Manufacturing,Increasing,Moderate,86650.48,Associate Degree,3,2238,3057,10.02,37.62,UK,36.82
"Exhibitions officer, museum/gallery",Transportation,Decreasing,High,100285.39,Bachelor’s Degree,16,8980,7505,12.42,26.17,UK,67.82
Animator,Transportation,Decreasing,High,112016.18,Associate Degree,18,827,892,70.46,24.57,Australia,76.12
Meteorologist,IT,Increasing,Low,78893.96,High School,10,1855,338,13.18,36.96,Canada,66.38
Social researcher,Entertainment,Increasing,Moderate,58192.9,High School,9,9468,7673,98.56,70.69,UK,25.69
Primary school teacher,Manufacturing,Increasing,Moderate,141281.41,Master’s Degree,2,6506,1789,71.83,40.72,Australia,54.97
Science writer,Finance,Decreasing,Moderate,33636.0,PhD,8,7858,895,64.62,22.2,USA,69.98
Herpetologist,Manufacturing,Decreasing,High,119176.75,High School,6,5834,8626,20.83,89.8,UK,68.76
"Secretary, company",Healthcare,Decreasing,High,54826.07,PhD,0,6422,3684,5.76,17.35,India,57.21
Retail merchandiser,Transportation,Decreasing,Moderate,30863.74,Master’s Degree,14,4835,9518,28.02,32.39,Germany,63.68
Community development worker,IT,Decreasing,High,67421.8,Bachelor’s Degree,11,194,303,70.32,0.96,USA,79.07
"Engineer, maintenance",Education,Decreasing,High,32260.5,Master’s Degree,2,5591,8934,79.32,61.91,Canada,58.65
Sports administrator,Transportation,Decreasing,Low,119028.19,Associate Degree,13,3625,1215,6.05,11.46,China,61.83
Geophysical data processor,IT,Decreasing,High,93756.04,Master’s Degree,7,1538,7559,76.63,26.57,USA,62.17
Haematologist,Finance,Decreasing,Moderate,87749.42,High School,1,4685,1486,9.82,71.9,USA,39.64
"Engineer, manufacturing",Manufacturing,Decreasing,High,142176.66,High School,15,7715,2803,22.37,94.33,Germany,35.82
Quality manager,Education,Decreasing,Low,63236.56,Bachelor’s Degree,2,3780,6860,1.39,58.91,Australia,29.99
Retail manager,Entertainment,Decreasing,Low,74041.98,Bachelor’s Degree,11,7542,6305,28.48,72.95,Brazil,28.6
"Psychologist, forensic",Finance,Decreasing,Low,74328.55,Bachelor’s Degree,18,5845,1512,71.98,83.64,Germany,63.39
Geoscientist,Entertainment,Decreasing,High,34210.07,Associate Degree,17,3789,3935,65.09,27.04,Germany,33.38
"Engineer, energy",Education,Increasing,Low,114266.26,Master’s Degree,12,8590,3476,72.38,88.08,USA,71.17
Science writer,IT,Decreasing,High,126934.82,Bachelor’s Degree,18,9031,297,63.37,81.84,UK,57.9
Management consultant,Entertainment,Decreasing,Low,117341.21,PhD,1,220,6827,60.25,25.72,Canada,49.12
Primary school teacher,Education,Decreasing,High,59517.36,High School,9,5869,7969,48.15,92.6,China,29.34
"Accountant, chartered management",Retail,Decreasing,High,125463.45,PhD,7,8273,5251,11.68,26.55,Australia,38.26
"Pilot, airline",Entertainment,Increasing,High,76901.03,PhD,20,3040,8141,46.01,97.47,UK,78.55
Clinical biochemist,Education,Increasing,High,41969.29,High School,13,7758,6846,88.02,86.97,USA,31.58
Theme park manager,IT,Increasing,Moderate,56516.07,Bachelor’s Degree,20,6149,8960,27.88,49.94,India,27.47
Health physicist,Manufacturing,Increasing,High,112432.28,Master’s Degree,3,3304,6227,25.57,45.32,China,41.65
Social researcher,Education,Decreasing,Low,50474.28,PhD,10,7469,4964,68.07,74.42,Australia,74.24
Human resources officer,Healthcare,Increasing,Moderate,101075.34,High School,14,3496,1312,48.41,51.94,Australia,44.55
Corporate treasurer,IT,Decreasing,High,144484.36,Bachelor’s Degree,18,9733,3655,75.99,91.04,USA,77.89
Museum/gallery conservator,Manufacturing,Decreasing,High,116174.75,High School,7,4497,2141,36.58,56.51,China,72.43
Psychotherapist,Education,Increasing,High,132697.91,PhD,19,2454,9715,72.46,94.84,Australia,36.4
"Accountant, chartered certified",Healthcare,Decreasing,High,68402.39,Bachelor’s Degree,0,1123,8841,63.51,12.89,Brazil,42.96
Surgeon,Healthcare,Increasing,High,58522.09,Master’s Degree,0,1344,6239,33.23,21.92,Germany,29.35
"Scientist, research (medical)",Retail,Decreasing,Moderate,121677.06,PhD,1,8036,6290,17.25,67.32,Brazil,25.52
Clinical cytogeneticist,IT,Decreasing,Moderate,58501.05,Master’s Degree,17,1576,3221,68.47,80.47,Canada,70.69
Tax adviser,Transportation,Decreasing,Low,135843.16,Associate Degree,11,9538,3193,22.54,29.78,USA,67.84
IT technical support officer,Education,Decreasing,Moderate,144919.67,PhD,12,282,8512,89.24,75.27,UK,50.39
Environmental manager,Retail,Decreasing,Moderate,98950.7,Bachelor’s Degree,5,5302,3327,95.3,89.27,USA,46.1
Sales executive,Finance,Decreasing,High,147823.17,Associate Degree,10,9846,3878,27.95,64.88,UK,36.77
Special effects artist,Manufacturing,Decreasing,Low,34672.55,Bachelor’s Degree,15,5256,8641,56.31,81.0,China,52.7
"Teacher, adult education",Entertainment,Decreasing,Moderate,148266.57,Bachelor’s Degree,9,4056,569,93.89,98.69,India,25.0
Archivist,Manufacturing,Decreasing,High,73184.29,PhD,17,8156,8154,39.31,25.91,China,39.94
"Engineer, manufacturing systems",Transportation,Decreasing,Low,149724.96,Bachelor’s Degree,16,4301,3261,14.37,71.84,India,53.76
Charity officer,Retail,Increasing,High,45593.64,PhD,20,3645,918,37.3,83.08,UK,65.79
Insurance underwriter,Healthcare,Increasing,Low,33230.91,High School,18,7401,2841,56.14,48.7,China,57.63
Tax inspector,Retail,Decreasing,High,64625.91,Master’s Degree,9,9948,4521,56.38,41.15,Germany,54.3
Insurance underwriter,Transportation,Decreasing,Moderate,34700.45,High School,8,3298,2184,45.8,49.41,Germany,71.94
"Conservator, museum/gallery",Manufacturing,Increasing,Moderate,117852.53,Master’s Degree,5,9173,7280,72.1,90.74,Canada,30.48
"Engineer, mining",Finance,Increasing,High,121864.77,PhD,6,1351,7801,19.59,28.16,Germany,77.51
Hydrogeologist,Transportation,Increasing,Moderate,43874.38,Bachelor’s Degree,13,6145,5389,35.27,39.56,USA,33.04
"Horticulturist, commercial",IT,Decreasing,High,103697.85,Bachelor’s Degree,6,2008,8441,3.93,55.87,UK,39.84
Financial risk analyst,Manufacturing,Increasing,High,141833.23,Master’s Degree,3,7062,2761,86.29,68.22,Australia,45.01
Paramedic,Transportation,Increasing,Low,43090.73,Associate Degree,11,1008,6431,93.42,61.28,Canada,61.04
Geophysical data processor,Retail,Increasing,Low,78304.91,Bachelor’s Degree,13,3701,2651,89.29,60.37,China,72.19
"Engineer, drilling",Healthcare,Increasing,High,134420.89,Associate Degree,11,1857,768,23.66,72.82,UK,78.03
Make,Healthcare,Increasing,Moderate,52304.44,Associate Degree,5,3827,2187,57.41,1.61,China,35.95
Technical brewer,IT,Increasing,High,130828.53,Bachelor’s Degree,6,5443,9436,67.68,91.77,USA,73.98
"Embryologist, clinical",Transportation,Decreasing,Low,46086.61,High School,17,5926,9574,62.72,37.89,Australia,50.12
Commercial horticulturist,Entertainment,Decreasing,Low,111137.25,Master’s Degree,2,2478,2137,70.03,90.18,USA,36.03
Music tutor,Finance,Decreasing,Low,118300.73,High School,5,6104,162,99.64,67.66,Australia,72.38
"Engineer, production",Manufacturing,Increasing,High,130758.56,Master’s Degree,5,3578,364,64.79,17.2,UK,45.78
Advertising copywriter,IT,Increasing,Low,147831.64,High School,17,2859,1526,20.85,53.51,UK,22.89
IT technical support officer,Manufacturing,Decreasing,Low,110610.1,Bachelor’s Degree,17,9487,6205,51.85,66.04,China,34.6
Paediatric nurse,Finance,Increasing,Low,46159.48,Associate Degree,12,8155,3385,59.36,2.47,Germany,53.98
Sales executive,Manufacturing,Decreasing,Low,49771.24,High School,3,3681,849,13.72,21.44,Australia,26.43
Tour manager,Education,Decreasing,Low,57127.27,High School,20,9759,6564,85.26,68.73,Canada,67.09
"Engineer, maintenance (IT)",Finance,Decreasing,Low,86880.91,PhD,14,6025,1744,6.55,18.11,India,77.65
Television production assistant,Retail,Increasing,Low,88199.07,Master’s Degree,16,3616,8540,18.67,5.19,China,23.33
Professor Emeritus,Retail,Increasing,Low,124334.42,High School,17,1869,5602,24.64,7.0,Germany,48.98
Agricultural consultant,Transportation,Decreasing,Moderate,123030.42,Bachelor’s Degree,11,9680,2779,42.71,45.11,Canada,68.77
Geochemist,Entertainment,Increasing,Low,32217.9,Associate Degree,2,7956,1651,8.49,74.12,Australia,31.1
Tour manager,Healthcare,Increasing,Low,126969.13,High School,19,9378,5726,22.26,45.36,USA,79.77
"Secretary, company",Transportation,Increasing,High,69071.24,High School,9,5514,864,86.44,86.9,Canada,57.24
Learning mentor,Entertainment,Decreasing,High,127928.57,PhD,7,3441,3416,89.45,36.95,USA,71.87
"Engineer, land",Transportation,Decreasing,Moderate,41188.71,High School,16,7610,4286,43.3,36.74,Germany,64.27
Drilling engineer,Education,Decreasing,Low,80291.74,Associate Degree,13,5898,2977,25.77,75.09,Canada,62.93
Interior and spatial designer,Transportation,Decreasing,Moderate,108780.78,Bachelor’s Degree,2,1466,9678,10.6,16.48,Australia,33.43
"Surveyor, planning and development",Retail,Decreasing,Moderate,112629.28,Master’s Degree,2,4354,5243,87.9,66.79,USA,63.68
Charity officer,Healthcare,Increasing,Low,49973.7,High School,15,5018,1833,82.77,44.88,China,52.57
Ceramics designer,Retail,Increasing,Low,65233.18,PhD,15,2155,6021,36.76,39.82,Germany,74.43
Television floor manager,Transportation,Increasing,Low,77834.7,Bachelor’s Degree,19,711,4138,81.58,32.34,Canada,41.59
Exercise physiologist,Healthcare,Increasing,Moderate,123948.56,PhD,20,8501,9814,66.66,37.67,Germany,24.48
Garment/textile technologist,Finance,Decreasing,Moderate,147460.97,High School,15,3802,2873,71.96,95.15,Australia,34.46
Biomedical engineer,Education,Increasing,High,75913.26,Master’s Degree,4,9907,445,37.44,65.54,Brazil,21.4
Civil Service fast streamer,Manufacturing,Increasing,Moderate,141809.5,PhD,9,5973,899,24.92,47.03,USA,20.06
"Teacher, special educational needs",Manufacturing,Decreasing,Moderate,129036.73,Master’s Degree,4,9998,3773,10.54,26.72,India,59.82
Chief Technology Officer,Healthcare,Decreasing,Moderate,102835.54,Master’s Degree,13,6586,5829,88.93,20.96,Canada,30.65
"Geologist, engineering",Transportation,Decreasing,Moderate,42961.33,Associate Degree,3,3751,9444,96.61,75.59,China,29.93
Fast food restaurant manager,IT,Increasing,High,139150.11,High School,3,1235,5730,18.69,49.39,USA,63.19
Retail banker,Education,Increasing,Low,39726.16,PhD,16,7602,7006,13.19,37.72,USA,40.74
"Engineer, chemical",Healthcare,Increasing,High,84145.46,High School,20,385,6509,93.79,19.12,Australia,74.33
Outdoor activities/education manager,Transportation,Increasing,High,95050.74,Associate Degree,16,5092,9736,12.26,45.29,India,35.25
Quality manager,Finance,Decreasing,High,129393.57,PhD,11,5691,2750,54.78,17.45,Germany,29.18
Medical sales representative,IT,Increasing,Moderate,102655.5,High School,9,9948,8494,42.66,57.45,USA,79.42
Chartered management accountant,Manufacturing,Decreasing,High,133132.68,High School,18,4604,9771,27.18,33.23,Brazil,75.92
Brewing technologist,Manufacturing,Increasing,Low,135587.26,Master’s Degree,16,5033,6561,30.22,51.88,UK,58.19
"Scientist, audiological",Finance,Increasing,High,147193.7,Associate Degree,14,8487,1766,49.72,13.91,UK,49.83
Electronics engineer,Manufacturing,Decreasing,High,48494.34,PhD,3,9415,2721,56.66,79.85,UK,66.43
Chief Operating Officer,Finance,Increasing,High,139292.57,PhD,18,5319,764,22.81,57.11,Australia,50.75
"Pharmacist, community",Transportation,Decreasing,Moderate,126432.39,PhD,0,476,3298,48.61,41.95,UK,50.81
Immigration officer,Manufacturing,Increasing,Low,42166.7,Master’s Degree,2,1469,7088,90.53,10.25,Canada,37.36
Chief Executive Officer,IT,Increasing,Moderate,103161.54,Master’s Degree,1,5335,2802,76.4,37.84,Brazil,76.93
Publishing rights manager,IT,Increasing,High,113579.37,High School,0,6139,7341,89.16,2.97,Canada,32.3
Fast food restaurant manager,Healthcare,Decreasing,Moderate,40679.94,PhD,13,8098,5902,12.86,10.95,Germany,36.62
"Engineer, structural",Transportation,Increasing,High,106442.03,PhD,8,268,1417,80.45,89.85,Canada,27.39
Medical illustrator,Manufacturing,Decreasing,Low,59617.19,Associate Degree,11,8078,9050,20.56,67.56,Germany,56.13
Psychiatric nurse,IT,Increasing,Moderate,42733.7,PhD,18,3223,3704,33.24,53.83,USA,59.82
Homeopath,Healthcare,Increasing,Moderate,44611.13,High School,15,351,8358,63.95,22.99,Australia,39.16
"Geologist, wellsite",Retail,Decreasing,High,40371.93,High School,10,1065,8010,90.72,74.36,China,54.74
Tourism officer,Finance,Decreasing,Low,118608.38,Associate Degree,5,6732,2615,91.08,32.26,Brazil,41.92
"Engineer, maintenance (IT)",Transportation,Decreasing,Moderate,144790.89,PhD,2,6966,4098,66.21,74.75,China,47.27
Print production planner,Transportation,Decreasing,Moderate,129410.91,High School,16,687,6905,41.25,25.38,India,59.72
Warden/ranger,Entertainment,Increasing,Moderate,114374.08,Associate Degree,15,2606,1270,44.28,42.55,Brazil,59.23
Medical physicist,Entertainment,Increasing,Moderate,56410.44,High School,0,6735,4176,75.33,16.34,India,61.6
Public relations officer,Finance,Increasing,Moderate,137874.95,High School,15,6475,3594,89.38,41.4,Germany,69.9
Event organiser,Entertainment,Decreasing,Moderate,66802.82,Master’s Degree,6,1788,7630,64.25,69.67,UK,40.96
Drilling engineer,IT,Increasing,High,147499.73,Bachelor’s Degree,13,5810,4380,23.53,51.95,Brazil,56.9
Therapeutic radiographer,Retail,Increasing,Moderate,111440.86,Master’s Degree,15,7607,8584,65.63,9.79,USA,67.86
Dietitian,Entertainment,Decreasing,Moderate,75504.07,Associate Degree,14,7770,2492,22.11,71.33,Germany,52.91
"Nurse, mental health",Manufacturing,Decreasing,Low,133089.96,Bachelor’s Degree,14,7290,1619,20.78,27.4,Brazil,35.2
Transport planner,Healthcare,Increasing,Low,85376.4,High School,3,8983,6967,73.34,94.08,USA,68.81
Food technologist,Entertainment,Increasing,High,89108.67,Associate Degree,15,9376,3029,91.21,70.05,Brazil,41.81
Barrister,IT,Decreasing,Low,125999.57,PhD,3,2255,9847,12.46,59.67,Australia,32.75
Stage manager,Finance,Increasing,Low,132823.51,Bachelor’s Degree,17,4070,5105,14.5,80.38,China,30.89
Community education officer,Retail,Increasing,Low,89757.04,PhD,15,3208,5270,30.83,1.41,India,50.24
"Conservation officer, historic buildings",Retail,Decreasing,High,66682.49,Master’s Degree,15,2383,2851,16.23,95.22,UK,23.07
Oncologist,Transportation,Increasing,Moderate,98810.39,Associate Degree,2,5097,681,41.7,23.99,USA,34.62
"Engineer, water",Retail,Increasing,High,117292.93,High School,16,5533,9071,43.71,45.18,Brazil,38.55
Training and development officer,Entertainment,Decreasing,Low,140134.29,High School,6,2681,7317,82.39,43.11,Canada,55.17
Quarry manager,Entertainment,Increasing,Moderate,51388.84,Associate Degree,5,7755,1491,78.56,67.49,USA,24.17
"Pharmacist, hospital",Finance,Increasing,Moderate,141664.09,Master’s Degree,11,6371,8615,96.79,25.7,Australia,72.22
Contracting civil engineer,Entertainment,Decreasing,Moderate,77931.29,PhD,2,7109,5514,53.52,91.07,India,61.54
Animal nutritionist,Healthcare,Decreasing,Moderate,108447.02,High School,2,1676,4026,71.22,5.38,Canada,20.76
Artist,Healthcare,Decreasing,Low,89375.24,PhD,1,1868,2012,42.4,88.51,UK,36.05
"Scientist, biomedical",Education,Decreasing,High,148968.75,High School,0,8691,1207,16.62,13.89,Brazil,43.67
"Designer, exhibition/display",Transportation,Increasing,Moderate,48746.29,Associate Degree,10,3624,147,11.31,53.67,China,27.97
Market researcher,Healthcare,Increasing,Moderate,138225.34,Bachelor’s Degree,5,1922,890,33.12,81.58,Brazil,33.05
"Engineer, communications",Retail,Increasing,High,107872.54,Master’s Degree,3,2805,4073,60.6,95.83,USA,47.03
Biomedical scientist,Healthcare,Decreasing,Low,76005.88,PhD,4,9661,4711,66.91,73.55,UK,60.43
Investment analyst,IT,Decreasing,High,64572.31,High School,14,3753,2818,45.56,77.95,China,29.39
Probation officer,Transportation,Decreasing,High,122417.94,Associate Degree,12,6480,3213,4.69,71.16,Germany,25.35
Records manager,Education,Decreasing,High,140098.59,Master’s Degree,16,6619,3125,41.38,97.88,Brazil,39.58
Medical illustrator,Finance,Increasing,High,31019.67,High School,11,5320,1093,24.57,33.45,UK,29.61
Public affairs consultant,Education,Increasing,Moderate,39926.21,High School,3,4009,386,1.95,70.42,USA,52.11
Company secretary,Healthcare,Decreasing,Low,132378.06,Master’s Degree,8,2698,1501,61.43,64.55,Australia,79.85
Jewellery designer,Entertainment,Increasing,Moderate,66740.15,High School,12,7735,493,76.84,32.62,Canada,21.58
Museum/gallery conservator,Education,Increasing,High,114903.71,PhD,17,694,5102,73.99,98.84,Brazil,74.94
"Designer, graphic",Manufacturing,Increasing,High,32296.32,PhD,12,9793,2173,21.09,59.26,China,27.98
"Designer, graphic",Entertainment,Increasing,Low,141524.15,High School,5,583,8140,24.19,6.14,Canada,78.45
Biomedical engineer,Retail,Increasing,Low,123155.22,Associate Degree,8,9578,9364,3.67,48.83,Canada,22.62
Social worker,Finance,Increasing,Low,53714.27,Associate Degree,4,9820,4333,10.87,15.72,Canada,60.47
"Psychotherapist, child",Finance,Decreasing,Moderate,103582.16,PhD,2,2267,259,1.07,98.54,Australia,37.91
Actuary,Education,Decreasing,Moderate,40331.54,Master’s Degree,0,684,2669,88.94,47.29,China,39.5
Market researcher,IT,Decreasing,High,117447.39,High School,1,3848,8189,0.23,74.5,Australia,26.08
Medical laboratory scientific officer,IT,Increasing,Moderate,53012.42,Associate Degree,9,9283,1026,81.46,23.52,UK,33.33
Geochemist,Education,Decreasing,Low,73599.0,High School,10,1359,1940,41.76,86.3,Canada,45.63
"Engineer, agricultural",Finance,Decreasing,High,73461.36,Bachelor’s Degree,14,3577,4606,43.71,83.78,UK,59.33
"Administrator, arts",Healthcare,Decreasing,Moderate,56637.05,High School,6,3573,4778,32.79,0.16,Canada,38.91
"Scientist, research (life sciences)",Entertainment,Increasing,Low,114975.71,PhD,9,2916,8182,46.86,10.36,Germany,38.64
"Radiographer, diagnostic",Transportation,Increasing,High,53704.39,Associate Degree,2,8052,5508,77.02,41.68,Brazil,69.96
Animator,Manufacturing,Decreasing,Low,75119.14,Bachelor’s Degree,1,830,3401,53.42,72.22,Australia,47.4
"Psychologist, sport and exercise",Retail,Decreasing,Low,35718.22,Associate Degree,15,6749,3552,52.58,9.88,Australia,53.87
Neurosurgeon,Retail,Decreasing,High,142638.84,High School,8,5172,7481,79.38,81.21,Germany,79.47
Arts development officer,Entertainment,Decreasing,Low,101974.93,Bachelor’s Degree,0,7316,2701,69.03,85.81,UK,50.59
Call centre manager,Healthcare,Increasing,Low,92422.39,Bachelor’s Degree,11,9900,4719,30.31,95.72,UK,44.92
Event organiser,Entertainment,Decreasing,Low,129395.11,Associate Degree,16,6665,3595,44.84,47.36,India,35.93
"Engineer, broadcasting (operations)",Entertainment,Increasing,Low,110375.98,PhD,16,8058,6333,77.13,16.59,UK,45.58
Primary school teacher,Education,Decreasing,Moderate,103099.82,PhD,20,7306,2175,54.41,54.23,UK,25.8
Counselling psychologist,Transportation,Increasing,Low,60174.09,Master’s Degree,17,8790,9884,25.61,93.5,USA,27.6
Politician's assistant,Manufacturing,Increasing,Moderate,77591.54,Master’s Degree,15,852,7677,35.9,61.82,China,39.84
"Administrator, arts",Finance,Increasing,Moderate,129194.78,PhD,6,1686,7340,92.85,70.3,Canada,70.62
Agricultural engineer,Manufacturing,Increasing,Moderate,119886.75,High School,13,3648,5781,56.87,32.26,Brazil,78.16
Location manager,Manufacturing,Increasing,Moderate,120772.07,PhD,12,9076,4031,88.0,65.32,Australia,52.26
Recycling officer,Transportation,Increasing,Moderate,47653.26,PhD,14,4152,7579,79.82,42.17,UK,46.51
Marine scientist,Transportation,Increasing,High,139605.39,High School,14,4831,8727,71.75,53.23,UK,38.49
Mechanical engineer,IT,Decreasing,Moderate,116501.35,Master’s Degree,18,3873,4596,1.81,36.05,China,35.99
Commercial horticulturist,Transportation,Increasing,Low,149334.84,Associate Degree,13,2132,9707,46.12,58.59,Canada,76.98
"Psychologist, prison and probation services",Transportation,Increasing,Moderate,109269.89,Associate Degree,18,3714,7281,56.8,76.93,Brazil,50.85
Logistics and distribution manager,Manufacturing,Decreasing,Low,61149.72,Associate Degree,18,2183,7076,55.69,93.25,UK,49.51
Paediatric nurse,Retail,Decreasing,Low,102682.06,Master’s Degree,20,2888,1044,67.14,70.42,Brazil,75.47
Emergency planning/management officer,Healthcare,Decreasing,Moderate,61526.65,Associate Degree,13,9998,1559,69.92,26.81,China,29.51
Scientific laboratory technician,Entertainment,Decreasing,Moderate,109383.03,Master’s Degree,3,789,227,30.15,66.57,Australia,38.9
Dietitian,Entertainment,Decreasing,High,123809.7,Associate Degree,1,5759,2092,61.25,96.88,Australia,60.53
Optometrist,Entertainment,Increasing,Moderate,143658.3,Bachelor’s Degree,5,5705,9013,7.27,44.25,Australia,29.78
"Administrator, Civil Service",Transportation,Decreasing,High,86488.79,PhD,2,8081,1290,29.86,37.44,Germany,75.48
Heritage manager,Finance,Decreasing,Low,62153.68,PhD,19,122,734,88.8,40.97,Brazil,65.45
Forensic psychologist,Transportation,Decreasing,Low,74205.66,High School,20,133,4448,47.19,46.63,China,30.17
Site engineer,Transportation,Increasing,Low,42671.06,Bachelor’s Degree,10,3318,1598,26.56,49.0,Australia,42.42
"Engineer, site",Education,Decreasing,Moderate,47728.2,Associate Degree,20,8874,7104,24.98,61.36,Brazil,65.1
Research scientist (life sciences),Education,Increasing,Low,42856.24,PhD,1,7752,3377,27.85,32.22,Germany,78.3
"Surveyor, hydrographic",Retail,Increasing,High,120877.56,PhD,12,7342,9032,8.75,47.98,China,20.98
Public librarian,Transportation,Increasing,Low,51928.42,Master’s Degree,1,3774,8682,54.05,47.46,China,39.28
"Designer, jewellery",Finance,Decreasing,Low,44550.57,High School,12,6856,3660,93.46,15.05,Canada,34.43
Data processing manager,Transportation,Decreasing,High,30419.48,Bachelor’s Degree,16,2190,8094,65.53,29.82,Australia,43.85
Medical sales representative,IT,Increasing,Low,41332.81,Associate Degree,6,6260,4297,22.92,64.91,UK,28.42
Commercial art gallery manager,Manufacturing,Decreasing,Low,74236.82,Master’s Degree,3,5241,6230,65.44,75.72,Australia,34.53
Aeronautical engineer,Healthcare,Decreasing,Low,50470.79,Associate Degree,11,7044,528,13.67,13.88,China,73.19
Teaching laboratory technician,Transportation,Decreasing,High,85806.67,Bachelor’s Degree,18,4397,5704,77.73,53.95,UK,55.49
Financial risk analyst,Retail,Increasing,Low,109282.35,PhD,6,7181,1896,93.45,92.47,India,73.75
Camera operator,IT,Increasing,Low,41172.18,PhD,9,1652,1311,76.38,8.74,USA,27.17
Careers information officer,Education,Increasing,Moderate,99527.23,Associate Degree,15,3189,2401,46.34,54.87,USA,29.66
Race relations officer,IT,Increasing,Low,39798.35,Master’s Degree,5,5853,9102,66.31,33.07,Brazil,74.2
Planning and development surveyor,Retail,Decreasing,Low,53817.35,PhD,8,6362,150,93.24,87.07,USA,68.9
Medical laboratory scientific officer,Entertainment,Increasing,High,82840.09,High School,13,5890,7833,93.23,10.97,India,75.49
Firefighter,Transportation,Decreasing,Moderate,128876.12,Bachelor’s Degree,0,1653,6829,75.55,20.54,Brazil,70.49
Medical physicist,Healthcare,Decreasing,Moderate,149445.2,PhD,12,8252,5015,4.0,9.06,UK,28.96
"Designer, ceramics/pottery",Transportation,Increasing,High,109848.19,PhD,5,9032,8578,20.04,31.97,India,77.12
"Horticulturist, commercial",Manufacturing,Decreasing,High,78429.32,High School,10,7823,6423,70.26,43.09,China,32.28
Town planner,Entertainment,Increasing,Moderate,91813.44,High School,11,457,4391,2.07,87.39,Germany,36.66
Furniture conservator/restorer,Finance,Increasing,Moderate,53084.04,Associate Degree,13,9863,4518,96.84,55.69,Australia,31.86
Graphic designer,Retail,Increasing,High,146528.71,Bachelor’s Degree,17,4286,7730,37.12,68.56,USA,58.79
Chiropodist,Entertainment,Increasing,Low,62864.76,Bachelor’s Degree,3,8031,5274,72.45,30.0,Australia,49.17
Sports therapist,Manufacturing,Decreasing,Moderate,56203.08,Master’s Degree,18,1991,2976,27.58,42.94,Germany,50.19
Rural practice surveyor,Entertainment,Increasing,High,41680.64,Bachelor’s Degree,12,8544,3838,65.64,57.1,Germany,32.14
"Surveyor, insurance",Retail,Increasing,Low,142626.74,Master’s Degree,7,1160,4227,32.48,91.28,UK,70.85
General practice doctor,Transportation,Decreasing,Moderate,114473.21,High School,5,5255,3922,24.21,24.21,Australia,46.41
Early years teacher,Education,Increasing,High,119918.48,Associate Degree,0,5134,6829,31.95,91.91,USA,32.57
"Engineer, energy",Finance,Decreasing,Moderate,140165.99,Associate Degree,17,8744,2241,74.02,37.82,Germany,68.91
Insurance broker,Entertainment,Decreasing,Low,81053.68,Master’s Degree,3,1378,4789,82.88,6.24,India,30.46
Sports development officer,Finance,Decreasing,High,30283.46,High School,7,4454,2797,3.05,80.95,Brazil,60.0
Museum/gallery curator,Finance,Increasing,Low,106597.02,PhD,19,1266,4249,67.21,95.64,China,21.08
"Engineer, manufacturing systems",Manufacturing,Decreasing,Low,77318.82,Associate Degree,10,8256,8797,35.97,88.65,USA,45.75
Paediatric nurse,Finance,Increasing,Low,54284.26,High School,15,2344,6692,67.15,22.56,China,66.21
Interior and spatial designer,Healthcare,Increasing,High,32500.06,Bachelor’s Degree,7,2582,9193,65.91,20.71,Brazil,45.12
Petroleum engineer,IT,Increasing,Moderate,128102.65,Associate Degree,18,6546,6685,32.81,64.51,China,41.85
Research scientist (maths),Education,Decreasing,High,93211.2,Master’s Degree,5,1075,8527,80.03,90.13,Brazil,73.02
Regulatory affairs officer,Healthcare,Increasing,Low,124809.97,Associate Degree,15,7664,3889,50.53,99.3,Brazil,42.0
Biomedical scientist,Retail,Decreasing,Low,119813.72,Associate Degree,4,9290,6366,13.82,30.54,China,67.13
Music therapist,Finance,Decreasing,Moderate,124320.35,High School,6,8133,4098,10.43,73.27,Germany,76.98
"Social research officer, government",IT,Decreasing,High,105392.03,PhD,11,1612,2323,14.85,36.84,India,48.15
Building surveyor,Finance,Increasing,Moderate,116854.53,PhD,20,3472,2316,67.99,24.67,Brazil,61.17
"Producer, radio",IT,Increasing,High,92680.17,Master’s Degree,3,5917,6993,98.32,42.44,India,32.74
Newspaper journalist,IT,Increasing,Low,58424.48,High School,12,3265,2654,33.44,15.14,Brazil,31.06
Brewing technologist,Entertainment,Increasing,High,30466.6,High School,7,9647,3746,15.86,80.47,India,70.15
Gaffer,Education,Decreasing,Low,142409.74,High School,2,4342,1245,65.81,7.17,Canada,56.51
Travel agency manager,Entertainment,Increasing,High,144756.91,High School,11,974,6648,44.02,22.36,Brazil,62.91
Exercise physiologist,Transportation,Increasing,High,44478.19,Associate Degree,9,7176,5305,55.82,15.77,Canada,76.97
"Psychotherapist, child",Healthcare,Decreasing,Moderate,88379.53,PhD,11,4312,2369,99.91,24.95,China,40.87
"Restaurant manager, fast food",Finance,Increasing,Moderate,37759.22,High School,3,4160,9416,15.44,87.81,India,28.32
"Engineer, land",Manufacturing,Decreasing,Low,36421.84,Master’s Degree,7,4202,5461,60.6,83.78,Brazil,55.89
Homeopath,Manufacturing,Decreasing,High,134431.88,High School,6,5050,8485,83.73,24.32,Germany,51.97
"Buyer, retail",Transportation,Decreasing,Moderate,73365.41,PhD,17,7277,1790,63.68,10.43,Germany,64.85
Horticultural consultant,IT,Increasing,Low,40038.21,Associate Degree,13,2589,3222,13.95,20.95,Germany,76.96
Rural practice surveyor,Finance,Decreasing,High,136207.09,Associate Degree,8,2729,620,96.24,38.27,China,79.99
"Scientist, water quality",Healthcare,Increasing,High,121713.67,Associate Degree,10,9549,3130,89.75,73.4,China,67.15
Psychiatric nurse,Entertainment,Increasing,High,140786.82,PhD,16,7742,376,89.18,26.63,UK,59.73
Medical secretary,Finance,Increasing,High,107825.22,Associate Degree,20,9158,2203,45.18,80.11,UK,42.65
Sub,Healthcare,Increasing,Moderate,104828.13,High School,18,2035,8206,33.69,77.11,Canada,44.3
Immunologist,Transportation,Increasing,Low,97252.93,Associate Degree,9,2603,2163,31.06,62.88,India,67.76
Higher education lecturer,Finance,Decreasing,Moderate,77556.72,PhD,11,3207,8130,82.89,81.11,Germany,61.33
Farm manager,Finance,Increasing,High,126065.38,Associate Degree,0,8855,4258,33.37,42.24,USA,32.44
"Optician, dispensing",Healthcare,Increasing,High,79292.18,PhD,7,8880,950,47.03,12.28,USA,28.14
Bonds trader,Healthcare,Increasing,Low,108459.71,Associate Degree,15,3679,3865,75.93,15.58,Australia,43.69
Training and development officer,Healthcare,Increasing,Moderate,66745.11,High School,13,7139,4390,97.4,90.1,China,51.77
Ambulance person,Manufacturing,Increasing,Low,77939.11,Bachelor’s Degree,20,2886,8497,38.91,29.54,China,23.1
Chiropodist,Retail,Increasing,High,86947.26,PhD,0,3162,8640,64.01,30.82,Germany,25.94
"Geologist, engineering",Finance,Increasing,Low,120066.94,High School,4,9993,632,44.94,64.93,Canada,42.65
Logistics and distribution manager,Entertainment,Decreasing,Moderate,141629.24,PhD,4,1169,7350,79.86,50.25,USA,63.89
"Surveyor, quantity",Entertainment,Decreasing,High,148657.2,Bachelor’s Degree,6,5053,2152,66.18,4.21,Germany,33.71
Outdoor activities/education manager,Healthcare,Decreasing,High,123668.12,PhD,17,9243,8936,38.32,83.78,Germany,52.43
Probation officer,Healthcare,Decreasing,Moderate,117758.83,Master’s Degree,11,5991,4514,6.85,37.06,USA,41.26
Energy manager,IT,Increasing,High,94057.08,Master’s Degree,13,6699,3568,59.42,94.73,Germany,20.52
Water quality scientist,Retail,Increasing,High,148767.61,Associate Degree,13,5829,4641,92.73,12.46,India,48.26
English as a second language teacher,Entertainment,Decreasing,High,127171.61,Master’s Degree,16,8196,6607,28.78,62.53,India,56.39
Ranger/warden,Finance,Decreasing,Moderate,137710.09,Associate Degree,9,6777,2019,55.49,15.76,Brazil,23.61
Actuary,Healthcare,Decreasing,High,97339.01,PhD,3,4573,4579,63.09,92.16,China,36.98
"Journalist, newspaper",Finance,Increasing,Moderate,50039.85,Master’s Degree,19,3245,410,84.97,77.73,USA,65.73
"Administrator, education",Transportation,Decreasing,Moderate,122334.58,PhD,16,4640,6793,48.28,71.49,Germany,30.25
"Engineer, building services",Healthcare,Increasing,Moderate,36572.94,High School,13,415,4070,21.51,67.75,Canada,27.1
"Editor, magazine features",Entertainment,Decreasing,Moderate,120295.87,Bachelor’s Degree,14,1661,6321,89.83,21.62,China,58.24
Accommodation manager,Healthcare,Decreasing,Moderate,141129.87,Master’s Degree,17,6393,7046,83.41,48.59,Brazil,77.82
Acupuncturist,Manufacturing,Decreasing,High,139215.91,Associate Degree,7,998,989,44.99,60.16,Australia,26.92
"Merchandiser, retail",Entertainment,Decreasing,Low,88024.6,High School,19,6955,6589,30.1,55.59,USA,67.43
Medical technical officer,Transportation,Decreasing,High,77284.67,Bachelor’s Degree,20,5578,2419,60.24,24.47,Germany,71.99
Market researcher,Transportation,Decreasing,Moderate,131453.87,Bachelor’s Degree,1,1793,7018,60.37,47.17,Canada,56.6
Personnel officer,Retail,Decreasing,Moderate,129845.8,PhD,6,1091,3361,88.02,64.74,Brazil,62.51
"Psychologist, counselling",Retail,Increasing,High,60255.29,Master’s Degree,15,9965,4659,35.35,43.62,Germany,37.65
"Scientist, physiological",Education,Increasing,High,117502.93,Master’s Degree,2,5174,1040,45.65,39.49,Canada,57.81
Forensic psychologist,Retail,Increasing,Low,110055.73,Bachelor’s Degree,6,5997,671,71.08,11.79,UK,40.38
Commercial/residential surveyor,Education,Increasing,Moderate,132692.37,High School,16,2327,1964,91.95,36.69,Brazil,38.98
"Pilot, airline",Healthcare,Decreasing,Moderate,76497.88,High School,17,1459,9266,96.81,78.04,Brazil,46.85
Community education officer,Retail,Decreasing,Moderate,91742.41,PhD,20,8688,1673,45.55,91.93,China,55.77
Commercial/residential surveyor,IT,Decreasing,Moderate,40648.37,PhD,13,5011,8893,63.4,37.93,Australia,32.69
Dentist,Entertainment,Increasing,High,103648.8,Associate Degree,8,9947,929,13.5,31.82,UK,28.88
Optometrist,IT,Decreasing,High,109806.28,Master’s Degree,18,9298,1282,41.98,22.53,UK,59.66
Secretary/administrator,Education,Increasing,Moderate,100481.31,Bachelor’s Degree,20,8603,3329,71.06,81.44,UK,44.6
Trade union research officer,IT,Increasing,High,144127.64,PhD,10,1926,5135,33.5,79.02,UK,79.67
Air traffic controller,IT,Decreasing,Moderate,31960.63,Master’s Degree,20,7483,3281,45.45,26.28,UK,49.13
"Engineer, materials",Finance,Decreasing,High,82307.92,High School,15,7747,6237,23.91,43.09,Germany,68.59
Information systems manager,Manufacturing,Increasing,Moderate,50052.14,PhD,14,6743,307,53.59,12.73,Brazil,31.61
"Engineer, civil (consulting)",Education,Increasing,Low,140395.86,Associate Degree,13,5576,4593,31.82,51.04,Germany,70.22
Web designer,Entertainment,Decreasing,Moderate,48972.34,Associate Degree,8,3978,6490,85.42,72.79,Germany,33.91
Teaching laboratory technician,IT,Increasing,Moderate,71342.72,Bachelor’s Degree,6,488,9339,46.43,31.24,USA,66.99
Copy,Manufacturing,Decreasing,High,110344.85,Associate Degree,13,9626,7456,62.8,73.19,India,47.97
Fitness centre manager,Retail,Decreasing,Moderate,64097.88,Bachelor’s Degree,0,1489,9274,12.61,51.42,Australia,40.31
Civil Service administrator,Transportation,Decreasing,Low,130231.09,Master’s Degree,15,9796,6341,73.11,43.65,Germany,66.57
Dentist,Retail,Decreasing,Moderate,81910.08,High School,8,137,2839,39.47,96.16,UK,30.57
Secretary/administrator,Manufacturing,Increasing,Moderate,143273.95,High School,17,7341,5826,18.65,87.24,Brazil,40.46
Learning disability nurse,Entertainment,Decreasing,Low,48563.9,PhD,10,397,5363,38.74,92.61,Canada,70.65
"Engineer, manufacturing",Entertainment,Decreasing,High,113827.09,PhD,3,4849,3571,86.93,95.17,China,35.13
"Education officer, environmental",Education,Increasing,Moderate,126230.31,Bachelor’s Degree,5,2524,2576,10.11,38.54,Brazil,22.59
"Teacher, primary school",Manufacturing,Increasing,Moderate,65641.99,PhD,9,3320,269,92.34,36.65,Brazil,20.42
Marketing executive,Entertainment,Decreasing,Moderate,110784.7,Master’s Degree,12,6906,8072,48.32,52.7,Brazil,69.11
Database administrator,Healthcare,Decreasing,Low,58617.83,Bachelor’s Degree,0,3006,6410,42.62,16.22,Canada,49.85
Health promotion specialist,Manufacturing,Increasing,High,47758.57,Bachelor’s Degree,4,735,5050,3.76,11.16,Canada,45.66
Community pharmacist,Transportation,Increasing,Low,141316.77,High School,11,3974,5567,56.02,42.39,India,29.15
Trading standards officer,Entertainment,Increasing,High,37878.18,Associate Degree,4,1565,579,90.93,89.08,Canada,78.35
Marketing executive,Healthcare,Increasing,Low,118273.73,PhD,14,5698,1683,6.25,47.89,China,60.24
"Doctor, general practice",Finance,Increasing,High,139273.49,PhD,19,8844,9254,41.71,68.07,Brazil,70.15
Artist,Entertainment,Increasing,High,54154.06,High School,5,2473,2766,90.88,56.96,UK,61.58
Optometrist,Retail,Increasing,High,144961.64,Associate Degree,4,4118,7570,33.79,93.42,Germany,60.52
Diplomatic Services operational officer,IT,Decreasing,High,69520.57,PhD,9,7653,7885,62.88,32.6,UK,68.1
Paramedic,Entertainment,Increasing,Moderate,68568.32,Master’s Degree,8,6767,9932,81.1,73.57,USA,77.99
Personnel officer,Entertainment,Decreasing,Low,63943.61,Bachelor’s Degree,15,8990,8881,0.2,18.8,Brazil,62.55
"Geneticist, molecular",Manufacturing,Decreasing,Moderate,74051.21,Associate Degree,3,9169,7551,29.0,60.88,USA,63.99
Nature conservation officer,Transportation,Decreasing,High,53990.18,Master’s Degree,3,8688,5784,82.21,24.1,India,67.82
Ecologist,Manufacturing,Increasing,Low,114534.83,Master’s Degree,8,1404,2826,54.7,76.29,Australia,21.17
"Pilot, airline",Transportation,Decreasing,Low,86921.37,Bachelor’s Degree,3,6327,1005,58.63,32.9,USA,39.84
"Accountant, chartered certified",Education,Increasing,High,135816.57,Master’s Degree,18,921,4901,69.49,56.32,Canada,40.08
Chief of Staff,IT,Increasing,Low,99937.06,High School,16,1177,4156,66.57,69.29,China,25.65
Risk manager,Transportation,Decreasing,Low,149575.21,High School,3,6700,5467,81.43,79.5,UK,20.06
Special educational needs teacher,Retail,Increasing,Moderate,58066.67,High School,2,3106,8022,80.45,82.23,Brazil,78.0
IT consultant,Education,Increasing,Low,113284.46,PhD,7,5476,6495,90.59,74.76,Canada,23.85
Sports development officer,Healthcare,Increasing,Moderate,32510.96,Bachelor’s Degree,20,391,7213,27.13,80.68,Australia,75.28
"Psychologist, forensic",IT,Increasing,Moderate,75508.34,High School,0,2845,1373,3.95,69.11,UK,35.18
"Editor, commissioning",Transportation,Increasing,Moderate,149024.76,PhD,4,757,2439,10.58,4.96,UK,47.14
Minerals surveyor,Healthcare,Increasing,High,55713.95,Master’s Degree,16,9007,1448,12.84,7.56,Germany,29.53
Contractor,Finance,Decreasing,Moderate,97560.24,High School,6,2129,3387,57.0,83.53,USA,34.32
"Lecturer, higher education",Finance,Increasing,High,56564.93,PhD,11,807,7366,73.88,47.37,Brazil,75.63
Accommodation manager,Healthcare,Increasing,Low,34346.16,PhD,0,722,1240,0.6,42.34,India,41.3
"Administrator, Civil Service",Healthcare,Decreasing,Low,79508.06,High School,13,1407,2919,58.21,52.3,UK,44.77
Risk analyst,Manufacturing,Decreasing,Low,127182.19,Master’s Degree,19,5670,6694,37.67,5.3,UK,38.77
"Engineer, maintenance",Manufacturing,Increasing,Low,119098.55,Associate Degree,1,6512,3238,87.04,89.43,USA,47.73
Astronomer,Retail,Increasing,Moderate,113375.78,Bachelor’s Degree,16,6104,117,36.28,22.12,Canada,68.91
"Scientist, physiological",Finance,Increasing,Moderate,97378.98,PhD,15,2815,3479,53.39,20.86,Canada,72.91
Public affairs consultant,Healthcare,Decreasing,Moderate,77150.56,High School,9,7833,1807,6.26,55.73,USA,41.95
Secretary/administrator,Retail,Increasing,High,31919.25,Associate Degree,11,1166,7830,45.69,44.72,India,44.53
"Psychologist, prison and probation services",Retail,Increasing,Low,92121.01,Associate Degree,19,6142,1312,77.52,10.59,Australia,34.71
"Psychologist, clinical",Transportation,Decreasing,High,114113.97,Bachelor’s Degree,7,9856,1100,71.06,42.19,India,41.38
"Journalist, newspaper",Education,Decreasing,Low,62933.71,Associate Degree,13,1857,2509,43.48,44.33,Brazil,32.36
Ambulance person,Finance,Increasing,High,109032.89,High School,9,6600,3192,99.64,76.62,Brazil,74.88
Jewellery designer,Manufacturing,Increasing,Moderate,123853.66,PhD,14,7594,513,60.54,96.97,China,69.75
Control and instrumentation engineer,Entertainment,Increasing,Low,114347.95,Bachelor’s Degree,9,6606,8761,83.48,92.77,India,69.28
Charity officer,Healthcare,Increasing,High,102919.41,PhD,9,1798,6453,43.11,59.55,USA,65.26
"Geologist, wellsite",Education,Increasing,Moderate,103675.67,Bachelor’s Degree,9,3325,314,12.24,40.42,USA,58.94
Radio producer,Transportation,Increasing,Low,70196.15,PhD,13,6865,6779,38.53,22.18,Brazil,42.62
Speech and language therapist,Finance,Increasing,Low,33947.35,Associate Degree,16,2697,593,36.71,10.46,Australia,55.92
Nutritional therapist,Transportation,Increasing,High,149757.96,Bachelor’s Degree,9,9116,4326,69.99,61.96,India,27.96
"Clinical scientist, histocompatibility and immunogenetics",Retail,Increasing,Moderate,64270.58,Bachelor’s Degree,7,5959,8930,48.91,53.35,Brazil,42.89
"Journalist, magazine",Transportation,Increasing,Low,146925.15,Bachelor’s Degree,8,8168,5602,46.12,49.97,USA,46.69
Medical secretary,Manufacturing,Decreasing,Moderate,60527.52,PhD,16,986,9518,77.41,65.19,China,52.16
Actor,Finance,Increasing,High,136323.57,Bachelor’s Degree,4,8248,6825,85.52,54.96,Germany,32.71
"Engineer, agricultural",IT,Increasing,Low,61228.11,Associate Degree,0,4167,4831,4.75,13.69,India,44.27
Museum education officer,IT,Increasing,Moderate,50486.69,Bachelor’s Degree,19,8534,3829,5.54,47.9,Canada,55.98
"Designer, industrial/product",Entertainment,Increasing,Low,48533.77,PhD,15,9829,8737,89.79,81.82,Germany,50.24
"Engineer, site",Manufacturing,Decreasing,High,131667.29,Master’s Degree,16,8652,8256,78.14,94.49,USA,77.82
Field trials officer,IT,Increasing,High,95522.51,PhD,18,3937,7350,96.71,61.38,Canada,47.36
Chartered public finance accountant,Entertainment,Increasing,Low,47301.79,PhD,0,7054,8820,63.55,76.99,Canada,74.67
Catering manager,Finance,Decreasing,Low,79436.28,Associate Degree,16,1819,1419,48.08,5.51,Germany,79.85
Curator,Finance,Decreasing,High,87912.73,Master’s Degree,5,9090,6608,28.08,8.35,China,58.64
"Doctor, hospital",Finance,Decreasing,Moderate,106087.33,High School,0,623,9772,47.36,29.08,Brazil,34.15
"Sales professional, IT",Finance,Increasing,Low,142124.95,Bachelor’s Degree,18,9687,5381,2.74,99.03,Canada,21.91
"Administrator, sports",Education,Decreasing,High,128884.54,Associate Degree,9,2071,9637,14.08,62.45,Germany,53.15
Trade union research officer,Retail,Increasing,High,85408.53,Master’s Degree,13,4248,9257,56.48,50.65,Germany,53.18
Drilling engineer,Education,Decreasing,Low,76266.28,PhD,16,5280,5489,90.19,14.68,Germany,54.42
Chiropractor,Transportation,Increasing,High,59852.64,High School,4,1644,5765,33.44,97.48,Brazil,51.26
Glass blower/designer,Manufacturing,Decreasing,Low,83663.96,High School,19,5668,4265,85.0,52.45,China,51.39
Air traffic controller,Retail,Decreasing,Low,54368.79,Associate Degree,14,3547,8580,44.08,32.29,Brazil,70.58
Geophysical data processor,Entertainment,Increasing,High,49358.21,Associate Degree,15,9831,7522,41.29,96.15,Canada,43.13
Sport and exercise psychologist,Education,Decreasing,Moderate,141622.97,Associate Degree,15,8252,5777,17.37,89.89,China,43.58
"Geologist, wellsite",Transportation,Increasing,High,39735.88,Associate Degree,12,7280,1549,89.47,56.72,Australia,30.49
Advice worker,Entertainment,Decreasing,Low,89101.66,PhD,6,6858,6947,81.9,56.13,Germany,51.71
"Journalist, newspaper",Entertainment,Increasing,High,102989.71,PhD,13,5587,3438,72.58,80.46,Brazil,28.95
Public affairs consultant,IT,Decreasing,Low,32163.12,Master’s Degree,3,4667,4644,70.35,34.17,Australia,53.03
"Scientist, research (life sciences)",Manufacturing,Increasing,Moderate,120434.46,Master’s Degree,17,2102,7469,53.19,30.67,China,74.4
"Pharmacist, community",Entertainment,Increasing,Moderate,33337.07,Bachelor’s Degree,6,882,3360,1.98,78.89,India,20.52
Web designer,Retail,Increasing,Low,59181.27,Bachelor’s Degree,20,6887,1588,84.58,3.5,Brazil,30.89
"Conservation officer, historic buildings",Education,Decreasing,Low,83343.34,High School,2,912,3027,19.22,31.28,Brazil,32.55
Sports therapist,Education,Increasing,High,69190.44,Master’s Degree,19,2231,7007,29.82,62.07,UK,63.42
Air traffic controller,Finance,Increasing,High,39349.22,PhD,20,1309,1977,73.18,38.29,India,23.19
Cartographer,Manufacturing,Decreasing,Low,85576.93,High School,1,9347,2032,86.8,14.14,China,68.9
Restaurant manager,Transportation,Increasing,Moderate,140461.54,Master’s Degree,2,9469,6205,36.91,25.51,Germany,65.4
Print production planner,Transportation,Decreasing,High,64639.8,Master’s Degree,9,5836,762,77.85,59.46,USA,20.15
Clinical molecular geneticist,Healthcare,Decreasing,Low,73620.29,Master’s Degree,15,3715,4286,64.12,45.41,UK,47.3
"Surveyor, building control",Education,Increasing,High,35176.85,Bachelor’s Degree,14,5247,5294,90.8,14.71,Brazil,36.54
Public librarian,Transportation,Decreasing,Low,79049.17,High School,16,4635,2923,72.71,95.37,UK,27.8
Orthoptist,Education,Decreasing,Moderate,68340.57,Bachelor’s Degree,9,8095,104,75.35,48.58,India,27.24
"Research officer, government",Manufacturing,Decreasing,Low,127505.28,Associate Degree,18,9956,243,52.01,69.56,Canada,20.86
Magazine features editor,Education,Decreasing,Low,109802.55,Associate Degree,8,9722,6906,39.04,24.77,China,57.49
IT consultant,Manufacturing,Decreasing,Low,66093.88,High School,10,9265,4794,23.89,62.48,Brazil,31.48
Charity fundraiser,Transportation,Increasing,High,108213.17,High School,4,1145,332,1.05,59.71,Canada,57.87
"Engineer, site",Transportation,Increasing,Moderate,53778.68,Master’s Degree,5,983,9593,53.97,67.31,Australia,58.54
Educational psychologist,Education,Increasing,Low,113423.11,Bachelor’s Degree,20,1863,8207,20.94,2.84,Canada,24.06
Aeronautical engineer,Education,Increasing,Moderate,111958.98,Master’s Degree,19,5392,729,33.37,89.34,Canada,52.19
Television production assistant,Entertainment,Decreasing,Moderate,118023.36,Master’s Degree,7,4104,4610,95.45,94.08,USA,43.31
Automotive engineer,Transportation,Decreasing,Moderate,148279.77,PhD,1,3183,7446,51.14,15.17,Australia,64.21
Freight forwarder,Healthcare,Decreasing,Low,98134.84,Associate Degree,13,1803,7298,2.81,1.0,Australia,58.2
Garment/textile technologist,Entertainment,Increasing,High,89523.83,Master’s Degree,2,7717,5508,68.17,90.93,Brazil,78.82
Social researcher,Manufacturing,Increasing,Moderate,68750.4,PhD,13,6183,8562,13.78,69.39,Brazil,39.53
International aid/development worker,IT,Increasing,Low,103386.9,High School,9,6499,5158,29.31,96.6,UK,34.03
"Designer, graphic",Healthcare,Increasing,High,102842.06,Master’s Degree,16,1358,9787,80.93,14.81,India,59.27
Soil scientist,Finance,Increasing,Moderate,117558.46,High School,20,1257,9209,54.1,33.01,UK,27.41
Advertising art director,Transportation,Increasing,Low,108680.63,High School,0,1770,179,38.77,48.74,Germany,43.24
"Therapist, drama",Entertainment,Decreasing,Low,149457.1,PhD,15,3526,3918,97.53,94.59,China,55.47
Training and development officer,IT,Decreasing,High,98865.13,Associate Degree,1,4095,7430,65.9,37.87,UK,73.75
Manufacturing engineer,Manufacturing,Decreasing,Low,40006.98,Bachelor’s Degree,11,2223,6931,55.76,32.19,Germany,62.93
"Engineer, production",Transportation,Increasing,Low,71748.24,High School,13,3455,6304,74.51,78.58,Germany,61.56
Metallurgist,Healthcare,Decreasing,Low,116887.97,Master’s Degree,2,368,3314,46.78,39.75,China,45.75
"Scientist, physiological",Transportation,Decreasing,Moderate,149171.74,Bachelor’s Degree,16,4858,2119,97.44,9.51,Germany,37.88
Physiological scientist,Retail,Decreasing,Low,136306.03,PhD,17,473,9308,65.13,93.88,India,59.27
"Engineer, electronics",Manufacturing,Decreasing,Low,54568.59,High School,20,7249,7260,37.41,95.97,Australia,32.49
Ambulance person,Retail,Decreasing,Moderate,123649.9,Master’s Degree,12,1386,5958,19.22,29.65,UK,79.42
"Engineer, communications",Retail,Increasing,High,123516.2,Associate Degree,14,3122,9502,68.37,18.97,Australia,30.1
Ranger/warden,Healthcare,Increasing,Low,56450.96,High School,16,6748,2676,46.55,98.15,Germany,65.54
Museum/gallery exhibitions officer,Education,Decreasing,Low,116646.28,Associate Degree,1,7492,6053,32.59,68.67,USA,52.78
Phytotherapist,Healthcare,Increasing,Low,30256.29,PhD,5,2118,2010,76.05,91.51,Germany,71.07
"Therapist, sports",Entertainment,Increasing,Low,125285.97,PhD,0,7197,8547,10.23,41.87,Brazil,45.66
Counselling psychologist,Manufacturing,Decreasing,Low,147486.53,High School,1,9072,9561,31.65,36.11,USA,76.68
"Exhibitions officer, museum/gallery",Entertainment,Decreasing,Moderate,133599.35,High School,14,3983,6364,91.78,92.68,USA,48.74
Energy engineer,Finance,Increasing,Moderate,111987.0,PhD,20,5175,5823,49.59,94.56,India,26.42
Commercial horticulturist,Finance,Increasing,High,53939.1,Associate Degree,3,5303,1689,59.82,63.36,China,45.75
Artist,Entertainment,Increasing,Low,61613.46,Associate Degree,12,9439,8971,65.87,84.12,Germany,21.95
Teaching laboratory technician,Finance,Decreasing,Moderate,78106.23,PhD,19,1682,9748,34.75,32.45,Canada,68.7
Drilling engineer,IT,Increasing,High,53699.55,Master’s Degree,3,6751,3038,95.91,28.21,China,25.79
Video editor,IT,Increasing,Low,146844.04,PhD,6,709,3330,3.82,58.07,UK,68.25
Location manager,Education,Increasing,Moderate,116387.1,PhD,18,4632,7371,60.54,90.89,Canada,46.97
"Engineer, mining",Healthcare,Decreasing,High,53326.36,Bachelor’s Degree,11,3180,6203,19.71,29.83,China,44.67
Engineering geologist,IT,Decreasing,High,62931.11,Master’s Degree,0,1763,8273,45.47,1.1,Australia,25.48
Fashion designer,Retail,Increasing,Low,66526.08,PhD,7,8462,1177,68.74,99.0,Australia,42.09
"Surveyor, hydrographic",Entertainment,Increasing,High,106335.99,Associate Degree,1,9615,8166,2.79,32.93,China,36.92
Management consultant,Transportation,Decreasing,Moderate,93375.92,Bachelor’s Degree,9,6590,4669,59.54,89.22,Australia,30.74
Water quality scientist,Finance,Decreasing,Moderate,126501.58,Master’s Degree,8,3415,9296,51.68,65.07,China,32.73
Psychiatric nurse,Manufacturing,Increasing,High,53986.49,PhD,6,4433,1463,4.07,38.35,Canada,41.91
"Designer, fashion/clothing",Healthcare,Decreasing,Moderate,136822.06,Associate Degree,10,5813,4072,5.04,18.55,UK,37.07
"Surveyor, insurance",Education,Decreasing,High,58186.57,High School,15,4931,7068,44.9,25.35,Germany,63.53
"Journalist, magazine",IT,Decreasing,Low,40199.06,Master’s Degree,7,1609,3318,20.49,59.53,Canada,74.37
"Scientist, product/process development",Transportation,Increasing,Low,141659.56,Associate Degree,16,9572,8789,54.17,70.81,Germany,69.04
Newspaper journalist,Education,Increasing,Low,66049.63,Associate Degree,17,4000,488,34.56,4.88,USA,51.3
Estate agent,Healthcare,Decreasing,Moderate,147973.83,Associate Degree,11,8425,9957,47.52,65.58,India,34.02
Patent examiner,IT,Decreasing,High,93421.3,PhD,19,7979,1187,21.44,3.14,UK,28.84
Personnel officer,IT,Increasing,Moderate,61406.8,Master’s Degree,0,4645,7682,62.35,68.04,Canada,51.44
Quarry manager,Manufacturing,Increasing,Low,62324.14,Master’s Degree,17,9520,2760,6.58,15.8,Australia,77.25
Chiropodist,Entertainment,Decreasing,High,98303.52,Bachelor’s Degree,15,1720,2047,87.37,68.91,USA,65.75
Special educational needs teacher,Manufacturing,Decreasing,Moderate,43162.99,Associate Degree,13,8775,6572,6.3,13.47,UK,27.91
Museum education officer,Entertainment,Decreasing,Low,148934.14,PhD,2,7690,7651,1.31,82.75,India,62.22
"Programmer, systems",Entertainment,Decreasing,Low,50736.18,Associate Degree,2,6787,8168,92.98,96.62,Brazil,64.5
Financial adviser,Healthcare,Decreasing,Low,53862.03,Associate Degree,16,109,7904,64.42,5.3,Australia,33.55
Broadcast journalist,Finance,Decreasing,Moderate,131208.26,Master’s Degree,13,8041,8057,13.25,23.56,UK,21.02
Education administrator,Healthcare,Increasing,Low,80916.79,Bachelor’s Degree,0,2814,6456,45.47,7.88,China,44.05
"Engineer, communications",Education,Increasing,High,64414.5,Associate Degree,13,2323,7234,96.86,53.93,Australia,68.93
Estate agent,Finance,Decreasing,High,42162.02,Associate Degree,16,949,7472,17.21,31.73,Canada,26.53
Translator,IT,Increasing,Moderate,105186.39,PhD,20,1391,9890,54.24,49.35,Brazil,52.35
Patent examiner,Manufacturing,Increasing,Low,38493.78,Master’s Degree,0,7017,6966,24.81,44.44,Australia,44.43
"Therapist, occupational",Manufacturing,Increasing,Low,118869.85,Master’s Degree,14,1966,9258,4.83,93.27,USA,76.87
Print production planner,Transportation,Increasing,Moderate,132508.91,Master’s Degree,13,6626,5581,65.44,71.74,UK,54.64
Engineering geologist,Healthcare,Decreasing,Low,56743.74,PhD,2,6935,7846,45.6,30.31,China,57.86
Land/geomatics surveyor,Finance,Increasing,High,115890.26,Associate Degree,1,1570,769,50.79,98.58,Germany,49.16
Cartographer,Retail,Increasing,High,38712.75,Associate Degree,5,1289,2500,15.43,68.19,China,66.82
Pension scheme manager,IT,Increasing,Low,78810.73,Associate Degree,6,7375,9444,89.09,37.28,Brazil,73.84
Public house manager,Healthcare,Decreasing,Moderate,111557.77,Master’s Degree,10,7123,4465,66.1,29.68,UK,42.86
Hospital pharmacist,Education,Decreasing,High,131221.25,Master’s Degree,9,4070,3505,31.65,22.39,China,57.96
Retail merchandiser,Education,Increasing,Moderate,63042.47,Master’s Degree,17,5093,883,35.22,58.34,India,41.66
Records manager,Transportation,Decreasing,High,120694.81,High School,3,3053,9065,5.16,79.39,UK,42.62
Chiropodist,Manufacturing,Decreasing,Low,83213.3,PhD,20,5503,2150,37.82,95.09,India,75.94
Water quality scientist,Finance,Decreasing,High,80461.65,High School,11,3948,5654,88.06,15.0,Canada,68.33
"Conservator, furniture",Education,Decreasing,Low,67581.63,High School,1,5367,6325,0.49,28.46,Australia,26.18
Corporate treasurer,Manufacturing,Increasing,Moderate,137256.97,Bachelor’s Degree,19,8426,342,76.91,43.63,Australia,53.78
Leisure centre manager,Manufacturing,Decreasing,Moderate,88564.49,High School,9,762,6299,56.94,8.11,China,56.78
Orthoptist,IT,Decreasing,High,111602.42,High School,18,4222,8140,16.26,52.3,Canada,43.88
Mental health nurse,Retail,Increasing,Moderate,48108.96,Bachelor’s Degree,9,4347,717,11.0,18.84,Canada,71.25
Illustrator,Education,Decreasing,High,123234.15,PhD,2,5255,7565,74.66,3.14,UK,58.25
"Engineer, manufacturing systems",IT,Decreasing,Low,117864.69,PhD,17,7047,3251,18.87,70.92,India,67.73
Contracting civil engineer,Entertainment,Increasing,Moderate,121583.14,Bachelor’s Degree,0,620,835,95.09,48.13,Canada,43.32
Farm manager,Healthcare,Decreasing,High,81182.45,Bachelor’s Degree,17,4878,2745,19.01,97.13,India,64.25
Warehouse manager,Entertainment,Decreasing,High,64595.77,Bachelor’s Degree,14,8603,8634,5.5,59.12,Australia,25.48
Human resources officer,Entertainment,Increasing,Moderate,39588.93,PhD,14,5057,8939,19.98,42.13,India,33.61
Commissioning editor,Manufacturing,Decreasing,Moderate,31448.39,Associate Degree,7,6873,6537,19.14,38.85,China,69.15
Therapeutic radiographer,Healthcare,Increasing,High,101272.01,Master’s Degree,8,426,3796,85.72,4.74,Brazil,35.59
Health and safety adviser,Healthcare,Decreasing,High,119416.92,Master’s Degree,7,2506,6665,40.6,87.53,India,24.76
Art therapist,Education,Decreasing,High,135412.19,PhD,17,4974,6446,37.33,80.91,USA,54.93
Financial trader,Manufacturing,Decreasing,Moderate,40886.98,Bachelor’s Degree,18,1601,4430,64.38,90.84,Germany,47.69
Passenger transport manager,Transportation,Increasing,High,117414.14,Bachelor’s Degree,20,7097,1598,63.96,86.31,USA,29.01
Barista,Transportation,Increasing,Low,110923.04,High School,2,3841,3977,28.2,23.31,UK,56.4
"Teacher, music",IT,Decreasing,Low,32677.84,Bachelor’s Degree,9,1387,1291,14.91,46.17,Germany,46.24
Systems analyst,Entertainment,Decreasing,High,86141.56,High School,5,745,1470,67.71,73.39,UK,25.67
International aid/development worker,Manufacturing,Decreasing,Moderate,149292.58,Associate Degree,19,7275,7911,59.99,73.12,Canada,33.06
"Teacher, early years/pre",Manufacturing,Increasing,High,50487.08,High School,4,5146,197,69.36,13.04,China,62.4
Neurosurgeon,Transportation,Increasing,Moderate,79045.83,PhD,4,6476,5406,80.24,8.36,Brazil,77.25
Exhibition designer,Retail,Increasing,Moderate,89708.56,High School,14,8184,301,86.29,11.74,Germany,38.07
Naval architect,Education,Increasing,Low,47392.18,Master’s Degree,1,8418,4382,80.88,26.78,USA,75.69
Ambulance person,Finance,Decreasing,Low,134559.61,High School,15,5722,6746,44.04,56.05,USA,24.26
Garment/textile technologist,Manufacturing,Decreasing,High,113696.34,Bachelor’s Degree,7,5271,9268,2.43,25.09,India,26.54
"Surveyor, building",Entertainment,Increasing,Moderate,136496.2,High School,16,2275,2006,20.6,43.6,India,42.03
Fashion designer,Transportation,Decreasing,High,146889.09,Bachelor’s Degree,2,8919,7480,62.21,6.09,Australia,39.54
Academic librarian,Entertainment,Decreasing,Low,35676.78,Bachelor’s Degree,12,6371,6611,70.53,90.52,UK,59.68
Maintenance engineer,Education,Increasing,High,89009.19,High School,5,2510,6109,0.6,89.9,Canada,38.87
Tour manager,Finance,Decreasing,Moderate,138929.1,High School,5,4444,3928,96.93,82.59,Canada,25.65
Police officer,Education,Increasing,High,62769.98,Bachelor’s Degree,13,8402,8207,88.34,34.37,USA,67.13
"Engineer, water",Education,Increasing,High,102924.33,Associate Degree,20,8662,253,38.18,86.36,China,59.12
Barista,Manufacturing,Increasing,Low,115211.58,Master’s Degree,7,6082,6448,82.27,60.99,Brazil,37.28
"Editor, film/video",Education,Decreasing,High,128511.23,High School,16,3153,4619,48.42,11.23,Australia,57.86
"Social research officer, government",Education,Decreasing,Moderate,65666.44,Bachelor’s Degree,9,6100,6414,83.93,58.78,Germany,45.26
Theatre manager,Finance,Increasing,Low,147665.21,High School,4,1245,2992,5.83,19.97,China,73.05
Health physicist,IT,Decreasing,Low,109827.13,Associate Degree,18,7592,4935,79.2,58.21,China,60.97
"Geneticist, molecular",Finance,Decreasing,Moderate,52595.22,High School,0,3245,9971,1.38,6.68,China,57.26
Television camera operator,Healthcare,Decreasing,Low,99312.26,Master’s Degree,16,8716,378,59.88,8.19,Australia,23.78
Land,Education,Decreasing,High,56703.5,PhD,1,2132,8879,6.6,30.2,USA,21.12
Social worker,Retail,Decreasing,Low,73859.54,Associate Degree,8,6549,5273,63.5,2.06,Germany,76.9
Arboriculturist,Finance,Decreasing,Moderate,105769.53,High School,4,115,9306,62.76,47.1,Australia,32.24
Ecologist,Entertainment,Increasing,High,40464.58,High School,1,5221,8943,28.31,57.99,UK,44.91
"Designer, blown glass/stained glass",Manufacturing,Increasing,High,55936.26,Bachelor’s Degree,4,9842,9875,14.94,45.28,UK,23.13
Television camera operator,Manufacturing,Increasing,High,82618.6,PhD,20,3840,276,69.04,16.15,Canada,39.22
"Administrator, local government",Finance,Decreasing,Low,121285.83,PhD,2,7779,9491,1.06,75.56,USA,68.65
Diagnostic radiographer,Entertainment,Increasing,Moderate,145045.47,High School,18,869,2488,9.56,99.06,Australia,69.73
Hotel manager,Transportation,Increasing,Moderate,112755.51,Bachelor’s Degree,4,8097,8850,18.88,34.33,China,42.81
Chief Financial Officer,Finance,Increasing,Moderate,54848.16,Bachelor’s Degree,5,5119,7920,42.32,83.15,Brazil,23.47
Professor Emeritus,Finance,Decreasing,Low,133063.46,High School,8,318,2817,90.71,30.63,USA,25.74
Health service manager,Healthcare,Decreasing,Moderate,104230.12,Master’s Degree,7,9305,9219,13.91,84.46,Brazil,54.4
Psychiatrist,Finance,Decreasing,Moderate,103474.04,High School,11,2566,7299,50.44,91.59,China,78.98
Public relations officer,Retail,Increasing,Moderate,96645.47,PhD,10,1129,5020,41.56,66.11,Brazil,75.78
Dance movement psychotherapist,Healthcare,Decreasing,Moderate,120901.93,Bachelor’s Degree,13,2205,8418,94.68,18.1,India,66.28
Make,Manufacturing,Decreasing,High,63142.33,Bachelor’s Degree,2,5853,3183,70.96,48.95,UK,62.18
Therapeutic radiographer,Education,Decreasing,High,56782.31,High School,5,9767,1576,54.58,39.46,Germany,67.35
"Surveyor, insurance",Manufacturing,Increasing,Moderate,72012.1,Bachelor’s Degree,4,8058,9175,44.64,71.69,China,47.43
"Therapist, art",Transportation,Increasing,Moderate,60696.71,High School,11,4766,2348,68.76,85.88,India,65.51
"Engineer, chemical",Retail,Decreasing,Moderate,132917.99,Associate Degree,5,8547,8126,9.88,64.27,China,43.63
"Journalist, newspaper",Healthcare,Decreasing,High,118612.88,Bachelor’s Degree,12,6416,607,35.69,95.71,Canada,31.02
Insurance account manager,Healthcare,Increasing,Low,45111.69,Master’s Degree,5,8602,5746,52.24,83.31,UK,72.29
"Editor, commissioning",Retail,Increasing,Low,136749.96,High School,1,2690,3724,62.73,37.09,USA,31.75
Petroleum engineer,Retail,Increasing,Low,58731.02,Bachelor’s Degree,16,3515,628,34.29,36.95,Canada,51.08
"Psychologist, clinical",Transportation,Increasing,High,79431.03,Master’s Degree,11,1162,7635,17.17,79.53,Canada,71.42
"Therapist, drama",Entertainment,Decreasing,Low,63153.29,High School,17,8608,3915,0.35,20.14,China,76.26
"Nurse, children's",Finance,Decreasing,Moderate,95840.0,PhD,8,1234,1824,57.87,39.23,Brazil,24.13
Multimedia programmer,Entertainment,Decreasing,High,128809.36,PhD,16,8689,2222,43.01,94.89,Canada,30.84
Chiropractor,Healthcare,Decreasing,Low,98690.49,Bachelor’s Degree,13,8592,3145,5.69,63.72,Brazil,29.61
Health and safety inspector,Entertainment,Decreasing,High,64480.46,PhD,6,4479,3957,30.85,24.14,USA,60.75
"Surveyor, rural practice",Retail,Decreasing,High,148824.68,Master’s Degree,16,6705,4531,44.78,70.88,Germany,48.97
Sports therapist,Healthcare,Decreasing,Moderate,57927.46,Bachelor’s Degree,16,8148,7732,99.16,8.93,Germany,37.59
"Buyer, industrial",Entertainment,Decreasing,High,120812.51,Master’s Degree,9,9751,2266,0.2,37.05,India,76.84
Government social research officer,Education,Decreasing,High,61156.26,Bachelor’s Degree,19,9343,6160,54.88,96.16,Australia,46.96
"Engineer, biomedical",IT,Increasing,Moderate,119026.98,PhD,15,9698,7565,69.22,56.83,Australia,35.53
Technical sales engineer,Healthcare,Decreasing,Moderate,92522.46,High School,6,5751,2067,66.75,67.96,Canada,27.82
"Administrator, local government",Education,Increasing,Low,86829.02,High School,0,9887,4796,55.42,11.16,Canada,30.76
Speech and language therapist,Transportation,Decreasing,Moderate,100983.67,Associate Degree,14,4897,112,9.84,6.39,UK,36.32
Diagnostic radiographer,Manufacturing,Increasing,Low,43269.59,High School,19,7634,2970,20.24,46.29,Germany,52.05
Oncologist,Education,Decreasing,Moderate,148063.03,Associate Degree,20,7667,8968,65.99,7.45,USA,62.72
"Lighting technician, broadcasting/film/video",Healthcare,Increasing,High,105690.17,Bachelor’s Degree,10,5485,7402,7.07,16.31,USA,79.09
Building surveyor,Education,Decreasing,Low,78243.5,Associate Degree,11,7991,6757,40.46,96.99,USA,35.93
Charity fundraiser,Education,Increasing,Low,112620.08,High School,10,5295,3886,30.5,54.44,UK,72.23
Interpreter,Retail,Decreasing,Moderate,81104.45,Associate Degree,0,2039,6277,51.66,27.83,Australia,34.27
Sports administrator,Education,Increasing,Low,126148.72,Bachelor’s Degree,18,8584,5373,56.62,23.25,China,26.1
Horticultural therapist,Manufacturing,Increasing,Moderate,65147.91,PhD,11,9444,7355,20.39,73.95,Australia,75.8
Health and safety adviser,Finance,Increasing,Moderate,59431.55,PhD,19,608,9987,84.9,19.26,Brazil,33.26
Fitness centre manager,Healthcare,Decreasing,Moderate,39661.67,High School,7,7691,7975,22.07,62.83,China,75.24
Pharmacologist,Healthcare,Decreasing,Moderate,49458.11,High School,10,4985,8894,54.97,51.04,China,58.89
Garment/textile technologist,Finance,Increasing,Moderate,33299.45,Bachelor’s Degree,20,7985,8205,70.08,55.89,UK,67.71
"Engineer, civil (consulting)",Finance,Decreasing,High,51815.25,Master’s Degree,1,2896,9862,71.08,52.52,India,45.96
Toxicologist,Education,Increasing,Low,48047.26,PhD,13,6419,3381,89.37,53.31,Brazil,68.11
Lexicographer,Education,Increasing,Low,147171.38,Associate Degree,13,6279,1222,99.29,87.21,India,47.33
Occupational therapist,Retail,Increasing,Moderate,81445.13,High School,8,1623,8449,30.05,90.45,India,20.73
Immunologist,Finance,Decreasing,Moderate,73552.4,High School,4,6380,5795,33.79,29.38,Australia,53.56
"Engineer, materials",Manufacturing,Increasing,Low,47470.41,Bachelor’s Degree,12,5164,2930,67.22,81.84,UK,73.14
"Designer, blown glass/stained glass",Transportation,Increasing,Low,77940.37,PhD,1,8989,2895,59.81,94.07,China,49.24
Personal assistant,Transportation,Increasing,Low,122515.89,PhD,8,1115,7692,14.14,90.53,UK,25.4
"Engineer, petroleum",IT,Decreasing,Moderate,68722.39,Bachelor’s Degree,11,1079,5901,85.22,40.28,USA,45.06
"Scientist, marine",Healthcare,Decreasing,High,93277.08,High School,18,7602,1102,63.47,95.06,UK,73.26
Meteorologist,Transportation,Decreasing,Low,57614.01,High School,16,2903,6139,97.05,62.53,Germany,54.93
Magazine journalist,Transportation,Decreasing,High,102475.0,PhD,1,9899,8378,95.12,64.37,India,34.99
Optometrist,Entertainment,Decreasing,High,86013.29,PhD,1,352,2817,75.76,53.64,China,74.77
Corporate investment banker,IT,Decreasing,Moderate,134966.3,Associate Degree,6,1622,4667,17.79,32.84,Canada,62.8
Video editor,Manufacturing,Decreasing,High,79034.55,PhD,7,8303,9896,63.2,38.02,USA,20.68
"Therapist, occupational",Entertainment,Increasing,Moderate,135483.25,Bachelor’s Degree,8,6168,9035,59.65,37.2,USA,73.49
"Teacher, early years/pre",Finance,Decreasing,Low,56220.97,Master’s Degree,6,2313,1253,74.91,67.89,Canada,34.83
Health promotion specialist,Entertainment,Increasing,High,44239.76,High School,12,2167,7414,65.51,79.8,Brazil,48.35
Clinical research associate,Transportation,Increasing,Moderate,74123.54,Master’s Degree,15,4359,4273,69.72,80.2,Germany,78.35
Phytotherapist,Entertainment,Decreasing,High,54462.61,High School,2,868,122,26.43,83.26,UK,31.13
Tourist information centre manager,Transportation,Decreasing,High,37789.54,Bachelor’s Degree,11,6407,1528,69.53,39.89,Germany,76.99
Newspaper journalist,Healthcare,Decreasing,Moderate,75243.27,PhD,10,7658,621,88.26,99.9,Canada,49.05
Equities trader,Finance,Decreasing,Moderate,58718.86,Bachelor’s Degree,14,4532,8454,3.36,86.89,India,79.03
Drilling engineer,Transportation,Increasing,Moderate,58669.84,Bachelor’s Degree,3,3191,1309,75.48,45.92,China,33.01
Microbiologist,Transportation,Increasing,Low,131332.23,Bachelor’s Degree,0,6120,5457,73.99,76.54,Germany,21.74
"Designer, interior/spatial",Retail,Decreasing,High,57115.15,PhD,5,3180,1973,76.2,73.65,Brazil,31.91
"Accountant, chartered management",IT,Increasing,Low,99066.06,Associate Degree,15,7572,3519,62.79,55.61,Canada,72.96
Commissioning editor,Healthcare,Increasing,Moderate,129551.3,High School,19,6289,9276,43.66,1.47,Germany,50.55
Research scientist (medical),Finance,Increasing,Low,103458.84,PhD,8,3679,7316,76.21,25.2,USA,33.75
Interpreter,Retail,Increasing,High,46779.38,Associate Degree,18,1436,4098,74.44,89.79,India,67.14
"Designer, graphic",Transportation,Increasing,Low,51026.93,Associate Degree,4,6456,608,94.4,50.65,Germany,48.64
"Embryologist, clinical",Transportation,Increasing,High,148027.37,Associate Degree,14,526,6066,77.54,12.59,Brazil,37.71
Community arts worker,Finance,Increasing,High,93021.78,Associate Degree,7,8104,2159,23.33,85.26,Germany,61.46
"Producer, radio",Manufacturing,Increasing,High,43941.24,Associate Degree,2,9063,1016,99.57,59.56,India,79.67
Education administrator,Finance,Decreasing,Low,118288.43,Master’s Degree,3,7222,6247,78.44,4.7,UK,58.03
Company secretary,Finance,Decreasing,High,136381.34,Bachelor’s Degree,10,2089,4560,83.94,33.73,Australia,66.35
Youth worker,Entertainment,Increasing,High,127011.56,PhD,13,3006,6312,82.3,20.72,Canada,30.24
Passenger transport manager,Finance,Decreasing,Low,127678.37,Associate Degree,18,1230,4065,24.62,51.82,Canada,70.11
Warden/ranger,Finance,Decreasing,Low,110356.65,PhD,2,9327,1782,16.8,32.25,India,65.92
Financial risk analyst,IT,Increasing,High,106130.16,Master’s Degree,17,4893,1057,88.93,3.46,India,33.0
Medical laboratory scientific officer,Entertainment,Decreasing,Moderate,100779.01,Associate Degree,18,5556,2055,80.45,99.2,Australia,26.98
Sports therapist,Entertainment,Decreasing,Moderate,70772.89,Master’s Degree,18,7727,2242,22.15,70.98,India,62.83
"Investment banker, corporate",Healthcare,Increasing,Moderate,88555.88,Bachelor’s Degree,14,2998,6924,25.49,21.42,UK,52.77
Trade mark attorney,IT,Increasing,Moderate,144907.53,High School,10,1606,7414,91.16,41.26,India,53.8
Veterinary surgeon,Education,Increasing,High,31824.39,PhD,13,7504,7374,40.73,57.9,India,24.73
"Accountant, chartered public finance",Healthcare,Increasing,Moderate,120735.87,Associate Degree,7,5333,525,31.69,35.43,Australia,73.95
Horticultural therapist,Finance,Increasing,Low,138184.58,Bachelor’s Degree,18,4193,1792,86.87,93.83,Canada,47.03
Press photographer,Education,Increasing,Low,31662.96,Master’s Degree,4,1393,1746,36.5,32.89,Canada,60.64
Television production assistant,Entertainment,Increasing,Low,92368.27,Master’s Degree,6,4277,132,73.5,89.92,Australia,32.41
Database administrator,Education,Decreasing,Low,96385.41,PhD,7,5720,1122,70.24,27.29,Brazil,42.43
Commercial horticulturist,Finance,Increasing,High,63725.43,High School,4,5314,9869,86.0,53.84,Germany,70.86
"Education officer, environmental",Retail,Decreasing,Low,89800.49,Associate Degree,15,7440,5983,35.31,43.8,Australia,72.51
Sales executive,Retail,Decreasing,High,38680.82,High School,16,5497,7039,24.49,93.24,Australia,28.2
Technical sales engineer,Transportation,Increasing,Moderate,84397.34,High School,7,2042,7568,76.21,24.85,UK,42.34
Mechanical engineer,Entertainment,Decreasing,Moderate,107265.02,Bachelor’s Degree,12,1079,304,25.75,2.22,Brazil,27.05
Retail manager,Manufacturing,Increasing,High,63469.6,Master’s Degree,15,2058,4859,27.46,22.57,China,25.79
Health and safety inspector,Manufacturing,Decreasing,High,83655.53,Master’s Degree,10,761,4011,74.19,40.98,Germany,53.62
"Investment banker, operational",Healthcare,Decreasing,Low,97704.94,High School,0,2801,3404,57.71,50.85,Canada,36.27
Sport and exercise psychologist,Manufacturing,Decreasing,Low,92758.26,High School,17,7021,4652,88.22,20.39,China,47.03
Claims inspector/assessor,Transportation,Increasing,High,110443.49,Master’s Degree,6,6186,4988,80.05,43.47,India,44.84
"Designer, graphic",IT,Decreasing,Moderate,31338.61,Bachelor’s Degree,7,2219,1878,28.57,79.94,Germany,56.13
Minerals surveyor,Finance,Increasing,Moderate,46847.84,PhD,14,6918,3326,80.81,49.84,Brazil,53.04
Human resources officer,Finance,Increasing,High,118917.81,Bachelor’s Degree,11,2131,1105,54.89,92.65,Canada,61.0
Manufacturing systems engineer,Entertainment,Decreasing,Low,31375.13,High School,19,745,5143,46.96,60.73,Australia,56.93
Illustrator,Finance,Decreasing,High,115544.89,High School,7,735,5273,97.69,5.54,Germany,40.22
Youth worker,Transportation,Increasing,High,58067.01,High School,8,7295,7342,82.47,15.57,Australia,50.61
Nature conservation officer,Retail,Increasing,Moderate,128144.47,Associate Degree,6,1200,8161,12.93,6.65,Canada,41.12
Translator,Finance,Increasing,Low,147702.14,Associate Degree,2,3947,4575,13.97,36.18,Germany,31.46
Illustrator,Healthcare,Increasing,Low,139108.04,Master’s Degree,13,4862,6505,48.18,85.1,India,54.91
Patent examiner,Transportation,Decreasing,Moderate,47332.63,PhD,6,4467,6778,74.23,90.13,Germany,43.55
"Administrator, sports",Transportation,Increasing,Moderate,78210.86,Bachelor’s Degree,5,3432,6733,46.26,35.66,USA,64.94
"Psychologist, occupational",Finance,Increasing,Moderate,80717.04,Bachelor’s Degree,17,2629,4326,34.41,89.44,Canada,71.73
"Designer, industrial/product",IT,Increasing,High,95423.32,PhD,6,7932,4747,94.64,8.18,Canada,54.7
Podiatrist,IT,Increasing,High,105807.79,PhD,16,8432,569,56.43,33.35,China,52.05
"Designer, multimedia",Entertainment,Increasing,High,76304.47,Bachelor’s Degree,13,8856,6591,56.64,40.6,Canada,68.48
Building surveyor,Manufacturing,Decreasing,Moderate,147456.18,PhD,18,2062,163,37.9,50.96,Brazil,43.82
"Conservation officer, nature",Finance,Increasing,High,144981.66,Bachelor’s Degree,13,3303,5320,48.56,13.43,China,47.91
Community education officer,IT,Increasing,Moderate,116134.44,Associate Degree,6,7011,8215,5.61,19.96,UK,54.09
"Production assistant, radio",Finance,Increasing,High,31281.2,Associate Degree,15,5513,3419,65.53,35.21,Canada,42.84
Mechanical engineer,Manufacturing,Decreasing,Moderate,64224.36,Bachelor’s Degree,11,5441,753,5.62,87.62,Australia,47.44
Television/film/video producer,Finance,Increasing,Moderate,138364.85,Bachelor’s Degree,7,9252,8966,65.84,47.85,China,37.46
Insurance underwriter,IT,Increasing,High,99217.84,Associate Degree,0,7333,1541,79.8,20.75,UK,79.33
Waste management officer,Entertainment,Increasing,High,117759.93,Master’s Degree,12,8950,4761,89.11,1.25,Brazil,61.38
"Engineer, energy",Entertainment,Decreasing,Moderate,51482.74,PhD,1,7335,6947,34.55,32.28,Canada,49.01
Travel agency manager,IT,Decreasing,Moderate,41355.77,Master’s Degree,0,7766,5411,94.14,98.04,Australia,76.84
Air cabin crew,IT,Increasing,High,56219.4,Associate Degree,4,6394,2420,97.7,52.86,Brazil,63.01
"Conservation officer, nature",Education,Increasing,High,100125.27,Associate Degree,14,5532,6827,15.76,9.37,UK,22.19
Counselling psychologist,Healthcare,Decreasing,High,78523.23,High School,10,5392,4723,28.52,40.26,UK,73.07
Cytogeneticist,Retail,Decreasing,Low,123727.48,PhD,10,2227,1708,80.69,91.09,Brazil,47.42
Biomedical scientist,IT,Decreasing,Moderate,131350.74,High School,6,3473,7146,49.42,4.48,Australia,21.84
"Scientist, forensic",Finance,Increasing,Moderate,69490.12,Master’s Degree,3,9122,2696,81.12,92.15,USA,35.09
"Education officer, environmental",IT,Decreasing,Low,92596.45,Bachelor’s Degree,20,2668,5539,20.84,62.71,UK,75.91
Fine artist,IT,Decreasing,Moderate,73884.32,Master’s Degree,12,7578,2671,12.7,79.96,UK,29.2
Primary school teacher,Healthcare,Decreasing,Moderate,121614.35,Bachelor’s Degree,8,8242,2231,92.09,50.9,India,69.03
Retail buyer,Retail,Decreasing,High,143049.87,High School,12,3658,4589,20.02,75.88,USA,20.19
"Surveyor, commercial/residential",Finance,Increasing,Moderate,72523.76,High School,16,4171,3138,82.27,65.67,Australia,74.21
Statistician,Manufacturing,Increasing,Moderate,127024.7,PhD,6,7999,7827,97.69,97.86,Brazil,66.1
"Surveyor, commercial/residential",Transportation,Decreasing,Low,31724.75,High School,13,6730,5264,57.77,50.92,China,53.42
"Programme researcher, broadcasting/film/video",Healthcare,Decreasing,High,127506.0,High School,12,9851,5610,32.07,16.87,Australia,69.82
"Designer, fashion/clothing",Healthcare,Decreasing,Low,145631.19,High School,11,9369,2754,51.86,22.31,China,43.11
"Development worker, international aid",Entertainment,Increasing,High,112231.93,High School,6,5591,9400,72.34,70.88,USA,45.51
"Engineer, mining",Manufacturing,Increasing,Moderate,106018.5,Master’s Degree,19,3547,4516,60.44,15.2,UK,37.07
Communications engineer,IT,Decreasing,Low,51680.64,Associate Degree,2,7967,1382,14.94,1.89,Brazil,29.05
Cabin crew,Retail,Decreasing,Low,116550.16,Associate Degree,16,1520,7143,21.97,32.52,Australia,22.16
Race relations officer,Entertainment,Increasing,Low,141025.69,High School,4,535,9053,55.99,93.43,China,67.03
"Engineer, electrical",Education,Increasing,High,53386.03,Bachelor’s Degree,1,4369,5248,8.11,25.27,China,73.3
Armed forces training and education officer,Transportation,Increasing,High,59387.76,High School,7,8553,6624,54.46,49.1,Germany,77.09
Research scientist (medical),Retail,Increasing,High,42961.94,Bachelor’s Degree,11,4018,4564,32.63,97.76,Australia,56.57
Risk manager,Entertainment,Decreasing,Moderate,87900.11,High School,20,8002,769,76.05,98.03,India,52.64
Paramedic,Transportation,Increasing,High,97801.32,High School,3,5874,7189,83.62,27.07,India,79.26
Economist,Transportation,Decreasing,Low,61343.09,Bachelor’s Degree,4,6061,2158,10.25,14.87,Germany,76.19
Secretary/administrator,Healthcare,Decreasing,Low,142415.52,Associate Degree,11,1779,1762,18.59,22.17,Brazil,42.04
Television production assistant,Retail,Decreasing,Moderate,148660.5,Bachelor’s Degree,7,6755,4218,48.51,88.7,Brazil,66.07
English as a second language teacher,IT,Decreasing,Moderate,111707.64,Associate Degree,6,833,7485,1.08,68.53,Germany,37.5
Herbalist,IT,Decreasing,Moderate,36404.42,Associate Degree,1,9580,3036,59.63,69.83,USA,30.66
Animator,Transportation,Increasing,Low,73529.82,Master’s Degree,10,8335,969,37.89,77.71,Australia,42.24
Waste management officer,Retail,Increasing,High,32181.66,Associate Degree,8,275,8945,16.36,79.78,UK,50.16
"Designer, jewellery",IT,Increasing,Moderate,53266.21,Bachelor’s Degree,5,1509,5081,23.52,16.25,China,61.04
"Designer, exhibition/display",Finance,Increasing,Moderate,136979.93,Associate Degree,6,4343,2360,38.29,83.6,China,59.69
"Civil engineer, consulting",Entertainment,Increasing,High,51486.62,PhD,18,5673,5977,68.03,1.66,USA,65.89
"Horticulturist, commercial",Transportation,Increasing,Moderate,63580.33,High School,3,1173,5601,16.05,78.94,Canada,35.47
Environmental manager,Finance,Decreasing,High,52506.31,PhD,4,1039,8504,17.93,81.79,India,52.8
"Investment banker, corporate",Manufacturing,Decreasing,Moderate,145478.27,PhD,19,7900,4866,47.89,21.49,UK,24.47
"Conservation officer, historic buildings",IT,Decreasing,High,129008.74,High School,17,1963,8444,6.99,95.07,Canada,73.43
"Designer, jewellery",Retail,Increasing,Moderate,127964.21,High School,19,5694,3346,4.85,64.77,Australia,50.88
Forensic psychologist,Retail,Increasing,High,67030.36,Associate Degree,6,6905,146,23.74,61.94,USA,59.81
Contractor,Retail,Increasing,High,139315.61,Master’s Degree,11,253,2999,11.26,36.38,Canada,55.57
Nature conservation officer,Entertainment,Decreasing,High,45170.97,Bachelor’s Degree,8,4660,6140,50.68,74.76,USA,69.4
Special effects artist,Education,Increasing,Low,67020.96,High School,1,343,9160,57.42,31.55,Brazil,57.89
Armed forces training and education officer,Education,Increasing,Moderate,30820.47,Bachelor’s Degree,5,7007,8790,52.33,68.29,Canada,33.23
IT sales professional,Retail,Decreasing,Low,63041.43,PhD,9,6663,6302,86.31,27.2,USA,53.1
"Surveyor, mining",Retail,Decreasing,Low,86711.49,Master’s Degree,1,2279,1238,25.83,5.81,China,45.73
Administrator,Entertainment,Decreasing,Low,118936.49,Associate Degree,2,9179,7073,85.12,94.4,UK,53.84
Financial risk analyst,Entertainment,Decreasing,High,147159.63,PhD,7,7672,8760,72.55,36.84,China,57.89
"Teacher, special educational needs",Retail,Decreasing,Low,112893.12,Bachelor’s Degree,2,1146,3154,14.18,25.84,Germany,70.9
Clinical psychologist,Education,Increasing,Moderate,101791.8,High School,11,5340,5774,62.64,49.99,Brazil,68.12
Occupational therapist,Education,Decreasing,Low,146638.0,PhD,1,5785,1357,79.02,12.88,UK,61.97
Photographer,Healthcare,Increasing,Low,130480.07,Bachelor’s Degree,2,2852,1931,39.62,3.49,UK,53.58
Comptroller,Transportation,Decreasing,High,116203.61,Bachelor’s Degree,0,8265,1544,30.43,46.63,China,67.89
Broadcast presenter,Healthcare,Increasing,High,39694.47,Master’s Degree,18,4289,5604,87.08,31.55,Canada,74.89
"Investment banker, corporate",Manufacturing,Decreasing,Moderate,51613.58,Associate Degree,0,4884,9886,92.57,78.68,India,45.61
Banker,Healthcare,Decreasing,Low,72052.47,High School,1,4140,7378,75.51,57.91,Canada,35.15
"Teacher, special educational needs",IT,Increasing,Low,65458.58,PhD,7,7951,269,3.25,45.62,UK,67.1
Garment/textile technologist,Manufacturing,Increasing,High,67212.24,Associate Degree,19,8436,7369,80.26,15.77,Germany,36.49
Therapeutic radiographer,Finance,Decreasing,High,101558.32,High School,20,851,3474,70.26,29.03,Canada,69.6
Publishing copy,Healthcare,Increasing,High,62832.14,PhD,3,6979,9555,77.2,46.92,India,42.25
Volunteer coordinator,Education,Increasing,High,34357.01,Bachelor’s Degree,18,4912,2895,16.1,81.39,India,21.95
"Surveyor, hydrographic",Entertainment,Increasing,High,49568.07,Bachelor’s Degree,17,8719,271,0.77,24.73,Canada,33.95
Herpetologist,Education,Increasing,Low,36763.75,Associate Degree,18,5828,3627,69.95,5.65,Germany,23.96
"Engineer, control and instrumentation",Entertainment,Increasing,Moderate,65620.71,Bachelor’s Degree,6,9753,6166,79.12,71.65,USA,79.63
Media planner,Retail,Decreasing,Moderate,89891.62,Master’s Degree,11,2711,7978,29.33,18.11,USA,53.99
Forest/woodland manager,IT,Increasing,Moderate,123698.13,Associate Degree,3,8303,7796,4.89,3.08,Brazil,56.29
Horticultural therapist,Healthcare,Decreasing,Low,52506.27,High School,3,2359,5577,22.56,15.29,Germany,57.11
Counselling psychologist,Entertainment,Decreasing,Low,101664.15,PhD,8,9467,3429,57.18,59.65,Australia,33.2
Quarry manager,Healthcare,Decreasing,Moderate,132734.34,Bachelor’s Degree,5,788,1920,46.72,68.72,China,76.33
Hydrogeologist,Finance,Increasing,Low,144703.9,High School,18,396,3322,46.98,30.21,Brazil,32.53
"Designer, blown glass/stained glass",Retail,Increasing,Low,113455.02,Bachelor’s Degree,10,4207,8276,9.48,95.4,India,60.38
Politician's assistant,Education,Decreasing,Low,89488.31,Bachelor’s Degree,13,8488,2705,0.65,3.39,UK,54.77
Probation officer,Healthcare,Increasing,Low,139994.65,Bachelor’s Degree,9,4834,8759,49.95,98.39,China,74.45
"Scientist, physiological",Healthcare,Increasing,Moderate,87840.81,PhD,3,4190,2905,78.82,3.47,UK,52.76
"Therapist, sports",Manufacturing,Decreasing,High,148719.99,High School,3,4722,7527,55.01,8.1,UK,52.0
Hydrogeologist,Entertainment,Decreasing,Low,74430.6,PhD,13,2906,8576,16.98,52.79,Australia,39.54
Waste management officer,IT,Increasing,High,88734.33,PhD,18,3061,6414,89.39,98.45,USA,40.02
Chartered accountant,Transportation,Increasing,Moderate,98217.92,Master’s Degree,7,7763,2683,66.87,53.58,Australia,25.48
"Engineer, control and instrumentation",Finance,Increasing,High,122845.99,PhD,9,185,2665,34.68,28.16,India,36.88
Newspaper journalist,Manufacturing,Decreasing,Low,35696.99,High School,15,485,8982,97.95,35.99,UK,71.63
Seismic interpreter,Entertainment,Decreasing,Moderate,124884.65,Bachelor’s Degree,11,8583,3356,7.96,17.79,Brazil,28.47
Structural engineer,Retail,Increasing,Low,149966.9,High School,3,3754,5794,17.53,16.79,India,74.09
Prison officer,Finance,Increasing,High,48862.45,Master’s Degree,12,531,7743,57.74,4.13,Brazil,59.25
Chartered legal executive (England and Wales),Manufacturing,Increasing,High,31991.36,Bachelor’s Degree,19,1068,2962,58.94,34.14,China,29.19
Mudlogger,Entertainment,Increasing,High,58591.31,Bachelor’s Degree,10,3400,6788,23.63,42.24,Australia,32.78
Field trials officer,Transportation,Increasing,Low,81745.27,Master’s Degree,14,9437,950,63.68,46.57,China,68.51
Geophysical data processor,Healthcare,Increasing,Moderate,60757.7,High School,0,5343,7995,93.76,80.12,Australia,27.42
Bonds trader,Education,Decreasing,Low,101616.08,Associate Degree,15,5136,6972,4.46,48.98,India,50.1
"Engineer, automotive",Finance,Increasing,Moderate,135440.61,PhD,1,5937,1653,23.2,66.5,Australia,28.57
Child psychotherapist,Entertainment,Increasing,Low,105577.48,Master’s Degree,11,5647,6081,67.15,89.02,USA,76.78
"Therapist, music",Manufacturing,Increasing,Moderate,62489.14,Bachelor’s Degree,11,9985,4260,3.94,45.65,India,59.92
Environmental consultant,Finance,Decreasing,Low,70636.08,High School,5,725,7959,22.41,9.29,Germany,65.17
Dancer,Manufacturing,Decreasing,Low,63345.92,Associate Degree,13,9209,9616,92.37,45.22,UK,69.79
"Therapist, music",Education,Increasing,Moderate,44012.52,Master’s Degree,19,4920,5212,39.2,52.62,Australia,75.78
Site engineer,Retail,Increasing,High,87516.48,Associate Degree,13,2059,6477,23.83,59.6,Australia,32.84
Barrister,Manufacturing,Decreasing,Low,47663.63,High School,17,4003,2871,97.43,69.82,Canada,41.29
Legal executive,Finance,Increasing,Moderate,132763.34,PhD,6,3718,2020,26.32,83.29,Germany,23.76
Prison officer,Entertainment,Increasing,Moderate,129571.94,Master’s Degree,1,2552,6524,61.6,29.35,India,60.58
Science writer,Finance,Decreasing,Low,146319.63,Bachelor’s Degree,11,5978,2429,15.78,69.3,Germany,51.46
Airline pilot,Finance,Decreasing,Low,43620.72,PhD,19,8154,6122,97.89,34.32,Australia,39.54
Social researcher,Finance,Decreasing,High,68623.02,Master’s Degree,12,6995,2206,23.4,51.7,China,44.14
Bonds trader,Transportation,Decreasing,High,110163.32,Master’s Degree,3,1554,891,56.58,43.95,China,53.78
"Therapist, occupational",Manufacturing,Increasing,Moderate,107492.26,PhD,18,5578,8049,58.18,54.3,USA,32.58
Structural engineer,Manufacturing,Increasing,High,149809.05,Associate Degree,18,3123,1129,23.33,38.97,Canada,76.81
Lobbyist,Finance,Decreasing,Moderate,35756.62,Associate Degree,3,678,1527,71.21,78.46,India,27.45
Museum/gallery conservator,Retail,Decreasing,Moderate,97459.45,Master’s Degree,18,5704,8874,25.17,12.56,Canada,29.37
Surgeon,Retail,Decreasing,Moderate,64587.75,Associate Degree,3,5875,2836,67.36,84.38,Germany,32.92
"Teacher, music",Transportation,Increasing,High,57839.08,Master’s Degree,14,4289,5599,65.31,38.47,UK,26.38
"Scientist, research (physical sciences)",Manufacturing,Increasing,Low,107841.64,Master’s Degree,14,6289,9282,35.22,93.63,Brazil,54.52
Minerals surveyor,Finance,Increasing,Moderate,116893.32,Bachelor’s Degree,19,466,4674,50.6,22.13,India,28.86
"Investment banker, operational",Healthcare,Decreasing,Moderate,69797.7,High School,7,3000,5313,28.38,19.67,Germany,63.29
Immigration officer,Transportation,Increasing,Moderate,143500.93,High School,15,2636,7845,68.52,93.9,UK,25.72
Dentist,Finance,Decreasing,Low,63403.57,Bachelor’s Degree,5,518,8671,41.03,40.36,USA,21.52
"Nurse, learning disability",IT,Increasing,Moderate,93284.06,Bachelor’s Degree,12,5570,1718,52.56,51.97,Brazil,64.64
Actuary,IT,Increasing,Moderate,145505.95,Bachelor’s Degree,11,4479,9547,78.52,55.72,India,52.88
Building control surveyor,Manufacturing,Increasing,High,103833.86,High School,16,7674,3429,80.25,22.03,India,29.81
Sports administrator,Healthcare,Decreasing,High,70093.97,High School,20,2587,4756,14.45,30.22,UK,34.62
Research scientist (medical),Healthcare,Decreasing,Moderate,102912.94,Associate Degree,7,6622,1328,57.38,98.08,UK,71.29
Associate Professor,Finance,Decreasing,High,72449.04,Master’s Degree,13,3566,1535,15.06,66.7,Germany,38.67
"Designer, multimedia",Entertainment,Decreasing,Moderate,105289.08,PhD,4,4985,9377,22.57,62.33,Brazil,55.39
Senior tax professional/tax inspector,Entertainment,Increasing,Low,66344.38,Master’s Degree,2,5778,3617,44.18,32.66,China,65.66
Health and safety adviser,Finance,Increasing,High,82421.44,Bachelor’s Degree,13,1825,3855,77.06,23.91,Brazil,54.9
Water quality scientist,Manufacturing,Increasing,Low,64286.82,High School,13,3607,4846,85.86,75.16,Australia,46.97
Dentist,Education,Decreasing,Low,30680.03,High School,12,4572,5765,69.03,85.24,USA,76.23
Town planner,Entertainment,Decreasing,Moderate,106732.83,Associate Degree,16,237,563,41.74,65.62,India,20.56
Legal secretary,Entertainment,Increasing,High,70814.52,Bachelor’s Degree,19,7428,2843,49.85,39.81,Canada,25.96
"Embryologist, clinical",Healthcare,Decreasing,High,101209.28,Master’s Degree,9,4601,9488,48.84,55.06,USA,60.95
Database administrator,Retail,Decreasing,Moderate,44608.75,Bachelor’s Degree,8,7566,6341,57.02,45.6,Canada,50.53
"Exhibitions officer, museum/gallery",Manufacturing,Increasing,High,130789.04,Associate Degree,12,6194,8004,79.99,92.35,India,79.12
"Restaurant manager, fast food",Finance,Increasing,High,86096.14,Bachelor’s Degree,17,2006,4020,4.8,75.38,Canada,42.8
Counselling psychologist,Entertainment,Decreasing,High,101991.05,Associate Degree,15,4296,507,8.68,64.22,Brazil,61.7
Clinical psychologist,Finance,Decreasing,Moderate,111885.21,Associate Degree,11,6023,5456,58.53,42.1,USA,70.1
"Programme researcher, broadcasting/film/video",Manufacturing,Decreasing,Low,77411.61,High School,6,5712,9325,29.61,66.73,UK,23.32
Textile designer,IT,Decreasing,Moderate,101084.42,Bachelor’s Degree,18,2088,564,18.94,74.22,Canada,30.06
Comptroller,Education,Increasing,Moderate,40570.47,Master’s Degree,16,1377,1207,67.74,64.37,China,71.16
"Engineer, chemical",Retail,Increasing,Low,136928.94,Associate Degree,6,5843,6653,95.69,67.33,Germany,77.29
Armed forces training and education officer,Transportation,Decreasing,Low,106664.3,Bachelor’s Degree,10,7208,8841,54.75,1.63,UK,22.0
Outdoor activities/education manager,Manufacturing,Decreasing,Moderate,137623.66,Master’s Degree,4,2218,7608,23.31,3.16,Brazil,34.69
Recycling officer,Manufacturing,Increasing,High,134926.19,High School,10,7303,2982,43.56,91.95,Brazil,45.38
Barista,Finance,Increasing,High,35673.51,High School,3,8332,9581,64.83,70.66,China,23.9
Risk manager,Retail,Increasing,Low,46673.63,Bachelor’s Degree,9,8362,8243,52.2,12.84,Brazil,35.04
Estate agent,Healthcare,Decreasing,Low,145263.42,High School,6,7256,1864,99.13,93.9,Germany,31.94
Retail banker,Manufacturing,Decreasing,Low,119922.94,PhD,10,1982,1662,76.29,64.75,UK,57.19
Insurance claims handler,Entertainment,Increasing,Moderate,125360.94,Bachelor’s Degree,19,120,8292,55.19,14.94,India,49.08
Animal nutritionist,Finance,Decreasing,Moderate,124852.12,High School,2,2645,3963,19.96,84.61,UK,64.1
Public librarian,Retail,Increasing,High,51753.02,Master’s Degree,14,4953,9712,36.16,1.7,India,74.86
Technical sales engineer,Education,Increasing,High,87047.96,High School,17,6569,4642,61.99,2.19,USA,54.31
"Engineer, electronics",Entertainment,Decreasing,Moderate,86546.79,Master’s Degree,3,4859,9544,66.4,35.87,Australia,57.97
Comptroller,Manufacturing,Increasing,Low,135091.72,High School,12,6339,3984,28.77,61.7,Germany,74.93
Claims inspector/assessor,Entertainment,Decreasing,Moderate,115834.59,Master’s Degree,9,6103,8037,19.22,68.6,Germany,48.03
"Engineer, production",Healthcare,Decreasing,High,58685.43,Bachelor’s Degree,18,2960,7059,63.96,19.31,China,55.93
Phytotherapist,Transportation,Increasing,Low,50220.88,Associate Degree,15,3082,2905,90.42,85.1,Australia,24.29
Armed forces logistics/support/administrative officer,Education,Decreasing,High,65703.67,High School,18,9048,2569,84.1,38.1,Canada,44.5
Advertising account planner,Entertainment,Increasing,High,49453.8,PhD,14,8978,5932,72.04,25.63,China,37.18
Field seismologist,Finance,Decreasing,Low,38515.69,High School,18,5621,7500,57.45,35.25,India,64.84
Data processing manager,IT,Increasing,Moderate,111450.93,Associate Degree,8,8573,7379,50.22,18.33,India,69.69
Broadcast presenter,IT,Decreasing,High,38374.34,Associate Degree,7,5545,4079,65.1,75.29,USA,27.15
Chartered certified accountant,Transportation,Decreasing,Low,49154.31,Bachelor’s Degree,0,4552,1545,96.91,23.1,Australia,63.86
Economist,Finance,Decreasing,High,76724.37,PhD,0,5605,8581,36.87,56.17,India,48.26
Public relations account executive,Retail,Decreasing,Moderate,54408.33,High School,8,2333,9998,38.08,77.3,India,42.04
Trading standards officer,Finance,Decreasing,Moderate,70629.37,Master’s Degree,14,9215,4615,86.04,99.68,Brazil,56.3
Medical illustrator,Retail,Increasing,High,93159.29,PhD,3,5422,7271,87.8,70.7,Australia,24.77
Market researcher,Transportation,Increasing,High,114841.54,Associate Degree,14,6173,2679,4.25,33.34,USA,37.3
Sports therapist,Retail,Increasing,Moderate,49630.62,PhD,14,2360,3005,26.29,41.23,Australia,47.38
Physiological scientist,Finance,Increasing,Low,34368.25,PhD,2,5008,4510,26.93,75.95,Brazil,29.43
Graphic designer,Entertainment,Increasing,Moderate,44162.5,Associate Degree,8,5901,6181,24.96,79.11,UK,22.76
Farm manager,Healthcare,Increasing,Moderate,78125.12,Master’s Degree,5,5312,8009,57.77,5.66,UK,61.86
"Engineer, building services",Finance,Decreasing,Moderate,72018.99,PhD,13,9916,4315,75.11,57.56,India,22.1
Medical technical officer,Education,Decreasing,High,142812.71,Bachelor’s Degree,2,5060,3629,47.72,6.21,Brazil,30.32
Site engineer,Entertainment,Decreasing,Low,64070.54,PhD,6,5516,3862,41.01,51.28,India,24.74
Electronics engineer,Transportation,Decreasing,Low,134799.46,Associate Degree,7,3974,4859,41.68,17.29,UK,77.68
Community pharmacist,Entertainment,Decreasing,High,72819.86,Bachelor’s Degree,9,9658,4846,99.63,95.84,UK,43.59
Brewing technologist,Entertainment,Decreasing,High,76349.86,Bachelor’s Degree,4,6908,9504,56.12,19.74,Brazil,74.17
"Librarian, public",IT,Increasing,Moderate,56958.84,Bachelor’s Degree,8,3717,5203,61.73,7.73,China,68.58
"Merchandiser, retail",Entertainment,Increasing,Moderate,97870.12,PhD,2,7088,2560,30.11,93.16,Canada,52.08
"Teacher, secondary school",Entertainment,Increasing,Low,121776.72,High School,11,3306,7199,40.07,55.16,UK,69.83
"Psychologist, prison and probation services",Entertainment,Decreasing,Low,30104.56,PhD,3,7753,6684,11.69,8.09,UK,27.19
"Engineer, broadcasting (operations)",Retail,Increasing,High,99197.09,Master’s Degree,2,1347,5173,6.69,11.82,Canada,56.79
"Conservator, furniture",Transportation,Decreasing,Moderate,119532.64,Master’s Degree,11,3795,875,25.38,90.31,Germany,68.73
"Engineer, broadcasting (operations)",Entertainment,Decreasing,High,66664.53,High School,12,903,8097,35.31,62.96,China,42.42
Camera operator,Entertainment,Decreasing,Moderate,79834.63,Associate Degree,1,516,735,5.51,37.28,Australia,52.59
Child psychotherapist,Education,Increasing,High,75969.86,Bachelor’s Degree,4,6083,6799,12.27,78.9,Australia,47.16
"Engineer, agricultural",IT,Decreasing,High,123763.42,PhD,2,8901,258,60.08,95.0,Brazil,53.91
Historic buildings inspector/conservation officer,Retail,Decreasing,High,68270.18,Master’s Degree,13,8984,1006,45.63,13.8,USA,68.97
Insurance broker,Finance,Decreasing,Low,139119.73,PhD,0,3834,5723,46.05,62.93,Australia,32.02
Clinical molecular geneticist,Finance,Decreasing,Moderate,121255.37,Associate Degree,11,2072,2984,21.39,47.4,UK,45.22
Tourism officer,Entertainment,Increasing,High,51150.22,PhD,12,8241,8525,92.95,14.66,Germany,68.26
Dancer,Education,Increasing,Low,94050.3,High School,20,748,5160,40.66,70.3,Australia,46.29
Water engineer,Entertainment,Increasing,Moderate,66458.27,Associate Degree,11,7412,3125,94.99,55.32,USA,77.13
Human resources officer,Finance,Increasing,High,123357.67,Associate Degree,1,7282,6978,4.02,82.02,Canada,48.83
Mudlogger,Finance,Decreasing,Low,103327.6,High School,9,751,8196,81.66,78.24,USA,21.52
Local government officer,IT,Increasing,Low,143803.03,Bachelor’s Degree,15,1315,3402,34.31,72.85,China,60.95
Aeronautical engineer,Finance,Increasing,Moderate,36784.5,High School,14,8356,6772,81.69,75.58,Canada,37.04
Lobbyist,Retail,Increasing,High,121323.11,PhD,0,6362,8100,95.66,93.32,UK,61.48
Air cabin crew,Manufacturing,Decreasing,Moderate,134806.43,Bachelor’s Degree,4,9922,1522,42.51,55.9,Canada,27.56
Health physicist,Healthcare,Decreasing,Moderate,34199.42,High School,6,3519,8616,40.14,22.92,UK,26.39
"Psychotherapist, dance movement",Transportation,Decreasing,High,80687.63,High School,2,2092,3968,15.61,25.2,China,64.31
"Producer, radio",IT,Increasing,Low,68810.68,Bachelor’s Degree,16,3034,5622,77.14,68.95,India,68.33
Occupational therapist,Entertainment,Decreasing,Moderate,105169.76,High School,19,8390,4807,55.84,30.74,Germany,28.88
"Lecturer, further education",Transportation,Increasing,Moderate,36449.98,High School,18,4508,3714,13.71,44.86,UK,33.44
Video editor,Manufacturing,Increasing,Moderate,44464.52,Associate Degree,1,2715,6688,80.09,2.78,USA,56.55
Intelligence analyst,Manufacturing,Decreasing,Moderate,54732.17,Associate Degree,17,9961,4077,86.27,52.27,Germany,30.93
Forest/woodland manager,Manufacturing,Increasing,High,87165.76,Associate Degree,16,354,4599,87.25,39.19,UK,72.33
Copy,IT,Decreasing,Low,52555.14,Master’s Degree,6,1294,123,57.15,68.01,Australia,51.25
Child psychotherapist,Entertainment,Decreasing,Low,109557.76,Master’s Degree,11,7568,1223,70.8,28.92,China,63.51
"Engineer, biomedical",Manufacturing,Increasing,Low,48431.92,Associate Degree,10,7074,3896,89.7,82.55,Australia,61.67
Counselling psychologist,Manufacturing,Decreasing,Low,59603.1,High School,17,7531,2005,6.82,47.4,Germany,28.59
"Administrator, education",Manufacturing,Increasing,Moderate,96462.26,PhD,1,8770,5125,40.46,38.41,Brazil,25.52
Visual merchandiser,Finance,Decreasing,Moderate,42917.97,Bachelor’s Degree,6,8562,804,99.27,58.21,Germany,40.85
"Nurse, children's",Retail,Decreasing,Low,123214.64,Bachelor’s Degree,15,762,3853,21.84,41.91,China,41.07
Illustrator,Education,Decreasing,Low,88358.26,High School,3,3905,5683,77.74,31.01,Australia,67.48
Chartered legal executive (England and Wales),IT,Increasing,Moderate,95313.21,Associate Degree,8,288,5694,69.67,46.24,China,37.4
"Geologist, wellsite",Manufacturing,Increasing,Moderate,104874.58,Associate Degree,13,847,1262,1.6,89.16,India,74.41
Retail merchandiser,Transportation,Increasing,Moderate,116426.18,High School,3,2845,4670,92.62,40.9,India,66.28
"Pilot, airline",Manufacturing,Increasing,High,59957.85,Associate Degree,17,1640,7571,66.1,83.98,Australia,48.29
Publishing rights manager,Entertainment,Increasing,Moderate,33395.72,Bachelor’s Degree,6,7777,6778,19.38,34.05,UK,72.51
Amenity horticulturist,Transportation,Increasing,High,97337.55,Associate Degree,14,8285,8562,75.82,14.47,Germany,72.01
"Engineer, petroleum",Education,Decreasing,High,96078.38,Master’s Degree,8,3456,7170,25.98,47.18,Canada,34.61
Warehouse manager,Healthcare,Decreasing,Moderate,101058.91,High School,1,6796,9963,52.93,1.53,USA,73.27
Clinical molecular geneticist,Entertainment,Increasing,Moderate,41686.73,High School,19,7435,153,86.64,21.16,Canada,26.5
Dancer,IT,Increasing,High,130310.94,PhD,9,8180,9802,56.29,98.41,India,57.39
Make,Entertainment,Decreasing,Low,106068.6,High School,1,7131,1507,85.27,72.2,USA,78.05
Hydrologist,Entertainment,Increasing,High,31364.23,High School,11,2194,1958,38.33,85.22,Brazil,41.88
Economist,Manufacturing,Decreasing,Low,75945.09,PhD,5,948,2736,65.13,19.73,Brazil,32.92
"Programme researcher, broadcasting/film/video",Entertainment,Decreasing,High,45277.38,High School,4,9320,4780,56.12,65.27,Brazil,74.55
Midwife,Manufacturing,Decreasing,High,79319.75,Associate Degree,13,4074,3467,89.41,13.7,Australia,47.73
"Teacher, early years/pre",Healthcare,Increasing,Low,35288.13,Associate Degree,9,7361,1327,12.99,3.01,China,30.41
"Psychologist, forensic",IT,Decreasing,Moderate,126781.39,Associate Degree,18,3878,9513,35.86,89.93,USA,78.83
Music therapist,Education,Decreasing,High,55744.62,Master’s Degree,19,6882,7396,87.72,8.72,Germany,66.04
"Scientist, forensic",Healthcare,Increasing,Low,53350.67,PhD,4,975,9719,45.08,94.86,USA,49.97
"Teacher, secondary school",Education,Decreasing,High,52776.76,PhD,9,8220,2987,5.92,13.98,Brazil,64.96
Hospital doctor,Transportation,Increasing,Low,87442.81,High School,2,7388,5601,43.17,98.28,Brazil,55.75
Technical sales engineer,Education,Increasing,Moderate,32752.0,Master’s Degree,12,8490,9829,27.16,24.79,China,50.89
"Exhibitions officer, museum/gallery",Manufacturing,Increasing,Moderate,125984.82,Associate Degree,19,8053,7477,51.1,24.09,China,61.37
Medical technical officer,Education,Increasing,High,63721.57,Associate Degree,7,3952,8685,53.85,78.01,USA,63.24
Film/video editor,Retail,Increasing,Low,68663.44,Bachelor’s Degree,7,7106,508,5.11,46.8,Brazil,49.86
Public librarian,Healthcare,Increasing,Moderate,123220.3,Master’s Degree,11,4385,776,13.84,64.15,China,72.09
Training and development officer,Manufacturing,Increasing,Low,102220.12,High School,2,715,3002,68.84,94.11,Germany,52.83
"Psychologist, clinical",Education,Decreasing,Low,36686.42,Bachelor’s Degree,6,7014,4952,45.33,34.32,Canada,41.87
Insurance claims handler,Healthcare,Decreasing,High,118183.91,Master’s Degree,15,1233,4821,60.2,84.23,Brazil,23.78
Actor,Retail,Increasing,Moderate,41600.98,Master’s Degree,17,7314,2644,42.29,71.96,Germany,68.44
Restaurant manager,Healthcare,Increasing,High,116075.22,Bachelor’s Degree,19,9750,9116,5.39,14.16,UK,78.59
Orthoptist,IT,Increasing,Low,69871.95,Master’s Degree,7,7320,9721,3.31,60.32,Brazil,46.46
Facilities manager,Healthcare,Increasing,High,106411.44,PhD,9,1995,5670,13.92,6.11,Canada,66.48
"Research officer, political party",Finance,Increasing,Low,64751.93,High School,9,6928,2026,53.94,68.08,USA,21.52
Public affairs consultant,Manufacturing,Decreasing,High,33944.35,PhD,9,9708,3751,19.49,11.91,USA,37.56
Quality manager,Healthcare,Decreasing,Moderate,30669.62,High School,6,4138,705,23.6,10.59,India,25.1
Waste management officer,Retail,Decreasing,Moderate,77217.33,PhD,2,1762,8192,47.42,42.73,China,30.39
Applications developer,Finance,Decreasing,Moderate,81824.92,High School,0,963,5561,35.86,64.02,China,45.54
Paediatric nurse,Healthcare,Increasing,Moderate,79123.3,PhD,5,5939,6739,40.0,63.82,India,26.33
Horticultural consultant,Transportation,Increasing,Moderate,106138.28,Bachelor’s Degree,9,5279,8169,88.21,74.39,India,61.39
Technical sales engineer,Education,Decreasing,Moderate,61248.58,Master’s Degree,14,6659,2210,5.4,67.51,USA,55.82
Child psychotherapist,Transportation,Increasing,High,43370.34,Bachelor’s Degree,11,7000,5521,91.17,91.97,India,72.94
Sales executive,Finance,Decreasing,Low,43229.94,PhD,5,9020,7682,96.66,89.89,Canada,53.9
"Editor, commissioning",IT,Increasing,Low,120016.34,Master’s Degree,8,8423,4191,11.51,32.14,China,58.26
"Accountant, chartered management",Healthcare,Increasing,High,30858.12,PhD,17,1336,775,99.91,11.01,Australia,50.89
Tree surgeon,IT,Decreasing,Low,56351.37,PhD,5,9971,2698,84.11,37.39,Australia,74.43
Press sub,IT,Decreasing,Moderate,57245.91,Associate Degree,7,8945,1944,44.18,2.92,Brazil,46.51
Quarry manager,IT,Increasing,Moderate,72131.65,Master’s Degree,2,848,2951,25.62,56.16,Germany,42.19
Computer games developer,Entertainment,Increasing,Moderate,49140.92,Bachelor’s Degree,8,4648,3986,14.78,42.9,Australia,30.74
"Designer, television/film set",Healthcare,Increasing,Moderate,74806.34,Bachelor’s Degree,11,7283,3528,48.77,40.76,Germany,50.25
Secondary school teacher,Entertainment,Decreasing,Moderate,33615.13,High School,14,4354,9074,47.41,72.59,India,48.34
"Scientist, water quality",Manufacturing,Increasing,Moderate,107700.67,High School,17,882,7638,51.14,20.4,India,36.38
Speech and language therapist,Healthcare,Decreasing,Low,61209.87,Master’s Degree,4,1996,6699,72.62,78.29,Canada,55.55
Operational researcher,IT,Decreasing,Moderate,101266.38,High School,2,1777,8960,48.11,52.13,China,78.5
"Teacher, early years/pre",Manufacturing,Increasing,Low,142265.09,Bachelor’s Degree,2,9654,3634,62.66,38.9,UK,70.32
Clinical biochemist,Finance,Decreasing,High,55264.44,Bachelor’s Degree,20,1678,2698,70.76,84.37,Australia,21.69
"Engineer, mining",Finance,Increasing,Low,120969.09,Bachelor’s Degree,10,231,2144,24.51,39.54,India,35.05
Research scientist (maths),Finance,Decreasing,Low,133962.37,PhD,17,5964,3973,9.14,75.38,USA,41.74
Fisheries officer,Entertainment,Increasing,Moderate,35169.82,PhD,10,4978,6134,36.4,84.68,USA,36.83
Agricultural engineer,Manufacturing,Increasing,Low,101175.79,Associate Degree,1,3601,6761,41.82,91.33,Canada,62.68
"Therapist, horticultural",IT,Increasing,Low,130979.55,High School,19,8815,7550,0.99,48.12,Canada,44.58
Community pharmacist,Retail,Decreasing,Low,50919.38,High School,7,4715,8265,98.88,70.82,Brazil,24.61
"Producer, television/film/video",Retail,Decreasing,Low,109207.52,PhD,9,3369,9545,95.32,12.86,Australia,60.61
Museum education officer,Education,Increasing,Low,104965.3,Associate Degree,8,1372,2647,90.63,89.16,Australia,64.33
"Designer, industrial/product",IT,Increasing,High,67336.38,PhD,4,8543,2948,73.99,63.89,China,28.08
Professor Emeritus,Education,Decreasing,Low,48631.25,Associate Degree,2,2968,6588,42.96,53.18,Australia,22.26
Games developer,Finance,Decreasing,Moderate,148077.59,Associate Degree,4,8753,2161,5.94,94.01,China,22.12
Corporate investment banker,IT,Increasing,Moderate,76647.66,High School,12,683,1469,64.11,74.89,India,27.16
Careers information officer,Entertainment,Increasing,Low,90161.5,High School,10,2164,7511,38.88,28.51,India,74.25
Occupational hygienist,Retail,Increasing,Low,84237.67,Master’s Degree,0,9905,5524,76.07,83.78,Germany,71.51
Corporate investment banker,Education,Decreasing,High,67749.55,Master’s Degree,3,1708,5468,1.96,9.4,USA,64.51
"Engineer, technical sales",IT,Increasing,Low,54850.79,Bachelor’s Degree,14,8858,1118,55.67,91.72,Brazil,25.91
"Scientist, marine",Entertainment,Increasing,Low,58221.21,PhD,1,200,1223,2.93,54.53,USA,51.83
Commissioning editor,Entertainment,Increasing,High,106007.98,Bachelor’s Degree,17,8167,6520,67.14,94.55,USA,21.44
"Surveyor, insurance",IT,Increasing,High,124494.43,PhD,18,6036,5337,97.41,79.23,Germany,65.1
Environmental manager,Retail,Decreasing,High,66588.82,PhD,10,1796,3498,94.09,35.61,China,51.07
"Engineer, production",Manufacturing,Decreasing,Low,137914.29,Master’s Degree,11,6399,8387,43.99,65.35,Canada,64.29
Theatre director,Entertainment,Decreasing,Low,148797.83,Bachelor’s Degree,14,1465,6154,15.78,30.9,USA,46.35
Music therapist,Manufacturing,Increasing,Low,47178.96,Bachelor’s Degree,16,2441,2317,77.94,39.92,Australia,67.3
Energy engineer,Manufacturing,Decreasing,Low,54823.03,Associate Degree,5,8122,2804,79.47,67.08,India,36.62
Fast food restaurant manager,Finance,Decreasing,Low,83744.4,High School,6,4844,1277,4.86,27.49,India,30.82
"Engineer, building services",Manufacturing,Decreasing,Moderate,30556.01,High School,4,6890,9944,85.29,11.42,Germany,63.32
Research scientist (medical),Retail,Decreasing,Low,94025.14,High School,9,8359,4375,78.01,71.24,Australia,70.21
Oceanographer,Education,Decreasing,High,117901.27,Associate Degree,18,9092,5668,19.99,91.62,Canada,44.95
Passenger transport manager,Transportation,Decreasing,High,67596.39,Bachelor’s Degree,12,139,1582,89.75,16.07,USA,24.34
Interior and spatial designer,Transportation,Increasing,High,136935.81,Associate Degree,6,2846,4194,39.59,28.15,USA,79.75
IT technical support officer,Healthcare,Decreasing,Low,74380.17,PhD,18,6268,9104,27.49,59.4,USA,54.6
Forensic scientist,Education,Increasing,Moderate,93011.24,Bachelor’s Degree,8,5057,750,66.4,33.34,UK,63.24
Systems analyst,Finance,Decreasing,Low,118981.04,Bachelor’s Degree,2,1834,2144,21.0,81.02,UK,59.0
Fish farm manager,Retail,Increasing,Moderate,76805.3,Bachelor’s Degree,10,2943,4292,38.89,98.7,USA,47.24
Personal assistant,Transportation,Decreasing,Low,138064.2,Bachelor’s Degree,0,1346,3184,89.26,88.71,China,39.83
"Doctor, hospital",Finance,Decreasing,High,70332.28,Associate Degree,14,4170,8997,91.94,71.73,USA,29.01
"Presenter, broadcasting",Manufacturing,Increasing,Moderate,103707.21,Bachelor’s Degree,18,4852,2842,72.07,28.5,China,73.77
Clinical biochemist,Education,Decreasing,Low,146198.93,Bachelor’s Degree,20,7510,7058,10.33,70.59,Germany,39.77
Radio broadcast assistant,Entertainment,Decreasing,Low,149467.0,Bachelor’s Degree,12,9226,3420,80.2,29.21,USA,66.02
Customer service manager,Manufacturing,Decreasing,Moderate,104398.9,Bachelor’s Degree,3,8529,2178,32.11,48.99,UK,66.71
Therapeutic radiographer,Education,Decreasing,Moderate,134402.48,Associate Degree,3,8316,4234,21.3,38.71,Brazil,41.6
Manufacturing engineer,Manufacturing,Decreasing,Moderate,131385.7,PhD,6,3958,9582,90.1,77.2,UK,56.23
"Embryologist, clinical",Transportation,Increasing,High,144407.84,Master’s Degree,7,944,9096,95.88,33.35,China,74.3
"Radiographer, therapeutic",Retail,Decreasing,High,93211.34,PhD,11,7345,4961,39.94,45.3,Brazil,74.76
Private music teacher,Education,Increasing,Moderate,117798.64,Bachelor’s Degree,17,9753,9930,62.91,96.93,Australia,54.94
Tax inspector,Transportation,Increasing,High,122459.98,Master’s Degree,7,3391,5015,84.27,84.06,Canada,64.41
Print production planner,Healthcare,Increasing,Moderate,48235.26,Bachelor’s Degree,13,3592,9197,65.67,32.61,USA,74.32
Heritage manager,Retail,Increasing,High,144435.84,High School,4,3788,7296,7.61,27.35,China,28.15
Art gallery manager,Entertainment,Decreasing,Low,143072.77,High School,16,4666,7733,98.02,68.96,India,47.45
"Librarian, academic",Healthcare,Increasing,High,72004.06,PhD,18,2023,3410,30.67,52.45,Germany,40.94
"Scientist, audiological",Manufacturing,Increasing,Moderate,132817.96,Associate Degree,5,6614,5781,36.45,37.86,China,64.39
"Teacher, special educational needs",Transportation,Increasing,Low,39125.0,Associate Degree,16,7725,6984,64.43,75.56,Brazil,43.01
Field trials officer,Healthcare,Decreasing,High,118946.01,High School,7,9299,3344,99.38,63.8,India,54.92
Community education officer,IT,Decreasing,Low,52102.66,Associate Degree,11,2821,7133,4.0,37.25,India,78.37
"Surveyor, building control",Retail,Decreasing,High,84766.68,Bachelor’s Degree,20,6287,5013,98.5,50.65,UK,29.13
Town planner,Entertainment,Increasing,High,70850.95,Master’s Degree,15,7632,4297,39.63,89.86,USA,57.89
Computer games developer,Transportation,Decreasing,Moderate,62266.89,High School,19,8345,7200,18.68,93.95,Germany,22.96
Control and instrumentation engineer,Healthcare,Decreasing,Moderate,93964.08,Associate Degree,19,9173,4697,84.64,34.25,China,30.96
"Sound technician, broadcasting/film/video",Finance,Decreasing,Moderate,101070.06,Master’s Degree,12,3492,251,41.04,14.29,USA,43.01
Hydrographic surveyor,Manufacturing,Increasing,High,94943.46,Associate Degree,9,535,9512,90.89,23.38,India,79.52
"Teacher, English as a foreign language",IT,Increasing,Moderate,125545.87,Associate Degree,0,5196,4499,27.78,26.64,China,43.17
Chartered certified accountant,Education,Decreasing,Low,104857.52,Associate Degree,5,9350,7985,50.6,1.86,Brazil,47.1
Marine scientist,Finance,Increasing,Low,86979.18,PhD,16,573,6422,67.98,68.02,Germany,21.3
"Psychologist, clinical",IT,Increasing,Low,64162.82,PhD,8,9244,1151,85.55,24.0,India,35.55
Materials engineer,IT,Increasing,High,102856.89,Bachelor’s Degree,9,9549,6738,20.75,23.88,Canada,65.82
"Scientist, biomedical",Healthcare,Increasing,Low,116705.86,PhD,8,2492,3798,55.55,93.45,Germany,45.1
"Pharmacist, community",Retail,Increasing,Moderate,122553.12,Master’s Degree,10,326,4800,97.33,23.85,UK,28.94
Maintenance engineer,Education,Increasing,Low,110070.42,Bachelor’s Degree,12,7479,3719,45.99,2.8,Canada,60.55
Health and safety inspector,IT,Decreasing,Low,149486.44,Associate Degree,5,7874,554,43.7,79.35,Brazil,35.01
"Doctor, hospital",Manufacturing,Increasing,Low,79438.04,Bachelor’s Degree,0,5693,7445,87.05,50.6,USA,58.08
Research scientist (maths),Education,Decreasing,High,106819.09,High School,13,4879,3008,41.21,5.92,China,65.7
Warehouse manager,Entertainment,Increasing,Moderate,90916.81,PhD,4,226,3260,6.95,83.07,Germany,33.74
Broadcast engineer,IT,Increasing,Moderate,37553.52,Associate Degree,15,2880,4504,92.43,35.45,UK,27.86
Veterinary surgeon,Entertainment,Decreasing,High,123753.68,Bachelor’s Degree,5,2003,1693,85.0,58.42,Canada,73.38
"Teacher, special educational needs",Finance,Increasing,Moderate,103957.85,PhD,4,5306,2763,67.42,77.58,Australia,34.12
Fine artist,IT,Increasing,High,112569.52,PhD,12,2972,7542,93.61,3.84,Australia,72.69
"Scientist, biomedical",Entertainment,Decreasing,Low,48531.64,Associate Degree,16,9076,9792,48.1,96.92,Germany,42.13
Waste management officer,Retail,Increasing,High,72113.81,High School,12,3185,2117,56.32,30.69,India,43.33
"Horticulturist, amenity",Manufacturing,Increasing,Moderate,77301.9,Associate Degree,0,6636,8472,61.83,92.43,Brazil,77.09
Forensic psychologist,Manufacturing,Decreasing,Low,129399.79,Bachelor’s Degree,6,1362,8869,39.29,72.14,Germany,69.58
General practice doctor,Healthcare,Increasing,Low,118524.16,Bachelor’s Degree,13,299,2907,20.84,89.6,USA,25.09
Diagnostic radiographer,Education,Decreasing,High,132661.03,Master’s Degree,15,9845,3648,25.23,5.41,UK,28.48
Curator,Entertainment,Increasing,Low,45421.03,Associate Degree,8,1728,7474,26.48,10.46,Germany,56.14
Risk manager,Finance,Increasing,Moderate,73393.19,Bachelor’s Degree,11,6168,9077,62.76,47.68,Australia,40.86
Environmental education officer,Education,Increasing,High,90157.66,Master’s Degree,18,2624,5444,52.96,58.54,USA,65.17
Engineering geologist,Education,Increasing,Moderate,42234.02,Associate Degree,18,5513,3453,60.38,11.86,India,66.34
"Merchandiser, retail",Finance,Decreasing,Low,85966.57,Master’s Degree,20,4979,2412,31.94,56.91,India,26.66
"Programmer, systems",Manufacturing,Increasing,Low,128785.19,PhD,8,6295,6246,6.42,68.22,USA,35.28
Chemical engineer,Transportation,Increasing,Low,30657.61,High School,7,3327,9978,34.54,77.27,Germany,53.34
"Solicitor, Scotland",Education,Increasing,High,145865.09,High School,19,6701,5660,3.62,24.57,Canada,54.99
Restaurant manager,Healthcare,Increasing,Moderate,135277.09,Bachelor’s Degree,13,5533,1833,71.47,12.94,Australia,53.52
Arts administrator,Entertainment,Decreasing,Moderate,147248.97,Bachelor’s Degree,2,5858,450,73.17,86.1,USA,54.39
Architect,Entertainment,Increasing,Moderate,93348.99,High School,1,2772,6229,27.57,69.74,India,33.62
Geographical information systems officer,Manufacturing,Increasing,Low,40964.41,Bachelor’s Degree,1,6657,9943,79.04,42.17,Germany,79.3
"Engineer, manufacturing",Retail,Increasing,Moderate,103144.28,PhD,2,1933,5010,3.39,57.02,Canada,61.17
"Journalist, magazine",Finance,Decreasing,Moderate,117170.2,Bachelor’s Degree,0,4833,7910,98.99,82.54,Australia,57.44
Ranger/warden,Healthcare,Decreasing,High,37522.85,Bachelor’s Degree,10,4863,2538,9.63,29.48,Brazil,77.53
"Programme researcher, broadcasting/film/video",Healthcare,Decreasing,Moderate,127849.03,Master’s Degree,0,6058,8592,90.81,42.97,Canada,62.65
"Engineer, petroleum",Finance,Increasing,Moderate,73921.06,Bachelor’s Degree,11,721,3327,48.17,14.96,Germany,70.05
"Engineer, building services",Finance,Increasing,High,111763.58,Bachelor’s Degree,20,2924,7966,45.08,74.32,Germany,78.37
Sales executive,Entertainment,Increasing,Low,68661.57,Associate Degree,13,8362,7906,70.53,99.8,China,35.04
Print production planner,Retail,Decreasing,Low,82919.57,High School,2,7727,5753,15.98,12.67,India,74.85
Colour technologist,Finance,Increasing,Low,81460.75,High School,14,7502,5228,36.82,19.22,UK,33.36
Communications engineer,Education,Increasing,Low,39118.08,Master’s Degree,20,6774,2557,92.07,16.65,India,55.98
"Teacher, music",Healthcare,Increasing,Low,66054.8,PhD,9,1689,7329,34.22,7.49,Germany,40.85
Corporate investment banker,Retail,Increasing,Moderate,56931.19,Bachelor’s Degree,16,4539,3087,77.69,39.36,India,77.61
"Lighting technician, broadcasting/film/video",Retail,Increasing,High,33386.18,Associate Degree,8,6687,6820,36.07,60.18,UK,44.17
Commercial/residential surveyor,Finance,Increasing,Moderate,112253.31,Bachelor’s Degree,3,8000,2617,5.79,30.44,Australia,68.19
Magazine journalist,Entertainment,Decreasing,Moderate,60703.56,PhD,11,2791,2292,61.65,64.89,China,34.12
Animal nutritionist,Transportation,Decreasing,Moderate,70458.92,Bachelor’s Degree,1,4401,893,98.07,27.98,India,37.93
Training and development officer,Education,Increasing,Moderate,43224.65,High School,6,8609,7686,23.93,48.35,India,23.01
Lawyer,Manufacturing,Increasing,Low,112794.55,Associate Degree,7,4497,3893,30.16,25.71,China,59.29
Ceramics designer,Finance,Increasing,Moderate,138153.85,Associate Degree,7,4640,1113,36.1,0.28,Germany,74.44
Bonds trader,Entertainment,Decreasing,High,52842.0,Master’s Degree,11,3831,4829,69.21,73.23,Australia,78.18
"Therapist, drama",Education,Decreasing,Moderate,114145.69,PhD,20,9522,8277,49.53,81.97,USA,54.59
Meteorologist,Manufacturing,Increasing,High,117298.97,Bachelor’s Degree,7,8239,3790,93.12,47.92,Australia,67.3
Cartographer,Manufacturing,Increasing,High,35722.55,PhD,12,9602,4882,89.77,61.77,USA,25.49
"Engineer, site",IT,Decreasing,Moderate,101382.86,Associate Degree,0,3610,7257,13.22,11.6,Germany,35.54
"Engineer, technical sales",Transportation,Increasing,Low,83907.31,High School,1,7586,2659,13.69,40.15,Germany,34.46
Optometrist,Finance,Increasing,Low,78551.67,Bachelor’s Degree,14,9397,9722,27.92,82.68,USA,47.54
Community pharmacist,Healthcare,Increasing,High,66143.39,PhD,20,6102,4626,44.25,1.75,UK,57.93
Charity officer,Retail,Decreasing,Moderate,130273.53,Bachelor’s Degree,13,2176,367,41.07,81.14,Brazil,67.6
Midwife,Entertainment,Decreasing,Low,89925.05,Bachelor’s Degree,15,3789,6181,72.49,46.81,China,50.89
Camera operator,Retail,Increasing,Low,84265.52,Master’s Degree,18,6938,5881,34.01,22.55,Brazil,44.63
Meteorologist,Education,Decreasing,Moderate,97115.48,Associate Degree,1,3518,8401,81.38,47.83,Australia,68.73
"Surveyor, rural practice",Transportation,Decreasing,High,110542.43,Master’s Degree,7,9032,3387,29.77,94.97,Brazil,58.51
Consulting civil engineer,Healthcare,Decreasing,Low,87159.0,High School,8,7889,9801,67.94,86.38,Brazil,20.54
"Teacher, special educational needs",Manufacturing,Increasing,Low,49426.78,Associate Degree,1,5929,1898,22.52,82.98,Australia,41.88
Telecommunications researcher,IT,Decreasing,Moderate,73670.55,High School,17,6631,1214,20.99,7.19,Brazil,35.53
Commercial horticulturist,Transportation,Increasing,High,39596.53,Bachelor’s Degree,8,1935,7089,16.24,96.33,Australia,43.31
"Geologist, wellsite",Retail,Increasing,Low,105774.28,PhD,12,5797,699,53.36,41.53,India,45.93
"Administrator, charities/voluntary organisations",Healthcare,Increasing,High,100252.92,Bachelor’s Degree,4,4451,5042,51.22,24.03,China,44.94
Mental health nurse,Manufacturing,Increasing,Moderate,92186.32,Master’s Degree,12,9932,2838,90.81,10.51,Australia,78.24
Administrator,Finance,Increasing,Moderate,132462.8,High School,6,3710,8429,45.87,21.38,UK,70.35
Garment/textile technologist,Finance,Decreasing,Low,86609.19,Bachelor’s Degree,7,5647,9286,83.6,20.1,Australia,33.41
Historic buildings inspector/conservation officer,Finance,Increasing,High,79836.22,Associate Degree,2,3365,8997,1.73,18.75,India,20.75
"Engineer, control and instrumentation",Transportation,Increasing,High,112135.11,Associate Degree,4,2750,3603,23.21,27.29,USA,48.81
Industrial/product designer,Healthcare,Decreasing,High,113618.95,Master’s Degree,19,9857,5864,41.49,28.48,Canada,32.92
Research scientist (life sciences),Entertainment,Decreasing,Low,111379.99,Master’s Degree,15,2500,8146,47.68,72.61,USA,77.68
Early years teacher,Manufacturing,Increasing,Moderate,66097.0,Master’s Degree,12,9888,6179,76.55,8.53,China,38.16
"Designer, graphic",Entertainment,Decreasing,Low,146109.41,PhD,2,1063,4513,75.56,27.31,India,49.49
Housing manager/officer,Manufacturing,Increasing,High,118368.94,PhD,20,1216,2732,10.78,60.04,China,43.89
"Horticulturist, amenity",Transportation,Increasing,Low,128836.82,Master’s Degree,8,2425,9935,67.8,61.62,USA,52.8
Mental health nurse,Finance,Decreasing,Low,105876.26,Bachelor’s Degree,1,250,2651,34.65,72.96,UK,70.77
English as a second language teacher,Entertainment,Decreasing,Low,76504.57,PhD,2,2616,6578,30.89,46.64,USA,41.45
Art gallery manager,Entertainment,Decreasing,Moderate,99576.83,Associate Degree,7,3539,3853,63.71,0.68,Australia,57.82
Control and instrumentation engineer,Entertainment,Increasing,High,58383.63,Master’s Degree,16,6947,9958,46.15,21.52,Brazil,72.28
"Psychotherapist, child",IT,Decreasing,Moderate,108172.91,High School,18,1172,5344,93.24,74.88,Australia,70.61
Chief Strategy Officer,Manufacturing,Increasing,Moderate,84975.37,Bachelor’s Degree,4,4382,8112,12.97,40.05,India,79.69
Translator,Finance,Increasing,High,53990.7,High School,7,7887,9460,46.39,72.62,China,69.8
"Teacher, adult education",Finance,Decreasing,High,94198.53,Bachelor’s Degree,3,4636,2557,86.75,51.24,Brazil,51.28
Chief Financial Officer,Manufacturing,Decreasing,High,128757.67,Bachelor’s Degree,18,453,9116,32.94,18.65,UK,26.88
Cartographer,IT,Decreasing,Moderate,145350.24,Bachelor’s Degree,4,2977,4360,3.97,37.28,India,63.04
Call centre manager,IT,Increasing,Low,68479.5,PhD,12,1814,4874,55.23,79.98,UK,72.29
"Therapist, nutritional",IT,Decreasing,Moderate,65446.89,High School,17,3236,6355,78.66,43.33,Brazil,57.98
"Therapist, drama",Transportation,Increasing,High,33901.41,Master’s Degree,3,1958,1184,15.34,80.16,China,70.98
Technical brewer,Education,Increasing,Moderate,112664.19,Bachelor’s Degree,19,9166,7135,45.24,23.12,Canada,39.83
Health and safety adviser,Education,Decreasing,Moderate,35259.57,PhD,14,5666,9805,51.9,54.51,Canada,30.55
"Administrator, Civil Service",IT,Increasing,High,50139.63,PhD,14,585,8750,42.75,79.45,USA,48.19
"Scientist, audiological",Transportation,Increasing,High,89998.47,Associate Degree,7,4241,8543,80.42,86.86,Brazil,31.8
Ophthalmologist,Healthcare,Increasing,Low,45165.49,High School,11,6543,5997,5.8,11.05,Canada,30.19
Science writer,Healthcare,Increasing,Moderate,79626.84,PhD,13,4557,9547,82.94,78.1,Australia,56.54
"Accountant, chartered",Education,Increasing,Low,141624.76,PhD,2,2438,9064,84.93,18.47,China,64.11
Acupuncturist,Entertainment,Decreasing,Low,82280.14,High School,17,2572,5813,41.36,91.68,Brazil,56.16
"Engineer, petroleum",Transportation,Increasing,Low,99965.4,Master’s Degree,16,1967,1559,40.06,7.76,Germany,57.84
Health service manager,Education,Increasing,High,138175.52,Associate Degree,16,8317,957,31.5,22.51,Australia,24.64
Mechanical engineer,Education,Decreasing,Moderate,58079.73,PhD,18,7268,3253,3.3,51.01,Canada,39.18
Broadcast presenter,Manufacturing,Decreasing,High,41078.86,High School,4,7226,2668,12.37,72.46,Germany,58.05
International aid/development worker,Transportation,Decreasing,Low,146849.46,High School,12,5651,1945,91.16,73.8,Brazil,79.08
Barrister's clerk,Manufacturing,Increasing,Moderate,118588.57,Master’s Degree,9,3593,2386,1.44,83.43,Australia,39.31
"Engineer, electronics",IT,Decreasing,Moderate,34702.75,High School,4,4984,3182,45.34,34.28,UK,67.61
Chief Financial Officer,Education,Decreasing,High,47762.82,Associate Degree,17,8435,8201,26.77,97.92,Australia,21.14
Primary school teacher,Healthcare,Increasing,Moderate,132386.3,Bachelor’s Degree,15,258,7923,44.58,17.23,Canada,72.91
Fish farm manager,Healthcare,Increasing,Moderate,129388.72,Associate Degree,12,3771,2509,6.39,9.81,Canada,27.63
Call centre manager,Manufacturing,Decreasing,Moderate,71973.26,Bachelor’s Degree,18,4088,7454,85.68,86.66,Brazil,66.24
"Teacher, music",Entertainment,Decreasing,High,117096.54,Associate Degree,3,4448,9183,45.85,23.24,USA,56.29
"Teacher, secondary school",Retail,Decreasing,Moderate,99020.27,PhD,14,2934,9044,13.13,66.54,Australia,48.62
Health physicist,Entertainment,Increasing,Low,63371.62,Associate Degree,4,433,467,16.36,26.53,China,46.51
Health visitor,Transportation,Increasing,Low,104449.51,Bachelor’s Degree,9,2344,9913,2.98,45.06,Germany,79.41
Musician,Education,Decreasing,Low,124421.64,Bachelor’s Degree,7,292,6597,46.23,11.56,India,61.19
Historic buildings inspector/conservation officer,Healthcare,Decreasing,High,74856.59,Bachelor’s Degree,13,5115,6270,41.12,78.0,Canada,52.87
Quantity surveyor,Transportation,Decreasing,High,140049.3,Bachelor’s Degree,6,8012,6150,14.1,88.78,UK,34.24
"Scientist, research (life sciences)",Healthcare,Increasing,Moderate,143591.39,Associate Degree,8,5075,7894,93.71,8.2,India,41.77
Public librarian,Transportation,Increasing,High,81100.75,Associate Degree,20,5993,1293,84.67,87.57,Australia,49.08
Minerals surveyor,Entertainment,Increasing,Low,70928.09,Associate Degree,9,4858,9691,92.51,22.58,USA,63.9
Sub,Retail,Increasing,Low,101011.94,Master’s Degree,4,7984,299,14.44,88.67,China,69.99
Biomedical scientist,Manufacturing,Decreasing,High,42568.25,Associate Degree,15,5566,5169,38.1,61.61,Brazil,47.14
Electrical engineer,Healthcare,Increasing,Moderate,146233.74,High School,11,2166,5465,88.06,99.49,Germany,21.38
Barrister's clerk,Finance,Increasing,Moderate,62836.83,Master’s Degree,5,4184,1770,10.4,44.8,USA,77.74
"Research officer, political party",Entertainment,Decreasing,Low,121324.97,High School,0,5404,8156,45.74,46.91,India,59.75
"Engineer, agricultural",Manufacturing,Increasing,Moderate,123450.36,PhD,1,2007,3682,25.27,57.08,USA,29.43
"Investment banker, operational",Finance,Increasing,High,122563.1,Bachelor’s Degree,6,5828,4368,98.66,25.01,UK,46.27
Civil Service fast streamer,Transportation,Increasing,Low,93654.32,PhD,0,2719,6320,94.57,88.81,China,25.79
Senior tax professional/tax inspector,IT,Increasing,Low,130330.53,Associate Degree,19,6111,7126,85.19,49.86,Germany,53.96
Art gallery manager,IT,Increasing,Moderate,143899.71,Master’s Degree,17,144,1533,59.69,81.76,Australia,51.64
Psychiatric nurse,Retail,Decreasing,High,147576.0,High School,2,2568,6559,48.0,82.13,UK,21.03
Lexicographer,Education,Decreasing,Low,34488.19,Master’s Degree,2,8965,3684,71.4,86.02,Germany,51.56
Surgeon,Transportation,Increasing,High,68389.72,Master’s Degree,12,4631,9827,35.68,47.27,Germany,59.17
Equality and diversity officer,Entertainment,Increasing,Moderate,106179.1,Master’s Degree,16,5159,9090,13.02,44.59,India,49.15
Energy manager,IT,Decreasing,Moderate,116361.82,Associate Degree,14,2668,2658,96.96,62.27,Canada,79.57
Charity fundraiser,Entertainment,Increasing,Moderate,95747.19,High School,6,1487,6703,82.83,57.9,China,38.48
Medical technical officer,Education,Increasing,Moderate,126915.68,Bachelor’s Degree,18,8041,5922,40.98,20.99,Germany,27.52
"Lighting technician, broadcasting/film/video",Education,Decreasing,High,111043.67,PhD,13,6211,2553,56.49,6.98,USA,71.61
Broadcast engineer,Healthcare,Increasing,High,124651.87,Master’s Degree,9,9163,9766,20.77,71.23,Australia,75.26
Ambulance person,Entertainment,Increasing,High,139471.07,Bachelor’s Degree,5,1105,6625,77.42,5.77,Canada,30.77
Horticultural consultant,Transportation,Decreasing,High,58098.87,High School,17,226,6573,79.47,43.91,Canada,51.31
"Biochemist, clinical",Finance,Increasing,Moderate,125412.26,PhD,15,3942,2127,80.01,91.38,Australia,21.96
Government social research officer,Manufacturing,Increasing,High,44854.8,High School,16,7806,7412,41.99,19.61,Brazil,36.84
"Lecturer, higher education",Retail,Decreasing,High,56326.64,Master’s Degree,15,6603,8533,49.64,44.9,Australia,41.42
Geoscientist,Entertainment,Increasing,High,57395.25,Bachelor’s Degree,19,4777,8678,68.65,55.65,UK,24.86
Osteopath,Transportation,Decreasing,High,133607.25,Associate Degree,15,7039,2513,66.05,74.58,India,32.09
Clinical psychologist,Manufacturing,Increasing,High,87397.63,PhD,17,3969,1072,4.32,35.78,Australia,44.8
Paediatric nurse,Transportation,Decreasing,Moderate,30627.49,Associate Degree,2,2739,9352,13.45,90.94,Brazil,27.86
Industrial buyer,IT,Decreasing,High,78773.31,Master’s Degree,13,1571,3042,52.18,67.05,Canada,51.28
Garment/textile technologist,IT,Increasing,High,92183.78,High School,8,6407,7212,50.76,89.56,Brazil,35.3
Financial risk analyst,Retail,Increasing,Low,115536.18,Bachelor’s Degree,1,3356,7093,79.42,29.06,Australia,37.31
"Lecturer, higher education",Entertainment,Increasing,High,80594.6,Associate Degree,15,5237,9252,15.07,43.87,Canada,69.36
Health and safety adviser,Education,Increasing,High,47389.31,High School,19,2696,9449,30.82,92.73,Germany,41.0
"Accountant, chartered public finance",Education,Increasing,Low,93916.21,Associate Degree,1,9708,4087,24.03,20.89,Canada,62.8
"Geologist, wellsite",Retail,Increasing,Moderate,55152.4,Bachelor’s Degree,11,5055,8704,0.23,86.7,UK,75.07
Oceanographer,Finance,Increasing,High,103308.46,Associate Degree,16,410,1992,49.15,20.22,China,76.21
Youth worker,Retail,Decreasing,High,36692.97,High School,1,2871,1563,7.14,76.33,Australia,33.53
Chief Strategy Officer,Finance,Decreasing,High,133020.15,Associate Degree,20,1968,7172,80.67,37.66,Canada,47.38
"Surveyor, rural practice",Finance,Increasing,Low,94472.98,Bachelor’s Degree,13,898,6088,63.26,2.96,UK,43.14
"Engineer, maintenance (IT)",Finance,Increasing,High,119099.64,Bachelor’s Degree,15,2915,4118,47.26,63.49,India,44.63
Marketing executive,Education,Decreasing,Low,102965.75,High School,4,6536,617,86.15,11.79,UK,50.09
Travel agency manager,Manufacturing,Decreasing,Low,60424.92,PhD,19,4333,7991,37.65,15.52,Australia,79.78
Product designer,Entertainment,Increasing,Moderate,100080.16,Bachelor’s Degree,9,9476,2692,20.42,1.82,UK,29.44
Orthoptist,Retail,Decreasing,Low,38333.21,Master’s Degree,15,7367,3406,1.36,81.29,China,64.82
"Engineer, maintenance (IT)",Transportation,Decreasing,Moderate,47346.41,Master’s Degree,9,4740,391,1.4,63.22,Germany,50.13
"Journalist, broadcasting",Entertainment,Increasing,High,130884.69,Associate Degree,2,4016,5733,28.89,90.13,USA,73.84
Computer games developer,IT,Increasing,Low,104878.63,PhD,12,6126,8497,7.11,17.75,China,46.9
Land,IT,Decreasing,Moderate,126690.42,High School,2,6699,9555,87.84,73.51,Germany,23.43
Mental health nurse,Manufacturing,Decreasing,Moderate,142357.27,PhD,15,1980,8533,74.53,78.62,USA,44.81
Advertising account planner,Finance,Decreasing,High,147835.21,Master’s Degree,12,1931,1041,59.51,23.03,Canada,53.61
"Psychologist, educational",Education,Decreasing,Low,39059.48,Master’s Degree,9,6858,2249,13.88,96.66,Australia,62.22
Contractor,Transportation,Increasing,Low,90076.42,High School,1,9634,9724,80.99,60.77,USA,37.23
Conference centre manager,Entertainment,Decreasing,High,119138.64,Associate Degree,18,6335,4718,81.16,79.41,Brazil,22.04
Chief of Staff,Retail,Decreasing,Moderate,39104.5,Associate Degree,13,2708,6617,92.91,16.14,Germany,51.92
"Social research officer, government",Finance,Decreasing,Moderate,105456.62,High School,15,2693,8952,71.39,77.97,India,45.15
"Doctor, hospital",Manufacturing,Decreasing,High,89997.91,Bachelor’s Degree,11,3179,7221,59.74,23.32,Canada,69.31
Pathologist,Transportation,Increasing,High,79402.18,High School,16,2245,6036,59.66,88.01,Germany,67.85
Armed forces technical officer,Transportation,Decreasing,Low,63335.09,Bachelor’s Degree,20,2339,9229,45.41,53.39,UK,66.66
Ophthalmologist,IT,Increasing,Low,104889.44,PhD,4,8101,8150,18.18,7.72,Brazil,36.51
"Producer, television/film/video",Finance,Decreasing,Low,130167.99,Master’s Degree,15,6479,3409,88.48,41.59,Canada,27.65
Museum/gallery conservator,Entertainment,Increasing,High,64025.52,High School,15,923,1527,18.37,55.08,China,33.24
Senior tax professional/tax inspector,Entertainment,Increasing,Low,79879.35,PhD,17,1286,9369,3.25,61.08,Germany,26.91
Travel agency manager,Healthcare,Decreasing,Low,147143.21,Bachelor’s Degree,3,2471,2436,10.04,55.92,India,23.0
"Nurse, adult",Entertainment,Increasing,Moderate,95984.64,Bachelor’s Degree,14,3015,6956,58.24,25.15,Germany,22.58
"Engineer, mining",Manufacturing,Decreasing,Low,132008.61,High School,20,7218,4511,57.35,87.38,Australia,72.42
Prison officer,IT,Decreasing,Moderate,148581.49,Associate Degree,5,9089,7881,48.93,76.06,Canada,64.53
"Engineer, technical sales",Finance,Increasing,High,133795.59,Bachelor’s Degree,14,7694,6027,25.04,37.78,UK,36.78
Patent examiner,Finance,Decreasing,Moderate,116884.36,Bachelor’s Degree,19,2135,5741,44.44,82.77,China,52.46
Network engineer,Healthcare,Increasing,High,51843.46,High School,18,8295,376,31.52,91.93,India,24.72
Professor Emeritus,Entertainment,Decreasing,High,36678.96,Associate Degree,0,1156,270,12.55,13.57,Germany,36.52
"Therapist, occupational",Retail,Increasing,High,44778.06,Associate Degree,19,914,340,98.57,86.57,Australia,30.85
Chief Operating Officer,Transportation,Increasing,Low,138440.46,Master’s Degree,3,8332,8156,20.87,36.72,India,50.97
"Embryologist, clinical",Transportation,Decreasing,Low,39312.78,Bachelor’s Degree,15,1959,7394,98.79,27.05,China,51.55
Glass blower/designer,Education,Decreasing,Moderate,59281.02,PhD,17,1481,9021,40.61,21.49,Germany,62.77
Chartered legal executive (England and Wales),Retail,Decreasing,Low,56556.96,Associate Degree,9,1242,4180,83.91,28.28,India,60.53
Probation officer,Finance,Decreasing,Low,42167.99,Associate Degree,17,9351,6008,62.48,16.15,Brazil,66.03
"Presenter, broadcasting",Manufacturing,Decreasing,Moderate,116393.58,Bachelor’s Degree,0,551,8404,92.35,85.43,Australia,68.53
Multimedia specialist,Healthcare,Decreasing,High,94934.33,PhD,15,7010,1502,62.01,78.37,China,65.39
Quarry manager,Finance,Increasing,High,60229.33,Master’s Degree,19,6127,1084,15.3,83.32,China,43.46
Recycling officer,Finance,Decreasing,Low,145030.53,Master’s Degree,1,9108,4196,66.89,34.85,Canada,46.76
Financial manager,Transportation,Decreasing,High,123539.69,High School,16,4239,6675,43.39,94.29,UK,45.04
"Restaurant manager, fast food",Retail,Decreasing,High,78877.08,Master’s Degree,14,3812,783,77.63,27.56,UK,72.87
Dance movement psychotherapist,Transportation,Increasing,High,68232.28,Associate Degree,5,4898,5918,53.17,68.21,Germany,76.37
Photographer,Manufacturing,Decreasing,Low,48418.2,PhD,6,6658,1527,60.23,80.65,Australia,41.23
Brewing technologist,IT,Increasing,Low,69126.77,Associate Degree,1,7866,7048,78.25,64.09,India,22.4
Food technologist,Education,Increasing,Moderate,148472.99,High School,5,7502,3607,89.5,86.69,UK,20.48
Waste management officer,Education,Decreasing,High,114785.35,High School,9,275,9000,38.99,18.27,Germany,21.28
Herpetologist,Education,Increasing,Moderate,89333.69,Master’s Degree,4,9001,6409,89.62,36.35,Germany,65.23
"Sales professional, IT",Retail,Decreasing,High,75452.0,High School,7,103,8203,87.18,41.45,China,26.17
Agricultural consultant,Education,Increasing,Moderate,145151.2,Bachelor’s Degree,1,2556,2257,32.07,87.65,UK,22.72
Food technologist,Retail,Decreasing,Low,50741.16,Master’s Degree,17,2269,3134,63.1,67.66,UK,64.59
Chiropractor,Manufacturing,Decreasing,Low,62795.09,Master’s Degree,0,9776,8850,35.65,74.62,Brazil,64.84
Statistician,Healthcare,Decreasing,Moderate,103583.77,Associate Degree,12,8332,3735,97.79,29.71,USA,66.14
"Designer, industrial/product",IT,Decreasing,Low,128828.73,Bachelor’s Degree,13,8929,7207,98.61,42.74,Australia,44.62
Music therapist,Manufacturing,Decreasing,Moderate,34751.43,Bachelor’s Degree,0,3564,9446,90.67,51.62,Germany,37.56
"Engineer, energy",Finance,Increasing,High,145665.72,PhD,4,6124,6302,76.41,99.14,UK,48.6
"Engineer, chemical",Transportation,Increasing,Low,46796.68,PhD,6,1950,9702,13.49,25.95,USA,39.16
Pensions consultant,Education,Decreasing,High,113414.17,Bachelor’s Degree,7,8662,4299,41.66,75.66,China,41.98
Multimedia specialist,Healthcare,Increasing,Low,91741.55,High School,14,8002,471,4.32,4.42,India,23.44
Advertising account executive,Healthcare,Increasing,High,34301.31,Master’s Degree,1,836,5204,75.2,31.12,India,62.61
Advice worker,Healthcare,Decreasing,Low,106710.86,Associate Degree,7,796,550,59.87,66.9,Canada,32.61
Market researcher,Entertainment,Decreasing,Moderate,39397.86,High School,16,7300,7050,85.62,20.36,USA,51.75
"Buyer, industrial",Education,Decreasing,Low,133351.41,High School,4,3805,5095,61.72,31.38,UK,78.38
"Therapist, horticultural",IT,Increasing,Low,149111.8,High School,0,3137,1898,35.07,87.4,China,23.13
Emergency planning/management officer,IT,Increasing,Moderate,30727.46,Associate Degree,19,6472,9915,83.78,89.14,Germany,42.28
Theatre manager,Healthcare,Increasing,Moderate,51508.79,Master’s Degree,17,1956,5575,98.63,59.9,India,65.94
Chief of Staff,Entertainment,Decreasing,Low,111831.99,High School,3,679,5288,70.4,63.06,UK,30.48
Art gallery manager,Retail,Decreasing,Low,98586.64,Master’s Degree,0,3923,1167,61.8,30.36,Brazil,58.43
"Surveyor, quantity",Retail,Decreasing,Low,65200.66,Master’s Degree,8,8756,6328,2.08,82.11,Australia,68.35
Social worker,Finance,Increasing,Moderate,133642.85,Associate Degree,17,3587,5363,30.36,83.7,USA,78.5
Risk analyst,Transportation,Decreasing,Low,45473.12,PhD,9,1919,8263,19.39,19.89,Australia,60.94
Petroleum engineer,Manufacturing,Increasing,Low,53800.21,High School,11,940,3957,2.78,5.31,USA,52.72
Magazine journalist,Entertainment,Decreasing,High,31547.72,Bachelor’s Degree,6,9774,2455,37.72,18.52,Brazil,52.27
Armed forces operational officer,Healthcare,Increasing,Moderate,44140.98,PhD,3,1525,801,77.99,24.9,Canada,33.08
Tourism officer,Manufacturing,Increasing,High,116034.27,High School,9,6681,3584,36.59,96.16,USA,79.52
Podiatrist,IT,Increasing,Low,42159.73,High School,15,9996,5322,33.33,1.17,UK,62.4
Diplomatic Services operational officer,IT,Increasing,High,106477.11,Associate Degree,9,8938,5230,5.89,4.73,India,27.89
Software engineer,IT,Decreasing,Moderate,107637.16,Associate Degree,1,4858,1243,9.85,29.38,Brazil,66.87
Ship broker,Transportation,Increasing,High,100858.39,Bachelor’s Degree,0,8175,9560,73.71,83.51,India,46.46
Hospital pharmacist,Entertainment,Decreasing,High,122688.72,Master’s Degree,20,5998,8031,92.96,81.36,India,56.51
Printmaker,Manufacturing,Increasing,High,106633.49,High School,16,5682,7972,61.0,47.94,Germany,69.12
"Scientist, physiological",Retail,Decreasing,Low,86474.27,High School,16,6387,1287,30.86,31.51,Australia,77.26
Textile designer,Finance,Decreasing,High,36372.75,Bachelor’s Degree,13,8831,3062,9.41,49.42,India,62.57
Manufacturing engineer,Finance,Decreasing,Moderate,39565.39,High School,0,8666,207,29.78,29.33,USA,51.93
Animator,Retail,Decreasing,High,70952.45,Bachelor’s Degree,6,9750,8030,11.57,69.34,India,37.61
Amenity horticulturist,Finance,Increasing,High,92296.94,Bachelor’s Degree,4,4629,4667,0.46,95.7,Canada,37.51
Insurance underwriter,IT,Increasing,High,101896.01,High School,1,7308,3353,75.21,55.12,Germany,77.49
"Psychologist, occupational",Manufacturing,Decreasing,High,61735.26,Master’s Degree,20,5973,4559,98.68,76.69,China,67.9
"Physicist, medical",Finance,Decreasing,High,69119.6,Associate Degree,9,2713,1039,63.89,23.5,UK,44.82
Social worker,Transportation,Increasing,Low,48507.52,Master’s Degree,4,1283,3130,98.88,25.33,India,59.43
Armed forces logistics/support/administrative officer,Finance,Increasing,Moderate,85149.09,Bachelor’s Degree,17,7762,6028,3.86,66.16,India,54.07
IT technical support officer,Retail,Decreasing,High,113258.15,High School,12,1194,5246,85.89,16.15,Canada,70.83
Rural practice surveyor,Healthcare,Increasing,High,97669.11,Bachelor’s Degree,5,2234,5803,54.7,44.05,UK,38.19
Manufacturing engineer,Finance,Increasing,High,145593.12,Master’s Degree,8,1725,6711,9.22,67.67,Germany,65.62
"Horticulturist, commercial",IT,Increasing,High,52639.83,Master’s Degree,16,3396,4617,36.12,5.46,USA,32.72
Corporate treasurer,Entertainment,Increasing,Moderate,73762.08,Bachelor’s Degree,4,3751,7032,83.46,93.81,USA,35.27
Energy manager,Transportation,Decreasing,Low,131158.65,Bachelor’s Degree,19,9318,233,17.6,41.73,Australia,28.27
Cabin crew,Healthcare,Decreasing,Low,63695.58,High School,20,1791,1245,26.13,6.69,India,67.37
Midwife,Retail,Increasing,Low,85358.26,Master’s Degree,19,5007,9754,37.47,36.88,UK,35.43
"Accountant, chartered management",Education,Increasing,Low,87874.87,PhD,3,2724,3323,27.11,31.77,USA,73.93
Clinical research associate,Retail,Decreasing,High,97301.85,High School,1,9249,4929,17.42,98.45,UK,30.17
Human resources officer,Finance,Decreasing,High,121015.81,Master’s Degree,10,5802,8478,10.35,45.72,China,65.06
"Education officer, community",Retail,Increasing,High,83238.74,Bachelor’s Degree,18,7541,6971,21.11,40.53,UK,70.4
Engineering geologist,Manufacturing,Decreasing,High,75939.32,Master’s Degree,19,9111,1062,94.78,15.91,USA,20.0
Minerals surveyor,Healthcare,Increasing,High,33542.38,Associate Degree,16,2602,7507,61.4,32.62,Germany,42.68
Midwife,IT,Increasing,High,81236.04,Master’s Degree,18,8753,9301,71.49,96.1,USA,72.07
"Accountant, chartered certified",Entertainment,Decreasing,Low,135310.0,PhD,20,4970,7681,25.33,72.41,Brazil,67.8
Arboriculturist,Finance,Decreasing,High,79761.96,PhD,5,3572,2903,98.19,23.22,UK,45.67
Banker,Education,Decreasing,High,58378.76,Associate Degree,15,1381,5952,89.09,5.25,Brazil,44.57
Environmental health practitioner,Entertainment,Decreasing,Low,62576.44,Associate Degree,15,593,2062,31.82,45.44,UK,70.46
"Surveyor, insurance",Healthcare,Increasing,High,64475.37,Master’s Degree,11,1126,9006,75.76,58.7,China,60.79
Product manager,IT,Increasing,Moderate,127437.62,Associate Degree,10,2155,8854,42.27,35.52,China,46.01
Land/geomatics surveyor,Retail,Increasing,Moderate,145119.37,Bachelor’s Degree,13,5138,3690,25.41,29.89,Germany,60.0
Clinical research associate,Finance,Increasing,High,73964.57,Master’s Degree,4,4375,6723,40.64,37.68,China,42.07
Immigration officer,Entertainment,Increasing,Low,31078.92,Master’s Degree,11,9570,1100,93.69,79.43,Australia,76.15
Data processing manager,Healthcare,Decreasing,High,36325.61,Master’s Degree,19,5575,6231,92.71,54.86,UK,37.94
"Scientist, research (medical)",Entertainment,Decreasing,High,108668.19,PhD,4,9009,8855,16.7,2.7,Canada,25.3
Company secretary,IT,Decreasing,Moderate,32003.6,Bachelor’s Degree,20,6510,9801,29.48,58.49,Canada,53.79
"Programmer, applications",Finance,Decreasing,High,87097.41,PhD,1,3673,9967,30.91,5.97,USA,45.77
Furniture conservator/restorer,Retail,Increasing,Low,55041.47,PhD,10,5448,5785,48.51,17.58,India,31.78
Energy engineer,Manufacturing,Decreasing,Moderate,64828.72,PhD,9,3179,5528,62.78,54.43,UK,75.78
Radio broadcast assistant,Retail,Decreasing,High,105358.95,Bachelor’s Degree,1,4234,1749,7.97,14.84,Brazil,46.62
Estate agent,IT,Increasing,Low,109534.75,Bachelor’s Degree,0,8377,6713,54.63,35.01,Australia,69.59
Nutritional therapist,Entertainment,Increasing,Moderate,66128.43,Bachelor’s Degree,2,6403,618,46.34,72.11,Australia,34.25
"Merchandiser, retail",Finance,Decreasing,Moderate,96303.73,Master’s Degree,16,6043,9637,22.75,29.1,Australia,49.6
Copy,Finance,Increasing,Low,122102.36,Master’s Degree,10,4948,985,85.25,77.88,India,55.52
Stage manager,Manufacturing,Increasing,Moderate,80402.27,High School,20,9918,4264,47.52,39.17,Germany,53.45
Television floor manager,Entertainment,Increasing,Moderate,78551.67,Associate Degree,13,6612,7372,45.35,39.5,India,71.1
"Horticulturist, amenity",Entertainment,Decreasing,High,130650.5,Bachelor’s Degree,18,2410,3018,16.46,84.4,USA,77.03
Early years teacher,Finance,Increasing,Low,51258.01,Master’s Degree,15,9827,4743,57.14,23.99,Brazil,42.62
"Engineer, agricultural",Transportation,Increasing,Moderate,30064.48,Bachelor’s Degree,20,4158,4811,74.88,89.16,Canada,49.81
Pharmacologist,Finance,Increasing,High,139578.85,High School,12,7812,2792,40.46,71.46,China,33.28
Sports coach,IT,Decreasing,High,101012.09,High School,15,807,6154,0.78,7.22,India,66.1
Transport planner,Transportation,Decreasing,Moderate,105439.56,Master’s Degree,6,2845,506,0.26,57.44,China,33.71
Newspaper journalist,Manufacturing,Decreasing,Moderate,78479.44,Master’s Degree,12,7679,1203,31.57,48.15,USA,70.14
"Sales professional, IT",Retail,Decreasing,High,103580.72,Master’s Degree,4,4604,4361,42.51,53.3,UK,58.19
Fish farm manager,Healthcare,Decreasing,Moderate,48770.47,High School,1,4831,5232,63.03,14.95,Australia,72.21
Geochemist,Manufacturing,Decreasing,Low,64960.51,Master’s Degree,15,8719,8880,51.79,40.85,Brazil,64.15
Retail manager,Education,Decreasing,High,53287.77,High School,4,233,2764,99.71,37.02,USA,67.94
Risk manager,Retail,Increasing,High,97825.2,PhD,18,1859,9438,7.65,10.8,Canada,43.18
Physiotherapist,Healthcare,Decreasing,High,91820.93,Bachelor’s Degree,20,9757,4398,31.34,86.97,Germany,40.94
"Programmer, systems",Healthcare,Decreasing,High,134125.0,PhD,10,7422,2484,57.64,77.7,Canada,67.74
Tourism officer,Healthcare,Increasing,Moderate,37599.32,PhD,19,3793,4334,65.02,94.85,Brazil,47.32
Biomedical scientist,Manufacturing,Increasing,High,136027.22,High School,19,4720,5782,7.97,70.65,China,31.16
Trade union research officer,Manufacturing,Decreasing,Moderate,119934.74,Bachelor’s Degree,13,8553,450,6.18,68.58,Canada,61.16
Trade mark attorney,Education,Increasing,Moderate,117649.66,Master’s Degree,7,4045,4022,40.73,14.85,Australia,56.83
Technical author,Education,Increasing,High,79254.23,Bachelor’s Degree,2,9712,5091,23.23,82.4,Australia,73.23
Civil Service fast streamer,Entertainment,Decreasing,High,48509.16,High School,5,5260,1336,40.8,9.89,China,25.46
Chief Operating Officer,IT,Decreasing,Moderate,65663.04,Bachelor’s Degree,19,973,8079,76.98,90.78,Brazil,30.49
"Teacher, special educational needs",Education,Decreasing,Moderate,146266.35,Bachelor’s Degree,11,3867,5218,72.36,76.51,USA,77.25
"Engineer, civil (contracting)",Finance,Increasing,High,112219.17,Bachelor’s Degree,5,4521,2473,40.18,35.77,Canada,60.6
Civil Service administrator,Entertainment,Decreasing,Moderate,40292.73,High School,10,7777,9304,28.61,12.39,Canada,48.44
Arts development officer,Healthcare,Increasing,Moderate,142299.64,Bachelor’s Degree,3,9650,455,7.09,95.78,Australia,50.56
"Engineer, drilling",Finance,Decreasing,High,106740.63,Master’s Degree,11,228,4497,56.48,75.79,UK,49.78
"Civil engineer, contracting",Manufacturing,Decreasing,Low,76323.99,PhD,9,9887,8996,46.47,15.44,Brazil,30.2
Fashion designer,Entertainment,Increasing,High,38362.65,Associate Degree,9,4164,4762,90.04,22.8,Brazil,60.99
Chief Executive Officer,Finance,Decreasing,Low,76206.79,High School,1,663,5561,54.8,72.31,Canada,49.38
Clinical cytogeneticist,Finance,Increasing,High,82555.75,PhD,10,6647,6993,80.67,21.76,Germany,71.05
"Scientist, marine",IT,Increasing,Moderate,145085.37,Associate Degree,2,6414,512,99.82,16.31,Germany,63.72
Systems developer,Transportation,Increasing,Moderate,81615.67,High School,5,7717,1045,14.68,82.88,Brazil,48.04
Research scientist (life sciences),Entertainment,Decreasing,Low,72102.34,PhD,0,2378,234,36.49,99.14,Australia,63.39
"Surveyor, building",Entertainment,Increasing,Low,71940.15,High School,7,3824,9373,78.19,99.7,India,43.14
"Geologist, wellsite",Healthcare,Increasing,High,105238.71,Master’s Degree,1,8485,6663,70.31,94.21,India,57.64
Water engineer,Education,Increasing,Moderate,47630.98,Bachelor’s Degree,0,9900,171,71.39,34.49,USA,60.53
"Lecturer, further education",IT,Decreasing,Moderate,93583.17,High School,15,3913,7743,7.59,24.33,Australia,29.4
Marketing executive,Finance,Decreasing,High,38594.94,Bachelor’s Degree,0,1761,7619,42.09,42.75,Canada,25.0
"Engineer, drilling",Education,Increasing,Moderate,52557.69,PhD,16,1679,8252,4.51,65.93,USA,52.97
Systems developer,Transportation,Decreasing,Moderate,107206.24,Master’s Degree,16,9943,1672,81.48,62.64,China,79.64
Research scientist (medical),Finance,Increasing,High,59538.52,Associate Degree,4,816,3051,56.2,19.31,USA,48.7
Advice worker,Transportation,Increasing,Low,96839.14,Bachelor’s Degree,17,5124,4907,1.64,58.49,Brazil,23.46
Administrator,Entertainment,Increasing,Moderate,30759.39,PhD,10,7918,1755,76.01,0.52,Canada,49.8
"Surveyor, planning and development",Healthcare,Decreasing,High,56069.93,Bachelor’s Degree,6,6350,7486,15.92,95.84,India,73.32
"Horticulturist, commercial",Finance,Increasing,High,83110.87,High School,14,101,3277,42.22,97.82,Australia,66.57
Sports coach,Healthcare,Decreasing,High,119111.83,PhD,15,5051,9808,0.16,11.77,Canada,47.51
Media planner,Education,Decreasing,Low,148727.02,Bachelor’s Degree,4,8330,1016,59.81,79.06,UK,35.55
"Runner, broadcasting/film/video",Manufacturing,Decreasing,Moderate,138069.17,Master’s Degree,5,6831,6566,88.08,37.04,Australia,56.35
Geophysical data processor,Education,Increasing,Low,57519.24,High School,19,5481,7311,37.84,53.3,UK,64.51
"Civil engineer, contracting",Education,Decreasing,Low,49674.1,Master’s Degree,18,4807,9123,52.97,23.4,Brazil,76.67
Management consultant,Manufacturing,Increasing,Low,86217.52,Bachelor’s Degree,7,404,9585,81.84,51.37,Germany,34.15
Comptroller,Manufacturing,Increasing,High,148359.04,High School,8,8414,468,4.63,93.21,China,22.58
"Surveyor, building control",Transportation,Decreasing,High,114499.29,Associate Degree,9,6003,491,32.17,11.89,USA,31.22
Midwife,Education,Increasing,Moderate,90659.07,Master’s Degree,5,7530,7075,12.82,1.01,UK,42.61
Conference centre manager,Transportation,Decreasing,Low,140665.22,Associate Degree,11,4434,9943,96.85,13.82,Germany,75.24
Haematologist,Entertainment,Increasing,Moderate,113442.32,Associate Degree,16,4830,3259,46.03,96.19,China,78.13
Immigration officer,Retail,Increasing,High,144717.88,PhD,17,5039,3766,65.97,79.26,Canada,26.84
Writer,Entertainment,Increasing,Moderate,140268.63,Bachelor’s Degree,9,7559,4588,65.81,40.23,USA,53.13
Advertising copywriter,IT,Decreasing,High,54891.19,Master’s Degree,17,7975,8754,50.94,65.36,Germany,42.15
Licensed conveyancer,Education,Increasing,Moderate,96095.53,PhD,9,963,1195,87.16,71.81,Canada,26.55
Electrical engineer,Education,Decreasing,Low,117206.54,Associate Degree,14,4611,6656,94.8,97.44,Canada,69.58
Television camera operator,Healthcare,Increasing,Moderate,126393.3,Associate Degree,3,8992,1466,47.63,87.33,UK,50.5
Microbiologist,Entertainment,Increasing,High,60770.34,Associate Degree,20,8457,7686,75.78,40.66,USA,38.57
Forest/woodland manager,Healthcare,Decreasing,Moderate,74944.3,Master’s Degree,10,6840,3884,38.88,12.8,UK,34.19
Retail merchandiser,Entertainment,Increasing,High,74387.21,Bachelor’s Degree,12,6569,6420,1.42,77.21,India,47.51
Market researcher,Education,Decreasing,High,34231.26,Master’s Degree,6,2874,5267,60.83,37.0,Australia,71.83
Biomedical engineer,Healthcare,Decreasing,High,129025.76,High School,19,395,5268,31.47,58.52,Canada,67.78
Chartered loss adjuster,Healthcare,Decreasing,Low,145599.37,Master’s Degree,4,8594,3769,89.62,9.84,Canada,23.16
Child psychotherapist,IT,Decreasing,Low,96586.85,Master’s Degree,0,1105,9413,3.58,69.3,India,21.32
Physiological scientist,IT,Decreasing,High,78561.07,Associate Degree,1,8828,4426,21.85,24.47,China,46.19
Data processing manager,Manufacturing,Decreasing,Moderate,47180.27,Associate Degree,2,4646,7049,74.21,28.22,Brazil,67.15
"Nurse, children's",Manufacturing,Decreasing,Low,43274.74,Master’s Degree,3,407,9489,40.83,27.25,Australia,75.4
Food technologist,Healthcare,Increasing,Low,44443.32,Master’s Degree,19,5215,672,9.24,90.72,USA,65.01
Warehouse manager,Finance,Increasing,High,111940.09,High School,19,8299,9462,10.28,50.64,USA,52.69
Adult nurse,Finance,Decreasing,Low,140028.74,High School,8,2259,3396,72.35,92.39,India,27.38
Fish farm manager,Healthcare,Increasing,High,95086.7,Bachelor’s Degree,19,1033,6461,42.87,28.84,USA,59.51
"Buyer, retail",Finance,Decreasing,High,115958.96,Associate Degree,19,9292,1388,25.89,37.03,UK,30.39
"Civil engineer, contracting",Finance,Decreasing,Moderate,42059.52,Master’s Degree,10,3961,3663,0.98,38.95,India,32.62
Research scientist (physical sciences),Finance,Increasing,Low,117424.68,Master’s Degree,11,422,9789,39.47,98.5,China,75.57
Statistician,Finance,Decreasing,High,59790.09,Bachelor’s Degree,4,7316,567,99.18,58.35,Brazil,43.14
Insurance underwriter,Finance,Decreasing,High,30100.66,Associate Degree,11,4063,469,55.77,53.29,UK,74.57
"Sales professional, IT",Entertainment,Increasing,High,67917.76,Master’s Degree,13,9812,4471,95.93,31.01,Brazil,31.48
Water quality scientist,Manufacturing,Increasing,Low,88656.54,PhD,2,2621,2139,15.57,59.21,China,58.87
Professor Emeritus,Manufacturing,Decreasing,Low,145687.74,Master’s Degree,5,3801,7892,11.8,52.48,USA,59.03
Computer games developer,IT,Increasing,Moderate,98757.42,PhD,13,2595,4885,19.09,6.56,Germany,36.47
Food technologist,Healthcare,Increasing,High,82169.53,High School,11,2844,8841,57.9,75.26,USA,54.06
"Physicist, medical",Education,Increasing,Low,136287.58,Bachelor’s Degree,20,4747,4093,19.55,20.75,USA,73.98
Air traffic controller,IT,Increasing,Moderate,65501.11,PhD,13,2285,9639,22.5,51.97,Australia,28.62
Chief Strategy Officer,Healthcare,Decreasing,Low,143295.15,Bachelor’s Degree,9,8936,1336,48.53,63.66,USA,31.49
Agricultural consultant,Manufacturing,Increasing,Low,85706.89,Master’s Degree,18,4920,8469,81.35,34.84,India,20.41
Conference centre manager,Manufacturing,Decreasing,Moderate,55125.28,Associate Degree,19,8393,6820,69.57,49.93,USA,41.6
Sports administrator,Transportation,Increasing,High,65203.63,Bachelor’s Degree,16,5800,1483,92.87,1.34,UK,40.75
"Lecturer, higher education",Manufacturing,Decreasing,High,39764.55,High School,6,9427,8689,12.52,20.95,Australia,40.01
Editorial assistant,IT,Decreasing,Moderate,105671.44,Master’s Degree,0,2827,8131,40.28,9.98,USA,70.72
Microbiologist,Entertainment,Decreasing,High,125923.66,Associate Degree,10,7755,2761,93.08,0.5,Australia,35.42
Event organiser,Education,Increasing,Low,134497.65,Associate Degree,20,1028,5473,49.23,52.28,Australia,52.28
Event organiser,Entertainment,Increasing,Moderate,143994.75,PhD,16,9995,4533,22.16,51.66,India,51.71
General practice doctor,Transportation,Decreasing,High,91727.52,Bachelor’s Degree,11,4402,6690,88.24,74.47,India,60.99
Structural engineer,Healthcare,Increasing,Moderate,83064.14,Master’s Degree,17,6842,5823,97.78,29.06,USA,34.47
"Designer, jewellery",IT,Increasing,Moderate,31288.96,PhD,13,5561,9564,78.23,73.13,Germany,76.47
"Designer, exhibition/display",Transportation,Decreasing,Moderate,100219.25,Associate Degree,15,2796,1205,78.22,4.7,China,68.79
English as a second language teacher,Healthcare,Increasing,High,92676.1,Master’s Degree,15,2960,9799,31.12,69.12,Australia,48.78
Economist,Manufacturing,Decreasing,High,122889.47,High School,5,4333,6374,73.76,90.55,Germany,46.93
"Teacher, English as a foreign language",Education,Decreasing,Low,132863.78,Associate Degree,8,5010,774,27.06,93.42,USA,30.75
"Accountant, chartered certified",Retail,Increasing,Low,84676.97,Master’s Degree,13,912,272,35.59,19.97,China,63.54
Drilling engineer,Entertainment,Increasing,High,137985.42,Bachelor’s Degree,12,3195,251,17.59,48.63,Australia,47.88
Police officer,Entertainment,Decreasing,Moderate,72454.55,Master’s Degree,9,5006,1242,88.59,12.23,India,47.28
Fine artist,IT,Decreasing,Moderate,63409.95,Associate Degree,11,2339,5663,93.95,61.3,Brazil,46.07
"Scientist, forensic",Manufacturing,Decreasing,High,102672.82,PhD,10,4319,1694,87.2,55.59,Germany,51.79
Advertising art director,Finance,Increasing,High,143838.31,Master’s Degree,16,2506,2387,4.59,73.83,Canada,53.32
Soil scientist,Retail,Decreasing,Moderate,59031.77,PhD,0,6820,9496,28.34,45.34,Germany,37.76
"Programmer, systems",Retail,Increasing,Moderate,98564.68,High School,10,9805,4341,39.1,82.68,USA,35.88
Advice worker,Entertainment,Decreasing,Moderate,41262.52,Associate Degree,4,9954,7576,14.18,15.43,UK,26.77
Sports administrator,Healthcare,Decreasing,Moderate,132146.15,Bachelor’s Degree,20,4801,4377,29.24,68.15,UK,25.47
Structural engineer,Finance,Increasing,Low,133020.26,Bachelor’s Degree,20,9606,4824,42.26,19.32,India,31.31
Horticultural therapist,Manufacturing,Decreasing,Low,64514.13,Associate Degree,12,5728,2505,99.43,2.19,UK,59.91
Dance movement psychotherapist,Education,Decreasing,Low,121170.88,Associate Degree,4,2181,2430,70.96,5.2,Canada,30.78
Firefighter,Manufacturing,Increasing,Moderate,145041.82,Bachelor’s Degree,15,1214,9539,56.12,87.57,India,36.18
Community arts worker,Entertainment,Decreasing,Low,110459.4,PhD,11,1295,8720,8.42,1.64,Brazil,45.55
Theatre stage manager,Finance,Decreasing,High,35496.94,Bachelor’s Degree,19,3880,1453,67.86,74.72,China,77.45
Leisure centre manager,Entertainment,Decreasing,Moderate,127333.64,Master’s Degree,20,1872,4369,61.32,67.73,Australia,41.79
"Designer, textile",Finance,Increasing,Low,108144.28,Master’s Degree,5,9801,1064,90.17,80.36,Brazil,38.86
Information systems manager,Entertainment,Decreasing,Low,144624.15,Master’s Degree,6,8695,4627,65.09,6.01,India,51.05
"Investment banker, operational",Retail,Decreasing,High,139039.61,PhD,11,3035,376,25.13,58.26,USA,60.31
Art therapist,Retail,Decreasing,Moderate,102682.82,High School,2,9557,6084,99.56,26.78,Germany,62.18
"Conservator, museum/gallery",Education,Decreasing,High,56393.02,PhD,4,2337,9250,7.27,77.04,Brazil,65.82
Oceanographer,IT,Increasing,High,93517.74,PhD,12,519,8931,94.23,20.02,Canada,33.35
Textile designer,Retail,Decreasing,Low,113183.5,Associate Degree,2,2271,963,30.84,36.11,UK,37.27
"Therapist, music",Entertainment,Increasing,High,124132.05,Bachelor’s Degree,1,1800,578,74.31,32.91,Canada,68.05
Training and development officer,Manufacturing,Increasing,Moderate,107268.74,Associate Degree,13,2186,9044,45.6,55.5,Brazil,75.8
Set designer,Healthcare,Decreasing,Moderate,140755.73,Master’s Degree,6,6883,6976,75.33,62.66,Canada,76.04
"Teacher, primary school",Manufacturing,Increasing,Moderate,52776.07,Associate Degree,16,2297,6548,66.77,15.82,India,76.85
"Administrator, arts",Retail,Increasing,High,82459.22,Bachelor’s Degree,17,3828,7920,9.17,51.18,Canada,64.68
Hydrogeologist,Retail,Decreasing,Low,72608.73,Bachelor’s Degree,2,8527,163,69.04,20.81,USA,53.5
"Designer, textile",Manufacturing,Decreasing,High,77976.95,Master’s Degree,11,6291,8482,3.99,94.67,UK,69.17
Market researcher,Education,Increasing,Moderate,92482.86,Bachelor’s Degree,10,7789,4739,24.42,95.0,Australia,78.77
"Sound technician, broadcasting/film/video",Transportation,Increasing,Moderate,95361.27,Associate Degree,7,4154,5444,77.68,18.41,USA,76.27
Radio broadcast assistant,Education,Decreasing,Low,97235.64,PhD,1,9407,3453,14.88,60.6,Brazil,58.75
"Optician, dispensing",Entertainment,Increasing,High,52268.65,Master’s Degree,18,1654,1254,98.01,26.6,Canada,51.67
Armed forces training and education officer,Healthcare,Decreasing,High,75523.98,Bachelor’s Degree,6,9023,8489,43.9,71.74,Australia,64.61
Radio producer,Education,Decreasing,High,111716.18,High School,12,5898,2334,99.74,48.97,Canada,66.26
"Designer, blown glass/stained glass",Finance,Increasing,Low,52065.79,Associate Degree,5,4145,825,43.39,29.32,Brazil,49.15
Hydrologist,Retail,Increasing,Low,128982.09,PhD,17,5724,591,86.43,37.26,Brazil,56.0
"Radiographer, therapeutic",Healthcare,Decreasing,Moderate,94388.32,Bachelor’s Degree,2,2409,3615,67.97,35.48,Canada,23.1
Psychiatrist,Retail,Decreasing,Low,57436.81,Bachelor’s Degree,6,5549,6757,31.46,53.66,China,33.92
Health service manager,IT,Decreasing,High,82649.24,PhD,7,3917,3790,28.78,87.66,Canada,71.13
Rural practice surveyor,Education,Decreasing,Moderate,47461.74,PhD,7,9100,6722,5.12,59.2,Australia,73.13
Public relations account executive,Healthcare,Increasing,High,133678.46,PhD,20,7812,9665,53.11,38.74,Australia,31.98
Regulatory affairs officer,IT,Decreasing,High,56975.65,Associate Degree,17,9821,8034,38.52,14.75,India,78.34
Analytical chemist,Retail,Increasing,Low,32634.06,Associate Degree,20,909,6684,96.79,87.67,China,47.7
"Programme researcher, broadcasting/film/video",Manufacturing,Decreasing,High,41759.48,Associate Degree,1,6835,5189,8.91,62.68,India,66.82
"Runner, broadcasting/film/video",IT,Increasing,Low,41131.44,Bachelor’s Degree,13,4064,3556,83.36,55.54,Canada,55.51
Neurosurgeon,IT,Increasing,Low,36482.13,Master’s Degree,17,4729,831,35.14,84.55,UK,36.86
"Civil engineer, consulting",Retail,Decreasing,Moderate,86944.24,Associate Degree,11,7386,2573,91.42,59.39,China,42.37
Facilities manager,Retail,Increasing,Moderate,137845.91,Bachelor’s Degree,7,5456,1917,87.6,86.68,Canada,34.69
"Engineer, petroleum",Retail,Decreasing,Moderate,110001.45,High School,12,9882,2849,47.21,43.9,Germany,78.77
"Sound technician, broadcasting/film/video",Finance,Increasing,High,73923.12,High School,15,7443,4141,96.0,63.05,Australia,57.85
Psychotherapist,Entertainment,Increasing,High,121338.27,Bachelor’s Degree,1,2608,5699,23.5,68.86,Canada,39.05
Commissioning editor,Education,Increasing,High,149813.23,Master’s Degree,3,2728,6503,13.06,59.86,USA,61.42
Fast food restaurant manager,Retail,Decreasing,High,40267.28,PhD,16,1194,7934,4.62,93.42,Canada,41.84
Marine scientist,IT,Decreasing,High,146554.81,High School,7,8687,1232,86.88,88.87,Brazil,30.21
"Psychologist, prison and probation services",Transportation,Increasing,Low,52270.01,PhD,7,4678,1239,88.67,39.59,Brazil,46.45
Paramedic,Entertainment,Increasing,Moderate,66855.94,PhD,3,8827,9221,95.47,54.73,Canada,35.83
Advice worker,Retail,Decreasing,Moderate,123418.94,Associate Degree,4,2568,3885,10.03,15.59,USA,30.92
Chartered legal executive (England and Wales),Healthcare,Increasing,High,73186.65,Master’s Degree,0,7175,8419,72.29,65.51,USA,73.48
Astronomer,Education,Decreasing,Moderate,84019.71,PhD,1,4672,9299,55.78,48.92,USA,75.54
"Horticulturist, amenity",Finance,Increasing,Moderate,128038.55,Master’s Degree,4,630,5238,84.51,36.35,India,47.4
Personal assistant,Entertainment,Increasing,Moderate,116947.35,Master’s Degree,19,7371,6906,60.4,11.62,China,23.96
"Nurse, mental health",Transportation,Decreasing,Moderate,76663.22,PhD,6,7398,4509,86.63,57.18,Australia,49.21
Audiological scientist,Finance,Increasing,High,61286.37,High School,17,4871,2815,27.1,85.43,Brazil,23.48
Acupuncturist,Manufacturing,Decreasing,Low,126847.91,Master’s Degree,6,7431,8068,98.21,26.53,China,67.34
"Runner, broadcasting/film/video",Entertainment,Decreasing,High,62024.46,Bachelor’s Degree,11,6842,7343,36.35,57.51,Canada,67.28
"Engineer, broadcasting (operations)",Transportation,Decreasing,High,148959.0,High School,15,5376,6693,79.32,54.29,India,32.71
Adult nurse,Finance,Increasing,High,57878.47,Master’s Degree,0,5164,3958,74.49,28.96,China,72.96
Chartered public finance accountant,Manufacturing,Increasing,Low,125431.81,Bachelor’s Degree,4,3307,5155,88.0,90.63,Brazil,59.7
Broadcast engineer,Manufacturing,Decreasing,High,68534.31,Associate Degree,14,2116,3605,19.19,71.98,UK,67.81
Forensic scientist,Finance,Increasing,Low,50511.66,Associate Degree,6,5949,2640,4.48,97.11,USA,70.66
Osteopath,Entertainment,Increasing,High,73228.67,Associate Degree,13,5083,2643,52.73,93.14,Germany,54.81
"Therapist, drama",Education,Increasing,Moderate,123569.08,PhD,9,267,1266,59.58,3.94,Germany,75.25
Financial planner,Manufacturing,Decreasing,Moderate,141530.14,Master’s Degree,18,8080,9107,29.36,94.45,China,66.95
Environmental education officer,Entertainment,Increasing,Low,107134.35,Associate Degree,9,1923,2155,43.47,8.8,USA,64.02
Research scientist (medical),Retail,Increasing,Moderate,67722.75,High School,3,8983,5514,79.78,79.18,Brazil,48.37
Early years teacher,Retail,Increasing,High,42872.82,Master’s Degree,4,5506,7656,0.75,4.51,Canada,75.04
Best boy,Retail,Decreasing,Moderate,67487.53,High School,3,391,7353,3.18,10.42,Brazil,55.54
Forensic psychologist,Healthcare,Decreasing,Low,84585.03,Master’s Degree,6,3664,9930,13.58,12.25,India,48.95
Toxicologist,Finance,Increasing,Low,83900.64,Associate Degree,0,533,2155,78.16,55.48,China,54.81
Interior and spatial designer,Education,Decreasing,Low,63214.58,Associate Degree,20,6905,1536,73.62,68.73,Canada,50.76
Mechanical engineer,Finance,Decreasing,High,72596.27,Associate Degree,18,1338,505,61.43,80.2,Germany,44.99
Database administrator,Transportation,Decreasing,High,65219.39,Master’s Degree,11,8643,8388,42.77,9.52,Brazil,37.46
Building control surveyor,Education,Increasing,Low,39298.33,PhD,10,2638,5135,30.84,38.64,USA,74.6
"Psychologist, occupational",IT,Decreasing,Moderate,55132.89,Bachelor’s Degree,15,7473,1346,40.89,74.78,Germany,34.65
Environmental health practitioner,Transportation,Decreasing,Moderate,59884.07,PhD,14,8026,3715,86.85,2.35,Canada,59.74
"Psychologist, clinical",Retail,Decreasing,High,98838.73,Associate Degree,18,5354,6952,8.62,18.34,Australia,56.89
Trade mark attorney,IT,Increasing,Low,68159.01,Bachelor’s Degree,11,8157,7747,91.01,52.06,India,38.6
Clinical molecular geneticist,Education,Increasing,Low,36281.47,High School,15,4636,6504,97.3,73.41,Canada,74.07
Editorial assistant,Education,Decreasing,Low,124441.7,Master’s Degree,15,7645,1723,3.48,59.13,Germany,60.6
Archaeologist,Education,Decreasing,Moderate,103579.57,Master’s Degree,17,5541,3035,51.6,93.09,Germany,72.51
"Biochemist, clinical",Healthcare,Decreasing,Moderate,104090.43,Master’s Degree,0,8924,5070,92.28,98.73,UK,77.76
Physiotherapist,Education,Increasing,High,54855.02,Master’s Degree,7,8807,5200,26.35,20.91,USA,23.06
Building surveyor,Healthcare,Increasing,Low,33834.02,High School,20,9133,8327,77.73,13.22,Germany,23.43
Herpetologist,Manufacturing,Increasing,Low,113050.01,Master’s Degree,20,8877,3141,84.44,50.42,Australia,63.12
Legal executive,IT,Increasing,High,41481.18,Bachelor’s Degree,9,9694,5179,79.08,42.46,India,72.48
Insurance account manager,Transportation,Decreasing,Moderate,80326.62,Master’s Degree,19,3106,7659,11.87,42.3,China,70.56
Product manager,Finance,Decreasing,High,141209.7,Master’s Degree,17,5953,9067,3.78,68.15,India,62.92
Insurance account manager,Entertainment,Increasing,Moderate,96485.26,Bachelor’s Degree,0,5507,2047,54.63,15.72,China,32.8
Armed forces operational officer,Retail,Increasing,Moderate,116234.62,Bachelor’s Degree,10,4687,8016,39.15,98.53,Germany,62.32
"Journalist, broadcasting",Retail,Increasing,Moderate,113458.26,High School,12,5136,124,59.19,65.05,India,62.86
Hydrogeologist,Retail,Decreasing,High,37573.92,Master’s Degree,2,1358,1672,40.87,91.08,Australia,54.59
Armed forces logistics/support/administrative officer,Entertainment,Increasing,Moderate,129671.09,PhD,18,5411,2608,47.8,58.34,USA,77.35
Photographer,Entertainment,Increasing,Moderate,103332.89,PhD,1,8421,1636,32.28,12.16,Australia,41.61
Gaffer,Education,Increasing,High,86589.68,Bachelor’s Degree,5,7845,2025,41.51,60.99,Brazil,46.53
Statistician,Entertainment,Decreasing,Moderate,143061.56,Master’s Degree,7,3896,2667,36.24,16.14,India,30.52
Interpreter,Education,Decreasing,Low,108431.08,Bachelor’s Degree,4,7459,6536,56.76,34.05,India,50.32
Operations geologist,Finance,Decreasing,Moderate,44792.6,High School,0,1139,629,31.23,11.41,Canada,75.42
Adult nurse,Retail,Decreasing,Low,129163.03,Master’s Degree,9,5509,6386,93.18,50.42,USA,49.06
"Scientist, biomedical",Manufacturing,Increasing,High,70003.18,Master’s Degree,6,9079,7136,7.76,98.8,Brazil,46.06
Artist,Entertainment,Decreasing,High,64290.61,High School,12,1116,110,33.97,14.31,Canada,53.39
Lobbyist,Entertainment,Increasing,High,103401.7,Associate Degree,14,2411,3908,81.27,1.01,Canada,53.16
"Engineer, control and instrumentation",Manufacturing,Increasing,Low,70432.0,Bachelor’s Degree,1,2589,2966,27.35,47.9,Canada,31.06
Prison officer,Finance,Increasing,High,58783.69,PhD,3,8777,4647,7.6,85.16,UK,28.68
"Sound technician, broadcasting/film/video",Transportation,Increasing,Low,44971.66,High School,2,9407,8914,68.45,85.83,Australia,46.44
Chief Executive Officer,Finance,Increasing,Moderate,108677.99,Master’s Degree,1,5066,3621,26.66,77.16,China,63.93
Herbalist,Finance,Decreasing,High,89981.72,High School,12,5353,4430,81.74,69.28,UK,44.96
Catering manager,Education,Increasing,Low,79426.8,Master’s Degree,18,395,9889,33.07,23.45,Canada,48.09
Applications developer,IT,Decreasing,High,55744.51,Associate Degree,12,4124,5327,57.93,61.08,Germany,47.3
Advertising account executive,Healthcare,Increasing,Low,139047.9,Bachelor’s Degree,19,882,7568,10.25,89.8,Australia,37.95
Sales promotion account executive,Education,Decreasing,Moderate,127264.33,Master’s Degree,12,1712,920,57.18,54.97,USA,56.55
"Therapist, occupational",IT,Decreasing,Moderate,35666.92,High School,1,4231,1105,93.93,36.65,Brazil,33.29
Industrial/product designer,Manufacturing,Increasing,Low,45336.23,Bachelor’s Degree,0,5719,8758,62.82,49.84,China,73.65
Hospital doctor,Healthcare,Decreasing,High,91875.49,High School,17,930,1543,12.97,95.02,UK,50.61
Pharmacologist,Transportation,Increasing,Low,83548.66,Bachelor’s Degree,8,1397,2697,80.34,76.63,USA,43.48
"Designer, fashion/clothing",Manufacturing,Decreasing,Moderate,53036.58,Master’s Degree,0,4866,1246,6.73,79.75,Brazil,79.72
"Engineer, land",Education,Increasing,Moderate,110566.24,PhD,13,3504,6144,21.9,58.05,UK,23.58
"Engineer, chemical",Manufacturing,Increasing,High,30205.91,Associate Degree,3,5161,5168,75.62,17.17,China,60.99
"Loss adjuster, chartered",Retail,Decreasing,High,129874.83,Master’s Degree,0,1947,1542,69.42,40.7,Canada,75.94
Social worker,Finance,Increasing,Low,121088.0,Associate Degree,14,9456,3672,13.51,46.7,Australia,45.81
Retail banker,Finance,Increasing,Low,35782.28,Master’s Degree,7,1879,1203,4.88,25.32,India,74.99
"Nurse, adult",Transportation,Decreasing,High,110203.15,Associate Degree,5,7160,5990,96.85,64.14,Canada,38.45
Advertising art director,Education,Increasing,Moderate,38724.96,Associate Degree,7,2180,8048,48.3,59.56,Australia,42.27
Corporate investment banker,Transportation,Decreasing,High,54099.68,Master’s Degree,14,9367,3678,59.06,95.66,India,28.35
Health visitor,Transportation,Increasing,Moderate,30987.24,Associate Degree,14,4603,4580,48.65,23.06,USA,40.17
"Surveyor, quantity",Healthcare,Decreasing,Moderate,128061.98,PhD,11,6957,4828,27.22,55.35,Australia,56.52
Music tutor,Transportation,Decreasing,Low,61782.55,Bachelor’s Degree,9,7446,800,52.51,34.59,China,69.96
Civil Service fast streamer,Retail,Decreasing,Low,94083.62,PhD,5,3685,2653,53.22,68.3,Germany,33.0
Financial adviser,Education,Increasing,Moderate,99824.2,High School,3,1172,8157,84.32,30.13,Canada,62.47
Building control surveyor,Entertainment,Increasing,High,147167.55,Bachelor’s Degree,11,6609,6306,35.68,62.16,USA,78.44
"Therapist, occupational",IT,Increasing,Low,139854.07,Bachelor’s Degree,18,9887,9802,0.46,51.25,India,72.03
Commercial/residential surveyor,Retail,Increasing,High,36887.51,High School,11,9401,4789,74.81,20.58,Brazil,57.04
"Embryologist, clinical",Education,Decreasing,Moderate,98955.68,Master’s Degree,9,421,9559,81.01,71.23,Australia,42.49
"Scientist, biomedical",Transportation,Decreasing,Low,100019.18,Associate Degree,13,7733,9811,23.37,88.89,UK,30.52
Radio broadcast assistant,Manufacturing,Decreasing,High,116465.95,Bachelor’s Degree,11,9719,159,69.92,85.8,Brazil,52.67
"Exhibitions officer, museum/gallery",Entertainment,Increasing,High,57896.36,PhD,8,7025,6278,46.24,22.55,China,34.6
Broadcast presenter,Education,Increasing,Low,116580.8,Associate Degree,14,6934,7662,17.03,69.04,UK,22.83
Gaffer,Manufacturing,Increasing,Low,132827.03,PhD,4,2692,822,98.43,49.17,Germany,71.26
Film/video editor,Healthcare,Increasing,High,81855.78,Bachelor’s Degree,5,6745,640,23.65,17.49,China,65.67
Barista,Finance,Increasing,Moderate,42319.61,Master’s Degree,12,8093,4122,97.9,27.96,Germany,35.2
"Surveyor, commercial/residential",IT,Decreasing,High,114531.63,High School,7,1026,1801,29.91,42.02,China,43.11
"Engineer, production",Retail,Increasing,Low,134344.99,High School,14,9244,9554,47.58,51.14,UK,54.19
Animator,Transportation,Decreasing,Low,103570.46,Bachelor’s Degree,19,8680,5360,4.96,47.05,Germany,34.17
Music therapist,Retail,Increasing,Moderate,97648.78,High School,0,5402,8732,8.1,68.99,China,55.68
Dance movement psychotherapist,Education,Decreasing,Low,143431.51,High School,20,561,1270,6.1,17.42,USA,23.04
Licensed conveyancer,Healthcare,Decreasing,High,139074.11,High School,7,3080,5354,67.88,95.66,Brazil,49.66
Textile designer,Transportation,Increasing,Moderate,134169.47,PhD,4,8852,6666,49.97,91.48,Brazil,27.73
Mental health nurse,Manufacturing,Decreasing,Low,108784.21,Associate Degree,20,3233,3210,30.68,79.96,Canada,29.99
Chiropractor,Manufacturing,Increasing,Moderate,105050.53,Associate Degree,20,5676,3455,98.79,24.17,India,28.32
Make,Transportation,Decreasing,Moderate,147688.91,Master’s Degree,14,9684,5032,88.76,88.3,China,60.2
Retail buyer,Manufacturing,Decreasing,High,73427.86,PhD,6,6909,3884,33.85,54.17,USA,23.63
Ambulance person,Healthcare,Decreasing,Low,130823.61,Bachelor’s Degree,11,4486,3698,31.43,17.95,Germany,33.22
Estate agent,Transportation,Decreasing,Low,78099.69,High School,13,1623,7456,17.67,15.29,USA,20.58
Investment analyst,Transportation,Increasing,Low,41997.68,Master’s Degree,5,2409,5015,92.86,95.99,UK,46.14
Radio broadcast assistant,Healthcare,Decreasing,Low,59492.58,Master’s Degree,11,687,9860,44.69,49.59,Brazil,70.1
"Engineer, aeronautical",Healthcare,Increasing,Moderate,89451.18,Bachelor’s Degree,4,7812,5906,31.42,52.63,Australia,74.93
Medical secretary,Healthcare,Increasing,Moderate,72924.54,High School,1,995,2417,33.91,65.74,USA,34.14
Retail manager,IT,Increasing,High,97944.1,High School,11,914,7103,48.8,25.71,Germany,50.31
"Surveyor, land/geomatics",IT,Increasing,Low,118169.72,High School,13,7098,8714,10.06,19.91,China,21.25
Colour technologist,IT,Increasing,High,129701.38,Master’s Degree,6,5366,1064,11.68,6.39,Germany,28.32
Senior tax professional/tax inspector,Healthcare,Decreasing,High,40545.1,Bachelor’s Degree,7,2439,4533,19.26,28.25,India,33.19
Actuary,Finance,Decreasing,Low,86947.29,Associate Degree,12,4611,3070,30.58,2.81,Germany,33.29
Estate manager/land agent,Retail,Increasing,High,95370.88,High School,15,5335,5714,6.39,10.56,Brazil,74.51
Lawyer,Education,Increasing,High,95765.84,High School,20,491,2297,0.55,48.24,Brazil,21.74
Amenity horticulturist,Retail,Increasing,Low,34460.61,Master’s Degree,7,7289,9134,38.65,40.53,Brazil,38.61
Television camera operator,IT,Increasing,Low,111339.22,Associate Degree,11,9999,4335,24.47,35.95,USA,63.06
Television camera operator,IT,Decreasing,Moderate,97190.55,Master’s Degree,20,5050,3148,60.05,34.52,USA,35.19
Housing manager/officer,Manufacturing,Increasing,Moderate,122168.18,PhD,12,458,6421,83.28,38.13,Canada,74.29
Operations geologist,Entertainment,Decreasing,High,44705.06,Bachelor’s Degree,16,3191,4655,62.55,29.41,Australia,29.73
Research scientist (medical),IT,Decreasing,Moderate,67264.34,PhD,16,3018,3619,6.19,99.35,Brazil,73.4
Broadcast journalist,Entertainment,Decreasing,Moderate,82925.72,High School,1,3572,8517,13.75,76.55,Germany,45.75
Waste management officer,Transportation,Increasing,Low,87185.83,Bachelor’s Degree,18,8851,306,72.68,60.34,Brazil,74.83
"Sound technician, broadcasting/film/video",Transportation,Increasing,Moderate,101962.53,Master’s Degree,14,4460,5316,96.53,66.58,Australia,32.25
Field seismologist,Healthcare,Increasing,Low,79263.41,Master’s Degree,16,3987,9707,54.58,81.5,UK,67.1
Web designer,Education,Increasing,Moderate,61935.83,Associate Degree,8,4027,996,43.78,8.92,UK,65.05
Housing manager/officer,Transportation,Decreasing,Low,63093.21,Associate Degree,20,3274,5579,61.68,68.3,Germany,35.33
Museum/gallery exhibitions officer,Transportation,Increasing,High,68100.77,Bachelor’s Degree,0,6373,184,42.76,64.83,Canada,45.68
Counsellor,Retail,Increasing,Moderate,88369.66,High School,14,2649,9286,87.58,71.39,Germany,69.57
"Psychologist, prison and probation services",Retail,Increasing,High,120489.41,Master’s Degree,10,8758,117,88.98,89.77,China,72.25
Operations geologist,Retail,Increasing,High,60522.04,PhD,6,3834,7469,13.22,29.67,China,35.45
"Designer, graphic",Finance,Decreasing,Low,88257.92,Bachelor’s Degree,5,5046,7597,77.9,34.9,China,37.28
Energy engineer,Retail,Decreasing,Low,104659.29,High School,17,9819,9740,93.88,67.0,China,43.01
"Designer, interior/spatial",Retail,Increasing,Low,137827.24,PhD,16,4908,8527,47.07,97.81,Canada,46.81
"Designer, furniture",Education,Decreasing,Low,110261.23,Master’s Degree,5,8930,9610,79.16,21.53,USA,43.03
Herbalist,Entertainment,Increasing,Moderate,130825.47,PhD,16,5665,8461,5.66,42.22,Germany,76.72
"Psychotherapist, child",Healthcare,Decreasing,Low,142297.15,PhD,15,3447,5185,36.23,55.18,China,57.59
Chief Strategy Officer,Finance,Increasing,Moderate,43729.47,Master’s Degree,10,8239,5647,36.24,9.19,USA,20.63
Psychiatric nurse,Education,Increasing,Low,122624.75,High School,15,3478,4551,95.21,80.5,UK,54.45
Health visitor,IT,Increasing,Moderate,34760.01,Bachelor’s Degree,1,6474,7983,11.01,53.79,Germany,20.86
Volunteer coordinator,Retail,Increasing,High,51119.39,High School,5,5603,7867,71.17,91.26,USA,74.9
Brewing technologist,Manufacturing,Decreasing,Low,64534.59,High School,0,6673,1036,45.48,40.48,Brazil,20.01
Armed forces technical officer,Manufacturing,Increasing,High,134940.17,PhD,1,7263,9300,94.81,98.32,UK,20.89
"Embryologist, clinical",Retail,Decreasing,Moderate,71236.94,Associate Degree,5,7639,1013,97.87,21.22,Germany,35.82
Private music teacher,Entertainment,Decreasing,High,77726.28,Bachelor’s Degree,12,3750,9249,20.74,77.21,Germany,39.79
Manufacturing engineer,Retail,Increasing,Low,98222.84,Associate Degree,7,9947,946,27.97,39.75,Canada,29.78
"Production assistant, television",Education,Decreasing,Low,129907.32,Master’s Degree,6,5625,5990,34.08,39.22,Brazil,34.32
"Accountant, chartered",Education,Decreasing,Moderate,75135.34,Associate Degree,19,9851,1848,59.56,12.86,UK,28.48
Food technologist,Transportation,Decreasing,Low,129368.28,PhD,18,6073,1961,9.43,14.99,Brazil,76.61
"Engineer, maintenance",Education,Decreasing,Moderate,117718.54,Associate Degree,1,2827,635,79.16,59.06,China,38.74
Publishing rights manager,Finance,Decreasing,High,50410.11,Bachelor’s Degree,15,8150,6695,55.45,69.37,Germany,62.5
Television production assistant,Manufacturing,Decreasing,Moderate,127686.76,PhD,2,6521,2733,62.18,5.78,India,74.03
"Horticulturist, amenity",IT,Increasing,Low,140620.83,Master’s Degree,9,2722,9311,27.58,92.92,Canada,75.9
Company secretary,Healthcare,Decreasing,High,146115.88,Master’s Degree,9,8145,2341,37.59,91.7,Brazil,76.34
Medical secretary,Manufacturing,Increasing,Low,144070.82,Associate Degree,17,950,9917,39.13,15.58,Canada,39.09
Set designer,Education,Increasing,High,132580.98,PhD,2,156,3154,96.99,82.92,India,32.9
Osteopath,Healthcare,Decreasing,Moderate,86570.71,Associate Degree,1,5423,2359,31.18,98.23,China,31.14
Medical technical officer,Healthcare,Decreasing,Low,60261.51,Associate Degree,15,2713,134,63.35,4.49,USA,58.39
Risk manager,IT,Decreasing,High,119855.67,PhD,19,5295,2224,85.58,39.32,USA,32.74
Air cabin crew,Retail,Decreasing,Low,41243.39,PhD,13,8694,3587,54.64,86.69,India,41.13
"Designer, television/film set",Healthcare,Decreasing,Low,35060.26,Bachelor’s Degree,7,7465,2645,96.16,25.59,Australia,52.29
Secretary/administrator,Retail,Increasing,High,72846.56,Associate Degree,2,4523,5859,71.6,93.99,Germany,45.5
Human resources officer,Manufacturing,Decreasing,High,73155.27,Master’s Degree,11,3544,6242,82.83,18.56,Canada,32.5
Commercial horticulturist,Retail,Increasing,Low,128317.85,High School,11,2878,769,47.21,83.41,Australia,76.81
Government social research officer,Retail,Increasing,Moderate,64263.23,Associate Degree,2,3024,4548,88.8,29.63,Canada,76.33
Energy manager,Entertainment,Increasing,High,118533.6,PhD,10,2005,654,76.42,76.39,UK,67.66
"Therapist, art",Finance,Increasing,Low,78304.41,Master’s Degree,1,3870,5967,24.78,5.55,USA,69.7
Public relations account executive,Education,Decreasing,Moderate,109254.35,High School,2,9551,7307,45.82,64.11,Germany,50.51
Tax adviser,Retail,Increasing,Low,90963.39,PhD,17,1844,1938,94.83,29.44,Brazil,55.1
Product/process development scientist,Finance,Increasing,Low,114224.08,Master’s Degree,12,5629,6212,5.1,60.62,Germany,52.95
Event organiser,Healthcare,Increasing,Moderate,147044.56,Bachelor’s Degree,2,8606,8508,88.79,48.17,India,32.48
Company secretary,Education,Increasing,High,141647.52,Bachelor’s Degree,4,2066,9021,92.46,86.27,China,55.23
Acupuncturist,Healthcare,Increasing,Low,68873.24,Bachelor’s Degree,12,3493,8341,93.45,81.12,UK,55.55
Senior tax professional/tax inspector,IT,Increasing,Low,113140.94,High School,14,3041,3583,7.29,3.51,UK,67.65
Radiation protection practitioner,Transportation,Decreasing,High,92111.26,PhD,17,1473,5733,82.35,52.78,Australia,36.69
"Conservator, museum/gallery",Finance,Decreasing,Moderate,112622.03,PhD,20,6700,4469,14.97,62.5,Germany,45.0
Music therapist,Healthcare,Increasing,High,149258.31,High School,10,6128,3748,29.19,16.91,India,74.32
Operational researcher,Entertainment,Increasing,Moderate,47668.88,Master’s Degree,4,5147,1775,20.66,22.43,India,71.67
Academic librarian,Education,Increasing,High,123198.31,Associate Degree,3,4238,7644,70.23,37.88,USA,25.39
Insurance account manager,IT,Increasing,Moderate,106995.99,Master’s Degree,3,7053,1254,26.09,50.02,UK,59.1
Lexicographer,Transportation,Increasing,High,120487.91,High School,8,5475,7941,66.71,48.64,India,38.36
Technical sales engineer,Education,Increasing,High,134140.38,Associate Degree,5,1060,1865,3.01,18.16,USA,53.86
Seismic interpreter,IT,Decreasing,Low,49926.76,Bachelor’s Degree,5,3300,3332,12.66,1.61,Germany,38.0
Air traffic controller,Retail,Decreasing,Moderate,47020.19,High School,1,2863,9345,43.27,78.14,UK,46.04
Firefighter,Healthcare,Decreasing,Moderate,66889.39,Bachelor’s Degree,11,4040,6559,97.22,32.62,India,52.56
Interior and spatial designer,Transportation,Increasing,High,114546.8,PhD,15,7781,2233,62.8,94.38,USA,26.31
Secondary school teacher,Healthcare,Increasing,Moderate,31378.78,Associate Degree,2,9748,1908,81.06,77.61,Germany,65.65
Medical secretary,Healthcare,Decreasing,Moderate,95022.62,Associate Degree,19,8963,5304,9.13,46.19,China,71.24
Diagnostic radiographer,Finance,Increasing,Moderate,62777.71,Associate Degree,7,4200,7153,57.03,60.91,USA,51.6
Archivist,Transportation,Decreasing,High,74542.04,High School,16,8725,3254,8.15,23.17,China,42.44
Corporate treasurer,Finance,Decreasing,High,147168.56,Associate Degree,6,9048,9003,43.68,93.11,Australia,44.59
Publishing rights manager,Finance,Decreasing,High,64800.45,High School,20,4155,4280,85.37,31.95,Germany,38.24
"Administrator, arts",Finance,Increasing,Moderate,30992.34,Associate Degree,15,9525,6954,54.61,82.91,Canada,35.15
Barista,Finance,Increasing,High,67327.46,High School,8,8237,7874,9.02,74.06,USA,29.61
Editorial assistant,Education,Decreasing,High,78112.09,High School,18,488,9191,47.09,43.51,Canada,42.77
Metallurgist,Healthcare,Increasing,High,145517.47,Bachelor’s Degree,5,8215,1075,26.88,69.61,Canada,45.01
Youth worker,Healthcare,Decreasing,High,123481.31,Associate Degree,5,5316,1837,25.72,82.36,Germany,49.31
Research scientist (life sciences),Entertainment,Decreasing,High,87748.54,Bachelor’s Degree,3,9894,3488,15.53,22.75,China,27.24
Personal assistant,IT,Increasing,Low,74026.99,Master’s Degree,2,6776,4150,14.25,29.54,China,47.13
"Embryologist, clinical",Finance,Increasing,Moderate,59181.86,Master’s Degree,3,2118,640,46.58,96.37,UK,41.41
Chief Operating Officer,Transportation,Increasing,Low,145802.25,High School,15,4863,5192,38.97,31.77,Brazil,60.69
Quantity surveyor,IT,Increasing,Moderate,120051.93,Associate Degree,8,7473,2465,86.86,61.42,UK,72.99
"Nurse, adult",Transportation,Decreasing,High,120127.46,Bachelor’s Degree,20,4751,5065,28.11,21.53,India,54.62
Proofreader,Finance,Decreasing,Low,45652.3,Master’s Degree,20,1617,7053,39.44,46.45,Australia,79.98
Higher education lecturer,Finance,Decreasing,Moderate,138945.48,Associate Degree,20,3656,2416,71.75,49.94,China,56.19
Retail banker,IT,Decreasing,High,142064.27,Associate Degree,20,4722,8838,94.86,65.78,Canada,70.43
Make,IT,Increasing,High,105253.75,PhD,14,6690,7951,12.92,11.49,India,38.54
Clinical embryologist,Transportation,Decreasing,High,116754.42,Master’s Degree,6,4791,2681,74.53,10.31,Canada,77.49
Air cabin crew,IT,Increasing,High,69140.81,Associate Degree,20,7866,7512,19.07,3.13,Australia,43.13
Human resources officer,Retail,Increasing,High,71004.24,PhD,16,7189,5792,62.72,82.38,Brazil,40.86
"Education officer, environmental",Transportation,Decreasing,High,105076.76,Associate Degree,19,698,6344,19.09,46.77,USA,47.63
Therapeutic radiographer,Retail,Decreasing,Low,104422.71,Bachelor’s Degree,20,3047,9651,60.83,55.7,Australia,68.56
Prison officer,IT,Decreasing,Moderate,106225.48,Bachelor’s Degree,15,8758,1410,58.16,60.7,India,26.12
Child psychotherapist,Education,Decreasing,Low,131263.35,High School,5,8287,926,62.6,66.83,UK,50.26
Industrial buyer,Manufacturing,Decreasing,High,127368.36,Bachelor’s Degree,7,5427,5894,63.12,89.47,Canada,45.48
"Programmer, applications",Retail,Decreasing,High,93409.07,PhD,5,8271,1504,43.54,95.76,China,49.11
Chief Executive Officer,Manufacturing,Decreasing,Moderate,86415.55,Bachelor’s Degree,13,2658,7364,47.2,48.54,Germany,51.99
Rural practice surveyor,Finance,Increasing,Low,112971.49,Master’s Degree,5,8709,5747,44.83,1.68,Canada,35.3
Special educational needs teacher,IT,Decreasing,Moderate,88495.94,High School,13,9731,5124,65.98,80.91,Australia,49.38
Broadcast engineer,Finance,Increasing,Low,104334.97,Associate Degree,19,895,8165,62.65,94.75,USA,47.93
Operational investment banker,Transportation,Increasing,High,75341.47,PhD,2,5522,5029,76.17,40.79,Canada,53.26
Sport and exercise psychologist,IT,Increasing,Low,42996.9,Master’s Degree,17,2832,1358,39.3,44.56,Brazil,36.08
Geochemist,Finance,Increasing,Low,96153.82,PhD,19,9384,9480,46.54,22.02,China,79.11
Armed forces logistics/support/administrative officer,Transportation,Increasing,Low,52867.28,PhD,4,8095,8351,89.68,33.8,Germany,20.65
Financial risk analyst,Transportation,Increasing,Low,119741.12,Bachelor’s Degree,10,4357,8890,15.59,27.31,UK,45.72
Operations geologist,Healthcare,Increasing,Moderate,37499.72,Master’s Degree,4,6483,3100,99.01,53.36,UK,68.94
"Engineer, aeronautical",Entertainment,Decreasing,Low,33832.44,Associate Degree,13,4543,5090,8.7,45.84,UK,25.25
Geophysical data processor,IT,Increasing,High,41884.41,High School,0,3907,3204,78.76,28.67,Germany,51.21
"Sales professional, IT",Transportation,Increasing,Moderate,65646.35,PhD,4,1574,3032,76.14,70.95,USA,45.44
Neurosurgeon,Transportation,Decreasing,Moderate,39557.71,Associate Degree,13,3481,2834,5.0,10.98,China,51.98
Heritage manager,Manufacturing,Decreasing,Low,58498.53,Bachelor’s Degree,20,9580,5861,38.33,18.98,Australia,65.51
Musician,Education,Decreasing,Low,69266.54,Bachelor’s Degree,10,2675,8855,10.21,20.38,USA,33.64
Special educational needs teacher,Healthcare,Decreasing,Low,135506.74,PhD,10,8740,4519,62.91,52.6,India,58.7
Environmental consultant,Entertainment,Increasing,High,88831.98,Associate Degree,6,4233,1964,25.48,55.59,Germany,49.73
Haematologist,Finance,Increasing,Moderate,130715.48,Master’s Degree,5,6387,2955,49.83,52.03,USA,59.43
Government social research officer,Manufacturing,Decreasing,Low,89951.77,Bachelor’s Degree,0,2443,7776,98.34,25.83,Germany,75.28
"Surveyor, building control",Education,Increasing,Low,119583.39,Bachelor’s Degree,18,9474,8684,2.35,25.12,Canada,68.66
Public relations account executive,Retail,Decreasing,Moderate,41244.56,Bachelor’s Degree,6,9997,9781,60.55,49.56,UK,54.81
"Geneticist, molecular",Healthcare,Decreasing,Moderate,79528.87,Master’s Degree,7,5042,5444,9.48,95.25,Brazil,77.15
Chiropodist,Entertainment,Increasing,Low,99528.69,Associate Degree,14,3545,5080,1.29,87.05,India,52.32
"Surveyor, planning and development",IT,Increasing,High,115376.85,Associate Degree,17,2150,5370,60.6,89.98,India,63.13
Warden/ranger,Entertainment,Increasing,Moderate,47237.12,High School,10,2330,9451,15.3,35.39,Canada,54.45
"Production designer, theatre/television/film",Healthcare,Increasing,Moderate,44558.77,Associate Degree,7,5087,1864,98.63,72.99,Germany,66.8
Advertising copywriter,Healthcare,Decreasing,High,65675.79,Master’s Degree,9,9415,6610,61.91,4.35,Germany,27.17
Media planner,Education,Decreasing,High,146084.97,Master’s Degree,14,6272,5253,6.7,9.93,UK,57.74
"Psychotherapist, dance movement",Finance,Decreasing,Low,42858.48,PhD,20,4694,9061,17.1,52.09,Australia,46.52
Pathologist,Transportation,Decreasing,Moderate,80720.21,Bachelor’s Degree,9,6322,7969,89.91,61.65,USA,72.41
Tax adviser,IT,Increasing,Moderate,140920.27,Master’s Degree,2,8090,3124,28.3,87.11,Germany,27.83
Civil Service administrator,Education,Increasing,Moderate,46123.65,High School,17,8864,670,74.65,69.73,USA,59.31
"Therapist, art",Finance,Decreasing,Low,121853.3,Associate Degree,10,4176,1480,41.94,78.62,Germany,57.71
"Doctor, hospital",Healthcare,Increasing,Low,35462.37,Bachelor’s Degree,18,889,4880,46.33,83.75,Brazil,28.01
Animal technologist,IT,Decreasing,High,34435.16,PhD,12,2712,4890,12.38,81.17,Australia,45.8
Dealer,Finance,Decreasing,High,41532.94,Master’s Degree,17,8249,2627,13.66,40.65,Brazil,48.89
"Teacher, music",Healthcare,Increasing,Moderate,145431.79,PhD,17,8738,8357,78.66,98.14,Canada,37.95
Broadcast journalist,Healthcare,Decreasing,High,87999.14,Associate Degree,17,7462,3856,10.05,29.69,Canada,79.25
Forest/woodland manager,Transportation,Increasing,Moderate,70866.46,Master’s Degree,20,5927,9324,97.46,35.59,UK,26.62
"Programmer, applications",Entertainment,Decreasing,Low,113065.86,Associate Degree,9,9688,1278,64.02,93.34,USA,38.19
Ship broker,Transportation,Increasing,Low,32049.04,Bachelor’s Degree,7,9790,9608,4.6,76.97,UK,30.56
"Engineer, manufacturing systems",Entertainment,Increasing,High,70337.36,Master’s Degree,7,1591,6119,43.94,0.7,Australia,60.95
Bonds trader,Finance,Decreasing,Low,63497.53,PhD,12,2741,9930,59.81,47.11,Brazil,78.28
"Scientist, research (life sciences)",Manufacturing,Increasing,High,76306.12,Associate Degree,16,113,8872,10.34,20.18,China,72.82
Aid worker,Retail,Increasing,Moderate,88344.35,Bachelor’s Degree,16,1830,1752,57.44,37.1,China,33.18
Arboriculturist,Transportation,Decreasing,Low,81422.57,PhD,5,6825,433,77.14,41.8,Brazil,40.71
Ecologist,Education,Increasing,Low,91501.58,Associate Degree,17,7553,6982,74.04,69.75,Canada,43.33
Retail banker,Manufacturing,Increasing,Moderate,59083.18,PhD,16,8483,7441,37.88,96.08,Germany,37.39
Child psychotherapist,Finance,Increasing,High,147018.76,Associate Degree,13,7762,1276,47.07,20.66,Brazil,22.03
Furniture designer,Education,Decreasing,Moderate,47667.53,Associate Degree,20,2876,8904,97.0,88.0,Germany,68.76
"Teacher, early years/pre",Education,Decreasing,Low,96677.54,PhD,13,8264,1242,77.43,43.29,USA,30.74
Theme park manager,Education,Increasing,High,148375.19,PhD,8,6702,2519,70.2,69.81,USA,53.05
Contractor,Entertainment,Decreasing,High,131690.34,Bachelor’s Degree,10,6431,1507,84.73,78.02,Germany,71.96
"Accountant, chartered public finance",Finance,Increasing,High,90211.47,High School,15,6795,1477,27.81,47.49,Canada,55.04
Barrister's clerk,Education,Increasing,Moderate,112384.74,PhD,1,2713,5093,17.13,64.49,Germany,38.78
"Editor, commissioning",Retail,Decreasing,High,40856.2,Bachelor’s Degree,2,7714,846,61.33,99.18,India,65.05
Oceanographer,IT,Decreasing,Low,91539.43,Master’s Degree,19,9222,2554,53.94,25.15,Brazil,57.91
Marketing executive,Retail,Increasing,Moderate,111378.53,PhD,17,9446,332,14.42,17.23,USA,42.75
Ceramics designer,Entertainment,Increasing,High,83243.32,High School,5,8827,3372,37.64,43.59,UK,21.74
Regulatory affairs officer,Manufacturing,Increasing,High,50161.2,Bachelor’s Degree,0,7006,3113,96.33,48.95,India,32.15
Police officer,Education,Increasing,Moderate,74255.45,Bachelor’s Degree,17,7930,9278,53.15,2.06,India,58.17
"Production designer, theatre/television/film",Healthcare,Decreasing,Moderate,141328.34,High School,8,3280,9321,80.73,66.69,Australia,61.28
Community development worker,Healthcare,Increasing,Moderate,48459.4,Bachelor’s Degree,6,5018,6953,1.14,13.76,Germany,77.8
Multimedia specialist,Healthcare,Increasing,Moderate,83829.99,Master’s Degree,14,7999,7906,32.17,15.25,Canada,23.46
Web designer,Manufacturing,Decreasing,Low,60816.99,Master’s Degree,11,3592,8179,81.13,86.23,UK,43.43
Control and instrumentation engineer,Retail,Decreasing,Low,106607.08,PhD,8,5029,2443,98.11,32.49,Brazil,72.55
Museum/gallery exhibitions officer,Education,Decreasing,High,102480.73,High School,13,7421,6355,18.48,63.85,Canada,68.7
Nutritional therapist,Entertainment,Increasing,Low,134232.82,Bachelor’s Degree,2,836,9825,95.89,79.8,UK,79.73
Dietitian,Finance,Increasing,High,90661.59,PhD,18,5492,8604,7.86,15.42,UK,40.11
Magazine features editor,Retail,Decreasing,Low,91788.02,PhD,18,9992,2102,24.81,74.62,India,43.83
Animator,Healthcare,Increasing,Moderate,138241.7,Associate Degree,17,6988,3649,62.93,17.17,USA,70.37
Biomedical scientist,Transportation,Decreasing,High,48206.28,High School,18,1387,2611,88.14,28.91,Brazil,25.51
"Administrator, charities/voluntary organisations",Finance,Increasing,Low,55669.34,Associate Degree,3,286,8072,39.71,93.88,Australia,24.48
Management consultant,Transportation,Decreasing,High,126158.98,Master’s Degree,12,4079,9223,19.09,77.58,Germany,39.58
"Copywriter, advertising",Healthcare,Decreasing,High,84507.0,PhD,7,6515,773,19.35,6.05,China,20.18
Statistician,Healthcare,Decreasing,High,87419.03,Master’s Degree,9,1906,5543,9.76,90.13,Canada,23.34
Public librarian,Manufacturing,Increasing,Moderate,72165.1,Bachelor’s Degree,15,2354,1068,60.9,99.65,Australia,56.29
Theatre manager,IT,Increasing,Low,103287.6,Bachelor’s Degree,6,896,9068,34.28,61.26,Brazil,69.08
"Engineer, manufacturing systems",Finance,Decreasing,Low,109826.26,Associate Degree,1,1531,3881,31.29,27.01,India,32.46
"Designer, television/film set",Retail,Increasing,Moderate,147618.81,PhD,2,8843,9941,11.96,74.71,USA,55.55
Retail manager,IT,Increasing,High,59845.11,Master’s Degree,8,9820,6762,81.14,58.37,Brazil,21.97
Hotel manager,Education,Increasing,High,94952.38,PhD,1,2230,4063,8.84,2.02,Canada,48.46
Outdoor activities/education manager,Manufacturing,Increasing,Moderate,89208.43,Bachelor’s Degree,6,4025,9093,60.0,95.05,Brazil,30.74
Jewellery designer,Healthcare,Decreasing,Low,55392.49,Bachelor’s Degree,7,2757,714,39.37,13.94,UK,51.1
Chiropodist,IT,Decreasing,Low,124264.99,Bachelor’s Degree,14,8948,6459,60.62,88.83,UK,52.49
"Pilot, airline",Manufacturing,Increasing,High,94874.65,Master’s Degree,6,4343,454,99.44,96.3,Germany,54.68
Teaching laboratory technician,Finance,Increasing,Moderate,82179.56,Associate Degree,19,6585,8354,93.99,49.43,Australia,51.6
Financial adviser,IT,Decreasing,Low,109293.79,Bachelor’s Degree,6,9797,3199,15.61,94.03,Australia,33.81
Marine scientist,Manufacturing,Increasing,Low,72811.85,Bachelor’s Degree,10,6357,3655,31.58,61.66,UK,21.4
Tax adviser,Manufacturing,Increasing,High,133204.62,Associate Degree,5,4058,3290,51.43,9.91,Germany,72.51
Broadcast journalist,Healthcare,Increasing,High,69953.64,Master’s Degree,2,4727,1298,49.9,56.02,Germany,48.14
Industrial buyer,Healthcare,Increasing,High,117991.88,Master’s Degree,11,1794,3746,66.04,41.99,USA,45.91
Tourist information centre manager,Education,Decreasing,Moderate,83238.33,Bachelor’s Degree,6,7278,5387,36.64,90.35,UK,28.53
Architect,Manufacturing,Decreasing,High,99262.52,Master’s Degree,3,2932,6698,46.42,56.64,Canada,73.48
Electronics engineer,Healthcare,Decreasing,Low,134300.53,Associate Degree,3,3039,7547,56.46,89.54,USA,34.87
"Chemist, analytical",Finance,Decreasing,High,54964.83,Bachelor’s Degree,5,2055,6968,54.78,45.46,UK,28.11
"Radiographer, diagnostic",Manufacturing,Increasing,High,121662.12,Associate Degree,10,8796,1417,48.99,16.08,UK,63.27
Personal assistant,IT,Increasing,Low,115055.11,Associate Degree,12,5234,754,9.97,82.41,Canada,52.08
Customer service manager,Manufacturing,Decreasing,Moderate,50889.1,High School,18,437,6179,46.47,96.64,UK,56.83
Media buyer,Transportation,Increasing,Moderate,142975.99,PhD,16,2729,9483,33.78,4.74,Brazil,58.71
Amenity horticulturist,Manufacturing,Increasing,Low,90157.33,High School,20,8588,4527,98.85,56.14,USA,76.46
"Designer, multimedia",Healthcare,Decreasing,Low,132453.86,Associate Degree,3,2793,1462,60.09,42.64,China,23.73
Corporate investment banker,Education,Increasing,High,53922.76,Bachelor’s Degree,11,1587,1084,82.17,58.0,China,63.67
"Psychotherapist, child",IT,Decreasing,Low,148968.74,High School,11,5900,1767,61.02,2.41,Canada,51.82
Veterinary surgeon,IT,Increasing,High,43686.98,Bachelor’s Degree,10,7500,3295,12.81,92.9,India,72.08
Recruitment consultant,Retail,Increasing,High,107062.87,Bachelor’s Degree,17,3768,6923,51.53,20.69,UK,23.42
"Programmer, multimedia",Retail,Decreasing,High,140140.57,High School,0,1670,3932,38.25,82.27,Brazil,54.61
Television camera operator,Education,Decreasing,Low,128372.98,Associate Degree,20,9915,4149,71.12,91.88,Canada,67.34
Chief Financial Officer,Retail,Increasing,Low,35958.85,High School,6,5614,7470,90.01,97.91,USA,50.79
Osteopath,Entertainment,Increasing,Moderate,87134.25,High School,2,193,5535,9.78,57.94,Australia,62.24
"Administrator, sports",Education,Increasing,Moderate,121186.4,High School,3,9977,6863,44.86,62.26,Brazil,66.35
Building surveyor,IT,Decreasing,High,31495.62,Associate Degree,12,4899,7582,98.83,46.89,UK,47.01
Arts development officer,Manufacturing,Increasing,Low,101515.32,High School,0,3811,7489,84.91,56.58,India,42.92
"Development worker, international aid",Healthcare,Increasing,Moderate,82551.92,High School,20,1506,4959,24.65,51.52,USA,61.2
"Geologist, wellsite",Education,Decreasing,High,128154.89,PhD,6,2762,9354,36.68,62.49,USA,51.71
Public affairs consultant,Education,Increasing,Moderate,72727.54,Bachelor’s Degree,14,2105,2500,4.74,2.83,India,35.85
Environmental consultant,Finance,Increasing,Moderate,43045.4,PhD,6,9319,5481,94.54,64.39,Australia,47.82
Medical physicist,Transportation,Decreasing,High,133785.02,High School,19,1114,9075,6.64,68.1,Germany,45.71
International aid/development worker,Healthcare,Increasing,Low,116915.63,High School,8,2149,6491,21.98,78.88,India,40.5
Software engineer,Retail,Increasing,Low,142012.17,Bachelor’s Degree,6,4808,1264,66.85,31.65,China,45.15
Patent attorney,Retail,Decreasing,High,48941.26,Bachelor’s Degree,3,5171,2468,16.29,73.33,UK,64.43
Sports coach,Finance,Decreasing,Moderate,131942.39,Master’s Degree,10,5893,9650,75.67,86.94,Australia,67.55
Archaeologist,Finance,Increasing,High,125641.56,High School,17,3177,2815,14.44,81.04,Germany,24.55
"Scientist, product/process development",IT,Decreasing,Moderate,142358.6,Associate Degree,6,8690,3193,86.32,29.28,Australia,76.95
"Psychologist, occupational",Healthcare,Increasing,Low,148011.53,Master’s Degree,4,1016,6570,30.16,56.51,USA,28.86
Sports coach,IT,Decreasing,High,42946.29,PhD,10,6679,9293,4.8,96.11,Australia,77.41
Consulting civil engineer,Retail,Increasing,Low,50512.75,Master’s Degree,1,7927,2619,52.0,53.3,India,61.6
Speech and language therapist,Manufacturing,Increasing,Low,117781.46,Master’s Degree,7,1139,7987,30.62,20.79,UK,30.05
Diagnostic radiographer,Entertainment,Decreasing,Moderate,123102.68,PhD,19,3172,2586,70.69,39.8,China,73.5
"Surveyor, commercial/residential",Manufacturing,Decreasing,Low,115076.83,Bachelor’s Degree,17,8418,5998,36.47,15.86,China,25.66
Curator,Entertainment,Decreasing,Moderate,139087.78,High School,17,4736,5321,29.66,82.63,Australia,48.14
Physiological scientist,Manufacturing,Increasing,Low,128457.89,PhD,17,7168,7327,68.95,4.36,Brazil,60.33
Brewing technologist,Manufacturing,Increasing,Moderate,110899.02,Associate Degree,2,9012,4385,25.79,23.89,India,59.88
Advertising copywriter,Transportation,Increasing,Moderate,64699.42,High School,13,5156,5951,17.99,7.93,UK,60.55
Academic librarian,Healthcare,Increasing,Low,64746.14,Master’s Degree,8,6517,6296,88.83,70.8,India,35.01
Chartered management accountant,Finance,Decreasing,High,141694.68,PhD,19,7286,7333,96.66,47.03,Brazil,68.82
Therapeutic radiographer,IT,Decreasing,High,39784.38,PhD,9,8212,7841,74.42,74.7,Australia,29.92
Physiological scientist,IT,Decreasing,Low,127751.3,High School,7,5247,1789,88.77,69.86,Canada,22.68
Secretary/administrator,Healthcare,Decreasing,High,108787.86,Associate Degree,4,8672,6840,30.84,52.58,USA,24.78
Special educational needs teacher,Transportation,Decreasing,Moderate,130900.36,Master’s Degree,8,7209,2057,43.54,75.91,India,52.55
"Therapist, music",Education,Increasing,High,145270.63,PhD,19,7788,5276,27.65,86.96,UK,74.66
Artist,Retail,Decreasing,High,32004.29,Associate Degree,14,2439,1221,2.84,87.02,Australia,79.85
IT sales professional,Finance,Decreasing,Low,49009.92,Associate Degree,9,1511,9172,77.8,89.66,Brazil,64.81
"Production assistant, television",Transportation,Increasing,Low,140723.41,High School,18,3139,7009,47.63,73.44,China,76.64
Actor,Retail,Increasing,Low,43014.71,PhD,8,5249,5592,81.1,16.28,USA,69.06
Drilling engineer,Manufacturing,Increasing,High,56571.85,Master’s Degree,10,1564,2402,89.29,90.01,India,63.64
Multimedia programmer,Education,Increasing,High,128060.25,PhD,20,1393,5256,6.19,5.99,Brazil,45.49
"Surveyor, commercial/residential",Entertainment,Decreasing,Moderate,98984.64,PhD,20,872,1345,62.92,62.45,Australia,30.9
Charity fundraiser,Manufacturing,Decreasing,Low,115063.75,Bachelor’s Degree,5,6672,2375,36.83,46.09,USA,28.98
"Conservator, museum/gallery",Retail,Increasing,Low,33919.04,Master’s Degree,0,2696,2436,11.38,50.69,India,54.09
Industrial buyer,Retail,Increasing,High,84484.82,Master’s Degree,7,6641,8706,38.47,87.29,Germany,79.4
"Secretary, company",Manufacturing,Decreasing,High,91743.66,Bachelor’s Degree,16,8810,6064,78.68,77.53,Canada,49.22
Product designer,Retail,Increasing,High,108730.95,Bachelor’s Degree,5,4057,8745,36.47,93.86,Germany,58.2
Lawyer,Finance,Decreasing,Moderate,44668.71,High School,11,4236,6055,58.66,8.46,India,33.07
"Psychologist, prison and probation services",IT,Increasing,Moderate,146482.77,Bachelor’s Degree,5,9470,136,76.54,86.86,Australia,74.21
"Surveyor, hydrographic",Manufacturing,Increasing,High,104873.12,PhD,0,2883,5508,22.66,40.69,Australia,57.07
Secretary/administrator,Manufacturing,Decreasing,Moderate,54472.33,Master’s Degree,13,5270,9424,70.07,18.35,Brazil,57.6
Town planner,IT,Decreasing,High,141792.0,Bachelor’s Degree,5,2989,2714,38.84,36.1,Canada,78.83
Teaching laboratory technician,Healthcare,Increasing,High,148453.27,High School,3,2368,5218,73.71,67.62,UK,44.72
"Psychotherapist, child",Entertainment,Increasing,Moderate,136542.88,Master’s Degree,5,5446,3046,63.69,48.61,Brazil,34.34
Transport planner,Transportation,Increasing,High,94619.03,Associate Degree,1,8940,8673,79.12,21.66,China,50.55
Research scientist (physical sciences),Education,Decreasing,Low,34768.76,Associate Degree,3,2511,1653,27.68,34.8,USA,27.76
"Horticulturist, amenity",Education,Increasing,Low,100996.06,PhD,3,1955,5907,56.72,23.88,Australia,72.51
Production engineer,Retail,Increasing,Low,86990.1,High School,10,2998,1686,13.45,25.12,India,77.32
Market researcher,Transportation,Decreasing,Moderate,137616.56,PhD,11,8200,5573,2.49,14.65,China,36.02
Senior tax professional/tax inspector,Healthcare,Increasing,Low,79427.84,Master’s Degree,7,2967,8255,84.05,49.26,USA,77.28
Company secretary,IT,Increasing,Moderate,63945.93,High School,5,2530,1468,86.0,81.3,UK,27.2
Social worker,Transportation,Decreasing,Low,75120.33,Bachelor’s Degree,19,8849,9261,71.52,42.56,Brazil,31.24
Fast food restaurant manager,Transportation,Decreasing,High,93443.47,High School,0,5777,9842,34.75,5.44,UK,45.3
Tax inspector,Healthcare,Decreasing,Moderate,47533.52,High School,4,7187,3766,3.46,36.69,India,72.48
Careers adviser,Manufacturing,Decreasing,Moderate,62877.21,Master’s Degree,14,7394,1902,22.86,15.59,Australia,55.63
"Surveyor, quantity",Transportation,Decreasing,Moderate,130401.0,Bachelor’s Degree,2,4793,3295,6.47,1.61,Canada,27.31
"Designer, industrial/product",Retail,Decreasing,Moderate,62703.13,High School,19,6876,6244,37.65,98.1,Germany,33.64
Leisure centre manager,Entertainment,Increasing,Moderate,142493.37,Master’s Degree,6,9815,5745,70.18,47.77,Australia,27.27
Dispensing optician,Finance,Increasing,Moderate,63239.61,High School,19,9547,2448,69.76,63.75,USA,41.49
Armed forces logistics/support/administrative officer,Healthcare,Decreasing,Moderate,68758.79,Bachelor’s Degree,14,6452,9137,97.44,62.31,USA,49.25
Ecologist,Healthcare,Increasing,Low,137741.07,Associate Degree,20,2239,729,27.35,46.19,China,61.29
Drilling engineer,Manufacturing,Increasing,High,35615.44,Associate Degree,7,5647,7391,85.39,80.95,Germany,73.29
Barrister's clerk,Entertainment,Decreasing,Moderate,72833.24,Bachelor’s Degree,8,3509,5905,93.16,82.5,USA,55.16
Chartered public finance accountant,IT,Increasing,Moderate,33027.14,High School,11,912,2412,33.46,72.09,India,77.12
"Designer, furniture",Retail,Increasing,Moderate,79197.81,Associate Degree,3,5361,5601,86.61,88.1,Germany,52.12
Jewellery designer,Finance,Decreasing,Low,42368.82,Bachelor’s Degree,10,285,7528,54.29,31.75,Brazil,55.67
Nature conservation officer,Retail,Decreasing,High,33522.65,Associate Degree,6,8754,9284,60.93,16.04,Canada,48.23
Technical sales engineer,Transportation,Increasing,Moderate,83994.06,High School,15,7818,7593,47.71,31.02,USA,62.27
Nutritional therapist,Finance,Increasing,Moderate,47972.53,PhD,18,9148,5678,66.35,16.28,China,43.38
Insurance underwriter,IT,Increasing,High,135644.95,PhD,14,9724,3798,50.41,15.37,UK,39.44
Pensions consultant,Education,Decreasing,High,138551.87,Master’s Degree,10,6493,133,68.92,3.37,USA,66.33
Occupational therapist,Entertainment,Increasing,High,79013.87,PhD,18,1632,2019,87.25,53.56,USA,47.36
Publishing copy,Manufacturing,Decreasing,Moderate,36343.04,High School,7,2466,3763,63.88,7.12,USA,72.94
Theatre stage manager,Finance,Increasing,Moderate,138669.8,Bachelor’s Degree,13,5738,6415,55.99,49.98,Canada,30.07
Printmaker,Manufacturing,Decreasing,Low,93262.42,High School,14,5688,5873,48.36,92.19,USA,75.39
Physiotherapist,Manufacturing,Decreasing,Moderate,79356.83,Associate Degree,8,1793,2458,20.03,22.65,China,35.53
"Engineer, building services",Healthcare,Increasing,Moderate,145286.07,Bachelor’s Degree,0,1359,8664,12.08,25.19,India,57.63
Occupational psychologist,Entertainment,Increasing,Moderate,109295.1,Bachelor’s Degree,1,804,6409,95.93,78.99,USA,77.83
Osteopath,Manufacturing,Increasing,Low,33270.87,Bachelor’s Degree,7,2700,306,0.53,64.61,Australia,57.46
"Investment banker, operational",IT,Increasing,Low,32901.13,Bachelor’s Degree,20,6304,6333,23.04,36.32,India,57.46
Brewing technologist,Retail,Decreasing,Moderate,69839.6,Associate Degree,20,5582,6226,14.39,7.25,Brazil,39.89
Furniture conservator/restorer,Retail,Increasing,High,118172.26,PhD,15,5792,3188,87.68,87.1,UK,70.89
Exhibition designer,IT,Decreasing,High,106358.01,High School,16,7438,820,40.9,70.07,Canada,29.39
Tree surgeon,Education,Decreasing,High,72915.88,PhD,14,7920,7039,62.39,64.09,Brazil,77.09
Chartered loss adjuster,Transportation,Increasing,High,112440.11,PhD,13,4527,8666,42.15,99.79,China,22.11
Furniture designer,Entertainment,Decreasing,Low,90611.36,Master’s Degree,5,6463,6684,65.15,35.22,Brazil,47.59
Catering manager,Manufacturing,Decreasing,Moderate,60772.91,High School,16,6739,3858,86.51,62.73,Germany,22.55
"Scientist, product/process development",Retail,Decreasing,Moderate,36092.26,High School,16,5033,3846,56.63,7.99,India,64.35
Intelligence analyst,Entertainment,Decreasing,Low,94128.51,High School,15,7747,884,76.94,15.25,Australia,64.49
"Producer, television/film/video",IT,Increasing,Moderate,112071.47,PhD,15,4527,6890,24.55,84.2,UK,54.93
"Psychologist, sport and exercise",Manufacturing,Increasing,High,132208.26,PhD,8,4444,5190,55.29,27.85,Germany,27.49
"Therapist, occupational",Education,Decreasing,Low,93028.27,Master’s Degree,16,4722,8445,4.03,69.45,USA,33.56
Theatre manager,Entertainment,Increasing,High,70818.17,Bachelor’s Degree,8,769,9790,68.83,70.02,Canada,27.27
Housing manager/officer,Transportation,Decreasing,Moderate,76229.43,PhD,5,690,4910,44.19,27.47,Australia,57.61
Museum/gallery exhibitions officer,Finance,Decreasing,Moderate,50971.64,Master’s Degree,18,1227,3854,72.49,52.32,Germany,41.5
Wellsite geologist,Transportation,Decreasing,Low,79494.35,High School,5,9394,8473,14.86,63.88,India,33.4
Advertising art director,Education,Decreasing,High,135750.33,Associate Degree,16,3165,7923,49.68,98.21,India,34.82
"Engineer, biomedical",Finance,Increasing,Low,133516.33,Associate Degree,6,9105,1959,98.17,96.07,Australia,24.22
Intelligence analyst,IT,Increasing,Low,84815.84,Master’s Degree,16,2329,3743,60.24,39.84,UK,45.41
Editorial assistant,Education,Increasing,Low,49647.64,High School,6,8806,8864,10.48,5.65,Germany,60.37
Financial adviser,Healthcare,Increasing,Moderate,89897.1,Master’s Degree,0,3486,5988,90.06,34.01,China,52.36
Futures trader,Retail,Increasing,Moderate,65856.58,Master’s Degree,9,3002,6513,70.06,79.74,Germany,77.12
Media buyer,Finance,Increasing,Moderate,39296.18,PhD,10,770,9678,73.52,2.55,Australia,21.76
Sport and exercise psychologist,Entertainment,Decreasing,High,50839.91,PhD,16,3479,5093,50.37,91.99,China,42.21
Furniture conservator/restorer,Education,Increasing,High,119126.31,PhD,15,5570,1689,89.18,71.95,Brazil,27.7
Hospital doctor,IT,Decreasing,Low,94141.57,Master’s Degree,17,5453,5633,47.77,9.1,Brazil,60.83
Cabin crew,Manufacturing,Decreasing,High,109341.92,Master’s Degree,4,9067,9029,68.01,98.63,Australia,45.78
"Pharmacist, hospital",Finance,Decreasing,Low,68068.38,High School,5,7206,3445,34.96,17.71,Germany,53.91
Equities trader,Retail,Decreasing,Low,91062.92,Master’s Degree,9,3357,712,87.2,56.19,India,47.38
"Journalist, broadcasting",Retail,Decreasing,High,60287.13,Bachelor’s Degree,4,9842,9978,41.34,7.49,Brazil,79.6
"Therapist, occupational",Retail,Decreasing,Low,139685.93,High School,7,4078,9949,98.45,52.07,Australia,52.98
Education administrator,Healthcare,Increasing,High,95716.82,High School,20,1513,7669,1.55,2.55,UK,21.63
Therapeutic radiographer,Manufacturing,Decreasing,High,143293.99,PhD,11,4971,6096,73.42,96.93,Germany,40.89
Leisure centre manager,IT,Increasing,High,46344.36,Master’s Degree,15,2060,8416,32.94,36.65,USA,37.51
Medical physicist,Manufacturing,Decreasing,Low,43965.32,Master’s Degree,19,2436,8242,86.63,48.9,Australia,34.05
Industrial buyer,IT,Decreasing,Moderate,94460.18,High School,5,2339,6100,71.52,7.55,Australia,55.79
Tax inspector,Transportation,Decreasing,High,37476.41,High School,18,5841,6270,86.73,32.22,UK,61.97
Sports administrator,Healthcare,Decreasing,Low,103986.05,Bachelor’s Degree,18,1369,3029,39.95,80.95,China,37.04
Printmaker,Entertainment,Increasing,Moderate,81043.33,Bachelor’s Degree,7,7256,3088,61.51,90.88,China,65.92
Retail merchandiser,Manufacturing,Decreasing,High,133084.36,Master’s Degree,18,2124,8871,1.33,63.79,India,78.69
Operations geologist,Manufacturing,Increasing,Moderate,71056.64,Associate Degree,4,5669,319,90.13,31.18,Canada,74.65
Company secretary,Healthcare,Increasing,High,55959.08,PhD,13,8789,2131,61.28,39.98,UK,72.12
Catering manager,Manufacturing,Increasing,Moderate,53964.73,Associate Degree,19,3747,8375,8.6,94.54,China,39.0
"Exhibitions officer, museum/gallery",Entertainment,Decreasing,Low,91991.17,Bachelor’s Degree,15,9572,8740,20.62,40.36,Australia,59.69
Careers information officer,Finance,Increasing,Moderate,99513.58,Associate Degree,5,7737,5827,94.24,22.21,Germany,47.32
Armed forces technical officer,Healthcare,Decreasing,Low,42988.88,Bachelor’s Degree,19,616,364,46.11,91.11,Canada,28.99
Community education officer,Healthcare,Increasing,Moderate,106351.93,Master’s Degree,1,8944,1543,87.66,36.77,Canada,56.11
"Civil engineer, contracting",Entertainment,Decreasing,Low,148947.02,Associate Degree,7,8294,1156,5.36,32.87,Australia,35.03
Trade mark attorney,Finance,Decreasing,Moderate,66659.28,Master’s Degree,13,8569,6356,40.07,66.53,Canada,29.79
Secondary school teacher,Entertainment,Increasing,Low,93266.25,Bachelor’s Degree,12,9152,2187,83.17,2.2,China,78.53
Museum/gallery curator,Finance,Increasing,High,45269.72,Master’s Degree,11,3919,7507,16.58,87.34,India,29.64
Museum/gallery exhibitions officer,Retail,Increasing,Moderate,80725.0,Associate Degree,15,5040,420,22.24,31.64,Canada,25.07
Primary school teacher,IT,Decreasing,High,53944.57,Master’s Degree,20,8254,1174,21.21,22.07,India,26.42
Publishing rights manager,Transportation,Decreasing,Low,86588.41,Associate Degree,8,1734,5239,55.97,71.97,UK,48.43
Advertising account planner,Transportation,Increasing,Moderate,89980.94,Bachelor’s Degree,8,2991,1292,7.41,95.37,Australia,66.9
Environmental health practitioner,Transportation,Decreasing,High,148964.34,Master’s Degree,10,557,5358,66.76,4.0,Australia,21.8
Chiropractor,IT,Decreasing,Moderate,89910.65,Associate Degree,19,7151,6672,29.53,10.34,India,35.52
English as a foreign language teacher,Healthcare,Increasing,Moderate,38114.59,Master’s Degree,10,2168,3736,98.49,5.59,Canada,32.72
Retail banker,IT,Decreasing,Low,87931.76,PhD,13,5396,7691,68.45,50.29,Australia,58.33
Personnel officer,Transportation,Decreasing,Low,137036.15,Master’s Degree,13,123,6049,88.82,20.76,UK,67.06
Claims inspector/assessor,Finance,Decreasing,Moderate,122610.07,Master’s Degree,20,560,3009,31.91,26.99,Brazil,44.11
Warehouse manager,Healthcare,Decreasing,Low,73272.3,High School,5,7845,7581,79.95,83.91,Australia,36.78
"Journalist, magazine",Education,Decreasing,Moderate,108773.0,PhD,14,8313,9392,35.13,41.89,UK,53.5
Insurance underwriter,Transportation,Decreasing,Moderate,36317.19,PhD,15,9870,6157,90.37,42.98,Australia,28.52
"Conservator, furniture",Education,Decreasing,Low,79131.21,Bachelor’s Degree,20,8150,6820,30.8,41.16,India,34.06
"Engineer, communications",IT,Increasing,Moderate,102166.41,PhD,16,8790,9256,34.25,43.5,USA,60.64
Medical laboratory scientific officer,Healthcare,Increasing,Moderate,66516.58,Associate Degree,12,1033,9039,31.32,10.39,Australia,27.72
"Designer, ceramics/pottery",Retail,Decreasing,High,109765.83,PhD,20,2854,6618,83.41,44.91,Germany,76.78
Lawyer,Education,Increasing,High,38516.74,Associate Degree,15,5887,1109,11.26,88.52,Canada,35.8
"Sound technician, broadcasting/film/video",Entertainment,Increasing,High,59191.82,Master’s Degree,4,4988,2960,21.35,49.53,UK,36.67
Volunteer coordinator,Healthcare,Decreasing,High,41831.1,PhD,1,6169,926,69.93,77.6,UK,31.32
Environmental education officer,IT,Decreasing,High,101532.88,Bachelor’s Degree,16,3206,6208,0.16,70.19,Australia,33.8
Academic librarian,Healthcare,Increasing,High,148215.17,Master’s Degree,2,5164,6911,30.51,77.24,UK,77.12
Proofreader,Manufacturing,Increasing,Low,37635.57,Bachelor’s Degree,20,4031,5641,37.8,81.72,UK,75.57
"Embryologist, clinical",Education,Increasing,Moderate,43780.62,Associate Degree,7,9732,4342,99.84,4.27,USA,44.45
"Psychologist, occupational",Transportation,Decreasing,High,107691.3,Master’s Degree,1,2941,5279,37.54,64.44,UK,25.03
Information officer,Manufacturing,Decreasing,High,109297.28,PhD,18,8376,7328,98.18,84.73,UK,77.47
Acupuncturist,Healthcare,Decreasing,High,59324.16,Master’s Degree,3,3957,238,28.01,85.74,Brazil,22.11
Nutritional therapist,Education,Decreasing,Moderate,113729.71,High School,18,5330,4749,33.97,53.94,China,69.01
Translator,Retail,Decreasing,Low,117921.76,Associate Degree,9,5568,8391,69.8,48.49,China,56.09
"Civil engineer, consulting",Manufacturing,Increasing,Moderate,89627.29,PhD,17,7559,7363,68.42,21.29,Canada,60.64
Commercial/residential surveyor,Healthcare,Increasing,Low,109743.22,Associate Degree,10,4890,9464,95.06,36.35,UK,41.38
Insurance risk surveyor,Retail,Decreasing,High,99235.59,Associate Degree,8,8009,3189,43.41,5.07,China,32.17
Data scientist,Education,Increasing,Low,60988.72,PhD,20,5731,4171,75.86,68.46,Canada,39.42
Statistician,Finance,Decreasing,Low,120772.79,Master’s Degree,7,4505,7140,17.33,2.14,UK,46.44
Diplomatic Services operational officer,Finance,Decreasing,Low,78186.14,PhD,6,5544,2431,96.35,38.05,USA,23.44
Chartered certified accountant,Education,Increasing,High,145560.8,PhD,17,2031,3423,28.87,14.39,Canada,76.23
Health and safety inspector,IT,Decreasing,Low,59332.04,Bachelor’s Degree,18,3697,8555,56.64,75.22,UK,39.27
Herpetologist,Transportation,Decreasing,High,136905.56,High School,1,9571,8360,84.21,25.42,Germany,20.94
Armed forces technical officer,Healthcare,Increasing,Moderate,122061.57,High School,7,4096,7727,54.32,71.17,Brazil,41.88
Herpetologist,Retail,Decreasing,Low,86818.09,Bachelor’s Degree,11,5814,907,29.4,72.02,Germany,61.67
Software engineer,IT,Increasing,High,42947.11,High School,19,7759,5153,25.93,57.79,India,54.51
Police officer,IT,Increasing,High,113276.99,Master’s Degree,1,8948,1725,70.87,3.76,Brazil,32.3
Contractor,IT,Increasing,High,99179.01,PhD,1,8942,5444,65.63,83.69,Canada,46.75
Lobbyist,Education,Decreasing,Moderate,51785.43,Bachelor’s Degree,9,5949,1875,11.49,72.62,Australia,70.14
"Designer, fashion/clothing",Entertainment,Increasing,Moderate,95610.1,Associate Degree,12,3386,9216,14.03,53.17,China,43.45
"Engineer, petroleum",Manufacturing,Decreasing,Moderate,56922.89,Master’s Degree,10,5021,1729,11.38,76.64,India,29.67
Product/process development scientist,Transportation,Decreasing,Low,51198.0,PhD,4,9906,5337,2.99,44.41,Brazil,30.92
Clothing/textile technologist,IT,Decreasing,Moderate,63292.79,High School,1,7852,9175,41.68,96.43,Canada,77.04
Dispensing optician,Transportation,Decreasing,Low,48887.39,Bachelor’s Degree,13,1154,3553,19.54,50.07,USA,47.64
Chartered accountant,Education,Increasing,High,90060.55,Bachelor’s Degree,11,1504,6425,24.3,43.53,China,24.71
Trade mark attorney,Manufacturing,Decreasing,Moderate,109810.16,Master’s Degree,11,4826,9215,7.88,50.05,Germany,67.21
Camera operator,Manufacturing,Decreasing,High,140624.99,PhD,19,3665,6461,77.19,77.35,Germany,56.34
Homeopath,IT,Decreasing,High,68026.43,Bachelor’s Degree,12,2512,8523,89.18,59.45,Australia,21.89
"Administrator, sports",Manufacturing,Decreasing,Low,135506.42,Bachelor’s Degree,3,8691,1210,86.7,4.24,Brazil,55.34
"Psychologist, clinical",Healthcare,Increasing,High,144895.79,PhD,13,7364,4408,49.61,92.45,Australia,23.71
"Teacher, English as a foreign language",Healthcare,Increasing,Low,97438.11,Master’s Degree,0,4589,9876,94.33,39.3,UK,34.09
Engineering geologist,Retail,Decreasing,Moderate,103822.84,Master’s Degree,11,6570,9577,30.32,55.24,India,50.98
Historic buildings inspector/conservation officer,Entertainment,Decreasing,Low,47471.11,Bachelor’s Degree,10,1553,1811,37.03,60.28,UK,29.65
Regulatory affairs officer,Education,Decreasing,Moderate,31276.98,PhD,8,1460,7081,28.34,95.48,China,64.98
Learning disability nurse,Retail,Decreasing,Moderate,100178.78,Bachelor’s Degree,10,5488,1425,93.05,87.22,UK,52.45
Arts development officer,Finance,Increasing,Low,132775.88,High School,19,1322,4384,55.06,87.62,Brazil,25.26
Warden/ranger,Retail,Increasing,High,129992.55,High School,0,7132,2431,40.91,36.36,Germany,26.31
Training and development officer,IT,Increasing,High,104264.14,Bachelor’s Degree,3,1865,3029,7.29,25.88,China,20.27
Marketing executive,Entertainment,Increasing,High,71056.92,Bachelor’s Degree,7,5190,9404,36.43,0.27,Germany,61.97
"Engineer, site",Retail,Decreasing,Moderate,37406.69,PhD,6,4316,3741,8.52,40.67,Australia,47.31
Press sub,Entertainment,Decreasing,High,144478.09,Master’s Degree,20,6646,6774,31.55,87.05,Canada,79.87
Automotive engineer,Entertainment,Decreasing,High,47896.32,Associate Degree,4,1113,1074,18.94,45.47,Brazil,73.86
"Engineer, energy",Manufacturing,Increasing,High,97010.12,Master’s Degree,16,5898,7950,66.82,6.57,USA,71.83
Administrator,Finance,Decreasing,Moderate,98194.64,PhD,9,3278,9876,26.32,57.71,India,28.58
Warehouse manager,Entertainment,Decreasing,Moderate,64531.95,Bachelor’s Degree,10,6555,9037,28.61,91.84,Germany,43.75
"Teacher, primary school",Entertainment,Decreasing,Moderate,81533.21,Associate Degree,15,4103,1968,10.49,98.66,Australia,47.39
Forensic scientist,Entertainment,Decreasing,Low,62838.07,Bachelor’s Degree,10,931,4490,45.53,73.7,Canada,59.48
Physiological scientist,Retail,Decreasing,Moderate,49835.58,Associate Degree,4,1580,3672,34.19,30.72,Australia,58.6
Applications developer,Transportation,Decreasing,Moderate,70480.74,Associate Degree,8,5136,7226,56.6,2.45,Australia,57.33
Geoscientist,Entertainment,Decreasing,Low,32614.21,Bachelor’s Degree,20,2976,2628,18.97,25.09,Canada,20.85
Theme park manager,Healthcare,Decreasing,High,50028.96,Bachelor’s Degree,0,7390,4413,89.2,20.97,UK,72.77
"Conservator, museum/gallery",Retail,Decreasing,Low,98592.11,Master’s Degree,1,1492,9509,48.24,38.72,Australia,69.33
Accounting technician,Manufacturing,Decreasing,High,50612.03,Master’s Degree,0,9942,963,95.2,4.07,Australia,66.57
Newspaper journalist,Entertainment,Decreasing,Moderate,89587.61,Associate Degree,9,5437,9918,18.54,13.83,UK,55.84
Minerals surveyor,Healthcare,Increasing,Low,61330.71,Associate Degree,14,7883,5246,34.54,86.53,USA,72.44
Building surveyor,Education,Increasing,Moderate,55382.09,PhD,2,6678,7536,15.39,9.63,USA,49.3
"Buyer, retail",Education,Decreasing,High,90957.18,Bachelor’s Degree,18,3351,5386,38.18,98.41,Australia,40.91
"Teacher, primary school",IT,Decreasing,Moderate,99420.16,PhD,1,5496,1045,44.94,35.77,UK,71.37
Police officer,Manufacturing,Decreasing,High,85449.3,Master’s Degree,19,6102,2744,79.33,9.42,Brazil,52.6
Actuary,Entertainment,Decreasing,Low,79926.03,High School,4,3238,4633,79.89,48.44,Australia,37.22
Television floor manager,Retail,Decreasing,Moderate,95551.18,High School,17,4598,8370,9.89,38.57,Australia,72.9
Environmental manager,Entertainment,Increasing,Low,69279.75,PhD,9,4244,1284,3.23,4.38,Canada,43.28
Tax inspector,Transportation,Decreasing,Moderate,146134.6,Associate Degree,18,8679,1215,37.15,78.44,USA,42.34
Technical author,Transportation,Decreasing,High,95499.57,Bachelor’s Degree,6,6681,9731,85.84,74.73,USA,67.03
"Optician, dispensing",Manufacturing,Decreasing,Moderate,127616.62,Master’s Degree,12,3820,6629,41.35,40.32,Australia,24.56
Adult nurse,Education,Decreasing,Moderate,119195.08,PhD,12,2226,9922,64.28,74.48,Canada,61.79
Dispensing optician,Healthcare,Decreasing,Moderate,69248.76,Master’s Degree,19,8082,3493,82.49,17.27,Canada,79.38
"Nurse, children's",Entertainment,Decreasing,Low,115289.38,Master’s Degree,13,2131,3364,50.9,70.6,Brazil,63.6
Physiological scientist,Education,Decreasing,Moderate,52534.75,Bachelor’s Degree,14,2306,8032,86.01,44.31,Germany,37.83
Publishing copy,Retail,Decreasing,Moderate,63410.52,PhD,9,4828,5002,1.98,81.13,UK,45.51
"Nurse, children's",Retail,Decreasing,Moderate,111343.18,Associate Degree,8,4658,282,74.28,82.45,China,74.21
IT technical support officer,Finance,Decreasing,High,142147.4,Bachelor’s Degree,4,6846,3055,7.66,84.41,Germany,41.58
"Horticulturist, amenity",Transportation,Increasing,High,130894.11,Master’s Degree,0,6732,7170,32.77,52.28,Brazil,54.48
"Conservation officer, nature",Manufacturing,Decreasing,High,117172.82,High School,0,3711,5575,3.13,15.16,USA,77.9
"Programmer, systems",Retail,Increasing,Low,100417.95,PhD,19,9152,8555,39.62,64.29,Germany,50.31
"Psychologist, clinical",Entertainment,Increasing,High,112157.42,Associate Degree,8,4874,8296,69.28,89.76,Canada,48.46
"Investment banker, corporate",Education,Increasing,High,75079.38,Bachelor’s Degree,12,1835,4526,25.8,15.5,Brazil,63.75
Plant breeder/geneticist,IT,Decreasing,Low,126283.37,Master’s Degree,9,2856,9324,86.92,52.71,Brazil,38.85
"Physicist, medical",Education,Decreasing,Low,41903.83,High School,13,1545,7895,27.89,71.76,USA,71.13
Further education lecturer,Transportation,Increasing,Low,129145.81,Master’s Degree,20,5578,1177,25.07,78.96,Germany,73.2
"Production assistant, television",Manufacturing,Increasing,High,92641.76,Master’s Degree,11,1140,6992,30.4,34.14,UK,45.79
Pathologist,Entertainment,Increasing,Moderate,113020.26,Bachelor’s Degree,20,7529,3417,10.89,66.71,UK,25.47
"Engineer, building services",Healthcare,Decreasing,Low,47164.82,PhD,3,7804,4503,94.96,54.87,China,73.52
Theatre stage manager,Entertainment,Decreasing,Low,33373.51,Bachelor’s Degree,6,3640,1484,76.82,43.46,Canada,27.53
"Surveyor, insurance",Transportation,Increasing,Moderate,107220.22,Bachelor’s Degree,16,6681,5747,52.47,5.45,Brazil,32.01
Film/video editor,Transportation,Decreasing,Low,68222.87,Master’s Degree,4,2387,9440,66.16,78.55,Australia,65.13
"Engineer, mining",Healthcare,Decreasing,Moderate,75088.09,Master’s Degree,16,7026,6329,98.29,18.31,Germany,21.56
"Administrator, local government",Retail,Decreasing,Low,80819.39,PhD,0,5458,2802,7.54,11.74,Germany,68.18
Lexicographer,Manufacturing,Decreasing,Low,47041.75,Associate Degree,11,6287,3322,60.97,17.14,UK,35.25
Banker,Entertainment,Increasing,Low,98475.01,Master’s Degree,13,6774,7407,85.34,43.42,Brazil,56.61
"Optician, dispensing",Education,Increasing,Moderate,30661.15,PhD,17,3528,1389,55.99,27.91,China,72.79
"Teacher, secondary school",Healthcare,Increasing,High,37238.7,PhD,6,2682,4928,99.41,47.99,Brazil,40.1
"Geologist, wellsite",IT,Decreasing,Moderate,111820.51,Master’s Degree,1,5052,8194,51.73,0.43,Australia,58.09
Cytogeneticist,Healthcare,Increasing,Low,117185.83,Bachelor’s Degree,2,8013,6440,1.74,40.51,Canada,24.36
Accommodation manager,Education,Decreasing,Low,77447.47,Associate Degree,16,1664,4036,99.12,15.47,USA,72.82
Adult nurse,Healthcare,Decreasing,Low,68862.51,PhD,20,9704,6500,94.47,39.1,Canada,50.34
Technical sales engineer,Healthcare,Increasing,High,50101.38,High School,20,3888,4099,63.49,64.69,USA,27.81
Drilling engineer,Finance,Decreasing,Moderate,99820.36,Bachelor’s Degree,2,7999,8174,98.45,88.89,Australia,76.67
Clinical psychologist,Retail,Decreasing,Low,77796.95,Bachelor’s Degree,11,2780,1004,9.42,21.88,USA,65.57
Retail merchandiser,Retail,Increasing,Moderate,89445.24,High School,10,7746,6680,16.98,86.39,Canada,72.6
Stage manager,Entertainment,Increasing,High,131364.16,Bachelor’s Degree,1,2309,5958,73.62,65.57,India,75.09
Pharmacologist,IT,Increasing,Moderate,140833.88,High School,1,5232,467,84.66,26.24,USA,28.31
"Sales professional, IT",IT,Decreasing,High,37088.44,Associate Degree,8,9545,6126,92.62,66.61,Canada,40.77
Electronics engineer,Education,Increasing,Moderate,78972.79,Associate Degree,10,8565,6641,92.45,13.49,India,30.9
Landscape architect,Finance,Increasing,Moderate,66900.57,Associate Degree,13,9137,3140,60.12,82.65,Canada,48.27
Sales executive,Transportation,Increasing,Moderate,43672.2,High School,17,5385,3274,4.95,49.68,India,64.41
International aid/development worker,Entertainment,Decreasing,Moderate,134651.62,Bachelor’s Degree,10,6413,5168,42.51,44.36,UK,64.0
"Education officer, museum",Retail,Increasing,Moderate,135833.99,Associate Degree,7,6400,7546,41.13,21.1,Australia,60.75
Building control surveyor,Healthcare,Decreasing,High,78540.89,Master’s Degree,12,8000,9527,51.16,93.03,China,79.68
Animator,Education,Decreasing,Low,62621.17,High School,10,5434,9430,47.59,4.16,Canada,29.46
Midwife,Manufacturing,Increasing,Low,63631.81,Bachelor’s Degree,4,5671,8499,20.37,14.48,Germany,41.03
English as a second language teacher,Retail,Decreasing,Moderate,132960.75,Associate Degree,0,2749,6180,14.77,72.29,India,66.12
Phytotherapist,Retail,Decreasing,Low,83266.88,Bachelor’s Degree,18,263,3472,48.45,77.97,China,29.9
Scientific laboratory technician,Healthcare,Decreasing,High,133437.27,Bachelor’s Degree,3,5241,5323,67.85,11.95,Canada,45.31
Claims inspector/assessor,Healthcare,Decreasing,Moderate,138752.55,High School,7,8497,591,2.74,67.0,Australia,61.55
Neurosurgeon,Finance,Increasing,High,97326.64,High School,0,7437,2870,48.25,39.73,India,40.29
Probation officer,Finance,Decreasing,Moderate,30912.6,Bachelor’s Degree,8,7843,281,19.75,44.71,Canada,62.27
"Exhibitions officer, museum/gallery",Manufacturing,Increasing,Moderate,60129.94,Master’s Degree,9,1341,8324,54.19,81.69,Germany,55.92
Social researcher,Healthcare,Increasing,High,106479.47,Master’s Degree,12,561,1594,42.16,14.68,India,21.92
"Surveyor, building",Transportation,Increasing,Moderate,65745.12,High School,17,3475,6337,3.4,72.3,India,36.49
Software engineer,Manufacturing,Decreasing,Low,74743.09,PhD,17,7119,8460,63.72,67.75,Brazil,66.57
"Nurse, children's",IT,Increasing,Moderate,92205.44,Associate Degree,12,8205,4784,24.18,18.61,UK,71.14
"Designer, interior/spatial",Transportation,Decreasing,Moderate,42542.63,PhD,4,8891,3295,79.87,16.49,USA,58.22
Call centre manager,Retail,Decreasing,High,127129.75,Master’s Degree,14,7687,5188,81.53,16.36,Germany,20.43
Metallurgist,Education,Decreasing,High,69702.13,High School,6,6690,4754,45.84,63.58,China,23.04
"Surveyor, land/geomatics",IT,Decreasing,Moderate,32644.38,Associate Degree,4,4138,3509,29.24,13.81,UK,56.09
Recruitment consultant,Education,Increasing,Moderate,42260.05,PhD,6,6105,688,34.36,99.84,Germany,79.37
Claims inspector/assessor,Entertainment,Increasing,Moderate,146497.39,Master’s Degree,11,7580,1762,89.38,64.48,China,26.4
Furniture conservator/restorer,Transportation,Increasing,Moderate,75946.78,Associate Degree,12,7598,5606,80.01,56.13,China,74.65
Research scientist (maths),Education,Decreasing,Low,61627.4,Associate Degree,1,8506,7806,2.2,69.74,Canada,57.68
Electrical engineer,Transportation,Increasing,High,88500.81,Master’s Degree,12,4287,8389,11.29,37.24,China,51.77
Public relations officer,Manufacturing,Decreasing,Low,138734.74,PhD,1,5015,9264,47.76,77.75,Canada,69.29
Audiological scientist,Transportation,Increasing,High,127676.96,PhD,18,2694,4996,3.35,93.38,USA,56.65
Occupational psychologist,Retail,Decreasing,High,82052.97,High School,5,2112,4583,66.98,70.61,China,32.1
Tax inspector,Finance,Decreasing,High,139488.34,Associate Degree,0,3700,3355,23.14,42.77,China,78.82
Ranger/warden,IT,Decreasing,Low,97147.44,Master’s Degree,11,4076,8808,16.68,63.44,Germany,61.28
Insurance claims handler,Healthcare,Increasing,Moderate,79850.45,High School,0,9473,5141,5.17,71.49,Australia,37.72
Learning mentor,Education,Decreasing,Low,143183.78,PhD,19,8468,2417,2.9,54.31,Germany,70.05
Newspaper journalist,Finance,Increasing,Moderate,43474.33,Associate Degree,5,8936,8801,15.22,24.08,USA,46.83
Landscape architect,IT,Decreasing,High,60809.4,PhD,16,373,5958,86.98,52.62,Brazil,48.69
Legal secretary,Education,Decreasing,Moderate,137720.67,Master’s Degree,19,6268,1240,51.19,51.01,Brazil,54.13
Geophysical data processor,Retail,Decreasing,Moderate,55912.12,Master’s Degree,19,5611,7973,26.83,82.88,USA,68.49
Naval architect,IT,Decreasing,Low,139459.92,Bachelor’s Degree,20,9507,8470,45.2,14.96,Canada,38.74
Chief Technology Officer,Entertainment,Decreasing,Low,62218.6,Bachelor’s Degree,1,2038,2239,1.46,82.04,USA,30.82
Web designer,Finance,Decreasing,Moderate,147600.92,Master’s Degree,9,6098,369,34.54,65.63,India,74.15
Contracting civil engineer,IT,Increasing,High,67428.29,Associate Degree,3,6248,7113,33.24,69.49,Germany,59.69
Dealer,Healthcare,Decreasing,Low,62327.91,Associate Degree,5,9621,7642,53.41,57.35,Brazil,77.75
Theatre manager,Finance,Decreasing,Low,38060.58,Associate Degree,16,377,3483,27.04,98.06,Australia,67.48
Insurance account manager,Entertainment,Increasing,Low,149854.43,High School,8,2501,6791,62.06,1.74,Australia,58.01
Corporate treasurer,Healthcare,Increasing,Moderate,105027.53,PhD,19,1377,3884,97.93,5.66,UK,33.28
Regulatory affairs officer,Finance,Increasing,High,137506.15,High School,16,4361,1278,18.65,41.63,Germany,74.08
Hotel manager,Retail,Decreasing,Low,55195.25,High School,6,505,699,42.3,20.37,Germany,32.21
Merchant navy officer,Transportation,Increasing,Low,103054.25,PhD,20,8155,6903,34.68,65.58,Brazil,33.67
"Accountant, chartered management",Retail,Increasing,Low,100654.16,PhD,18,5608,5871,20.31,45.52,Brazil,37.65
Wellsite geologist,Entertainment,Increasing,Low,32817.02,Master’s Degree,8,9676,6409,14.95,99.43,Germany,27.94
Lexicographer,Transportation,Decreasing,Moderate,57292.06,PhD,20,8297,7642,24.9,8.79,USA,50.11
"Doctor, general practice",Finance,Increasing,Moderate,86593.01,PhD,17,7726,8692,75.51,60.7,Germany,79.31
"Solicitor, Scotland",Retail,Increasing,Moderate,112380.8,Associate Degree,11,6058,5921,27.48,9.13,Australia,59.94
Call centre manager,Healthcare,Decreasing,Moderate,45426.88,Associate Degree,10,8260,1188,4.66,28.22,Canada,63.72
"Teacher, early years/pre",Finance,Decreasing,Moderate,146696.08,Bachelor’s Degree,10,7519,2746,21.07,58.05,Germany,64.57
Art gallery manager,Entertainment,Decreasing,Moderate,126871.59,Master’s Degree,9,2413,6393,36.91,46.44,Australia,45.23
"Designer, fashion/clothing",Education,Increasing,Moderate,125880.11,Master’s Degree,19,1838,1088,0.96,72.61,USA,68.19
"Education officer, community",Retail,Decreasing,Moderate,61035.47,Master’s Degree,11,5842,2293,92.87,32.33,Brazil,35.72
Industrial buyer,Retail,Decreasing,High,85524.08,High School,3,4521,1212,86.47,98.34,India,49.04
Fashion designer,Entertainment,Decreasing,Moderate,118845.37,Associate Degree,0,2190,5482,24.83,20.71,Germany,34.36
Ceramics designer,Retail,Increasing,Low,52145.88,High School,7,1747,5695,2.02,0.9,Australia,56.1
Event organiser,Finance,Increasing,Moderate,63717.17,Master’s Degree,6,3339,2397,16.62,65.17,USA,73.57
Education administrator,Transportation,Decreasing,Moderate,55680.79,High School,6,815,7724,75.82,2.4,Brazil,22.68
Purchasing manager,Manufacturing,Increasing,High,74865.38,Bachelor’s Degree,15,4819,6406,61.31,85.49,Australia,39.17
Legal executive,Transportation,Decreasing,Moderate,130684.08,PhD,2,7893,7329,73.76,73.59,China,38.42
International aid/development worker,IT,Decreasing,Moderate,118711.05,Associate Degree,11,8327,7679,47.26,79.4,India,48.73
"Administrator, local government",Transportation,Increasing,Low,147356.72,High School,3,2940,3083,25.75,44.91,Germany,66.21
"Designer, blown glass/stained glass",Healthcare,Increasing,Moderate,102319.52,PhD,17,6186,8496,61.16,5.71,Germany,20.77
Accommodation manager,Healthcare,Decreasing,Moderate,117326.91,Bachelor’s Degree,7,9115,8809,48.29,26.31,Germany,41.66
Control and instrumentation engineer,Healthcare,Increasing,High,31094.75,Bachelor’s Degree,11,2274,1465,46.2,21.6,USA,75.27
Press photographer,IT,Decreasing,Moderate,119565.16,High School,18,8733,9527,68.65,12.02,China,49.29
Visual merchandiser,Retail,Increasing,Moderate,31489.98,Bachelor’s Degree,5,9265,2171,25.89,10.26,UK,43.77
"Loss adjuster, chartered",Healthcare,Increasing,Moderate,35999.15,Bachelor’s Degree,17,3258,5192,31.02,81.15,China,44.28
Public relations account executive,Education,Increasing,Moderate,112118.54,Associate Degree,13,2817,1778,78.26,7.53,China,34.43
Statistician,Transportation,Decreasing,Moderate,47497.38,High School,14,4627,7782,24.49,54.34,USA,55.22
"Production assistant, television",Manufacturing,Increasing,Moderate,67807.58,Bachelor’s Degree,6,7067,1727,82.45,50.42,China,20.57
Barrister's clerk,Transportation,Decreasing,Low,53935.88,Bachelor’s Degree,2,4503,3572,15.27,25.26,Germany,31.25
"Journalist, magazine",Healthcare,Increasing,High,131642.82,High School,14,2471,6754,52.78,29.27,China,51.59
Horticultural consultant,Transportation,Increasing,High,114406.69,Bachelor’s Degree,7,2819,6392,13.12,64.54,USA,32.26
Make,Healthcare,Decreasing,Low,143060.35,Associate Degree,7,5856,3389,10.7,73.45,Brazil,31.14
Risk analyst,Healthcare,Decreasing,High,75462.74,Bachelor’s Degree,5,6254,8141,51.34,58.99,Canada,71.36
Paramedic,Healthcare,Increasing,Moderate,41786.35,Associate Degree,0,4027,6446,24.82,19.07,USA,72.8
Medical technical officer,Retail,Increasing,Low,132289.38,High School,10,3146,6851,77.62,82.48,Canada,56.17
Personal assistant,IT,Increasing,Moderate,57833.64,Bachelor’s Degree,3,6836,4534,92.51,83.6,Germany,33.18
Company secretary,Healthcare,Decreasing,Moderate,92148.17,High School,15,2108,6815,12.42,35.96,USA,66.32
Manufacturing systems engineer,Education,Increasing,High,83672.4,Associate Degree,11,4054,5169,33.66,21.9,India,22.45
"Pilot, airline",Retail,Increasing,High,37566.35,Master’s Degree,4,4108,6493,22.24,79.4,Brazil,38.69
Educational psychologist,Finance,Increasing,Moderate,65224.7,Associate Degree,19,774,4106,14.79,59.33,USA,30.8
Clinical embryologist,Manufacturing,Increasing,Low,141421.86,Master’s Degree,17,5703,2484,34.8,56.18,Canada,38.39
Local government officer,Entertainment,Increasing,Moderate,133991.17,Associate Degree,9,3742,5641,0.88,75.06,India,49.7
Energy manager,Manufacturing,Decreasing,Low,95502.74,High School,7,6901,7028,40.96,77.31,USA,47.51
Medical physicist,Finance,Increasing,Low,53633.44,Master’s Degree,0,9811,9403,33.04,82.64,India,77.43
Furniture conservator/restorer,Manufacturing,Increasing,High,77630.92,Master’s Degree,0,5300,3376,35.21,77.5,Canada,58.39
Lawyer,Transportation,Decreasing,Low,109945.15,Master’s Degree,6,5049,3589,62.74,18.47,Australia,52.2
"Radiographer, therapeutic",Manufacturing,Decreasing,Low,112155.53,Bachelor’s Degree,4,3516,9259,91.02,4.32,Canada,53.99
Equities trader,Transportation,Increasing,High,117041.59,High School,8,2055,2228,94.65,76.18,Canada,34.24
"Geneticist, molecular",Entertainment,Increasing,Moderate,40788.85,High School,8,819,7432,7.76,55.55,Canada,30.05
Trading standards officer,Transportation,Increasing,Low,36887.7,Bachelor’s Degree,4,5370,2814,74.63,54.46,Canada,37.76
Jewellery designer,Manufacturing,Decreasing,High,58779.65,High School,2,285,8471,79.03,65.14,Brazil,73.4
"Horticulturist, amenity",Education,Increasing,High,51203.7,Associate Degree,8,793,2703,45.86,64.08,USA,73.06
Stage manager,Education,Increasing,Moderate,105722.98,Bachelor’s Degree,18,331,3645,15.12,47.59,India,41.13
Geoscientist,Entertainment,Decreasing,High,72010.62,PhD,10,3843,9692,15.49,99.53,China,64.06
"Journalist, newspaper",Finance,Increasing,Moderate,70942.07,High School,19,3918,5418,82.56,68.5,USA,45.44
Astronomer,IT,Decreasing,Moderate,131842.34,Bachelor’s Degree,3,2474,818,17.16,47.51,USA,30.09
"Surveyor, building",Manufacturing,Increasing,Low,109719.59,Bachelor’s Degree,16,5666,452,95.78,85.15,Germany,27.08
Investment analyst,Transportation,Decreasing,High,112733.33,Master’s Degree,5,7899,4425,45.95,25.84,China,53.05
Cabin crew,Finance,Decreasing,Moderate,42091.15,PhD,16,2019,5784,73.57,45.39,USA,39.91
Interior and spatial designer,Manufacturing,Increasing,Moderate,112855.31,Bachelor’s Degree,5,4886,9828,88.76,4.94,India,79.7
Chief Executive Officer,Finance,Decreasing,Low,76558.64,Associate Degree,15,2021,3143,53.12,61.08,UK,32.72
Educational psychologist,Retail,Increasing,Moderate,123274.29,High School,13,100,5869,12.59,20.25,India,21.99
Operational investment banker,Education,Decreasing,Moderate,34456.53,PhD,14,1516,6372,29.96,98.05,China,66.53
Photographer,IT,Increasing,High,72221.37,Bachelor’s Degree,14,3251,9276,97.64,5.38,Germany,32.42
Engineering geologist,IT,Increasing,Low,61206.42,Master’s Degree,13,1314,139,86.76,48.05,Canada,55.36
Freight forwarder,Finance,Increasing,High,115175.42,PhD,10,605,8426,15.09,82.63,India,58.09
Music tutor,Entertainment,Decreasing,Low,99374.7,Bachelor’s Degree,0,3341,4545,65.89,26.05,Canada,51.67
"Horticulturist, amenity",Education,Decreasing,Low,68906.99,Master’s Degree,3,4628,1515,27.34,3.54,Brazil,64.62
Production engineer,IT,Decreasing,High,108163.34,Associate Degree,3,3719,7677,17.89,19.71,UK,77.6
"Designer, multimedia",Retail,Decreasing,Low,107409.07,Bachelor’s Degree,9,4701,2378,30.81,40.54,Canada,67.87
Regulatory affairs officer,Entertainment,Decreasing,Moderate,104597.99,Associate Degree,16,377,6824,94.72,49.39,India,48.98
Environmental education officer,Manufacturing,Increasing,High,44160.65,PhD,17,8542,2280,34.79,32.74,India,56.39
Warehouse manager,Manufacturing,Increasing,Moderate,99215.29,PhD,16,5353,6076,40.34,90.92,Germany,74.54
Intelligence analyst,Entertainment,Decreasing,Low,65759.42,Bachelor’s Degree,13,8502,941,18.86,70.94,Australia,59.94
Town planner,Healthcare,Increasing,High,95418.99,Master’s Degree,5,443,4245,27.85,87.6,India,68.53
Bookseller,Retail,Increasing,High,77798.21,PhD,10,5601,2099,65.78,10.58,India,53.49
Fitness centre manager,Manufacturing,Increasing,Low,123917.9,Associate Degree,10,5980,524,39.1,17.83,UK,52.65
Quarry manager,Retail,Decreasing,Moderate,139059.13,Associate Degree,14,8978,201,36.68,98.48,Canada,38.03
Physiotherapist,Finance,Increasing,Low,149919.02,High School,6,8011,2109,87.95,59.23,UK,56.59
Armed forces logistics/support/administrative officer,Transportation,Increasing,High,57019.02,Master’s Degree,12,6201,9186,60.81,73.57,Brazil,73.92
Health and safety adviser,Retail,Increasing,Low,115858.99,Bachelor’s Degree,14,4727,3269,55.19,73.93,UK,41.24
Counsellor,Manufacturing,Decreasing,Low,57764.79,Master’s Degree,5,5994,7339,62.33,57.07,China,60.37
Podiatrist,Transportation,Decreasing,Moderate,119630.26,Bachelor’s Degree,17,2884,3529,99.98,44.04,India,60.83
Armed forces technical officer,Finance,Increasing,Low,36361.66,PhD,17,982,4452,34.85,32.8,Germany,49.55
Public affairs consultant,Manufacturing,Increasing,Low,94535.45,Master’s Degree,10,5414,4975,13.77,60.79,India,42.55
Homeopath,Healthcare,Decreasing,Low,106770.83,Master’s Degree,0,4918,9419,80.03,72.37,Germany,66.76
"Administrator, charities/voluntary organisations",Education,Increasing,Moderate,80081.54,Bachelor’s Degree,6,3071,1474,42.26,83.08,Canada,58.35
Systems developer,Manufacturing,Decreasing,High,106750.43,High School,19,7064,3766,51.68,90.52,Canada,56.28
Land/geomatics surveyor,Manufacturing,Decreasing,Low,109848.4,Master’s Degree,5,3310,1640,94.66,3.43,UK,41.16
Chief Operating Officer,Finance,Decreasing,Low,119678.75,High School,6,2704,683,7.31,24.51,Brazil,45.67
Hydrogeologist,Finance,Decreasing,Moderate,127150.43,Associate Degree,2,3655,3591,26.98,25.23,Canada,27.99
Estate manager/land agent,Retail,Increasing,Low,102080.25,PhD,20,506,9338,72.28,10.42,Australia,75.99
Race relations officer,Manufacturing,Decreasing,High,118645.03,PhD,6,6904,1427,37.15,41.26,UK,54.28
"Editor, film/video",IT,Decreasing,Moderate,99707.33,Associate Degree,11,2880,443,98.13,41.06,Canada,74.41
Location manager,Entertainment,Increasing,Low,131903.42,PhD,9,4958,6939,53.87,75.19,China,59.43
Lawyer,Finance,Increasing,High,87989.12,Bachelor’s Degree,5,5711,3445,38.63,16.26,Australia,26.94
"Engineer, aeronautical",Finance,Increasing,High,91348.9,Associate Degree,6,7501,5902,0.14,14.67,UK,58.51
Herpetologist,Transportation,Increasing,Low,124100.98,PhD,4,4659,827,59.64,50.01,UK,41.63
Dealer,Finance,Decreasing,High,145212.03,High School,12,720,2475,64.32,65.21,USA,44.59
"Engineer, biomedical",Finance,Increasing,High,34472.88,Master’s Degree,18,7640,2341,1.24,8.15,Brazil,56.98
IT consultant,Entertainment,Decreasing,High,113092.83,Associate Degree,0,5080,8491,91.45,18.75,Australia,24.81
Information officer,IT,Decreasing,High,76102.4,Associate Degree,10,8724,6281,4.43,10.08,Germany,62.07
Analytical chemist,IT,Increasing,High,93074.37,High School,19,695,5632,2.68,84.34,Australia,54.42
Computer games developer,Manufacturing,Decreasing,Low,82686.91,Associate Degree,3,8900,9459,39.91,12.63,USA,31.98
"Engineer, automotive",Finance,Increasing,Low,142692.2,Bachelor’s Degree,4,3745,9916,52.1,13.44,Canada,42.97
International aid/development worker,Retail,Decreasing,Low,131445.08,Bachelor’s Degree,14,6588,9435,67.88,20.88,Brazil,58.95
Industrial buyer,Education,Increasing,Low,109896.61,PhD,2,9472,1145,60.43,96.67,Germany,38.91
Solicitor,Manufacturing,Decreasing,High,136557.06,PhD,6,6497,7034,0.28,56.49,UK,52.56
Plant breeder/geneticist,Healthcare,Increasing,Moderate,140994.86,PhD,19,5295,1455,1.94,94.79,USA,29.88
Animal nutritionist,Finance,Increasing,Moderate,103926.83,Associate Degree,20,5905,7736,52.77,31.16,USA,24.34
Learning disability nurse,IT,Decreasing,Moderate,57563.16,High School,10,743,8337,16.52,87.17,UK,29.74
"Clinical scientist, histocompatibility and immunogenetics",IT,Decreasing,Low,50876.2,Master’s Degree,18,3789,7182,42.84,53.76,Canada,39.13
Dietitian,Finance,Increasing,Moderate,90126.82,Associate Degree,12,9706,2560,8.96,27.33,UK,74.26
Architectural technologist,Transportation,Decreasing,High,59436.28,High School,13,4686,8218,67.68,95.69,Canada,35.31
"Scientist, physiological",Entertainment,Increasing,High,83055.22,Associate Degree,12,6498,8262,92.15,10.25,USA,61.8
"Geneticist, molecular",Entertainment,Decreasing,High,98646.16,Associate Degree,19,1413,4633,36.73,27.73,UK,56.82
Accommodation manager,Manufacturing,Decreasing,Low,47302.56,Associate Degree,1,6295,2007,17.15,49.1,India,41.73
Barrister,Transportation,Decreasing,High,48423.14,Bachelor’s Degree,0,6565,2196,78.94,22.52,China,28.65
Patent attorney,Entertainment,Increasing,High,110050.36,Master’s Degree,16,7583,6023,21.83,59.41,Canada,70.47
"Administrator, charities/voluntary organisations",Retail,Increasing,Moderate,94255.37,Bachelor’s Degree,4,444,2918,78.73,48.05,China,29.74
"Accountant, chartered",Finance,Decreasing,Moderate,98743.58,Bachelor’s Degree,7,5775,1905,49.2,78.03,USA,31.07
"Investment banker, corporate",Healthcare,Increasing,Moderate,81570.3,Bachelor’s Degree,7,1329,8131,5.97,33.69,China,20.57
Hotel manager,Retail,Increasing,Moderate,66526.15,PhD,2,2727,4119,46.77,19.47,Canada,55.12
Banker,Entertainment,Increasing,Moderate,76383.14,Associate Degree,3,3496,5154,14.5,67.71,UK,48.51
Legal executive,Education,Decreasing,High,111010.36,Master’s Degree,19,625,1228,84.34,82.46,Germany,39.88
"Administrator, charities/voluntary organisations",Transportation,Decreasing,High,64030.39,High School,10,9036,946,25.76,84.22,USA,75.62
Furniture designer,Finance,Decreasing,Moderate,136304.42,Master’s Degree,13,7826,7426,98.9,78.36,UK,62.45
Interpreter,Finance,Increasing,High,143401.45,Associate Degree,4,7981,3610,88.74,17.34,Brazil,68.04
"Civil engineer, consulting",Retail,Increasing,Low,76256.64,PhD,15,9079,5188,78.14,54.47,Canada,62.41
Armed forces technical officer,Entertainment,Increasing,Low,99754.39,Master’s Degree,10,2449,8600,45.41,20.43,Germany,55.52
Geophysicist/field seismologist,Manufacturing,Decreasing,Low,60091.77,Master’s Degree,16,4203,2039,15.74,94.97,Germany,29.35
Physiotherapist,Entertainment,Increasing,High,146147.02,High School,19,1798,5995,94.11,62.78,Canada,74.72
Logistics and distribution manager,Transportation,Increasing,Low,63125.73,PhD,5,3834,821,12.57,61.71,Australia,75.64
"Administrator, local government",Education,Decreasing,Low,101761.03,Associate Degree,6,2079,1141,44.26,22.02,Canada,79.59
Geophysicist/field seismologist,Manufacturing,Increasing,High,147780.5,Bachelor’s Degree,9,2946,900,25.95,21.39,China,71.07
Careers information officer,Finance,Decreasing,Moderate,114831.78,Master’s Degree,19,8059,6090,32.59,68.08,Brazil,64.38
Glass blower/designer,Entertainment,Decreasing,Moderate,135145.34,Associate Degree,17,2640,4228,19.82,77.17,China,23.88
Environmental consultant,Education,Increasing,Moderate,149831.03,Bachelor’s Degree,18,7052,2473,74.28,32.93,UK,62.4
Social researcher,Healthcare,Increasing,High,49864.96,Associate Degree,3,1348,3195,58.35,26.46,Germany,54.38
"Civil engineer, contracting",Retail,Increasing,Moderate,111796.83,Bachelor’s Degree,3,150,8351,61.56,90.53,Germany,62.44
Farm manager,Manufacturing,Increasing,Low,59944.63,Master’s Degree,15,4958,9168,45.47,65.43,Germany,21.35
"Librarian, academic",Entertainment,Increasing,High,93669.96,Bachelor’s Degree,2,8909,4286,80.46,78.86,Brazil,53.32
Best boy,Manufacturing,Increasing,Low,132971.62,Master’s Degree,11,5792,5575,27.73,43.91,Canada,22.09
Exercise physiologist,Education,Increasing,Low,105017.47,Master’s Degree,19,547,629,45.63,70.59,USA,28.07
Armed forces training and education officer,Finance,Increasing,High,73305.69,Master’s Degree,19,6313,6323,83.81,14.15,Brazil,56.02
Retail banker,Finance,Decreasing,Moderate,54082.59,Master’s Degree,12,8347,4368,72.49,54.76,China,34.65
Chiropodist,Transportation,Increasing,Low,118174.83,Bachelor’s Degree,20,7740,4102,53.26,1.81,India,54.56
Occupational psychologist,Entertainment,Decreasing,High,49651.18,High School,14,1738,4658,15.45,32.48,Australia,71.12
Volunteer coordinator,Entertainment,Increasing,High,103748.11,PhD,9,2221,7373,8.72,45.02,UK,57.61
Customer service manager,Education,Decreasing,Moderate,52386.08,Master’s Degree,15,9033,3264,49.99,30.86,India,25.93
"Radiographer, diagnostic",Entertainment,Increasing,Low,137226.26,Master’s Degree,12,7311,5929,4.64,53.26,USA,39.5
Air traffic controller,Retail,Increasing,Low,70920.01,Bachelor’s Degree,13,1998,3807,8.5,7.96,UK,30.12
Recycling officer,Transportation,Increasing,Moderate,85966.19,Master’s Degree,3,6366,3161,3.97,18.56,UK,70.75
Consulting civil engineer,Education,Increasing,Low,123846.12,High School,3,151,8037,38.32,83.68,China,59.9
"Pharmacist, community",Education,Increasing,Low,147076.46,Master’s Degree,20,8042,2336,39.91,22.06,USA,38.97
Lexicographer,Finance,Increasing,Moderate,147024.94,High School,18,7832,2389,35.96,44.18,India,38.98
Music therapist,Education,Decreasing,Low,91469.52,Master’s Degree,14,3473,8802,90.24,26.39,India,39.2
Automotive engineer,Transportation,Decreasing,Low,76946.52,Master’s Degree,10,4338,6508,91.2,84.41,Germany,34.23
Music tutor,IT,Decreasing,Moderate,57770.36,PhD,14,3801,8109,47.65,80.97,India,79.5
"Loss adjuster, chartered",IT,Increasing,High,91955.69,Bachelor’s Degree,8,5153,1381,41.76,70.31,Germany,69.81
Immunologist,Retail,Increasing,Low,92006.26,Bachelor’s Degree,6,8041,5842,55.85,64.27,China,71.36
Fine artist,Education,Decreasing,Low,128418.9,PhD,0,9359,834,21.52,55.99,Australia,31.66
Theatre director,Finance,Decreasing,High,117267.8,PhD,4,4176,1559,3.88,48.97,Germany,32.46
Occupational psychologist,Manufacturing,Decreasing,Moderate,72231.37,High School,1,6239,2386,75.04,40.87,USA,21.38
Senior tax professional/tax inspector,Healthcare,Decreasing,High,130289.54,Master’s Degree,6,7215,4388,91.62,86.35,UK,66.42
Logistics and distribution manager,Transportation,Increasing,Low,118811.34,PhD,16,9540,5905,34.26,46.74,Canada,56.02
Games developer,IT,Decreasing,High,102165.72,PhD,5,6774,3995,39.54,20.28,USA,47.6
"Geologist, wellsite",Entertainment,Decreasing,Moderate,127485.89,PhD,15,6564,2588,88.33,58.67,USA,23.49
"Designer, furniture",Healthcare,Increasing,Moderate,95946.44,Master’s Degree,15,8308,5220,70.48,5.47,China,26.98
"Therapist, drama",Finance,Increasing,High,99616.24,Associate Degree,18,2106,9672,23.46,38.08,USA,65.55
Senior tax professional/tax inspector,IT,Decreasing,High,51972.9,Bachelor’s Degree,3,3648,6200,95.12,32.77,Germany,72.86
"Nurse, children's",Retail,Decreasing,High,94566.83,High School,1,6486,1316,48.47,71.76,USA,74.86
Jewellery designer,Finance,Decreasing,High,104259.11,Bachelor’s Degree,14,7929,6465,90.0,6.97,UK,30.87
Systems developer,Education,Increasing,Moderate,69453.11,PhD,4,8060,374,71.91,99.68,Germany,62.4
Occupational hygienist,Retail,Increasing,Moderate,40026.02,PhD,20,275,5962,40.96,78.61,India,37.1
Osteopath,Finance,Decreasing,Low,63500.61,Master’s Degree,7,7732,1946,51.85,1.46,India,48.64
Biomedical scientist,Finance,Decreasing,Low,121553.89,Bachelor’s Degree,17,6593,8121,49.12,14.06,Germany,56.28
"Therapist, horticultural",Healthcare,Increasing,High,107005.22,PhD,14,1439,9478,28.01,26.88,UK,29.46
"Chemist, analytical",Entertainment,Decreasing,Low,62049.76,Master’s Degree,2,6639,7403,88.7,79.96,Germany,37.3
Solicitor,Retail,Increasing,High,106332.7,Associate Degree,14,8425,7042,22.2,84.87,Canada,78.87
Textile designer,Transportation,Increasing,Moderate,45846.97,Associate Degree,2,4607,1883,51.05,6.7,USA,22.87
"Development worker, community",Manufacturing,Increasing,Moderate,80696.55,Master’s Degree,13,5711,2644,37.79,65.94,UK,65.3
Counselling psychologist,Retail,Decreasing,Moderate,114682.1,PhD,7,2500,2761,88.84,50.19,Germany,38.16
Town planner,Finance,Decreasing,Low,132733.33,High School,5,8277,3246,15.0,86.51,Australia,71.77
Drilling engineer,Education,Increasing,High,42463.39,Associate Degree,20,7468,9657,39.93,42.91,Canada,64.75
"Designer, jewellery",Healthcare,Increasing,High,146925.63,PhD,19,2967,8361,58.64,17.68,Australia,66.41
Bookseller,Finance,Increasing,Moderate,85228.04,High School,2,6845,4238,2.7,99.16,India,79.09
Chartered public finance accountant,Retail,Decreasing,Moderate,50366.07,PhD,19,1523,9898,78.59,92.96,UK,37.56
"Therapist, horticultural",IT,Decreasing,Moderate,43168.11,Bachelor’s Degree,8,910,5897,92.97,50.04,Germany,33.4
Technical sales engineer,IT,Increasing,High,137793.5,Associate Degree,0,863,6283,67.03,40.12,Brazil,27.87
Special effects artist,Finance,Decreasing,Moderate,68476.62,Associate Degree,4,2791,5571,46.49,72.23,Germany,27.66
Geoscientist,Education,Increasing,High,55473.74,Master’s Degree,8,5433,3000,20.93,94.46,USA,63.35
Financial risk analyst,Transportation,Increasing,Low,76177.65,PhD,5,1509,942,5.13,22.52,Germany,63.04
Contracting civil engineer,Education,Decreasing,High,92058.56,PhD,2,8316,986,68.63,41.73,India,68.92
"Engineer, electronics",Education,Decreasing,High,52697.69,Associate Degree,2,1704,2264,87.4,89.23,Germany,55.76
Trade mark attorney,Manufacturing,Increasing,High,130003.4,Master’s Degree,15,9006,2957,54.13,94.54,India,32.04
Sports administrator,Healthcare,Decreasing,Low,105382.58,Bachelor’s Degree,6,3008,1770,3.42,5.72,Australia,64.42
Occupational therapist,Transportation,Decreasing,Low,95174.15,Bachelor’s Degree,10,1705,6353,53.85,18.45,USA,25.96
Garment/textile technologist,Entertainment,Increasing,Low,87826.93,Master’s Degree,10,2518,3952,43.86,64.76,USA,77.66
"Designer, textile",IT,Decreasing,Low,50458.41,High School,18,2649,2715,28.53,41.41,Brazil,35.12
Tree surgeon,IT,Increasing,Moderate,72375.06,Master’s Degree,8,9646,6794,98.13,92.01,China,59.68
Senior tax professional/tax inspector,IT,Decreasing,Low,30074.45,High School,3,8102,220,4.26,74.51,USA,54.62
Psychiatrist,IT,Decreasing,Low,94154.47,PhD,4,7753,463,57.57,6.87,USA,52.91
Investment analyst,IT,Decreasing,Low,111275.69,High School,4,2291,2606,42.8,9.74,Australia,61.45
Radio producer,Manufacturing,Increasing,High,136290.79,Master’s Degree,1,9987,8059,69.09,26.61,India,36.56
Ranger/warden,Manufacturing,Decreasing,High,51312.81,Associate Degree,3,9955,1432,95.56,11.42,Brazil,20.64
Art gallery manager,IT,Increasing,Moderate,125017.11,Associate Degree,0,5358,6686,32.31,80.39,Brazil,73.42
"Geologist, wellsite",Transportation,Increasing,High,126581.06,Master’s Degree,9,3036,3990,16.35,11.88,Brazil,49.54
Warehouse manager,Retail,Decreasing,High,128572.98,Associate Degree,7,1450,3116,0.02,14.95,Germany,63.79
"Accountant, chartered public finance",Transportation,Increasing,High,39202.33,Master’s Degree,12,5288,5827,65.3,73.55,Brazil,63.88
Clinical cytogeneticist,Transportation,Increasing,High,54632.82,PhD,15,3126,4664,9.0,28.95,Australia,55.14
Armed forces logistics/support/administrative officer,Manufacturing,Increasing,Low,94031.99,Associate Degree,20,7046,295,56.53,12.45,Canada,77.43
Data scientist,Manufacturing,Increasing,Low,60548.29,High School,7,469,9543,64.14,50.3,China,54.55
"Programme researcher, broadcasting/film/video",Healthcare,Decreasing,Moderate,126199.98,High School,14,8542,9051,22.01,89.35,Brazil,20.42
Museum/gallery exhibitions officer,Entertainment,Increasing,Low,80230.81,Associate Degree,18,2182,7866,32.77,72.96,Germany,57.49
Information officer,Education,Increasing,Moderate,98683.41,Master’s Degree,18,9488,4281,75.58,19.98,Australia,71.35
Music tutor,Education,Decreasing,Moderate,46424.92,Master’s Degree,7,1135,6455,78.79,54.15,UK,54.51
Adult nurse,Finance,Decreasing,High,73043.46,Bachelor’s Degree,6,7170,4965,89.16,4.68,Germany,71.13
Oceanographer,Healthcare,Increasing,Low,79398.51,Bachelor’s Degree,5,7275,2227,39.97,17.66,China,57.79
Futures trader,Transportation,Decreasing,Moderate,99763.95,Bachelor’s Degree,10,2339,258,37.13,19.18,India,49.54
Artist,Retail,Increasing,Low,104428.94,Master’s Degree,11,6836,9500,15.76,29.07,Canada,79.88
"Programme researcher, broadcasting/film/video",Education,Increasing,High,55553.52,High School,7,9712,7703,38.61,39.8,UK,78.99
"Therapist, horticultural",Transportation,Decreasing,High,99254.76,Associate Degree,0,984,3073,15.54,73.7,Australia,42.44
Database administrator,Finance,Increasing,High,62584.36,PhD,8,4721,1466,89.68,48.88,USA,37.88
"Engineer, manufacturing systems",Healthcare,Increasing,Low,108836.13,Associate Degree,7,651,4418,81.18,30.46,Australia,31.05
"Scientist, research (medical)",Healthcare,Increasing,High,147629.08,Associate Degree,6,3313,5964,51.12,19.21,India,52.48
Statistician,IT,Decreasing,High,130317.75,Master’s Degree,15,2448,9776,21.78,84.86,USA,50.11
"Engineer, water",Transportation,Decreasing,High,100741.35,Associate Degree,8,150,166,14.62,9.6,Canada,21.01
Prison officer,Healthcare,Increasing,Moderate,33770.89,Associate Degree,8,9589,5515,33.74,15.83,Canada,45.74
"Nurse, mental health",Transportation,Decreasing,Low,138260.4,Master’s Degree,8,4559,7825,86.68,57.2,UK,46.38
Forensic psychologist,Healthcare,Decreasing,Low,90254.94,Associate Degree,19,2668,6195,99.41,19.58,UK,69.83
Special educational needs teacher,Healthcare,Increasing,Low,59097.04,Bachelor’s Degree,5,5025,2340,52.51,52.63,Australia,31.87
"Radiographer, diagnostic",IT,Increasing,High,56035.13,Bachelor’s Degree,3,7299,4070,24.08,99.79,Brazil,79.0
"Horticulturist, amenity",Healthcare,Increasing,Moderate,45144.34,Master’s Degree,16,6389,4409,96.12,94.11,India,42.75
"Civil engineer, consulting",Finance,Decreasing,Low,62312.45,Bachelor’s Degree,2,2119,1799,57.67,27.47,Germany,45.82
Private music teacher,IT,Decreasing,High,38456.09,High School,17,9379,3148,34.78,88.43,China,22.62
Biomedical scientist,Retail,Increasing,Moderate,34657.24,Associate Degree,15,4017,2962,73.45,0.89,China,50.96
"Lecturer, further education",Retail,Increasing,Low,84046.4,PhD,1,5556,7030,55.3,40.12,Australia,63.11
Aid worker,Education,Increasing,High,67607.8,Associate Degree,2,2336,8165,21.15,29.09,UK,42.93
"Designer, graphic",Transportation,Decreasing,High,121080.79,Bachelor’s Degree,16,6896,8212,84.54,55.03,Germany,38.65
Higher education careers adviser,Finance,Decreasing,Low,107052.04,Bachelor’s Degree,12,9895,6521,77.52,23.97,India,43.78
Colour technologist,Finance,Decreasing,Low,93830.7,Bachelor’s Degree,17,8441,319,29.99,27.29,Germany,30.26
Freight forwarder,Manufacturing,Decreasing,Low,100644.19,Associate Degree,13,5636,4359,39.56,9.55,UK,73.66
Chiropodist,Healthcare,Increasing,Low,117734.24,Associate Degree,2,8655,1940,92.31,11.57,India,45.83
"Therapist, sports",Transportation,Increasing,Moderate,96288.33,High School,19,2124,4037,12.82,56.65,Brazil,31.56
Financial planner,Finance,Increasing,High,46400.03,PhD,19,1047,1381,2.28,36.21,UK,37.8
Consulting civil engineer,Manufacturing,Increasing,Moderate,30236.71,Bachelor’s Degree,18,1374,4024,54.72,58.38,Germany,51.47
Applications developer,Transportation,Decreasing,Low,138291.89,PhD,17,8288,9612,98.74,49.94,Germany,51.19
"Engineer, manufacturing systems",Manufacturing,Decreasing,Low,65339.01,Bachelor’s Degree,16,624,1937,78.59,5.39,Canada,59.91
Phytotherapist,Retail,Increasing,Moderate,100473.44,Master’s Degree,20,1848,9625,34.27,54.23,USA,24.22
Holiday representative,Manufacturing,Decreasing,Low,31604.81,Associate Degree,12,8520,7456,64.96,90.17,Brazil,41.79
Solicitor,Retail,Decreasing,Moderate,62631.73,Master’s Degree,15,2791,5574,46.67,12.64,China,55.42
"Administrator, arts",Finance,Increasing,Moderate,31298.25,Associate Degree,0,6806,9603,87.57,88.26,USA,65.86
Intelligence analyst,Retail,Increasing,Low,149186.83,Bachelor’s Degree,6,7452,7313,77.08,17.15,Australia,31.88
Barrister,Healthcare,Decreasing,High,33468.06,Master’s Degree,1,461,7920,5.45,16.61,China,50.58
"Teacher, special educational needs",IT,Increasing,Moderate,70377.53,High School,8,6943,6611,95.82,89.38,Germany,50.25
Purchasing manager,IT,Decreasing,Low,136504.49,PhD,18,6097,5952,15.71,18.38,UK,62.66
"Investment banker, operational",Healthcare,Decreasing,Moderate,75940.4,Bachelor’s Degree,9,3365,3686,15.25,1.13,UK,63.15
Trading standards officer,Healthcare,Decreasing,Low,46984.83,PhD,8,5732,7147,10.46,38.16,USA,51.12
Museum/gallery curator,Entertainment,Increasing,Moderate,102521.69,Master’s Degree,6,8560,1872,66.75,59.57,USA,44.04
Historic buildings inspector/conservation officer,Retail,Decreasing,Moderate,78861.98,Master’s Degree,3,3155,5865,30.72,12.66,Germany,31.47
Administrator,Transportation,Increasing,High,83656.84,PhD,17,2016,1484,73.93,98.06,Australia,73.51
Further education lecturer,Education,Decreasing,Moderate,80764.85,Associate Degree,13,1827,3123,71.75,81.61,UK,66.04
"Therapist, music",Transportation,Increasing,Low,87102.21,Master’s Degree,13,2650,1510,48.39,15.33,Brazil,42.91
"Engineer, production",Healthcare,Increasing,Low,116200.9,Bachelor’s Degree,7,3757,9523,22.32,53.96,Canada,71.14
"Surveyor, building control",Healthcare,Decreasing,Low,31023.36,Master’s Degree,8,3356,4843,39.45,69.77,China,46.89
Dealer,Transportation,Decreasing,Moderate,126221.13,Associate Degree,4,983,8446,71.28,44.37,USA,49.22
Trading standards officer,Entertainment,Increasing,Low,54336.61,Master’s Degree,20,3937,6555,76.64,22.32,Australia,50.08
Office manager,Manufacturing,Increasing,High,142466.64,High School,17,5126,8125,29.35,70.07,Canada,51.42
Public librarian,Finance,Decreasing,High,70888.85,Associate Degree,15,5219,7490,24.39,45.81,UK,78.83
"Engineer, aeronautical",IT,Decreasing,Moderate,77566.91,High School,10,5247,5889,68.25,79.02,USA,52.04
Horticultural therapist,Finance,Decreasing,Moderate,98612.46,High School,3,8265,2012,37.23,93.74,Brazil,54.4
Public house manager,IT,Increasing,Low,74223.71,Master’s Degree,8,9806,7840,33.5,33.18,India,75.76
Public house manager,IT,Decreasing,Moderate,129446.05,Master’s Degree,13,3282,760,20.65,17.29,India,25.73
"Surveyor, building control",Entertainment,Decreasing,Low,102760.9,PhD,14,196,4822,72.05,63.47,Canada,31.92
Electronics engineer,Education,Decreasing,Moderate,33957.48,Bachelor’s Degree,3,7587,1815,39.35,79.19,Brazil,38.17
"Designer, multimedia",Education,Increasing,High,79572.38,PhD,1,7291,7402,40.28,93.07,USA,45.8
"Exhibitions officer, museum/gallery",Entertainment,Increasing,Low,149409.04,Master’s Degree,16,7291,6284,30.14,9.82,UK,25.84
"Designer, furniture",IT,Increasing,Moderate,89825.17,Bachelor’s Degree,11,5287,6966,75.34,59.81,Canada,26.23
"Scientist, physiological",Retail,Increasing,High,130340.25,PhD,2,3601,1254,86.83,54.62,Australia,48.38
Air broker,Manufacturing,Decreasing,High,31629.18,Master’s Degree,12,5351,9399,89.99,74.16,India,57.45
Accounting technician,Manufacturing,Increasing,Low,98859.7,Bachelor’s Degree,13,5203,4499,91.39,51.84,Canada,65.14
"Pharmacist, community",IT,Increasing,Low,87365.78,High School,10,2877,9374,14.25,34.83,Brazil,41.89
TEFL teacher,Entertainment,Increasing,Low,107001.81,PhD,3,2179,7082,16.25,9.12,China,52.62
Theme park manager,Manufacturing,Decreasing,Low,131286.77,Master’s Degree,7,7553,9712,33.29,80.97,Australia,22.44
"Accountant, chartered certified",IT,Decreasing,Low,145866.27,Bachelor’s Degree,8,6044,3369,96.95,42.46,USA,67.28
Market researcher,Finance,Decreasing,Moderate,111558.29,Master’s Degree,9,2107,2889,61.82,28.82,UK,62.87
Teaching laboratory technician,Education,Decreasing,Moderate,66976.23,PhD,4,2707,4838,63.31,36.27,USA,36.97
"Horticulturist, commercial",Retail,Increasing,High,62273.86,Master’s Degree,18,5645,1286,9.5,21.99,Canada,27.01
"Programmer, systems",Entertainment,Increasing,Moderate,116881.14,Master’s Degree,14,9103,8940,66.38,14.2,Germany,68.43
Company secretary,Transportation,Decreasing,Moderate,140946.54,Associate Degree,17,1730,362,56.3,65.59,USA,33.99
Tax inspector,Transportation,Increasing,Moderate,59013.46,Master’s Degree,2,8407,3893,5.69,45.9,China,41.67
IT sales professional,Education,Increasing,High,99183.39,Master’s Degree,19,3999,6063,56.45,36.29,Australia,45.76
Occupational hygienist,Finance,Increasing,High,148407.56,PhD,20,3029,5546,26.89,52.7,UK,52.52
Personnel officer,Manufacturing,Increasing,High,134577.02,Bachelor’s Degree,1,6615,7493,92.86,59.07,India,37.36
Naval architect,Entertainment,Decreasing,Low,69519.06,Master’s Degree,3,4604,6635,36.59,90.36,India,74.66
"Administrator, charities/voluntary organisations",Education,Increasing,High,127656.54,Master’s Degree,5,9674,5515,25.0,67.59,China,36.42
"Runner, broadcasting/film/video",Entertainment,Increasing,High,35667.94,Associate Degree,1,6732,7153,83.33,71.14,Brazil,45.22
Waste management officer,Healthcare,Decreasing,High,146218.17,PhD,1,7345,2938,27.75,54.65,USA,42.52
Psychotherapist,Transportation,Increasing,Low,72456.18,PhD,13,3381,5322,23.71,82.4,USA,73.44
Local government officer,Education,Decreasing,Moderate,117569.01,High School,14,2107,8916,9.35,67.11,Germany,58.36
Contractor,IT,Decreasing,High,135943.15,PhD,11,4979,9969,50.89,21.29,USA,33.64
"Engineer, communications",Education,Increasing,High,114172.97,High School,1,4369,4232,78.45,74.32,China,29.1
Patent attorney,Entertainment,Increasing,Moderate,127410.34,PhD,0,7207,4239,8.0,38.92,Canada,51.94
"Psychotherapist, dance movement",Manufacturing,Decreasing,High,48054.48,PhD,18,8928,9156,85.54,77.95,Germany,47.18
Industrial buyer,Education,Decreasing,Moderate,84037.78,PhD,17,2042,1027,21.99,69.31,India,76.7
Publishing rights manager,Education,Increasing,Moderate,78098.97,Master’s Degree,9,2400,5649,12.91,58.15,Canada,64.97
"Psychologist, sport and exercise",Entertainment,Decreasing,Low,70356.73,Associate Degree,19,9420,6401,92.5,33.45,Canada,71.46
Armed forces operational officer,Retail,Decreasing,Low,124195.42,Master’s Degree,9,1063,2057,21.52,73.1,India,69.33
"Engineer, civil (consulting)",Education,Decreasing,High,82625.09,High School,3,5476,8924,88.66,12.71,China,24.85
Actuary,Finance,Decreasing,Moderate,82860.7,Associate Degree,18,1539,2270,42.97,90.83,Germany,69.01
Museum/gallery curator,Entertainment,Increasing,Moderate,36182.24,PhD,2,9898,9911,62.28,35.77,Brazil,61.96
Insurance broker,Entertainment,Decreasing,High,55399.07,High School,1,3270,1510,2.96,69.87,USA,26.09
Science writer,Healthcare,Increasing,Moderate,50656.8,Associate Degree,13,2146,8979,11.91,6.91,India,29.01
Arboriculturist,IT,Decreasing,High,64649.45,Master’s Degree,10,5612,6838,58.72,20.48,India,53.07
Architectural technologist,Transportation,Increasing,Moderate,54695.34,PhD,10,3943,6851,15.53,44.99,Brazil,55.64
Mudlogger,Healthcare,Decreasing,Moderate,42070.4,PhD,6,3551,6388,6.41,80.96,USA,40.32
Field seismologist,Healthcare,Decreasing,High,35496.47,PhD,20,4916,1723,25.77,65.87,USA,57.47
Production manager,Finance,Increasing,High,70628.55,High School,5,5642,9267,25.31,72.79,Brazil,31.99
Regulatory affairs officer,Education,Increasing,High,145274.67,PhD,13,5841,5542,82.68,30.39,Brazil,76.16
"Therapist, horticultural",Transportation,Increasing,Moderate,122143.56,Bachelor’s Degree,6,4790,7660,87.54,38.34,USA,77.71
Cartographer,Healthcare,Decreasing,Moderate,148417.89,Master’s Degree,1,4437,8079,88.06,6.12,USA,65.23
Research scientist (medical),Healthcare,Decreasing,High,111521.66,PhD,12,5160,5283,40.54,45.58,India,32.51
Stage manager,Retail,Increasing,High,148100.19,Bachelor’s Degree,16,5134,6222,88.66,26.76,India,31.43
Futures trader,Healthcare,Increasing,High,58893.5,High School,3,5930,1089,49.32,70.41,Australia,23.3
Copy,Retail,Increasing,Low,134949.88,Bachelor’s Degree,15,3262,1796,16.64,33.57,Canada,28.65
"Presenter, broadcasting",Manufacturing,Decreasing,High,81403.76,PhD,15,4223,9116,93.33,79.97,India,70.1
Risk manager,Entertainment,Decreasing,Moderate,146059.28,Associate Degree,4,6747,4928,29.05,79.35,USA,68.24
Marine scientist,Education,Decreasing,Low,147128.84,Master’s Degree,2,7574,5193,63.72,52.49,USA,44.37
Personal assistant,Education,Decreasing,Moderate,126210.06,Master’s Degree,5,9438,381,6.79,49.85,Canada,26.94
"Psychologist, occupational",Manufacturing,Decreasing,Low,61874.38,High School,7,5042,2888,69.65,69.68,Australia,27.89
"Scientist, marine",Entertainment,Increasing,Low,92077.07,High School,3,9107,5845,97.33,65.95,India,27.8
"Scientist, product/process development",IT,Increasing,High,49988.6,Associate Degree,2,7675,1009,4.93,89.32,Canada,69.14
Immunologist,Retail,Decreasing,High,58146.12,Associate Degree,2,6275,2757,70.05,2.12,Australia,69.88
"Psychologist, sport and exercise",Finance,Increasing,High,147189.64,Master’s Degree,13,404,6453,3.31,34.25,China,31.52
Academic librarian,Manufacturing,Increasing,High,90108.94,Master’s Degree,4,1216,7483,57.39,67.35,China,61.65
Site engineer,Education,Increasing,Moderate,39650.85,Master’s Degree,9,7298,2491,99.97,90.62,USA,29.52
Make,Healthcare,Decreasing,Moderate,101235.05,Associate Degree,15,2197,6648,43.73,26.35,India,75.43
Legal executive,Finance,Increasing,Moderate,107187.76,PhD,17,4543,9093,37.12,61.62,China,47.88
Bookseller,IT,Decreasing,Low,55152.87,Master’s Degree,15,9297,9765,34.54,40.38,India,35.99
Chief Operating Officer,Healthcare,Increasing,Moderate,87281.54,High School,9,9134,3354,7.7,74.83,Brazil,43.09
Homeopath,Education,Increasing,Low,134888.75,PhD,1,5320,6897,21.79,22.2,Germany,37.13
"Producer, radio",Retail,Decreasing,High,130230.21,Bachelor’s Degree,13,8307,9475,72.71,38.98,Germany,25.65
"Scientist, research (life sciences)",Retail,Decreasing,Moderate,142229.94,Bachelor’s Degree,12,5353,3349,47.39,2.91,UK,70.15
Public affairs consultant,IT,Decreasing,Low,57479.59,PhD,8,6777,2995,70.46,83.83,Canada,42.82
"Therapist, nutritional",Education,Increasing,Moderate,91459.81,Bachelor’s Degree,14,4660,5317,21.26,86.55,Canada,75.6
"Librarian, public",Healthcare,Decreasing,High,91505.84,High School,6,411,8751,3.28,21.92,Brazil,39.85
"Therapist, nutritional",Entertainment,Decreasing,Moderate,83404.62,PhD,17,4860,5370,83.21,35.91,Australia,62.69
Site engineer,Transportation,Increasing,High,71936.07,PhD,18,7414,636,73.67,77.26,India,50.78
Art gallery manager,IT,Increasing,Moderate,90456.4,High School,5,8394,9797,16.61,63.66,India,29.49
"Accountant, chartered certified",Manufacturing,Increasing,Low,91433.5,High School,12,264,4804,95.88,63.72,Brazil,55.8
Private music teacher,Healthcare,Increasing,Low,34330.13,PhD,6,8446,8334,34.71,78.23,UK,78.81
Police officer,Finance,Decreasing,High,85701.05,High School,3,7923,8126,2.67,20.3,India,36.41
Architect,Finance,Decreasing,High,39219.61,Master’s Degree,11,3379,4327,81.3,50.92,India,69.75
Technical author,Retail,Decreasing,High,95456.13,Associate Degree,4,7294,2382,81.86,66.4,Australia,70.72
Fine artist,Manufacturing,Decreasing,High,50407.75,Master’s Degree,5,7008,5408,38.87,9.91,Australia,76.4
Insurance broker,IT,Increasing,Moderate,101740.6,Associate Degree,20,8851,5218,86.82,64.43,Germany,67.03
"Engineer, production",Finance,Decreasing,Moderate,112696.04,Bachelor’s Degree,9,9025,8405,11.5,65.11,Australia,43.69
"Scientist, research (medical)",Retail,Increasing,High,69200.18,Master’s Degree,18,8183,2198,46.61,18.63,Canada,70.58
Hydrographic surveyor,Education,Increasing,Moderate,111204.42,Bachelor’s Degree,13,388,7404,1.87,7.58,Canada,32.2
Production manager,Education,Decreasing,Low,66773.35,Master’s Degree,1,2211,5441,57.76,44.22,Germany,78.35
Learning mentor,Education,Increasing,Moderate,124497.65,Associate Degree,20,2901,1725,79.56,14.32,Australia,73.2
Dancer,Entertainment,Increasing,High,86776.67,High School,20,5492,3805,73.87,88.0,China,43.92
Seismic interpreter,IT,Increasing,Moderate,148601.65,PhD,18,4603,3255,79.7,66.67,UK,75.81
Leisure centre manager,IT,Increasing,Low,81346.15,Bachelor’s Degree,9,7218,335,29.21,85.69,Germany,41.47
Chemical engineer,Healthcare,Decreasing,Moderate,45013.84,PhD,5,5889,6470,84.55,52.83,Brazil,73.75
Architect,Manufacturing,Decreasing,Low,112259.23,Master’s Degree,17,9006,7276,99.7,11.36,Germany,61.7
Field seismologist,Retail,Increasing,Low,67069.19,Bachelor’s Degree,8,2759,3269,12.86,35.98,China,32.95
Ophthalmologist,Manufacturing,Decreasing,Low,44500.57,High School,3,233,991,4.4,11.41,Canada,44.97
Press photographer,Entertainment,Increasing,Low,104768.8,PhD,11,1653,7616,12.77,8.56,India,67.21
Information systems manager,Entertainment,Increasing,High,128504.49,Associate Degree,13,5116,8931,67.75,65.44,Brazil,45.98
"Designer, blown glass/stained glass",Finance,Increasing,Low,106193.97,Bachelor’s Degree,16,6234,1642,50.28,89.96,Brazil,79.89
"Designer, furniture",Retail,Decreasing,Moderate,88757.85,High School,16,9501,8421,4.84,98.64,Brazil,30.63
"Lecturer, further education",IT,Increasing,Moderate,75075.71,Associate Degree,13,6022,2434,4.84,29.2,Australia,60.16
"Accountant, chartered management",Education,Increasing,High,141202.96,Master’s Degree,5,4599,7719,25.7,67.89,Canada,55.7
"Administrator, Civil Service",Transportation,Increasing,Moderate,100842.96,Associate Degree,5,2243,1817,80.04,10.23,Brazil,38.59
"Designer, interior/spatial",Entertainment,Increasing,High,134656.78,Bachelor’s Degree,17,517,9345,49.63,43.73,UK,31.03
Agricultural engineer,Transportation,Increasing,High,89731.73,Bachelor’s Degree,2,785,9687,46.51,50.09,China,50.18
"Conservation officer, historic buildings",Healthcare,Increasing,Low,37033.35,Master’s Degree,18,8455,8468,97.06,51.1,India,58.61
Animal technologist,Healthcare,Increasing,Low,125598.7,Master’s Degree,13,9542,8762,83.63,7.36,India,74.08
Neurosurgeon,IT,Increasing,High,145609.72,PhD,16,5023,4554,83.81,64.16,Germany,58.81
"Engineer, control and instrumentation",Finance,Increasing,Low,73340.23,Bachelor’s Degree,8,9733,3448,62.23,62.65,Australia,22.55
Advertising account executive,Healthcare,Decreasing,Moderate,55669.22,Master’s Degree,19,6610,255,4.04,95.62,China,29.08
"Scientist, research (physical sciences)",Entertainment,Increasing,Low,135325.49,Master’s Degree,12,1478,444,7.42,45.21,Canada,49.24
"Surveyor, rural practice",Healthcare,Decreasing,Moderate,146073.87,Master’s Degree,20,305,7855,69.66,15.21,Germany,39.93
"Radiographer, therapeutic",IT,Increasing,High,103504.42,Master’s Degree,7,5029,1638,2.32,48.89,Australia,62.16
Trade mark attorney,Education,Decreasing,Moderate,111898.62,Master’s Degree,11,6412,1018,59.8,37.26,UK,42.61
Magazine journalist,Education,Decreasing,High,67152.73,High School,19,4615,5774,0.12,81.28,India,60.21
"Psychologist, occupational",Finance,Decreasing,Moderate,84374.73,High School,15,3395,6813,46.45,36.08,Germany,61.33
"Librarian, public",Retail,Decreasing,Moderate,48781.83,Bachelor’s Degree,1,9316,3402,39.15,41.27,Germany,68.96
Communications engineer,Retail,Increasing,Low,80044.76,Master’s Degree,7,7653,625,91.36,88.71,Canada,57.44
Theatre stage manager,Education,Decreasing,High,97490.13,High School,4,6731,332,7.24,29.89,Canada,68.92
Psychotherapist,Healthcare,Increasing,High,113672.07,Master’s Degree,1,4479,4579,79.96,85.33,UK,20.25
Information officer,Education,Decreasing,Moderate,66363.32,High School,0,7363,4875,35.73,49.8,Brazil,39.28
Freight forwarder,Finance,Decreasing,Low,60497.59,Master’s Degree,0,5452,5165,45.47,65.57,Germany,24.89
Conference centre manager,Education,Increasing,High,134274.34,Associate Degree,5,2733,5063,75.68,55.26,Brazil,77.06
Computer games developer,Retail,Increasing,Moderate,47692.94,Bachelor’s Degree,7,5283,6804,81.25,16.11,UK,65.51
Interpreter,Education,Decreasing,High,53245.3,PhD,13,2823,8124,76.78,89.92,Brazil,51.83
Amenity horticulturist,Healthcare,Increasing,Moderate,60916.28,PhD,20,4724,962,73.88,19.24,China,55.18
Energy manager,Healthcare,Increasing,Low,85052.68,Associate Degree,12,9844,8984,83.05,62.17,Germany,32.75
Armed forces technical officer,Transportation,Decreasing,Moderate,102186.6,High School,9,6371,6241,25.65,55.51,USA,39.49
"Therapist, art",Manufacturing,Decreasing,High,132983.36,Bachelor’s Degree,18,4289,8928,22.16,14.91,Brazil,55.3
IT consultant,Healthcare,Increasing,Low,101681.42,Bachelor’s Degree,3,8442,4366,20.49,58.41,Brazil,50.94
Museum/gallery exhibitions officer,Education,Decreasing,High,141017.88,High School,11,8225,5776,23.99,22.0,UK,27.4
Clinical psychologist,IT,Decreasing,Moderate,105774.66,Master’s Degree,19,9160,5014,75.97,84.24,India,42.43
Secondary school teacher,Education,Decreasing,Low,52553.61,Bachelor’s Degree,5,3684,9236,75.9,61.44,India,53.86
Museum/gallery curator,IT,Increasing,Moderate,56551.48,Bachelor’s Degree,5,1169,6163,78.02,6.35,Germany,44.5
Social researcher,Entertainment,Increasing,Moderate,85835.03,Master’s Degree,6,7166,2986,21.26,7.03,India,48.09
"Engineer, civil (consulting)",Finance,Increasing,Low,118291.49,Bachelor’s Degree,17,6473,9960,94.77,33.56,USA,27.6
"Therapist, drama",Transportation,Increasing,High,91440.33,PhD,15,9765,2223,30.79,45.91,Canada,48.93
Games developer,Finance,Increasing,Moderate,147999.53,Associate Degree,2,1060,2836,86.83,82.69,Australia,56.66
Counsellor,Finance,Increasing,Low,65847.57,PhD,13,3253,274,73.27,61.82,Canada,50.38
Technical sales engineer,Transportation,Increasing,High,71802.38,PhD,10,1067,3312,91.51,86.8,Canada,35.31
Politician's assistant,Finance,Decreasing,High,35553.74,Bachelor’s Degree,1,7465,2049,8.6,87.1,UK,42.55
"Administrator, Civil Service",Finance,Decreasing,Moderate,144816.43,Master’s Degree,2,2883,664,79.63,12.05,India,71.45
Amenity horticulturist,Education,Increasing,High,122177.11,Master’s Degree,10,7471,3479,34.1,37.18,China,35.73
Pathologist,Education,Increasing,Moderate,33428.39,Bachelor’s Degree,15,7190,4341,27.24,44.42,Germany,48.66
Careers adviser,Entertainment,Decreasing,Low,102597.43,PhD,8,3807,106,2.12,14.66,Australia,60.64
"Psychotherapist, child",IT,Decreasing,High,108652.23,High School,1,4932,1448,40.44,15.8,UK,25.66
"Teacher, special educational needs",IT,Increasing,High,105296.61,PhD,9,1470,7712,20.12,77.04,China,49.84
Race relations officer,Healthcare,Decreasing,Low,36760.02,Master’s Degree,12,392,3742,13.07,53.87,Canada,39.46
Dentist,Entertainment,Decreasing,High,122179.13,Bachelor’s Degree,1,4668,2033,71.32,28.95,Germany,57.6
Geographical information systems officer,Healthcare,Decreasing,Low,43129.74,High School,1,8207,9016,60.68,87.48,China,69.93
"Therapist, art",Manufacturing,Decreasing,Low,50925.23,High School,8,6713,1092,6.24,53.01,China,63.1
"Administrator, sports",Healthcare,Increasing,Low,87451.45,Associate Degree,17,6267,9762,48.64,31.56,Brazil,23.83
Farm manager,Retail,Increasing,High,101365.55,Associate Degree,12,7379,1038,57.62,8.32,Canada,29.07
Petroleum engineer,Entertainment,Decreasing,High,87220.8,Associate Degree,18,8911,5950,67.57,94.98,UK,41.21
Computer games developer,Manufacturing,Decreasing,Low,50948.9,Associate Degree,20,5823,928,62.44,83.14,Germany,59.92
"Journalist, broadcasting",Education,Increasing,High,39332.13,PhD,11,2073,2882,42.73,65.46,Australia,69.47
Medical secretary,Entertainment,Increasing,Moderate,123180.6,PhD,2,9016,7890,42.86,4.06,UK,32.8
Chartered public finance accountant,Healthcare,Increasing,High,106101.08,PhD,9,4541,8408,72.45,72.67,India,75.71
Amenity horticulturist,Entertainment,Decreasing,Moderate,62600.23,PhD,16,5211,3624,4.16,43.49,India,28.41
Research scientist (medical),IT,Decreasing,Moderate,47453.03,PhD,6,6262,7420,11.7,23.73,China,42.69
Electrical engineer,IT,Increasing,High,61537.75,High School,0,3629,6943,17.94,83.22,UK,38.83
Tax inspector,IT,Increasing,Moderate,142767.23,Bachelor’s Degree,19,4159,2691,54.8,24.03,USA,66.41
Conference centre manager,Education,Decreasing,Moderate,119656.64,Master’s Degree,12,4918,8124,65.95,38.28,China,35.62
Clinical molecular geneticist,IT,Decreasing,High,120744.28,Bachelor’s Degree,12,8384,7320,30.17,60.77,Canada,37.48
Immunologist,Transportation,Decreasing,High,47598.84,Master’s Degree,13,6578,4848,37.99,79.01,China,62.86
"Merchandiser, retail",Healthcare,Increasing,Low,49373.55,Associate Degree,10,4954,1572,84.65,34.58,Australia,53.37
"Engineer, broadcasting (operations)",IT,Decreasing,Low,123060.47,Associate Degree,8,1736,1726,78.64,32.46,Canada,24.06
"Designer, furniture",Manufacturing,Increasing,Low,129187.9,PhD,15,2274,3219,41.47,56.07,Australia,66.67
"Programmer, multimedia",Transportation,Decreasing,Low,86523.35,High School,10,3542,5068,70.17,46.04,Canada,49.35
Financial manager,Retail,Increasing,High,47992.98,Bachelor’s Degree,2,4406,1468,58.4,30.05,India,32.95
Waste management officer,Education,Increasing,Moderate,54856.72,Associate Degree,5,1377,3771,7.93,79.13,Australia,57.53
Estate agent,Entertainment,Decreasing,Moderate,101309.7,Associate Degree,4,6597,6615,3.8,29.09,India,39.46
"Pharmacist, community",Transportation,Increasing,High,92053.0,PhD,10,6588,4780,17.28,23.57,UK,49.2
Psychotherapist,Healthcare,Decreasing,Low,128930.23,Associate Degree,3,7620,9086,3.22,83.7,China,26.28
Physiotherapist,Healthcare,Increasing,High,145972.0,PhD,7,7119,8459,65.2,8.08,Brazil,30.76
Advertising copywriter,Manufacturing,Decreasing,High,49338.29,Bachelor’s Degree,12,8547,2855,46.22,61.4,Canada,62.6
Leisure centre manager,Entertainment,Decreasing,Moderate,46727.37,Associate Degree,14,3457,400,39.92,96.03,China,27.43
Environmental manager,Healthcare,Increasing,Moderate,106867.79,Master’s Degree,2,2219,4006,57.12,14.45,USA,31.8
"Education officer, museum",Transportation,Increasing,Moderate,139750.19,Master’s Degree,10,851,9898,21.67,76.49,Canada,68.27
"Psychologist, occupational",Healthcare,Increasing,Low,54469.45,Bachelor’s Degree,4,2372,6205,4.25,96.5,Australia,20.11
Chiropodist,Manufacturing,Increasing,High,58143.21,Bachelor’s Degree,6,4809,7695,67.1,54.64,Germany,55.79
Mudlogger,Retail,Increasing,Low,57416.85,PhD,3,6549,9979,91.11,90.29,Canada,30.3
"Psychologist, prison and probation services",Manufacturing,Decreasing,Moderate,120931.11,PhD,3,9931,2088,15.4,36.33,Germany,30.45
Radio broadcast assistant,Manufacturing,Decreasing,Low,135365.67,Bachelor’s Degree,15,6134,9145,33.67,19.47,China,59.27
"Surveyor, mining",Finance,Decreasing,Moderate,149221.25,Bachelor’s Degree,11,4745,7201,88.0,12.8,Australia,41.82
International aid/development worker,Healthcare,Increasing,High,53997.05,Associate Degree,8,7615,4688,90.77,33.13,UK,71.54
Fitness centre manager,IT,Decreasing,Moderate,115805.64,PhD,18,4152,6303,83.04,82.02,Australia,43.61
Health and safety inspector,Transportation,Decreasing,Moderate,89216.55,PhD,8,9015,9735,65.58,71.84,USA,69.62
Architectural technologist,Manufacturing,Decreasing,Low,56570.09,PhD,9,2053,8541,75.5,22.88,India,29.33
Computer games developer,Healthcare,Increasing,Moderate,99343.11,High School,15,2261,8550,5.49,57.67,Canada,29.59
Data scientist,Education,Increasing,Low,133351.9,Associate Degree,13,7670,8878,95.56,3.34,Germany,45.53
Print production planner,Retail,Decreasing,High,32996.26,PhD,16,5542,5322,85.34,99.43,India,24.17
Systems developer,Education,Decreasing,High,140357.57,High School,0,2356,6065,37.19,72.33,Germany,33.27
Naval architect,Manufacturing,Increasing,Moderate,137516.83,Master’s Degree,18,5577,8915,55.98,97.98,Brazil,58.34
Sport and exercise psychologist,IT,Increasing,Low,32419.46,PhD,20,1093,1252,43.75,19.78,Brazil,24.02
Lawyer,Healthcare,Increasing,High,39014.16,PhD,1,7995,3643,83.95,51.81,UK,43.41
Airline pilot,Retail,Decreasing,Moderate,132510.23,Associate Degree,13,8775,9695,89.68,69.18,Brazil,30.15
Firefighter,Transportation,Decreasing,Low,97300.4,Master’s Degree,2,8280,8537,69.61,42.38,Australia,69.15
Dentist,Manufacturing,Increasing,Moderate,55508.58,High School,19,6922,6229,82.56,18.11,Brazil,48.55
Advertising account planner,IT,Decreasing,High,105431.82,Bachelor’s Degree,5,2262,2475,77.92,3.83,Canada,73.47
"Scientist, biomedical",Healthcare,Increasing,High,120797.88,PhD,12,7338,5482,79.56,20.12,India,59.18
Dance movement psychotherapist,Education,Decreasing,Low,147955.23,Bachelor’s Degree,16,4263,8020,77.22,50.66,China,58.3
Community arts worker,Retail,Decreasing,Moderate,88226.66,Associate Degree,1,1426,8488,29.11,18.13,Brazil,73.4
Psychotherapist,Education,Increasing,Low,144246.98,PhD,11,6651,1154,10.59,57.73,India,49.8
"Designer, textile",Finance,Increasing,Low,104276.52,PhD,10,3221,8013,30.56,12.72,China,22.9
Fashion designer,Manufacturing,Increasing,High,67275.45,Master’s Degree,14,845,7518,67.32,29.51,USA,24.26
"Surveyor, planning and development",Retail,Decreasing,High,70543.32,High School,5,943,6173,33.16,8.13,Germany,21.14
"Journalist, magazine",Finance,Decreasing,Moderate,36594.43,Bachelor’s Degree,7,3585,5953,70.99,62.29,China,78.13
Newspaper journalist,Transportation,Decreasing,Moderate,79881.67,High School,8,6764,2258,1.61,60.17,UK,33.13
Osteopath,IT,Increasing,Moderate,63561.73,Bachelor’s Degree,6,9603,4040,97.26,98.66,China,69.06
"Programmer, multimedia",Transportation,Decreasing,Low,101895.93,Associate Degree,5,6803,7305,17.04,0.36,India,70.79
Analytical chemist,IT,Increasing,Moderate,132949.61,High School,6,1754,9895,28.1,26.01,USA,76.39
Arboriculturist,Entertainment,Decreasing,Low,108632.78,High School,9,4779,1285,74.72,97.76,USA,71.53
Police officer,Transportation,Increasing,High,52713.28,High School,2,3521,9225,93.85,44.22,Canada,40.16
Web designer,Healthcare,Increasing,High,129561.66,PhD,20,2370,4704,55.89,76.18,Australia,66.03
Ecologist,Transportation,Decreasing,Low,88748.37,Associate Degree,14,5640,1517,37.68,91.54,USA,36.5
"Therapist, art",Retail,Decreasing,Low,43142.12,Bachelor’s Degree,15,6343,5005,51.99,80.15,China,61.49
Geophysicist/field seismologist,Education,Decreasing,Low,85997.24,Associate Degree,7,7152,2104,72.5,98.6,Australia,43.01
"Engineer, site",IT,Decreasing,Low,121405.87,PhD,14,845,8407,87.12,89.61,USA,78.72
"Merchandiser, retail",Entertainment,Decreasing,Low,75475.85,Associate Degree,17,1354,9652,55.09,0.26,Canada,20.54
Translator,IT,Increasing,Low,64734.05,Associate Degree,2,1049,8550,67.71,61.69,India,52.27
"Restaurant manager, fast food",Manufacturing,Decreasing,Low,146077.28,Bachelor’s Degree,20,9623,1169,89.41,35.5,USA,35.51
Land/geomatics surveyor,Education,Decreasing,Moderate,92882.07,Associate Degree,3,9837,2981,78.49,70.79,Australia,79.64
Biomedical scientist,Healthcare,Increasing,Moderate,53144.98,High School,12,1419,3319,27.58,7.0,UK,49.39
"Programmer, multimedia",IT,Decreasing,Moderate,65466.77,Master’s Degree,6,5176,8697,94.71,40.22,India,77.45
Contracting civil engineer,Education,Increasing,High,33515.78,PhD,4,4637,581,98.9,75.46,USA,39.64
"Therapist, occupational",Entertainment,Decreasing,High,119091.23,Associate Degree,15,4031,8141,23.2,91.69,Germany,20.84
Pension scheme manager,Retail,Increasing,Moderate,77052.61,Associate Degree,8,6089,5266,88.05,89.8,USA,24.5
Contracting civil engineer,Manufacturing,Increasing,Moderate,125778.65,PhD,13,5606,1841,84.89,63.8,Canada,47.29
Chief of Staff,Education,Increasing,Moderate,104707.72,Master’s Degree,3,9921,226,98.01,27.22,Brazil,47.81
Sales executive,Finance,Decreasing,Moderate,91976.26,Bachelor’s Degree,1,8578,350,24.32,57.93,UK,61.85
"Scientist, clinical (histocompatibility and immunogenetics)",Education,Decreasing,High,55903.07,Master’s Degree,17,4334,2844,37.74,14.73,Brazil,20.37
Television/film/video producer,Manufacturing,Decreasing,Low,124700.31,Master’s Degree,8,7087,3995,19.65,73.05,UK,49.82
Pensions consultant,Entertainment,Decreasing,Low,45355.89,Bachelor’s Degree,15,8207,9137,64.6,63.87,Australia,41.65
"Designer, television/film set",Healthcare,Increasing,Low,62281.08,High School,10,3382,8386,73.14,31.98,Canada,74.88
Manufacturing systems engineer,IT,Increasing,High,93303.64,High School,12,1156,746,67.21,84.77,Germany,47.78
Games developer,Manufacturing,Decreasing,Moderate,138490.83,PhD,8,4570,3930,78.49,57.86,China,70.08
Amenity horticulturist,Manufacturing,Increasing,Low,107315.97,Bachelor’s Degree,16,8211,7386,35.43,18.72,UK,60.03
"Production designer, theatre/television/film",Education,Increasing,Low,114113.45,PhD,15,9568,1891,86.66,70.52,Australia,26.46
"Clinical scientist, histocompatibility and immunogenetics",Entertainment,Increasing,High,99569.89,Associate Degree,8,3645,340,86.38,89.75,Germany,31.58
Forest/woodland manager,Retail,Increasing,Moderate,123234.42,PhD,1,7801,6160,79.35,91.46,Australia,30.02
"Designer, graphic",Retail,Decreasing,Low,128663.65,PhD,9,1929,959,79.21,91.41,Canada,70.77
Primary school teacher,Entertainment,Decreasing,Moderate,136127.85,Associate Degree,17,9975,1010,6.79,38.78,China,75.1
Risk manager,Education,Increasing,Moderate,36779.36,PhD,8,7426,7222,93.77,35.98,USA,74.54
Data processing manager,Manufacturing,Increasing,Low,121131.02,High School,15,2788,6319,86.77,4.28,China,31.77
Radio producer,IT,Decreasing,Low,140352.99,High School,10,9681,6332,3.78,67.54,UK,55.45
Higher education lecturer,Entertainment,Increasing,High,60460.08,Bachelor’s Degree,13,7488,1239,18.25,63.03,Australia,30.2
Television/film/video producer,Finance,Increasing,Low,123753.84,Associate Degree,16,2496,5048,85.96,73.51,USA,23.36
"Journalist, broadcasting",Transportation,Decreasing,High,128050.59,Bachelor’s Degree,7,1357,2299,2.23,44.35,Germany,46.84
"Administrator, sports",Education,Increasing,Low,115645.98,PhD,4,6593,1523,9.85,21.12,India,78.71
Financial planner,Entertainment,Decreasing,High,46237.28,Associate Degree,13,421,9619,59.72,36.57,India,28.01
Nutritional therapist,Entertainment,Increasing,High,35018.92,Master’s Degree,18,1273,6082,15.98,9.55,Canada,53.69
Warden/ranger,Education,Decreasing,Low,101745.42,High School,14,8306,2634,53.13,44.28,Canada,44.74
Scientific laboratory technician,Transportation,Increasing,Low,40392.21,High School,17,4952,8505,7.76,40.2,China,64.03
Customer service manager,Retail,Decreasing,Moderate,81367.58,PhD,12,6537,8015,33.3,56.39,USA,30.39
Interior and spatial designer,Finance,Increasing,High,62783.22,Bachelor’s Degree,10,8078,7611,23.28,27.01,USA,72.74
"Editor, commissioning",Healthcare,Decreasing,High,60888.25,Bachelor’s Degree,14,4942,8936,44.88,61.45,UK,30.58
"Engineer, structural",Transportation,Decreasing,Moderate,101326.33,Master’s Degree,15,5665,2268,58.19,72.72,Australia,70.32
Magazine features editor,Retail,Decreasing,High,106424.38,PhD,0,7890,3827,10.19,64.16,China,40.31
Geoscientist,Finance,Increasing,Moderate,118726.68,Associate Degree,1,9407,9152,0.67,41.69,Germany,34.87
Freight forwarder,Finance,Increasing,Low,91333.05,Associate Degree,17,5900,573,32.44,79.68,USA,41.77
"Geologist, engineering",Retail,Decreasing,Low,118149.53,PhD,7,3467,5180,85.3,36.85,Australia,54.29
"Scientist, marine",Finance,Decreasing,Low,38364.1,Associate Degree,16,4655,8270,81.14,83.32,Germany,32.64
Clinical biochemist,Retail,Increasing,High,135135.77,PhD,18,3703,7880,82.84,21.14,UK,72.6
Planning and development surveyor,Healthcare,Increasing,High,126334.17,PhD,1,3449,6279,87.38,81.65,India,22.49
Film/video editor,Education,Decreasing,Low,105674.41,PhD,5,4449,3564,74.82,22.28,Germany,66.96
Corporate treasurer,Finance,Decreasing,Moderate,59228.19,High School,5,589,6139,43.03,5.83,China,34.27
Health visitor,Entertainment,Increasing,Moderate,81860.19,Bachelor’s Degree,14,7459,7694,0.71,19.21,Germany,33.84
"Scientist, research (life sciences)",Education,Decreasing,High,49915.41,Associate Degree,2,7395,541,98.17,10.44,UK,40.34
"Scientist, marine",Entertainment,Decreasing,Moderate,105672.9,PhD,2,619,9237,24.0,56.09,Germany,64.85
"Accountant, chartered management",Entertainment,Decreasing,Moderate,119388.02,PhD,16,464,2841,94.39,52.57,India,39.63
Manufacturing engineer,Retail,Decreasing,High,127914.37,Bachelor’s Degree,3,8082,4541,51.87,77.75,Australia,30.36
Camera operator,Manufacturing,Decreasing,Moderate,108549.98,PhD,20,3822,4621,92.19,2.27,UK,72.01
Regulatory affairs officer,Healthcare,Decreasing,High,85944.13,Bachelor’s Degree,14,9140,3608,50.0,33.06,China,58.71
Counselling psychologist,Entertainment,Decreasing,Moderate,113494.92,Master’s Degree,5,7167,2659,27.23,93.48,China,34.83
Clinical molecular geneticist,Healthcare,Increasing,High,94505.56,PhD,10,9308,3440,40.77,11.86,Germany,28.49
Volunteer coordinator,Manufacturing,Decreasing,Low,80825.01,Bachelor’s Degree,0,9270,8137,17.22,19.82,China,25.16
Visual merchandiser,Retail,Decreasing,Low,88921.49,High School,14,7483,9380,10.42,37.41,China,41.86
Mental health nurse,Retail,Decreasing,High,52079.7,Bachelor’s Degree,2,7700,5468,74.24,46.08,Brazil,49.96
Ranger/warden,Manufacturing,Decreasing,High,99851.94,PhD,0,9653,1434,59.27,59.02,India,26.95
"Chemist, analytical",Transportation,Decreasing,Moderate,44908.96,High School,1,305,3493,42.69,55.05,China,60.75
Teaching laboratory technician,Healthcare,Decreasing,High,102813.63,Master’s Degree,3,1955,2318,11.45,64.45,India,34.95
"Scientist, clinical (histocompatibility and immunogenetics)",Manufacturing,Decreasing,Moderate,103993.55,PhD,16,571,9012,27.93,91.22,USA,29.52
Health visitor,Manufacturing,Decreasing,Low,99251.54,Master’s Degree,13,5646,9704,50.14,97.19,USA,24.26
Land/geomatics surveyor,Education,Decreasing,Low,62760.77,PhD,18,9240,3444,47.68,98.77,USA,23.93
Mechanical engineer,IT,Increasing,Moderate,113084.32,Master’s Degree,16,8119,1675,17.3,86.92,China,27.62
Child psychotherapist,Finance,Decreasing,Low,71268.73,Bachelor’s Degree,2,5123,2437,7.37,89.59,Brazil,31.22
"Teacher, special educational needs",IT,Decreasing,High,139593.63,High School,0,7057,1502,42.78,7.23,China,74.2
Leisure centre manager,Education,Increasing,Low,87387.74,PhD,2,8820,3538,47.95,74.97,Brazil,62.46
Public librarian,Transportation,Increasing,Low,89853.86,Associate Degree,10,1956,2179,25.98,99.91,Australia,65.92
Medical laboratory scientific officer,Manufacturing,Decreasing,High,32478.67,Associate Degree,17,3204,7280,63.56,91.93,Germany,23.4
"Scientist, research (physical sciences)",Healthcare,Decreasing,Low,78356.45,Master’s Degree,6,4117,7272,93.78,72.51,USA,67.16
Chartered public finance accountant,Healthcare,Increasing,Low,109487.55,PhD,7,8854,6238,22.84,5.77,USA,23.26
Police officer,Finance,Decreasing,Moderate,110591.0,Master’s Degree,20,1321,8839,43.59,36.18,India,21.15
Banker,Retail,Increasing,Low,74398.52,Master’s Degree,13,3261,7609,22.26,17.89,UK,54.68
Merchant navy officer,IT,Increasing,High,120358.63,Master’s Degree,9,8409,7778,14.12,55.63,Canada,40.34
Airline pilot,Manufacturing,Increasing,Low,33702.3,Associate Degree,6,4562,7032,27.8,67.23,Germany,55.07
"Designer, fashion/clothing",Manufacturing,Decreasing,High,84536.89,Master’s Degree,12,5211,5205,95.34,67.38,Brazil,31.58
Chiropractor,Retail,Increasing,Low,41432.25,PhD,10,3005,2028,24.98,71.51,Canada,61.84
Industrial buyer,Finance,Decreasing,High,116803.61,Associate Degree,14,104,5487,0.59,46.07,Germany,34.55
Ergonomist,Entertainment,Decreasing,Moderate,47415.09,PhD,7,5493,232,71.97,62.23,Australia,37.02
"Engineer, electronics",Education,Decreasing,High,75263.01,Bachelor’s Degree,6,8541,6079,23.83,44.87,Brazil,37.02
Horticultural therapist,IT,Increasing,Moderate,36486.7,High School,16,5054,5746,78.44,80.23,Australia,46.21
Metallurgist,Manufacturing,Decreasing,Low,77560.38,PhD,0,8601,1073,86.8,13.38,Germany,59.16
Lobbyist,Manufacturing,Decreasing,Moderate,58433.65,PhD,12,9412,3407,57.49,65.58,Australia,75.2
"Designer, textile",Entertainment,Decreasing,Low,93882.75,PhD,17,846,3621,42.22,75.78,India,57.32
Herbalist,Finance,Decreasing,Low,83827.52,Master’s Degree,20,5332,9013,28.42,63.21,USA,63.66
Physiological scientist,Finance,Increasing,High,128799.82,High School,11,329,9317,10.85,94.98,China,79.97
Ceramics designer,Manufacturing,Decreasing,Moderate,121736.97,PhD,16,9025,5883,39.36,18.99,Germany,50.66
"Journalist, broadcasting",IT,Increasing,Low,107994.35,Associate Degree,3,4503,273,39.65,75.55,UK,75.15
"Psychologist, occupational",Education,Decreasing,Low,104194.8,High School,13,7618,113,59.67,15.78,Brazil,77.78
Maintenance engineer,Finance,Decreasing,High,110698.85,High School,18,542,230,89.72,61.19,Germany,34.55
Ambulance person,Manufacturing,Increasing,High,138787.4,Associate Degree,20,5050,2084,16.62,12.06,UK,36.93
Maintenance engineer,Healthcare,Decreasing,Low,108595.58,Master’s Degree,10,4756,1941,48.99,41.37,Canada,64.21
Merchant navy officer,Manufacturing,Increasing,High,139676.0,Associate Degree,0,9537,9425,78.72,48.16,Brazil,75.33
Risk analyst,Finance,Decreasing,High,81118.56,Bachelor’s Degree,11,2897,5615,85.09,75.97,Australia,38.36
Health physicist,Education,Decreasing,Low,125507.28,Bachelor’s Degree,13,3912,1777,30.66,67.87,India,25.6
Electronics engineer,Retail,Decreasing,High,147909.27,Master’s Degree,15,5049,3895,60.15,77.59,Canada,44.01
Aeronautical engineer,Finance,Increasing,Low,149603.88,Associate Degree,1,1944,491,25.31,52.43,India,77.34
"Editor, commissioning",Healthcare,Decreasing,Moderate,73630.8,Bachelor’s Degree,3,371,5847,97.3,89.48,India,35.07
"Surveyor, mining",Transportation,Decreasing,Low,30307.62,Bachelor’s Degree,13,3999,4717,70.09,92.35,Germany,23.18
Research scientist (physical sciences),Finance,Decreasing,High,93225.83,Master’s Degree,20,410,2217,54.89,6.92,USA,57.86
"Surveyor, land/geomatics",Transportation,Decreasing,High,141883.07,Master’s Degree,11,448,2233,25.24,56.97,UK,38.58
"Physicist, medical",Entertainment,Decreasing,Moderate,99232.72,High School,20,3128,6389,21.29,46.33,Canada,35.0
"Scientist, biomedical",Entertainment,Decreasing,Moderate,39372.96,Associate Degree,18,1432,1477,29.35,84.94,Brazil,30.87
Human resources officer,Healthcare,Decreasing,Low,93495.04,Associate Degree,9,7021,4222,23.9,69.63,UK,24.93
"Administrator, Civil Service",IT,Increasing,High,72821.3,Bachelor’s Degree,14,3883,383,9.01,75.05,Canada,74.88
Music therapist,Manufacturing,Decreasing,Moderate,98362.66,Bachelor’s Degree,11,2508,9233,84.88,99.05,India,57.59
"Teacher, music",Healthcare,Increasing,High,99433.22,Associate Degree,16,895,5826,72.91,66.09,Canada,47.53
Agricultural consultant,Manufacturing,Decreasing,High,40274.02,Bachelor’s Degree,19,2258,1422,32.65,28.24,Brazil,71.17
"Sales professional, IT",Retail,Decreasing,Low,132806.23,PhD,15,9804,8080,51.49,41.94,UK,55.21
Lexicographer,Finance,Decreasing,Moderate,127146.67,Associate Degree,10,4504,5258,66.86,6.9,Canada,36.87
"Research officer, government",Finance,Increasing,High,32260.71,Master’s Degree,14,8090,8769,28.48,46.89,UK,26.47
"Conservator, museum/gallery",Retail,Decreasing,Low,118851.55,Associate Degree,6,7128,9127,42.54,76.57,China,28.04
"Scientist, biomedical",Education,Decreasing,High,73839.05,High School,2,6153,2427,89.58,78.71,UK,24.15
Seismic interpreter,Retail,Decreasing,High,111541.47,Master’s Degree,3,1909,8755,86.8,59.36,Germany,53.94
Chiropractor,Manufacturing,Increasing,Low,66780.15,PhD,9,4256,7949,84.14,67.75,USA,39.74
"Programme researcher, broadcasting/film/video",IT,Decreasing,Moderate,51853.23,Bachelor’s Degree,18,3537,6258,83.55,98.3,UK,39.7
Waste management officer,Entertainment,Increasing,Low,98799.27,High School,3,1292,4276,58.44,96.69,UK,26.65
"Scientist, audiological",IT,Increasing,Low,36424.54,Associate Degree,3,4396,8910,10.75,2.5,Canada,65.93
Dramatherapist,Healthcare,Increasing,Moderate,73047.78,Master’s Degree,19,8642,6532,52.98,65.27,Brazil,75.57
"Surveyor, insurance",Manufacturing,Decreasing,High,99872.26,Bachelor’s Degree,5,4480,9324,28.89,64.71,India,60.05
"Journalist, broadcasting",Entertainment,Increasing,High,40817.26,Bachelor’s Degree,16,5178,9941,24.59,59.2,India,44.63
Curator,Education,Decreasing,Moderate,86399.14,High School,13,9434,1669,14.55,5.69,USA,69.74
"Designer, interior/spatial",Manufacturing,Increasing,Low,44380.22,High School,1,1736,1143,3.78,79.34,Brazil,41.19
Chiropodist,Manufacturing,Increasing,Moderate,130178.98,PhD,3,635,8502,15.95,86.79,Canada,40.88
Bookseller,IT,Increasing,Moderate,66685.04,PhD,16,595,8149,91.15,12.6,Australia,23.55
"Designer, interior/spatial",Education,Decreasing,Moderate,142213.27,PhD,15,2764,1150,98.69,44.81,UK,79.21
Recycling officer,Manufacturing,Increasing,Moderate,126823.17,Bachelor’s Degree,7,3185,1635,5.1,63.39,UK,77.99
Product/process development scientist,Healthcare,Decreasing,Moderate,148174.75,PhD,9,9737,5861,92.44,91.33,UK,69.96
Community development worker,Finance,Decreasing,Moderate,68005.97,High School,7,9718,1494,64.15,46.53,Brazil,73.44
Pathologist,IT,Increasing,Moderate,112668.38,Bachelor’s Degree,19,734,261,18.07,5.94,China,27.25
Secretary/administrator,Retail,Decreasing,Moderate,65790.12,High School,11,7070,4778,54.62,90.65,Australia,64.07
Charity fundraiser,Retail,Decreasing,High,48481.81,PhD,20,5873,2324,45.89,60.12,Canada,53.92
Chief Executive Officer,Retail,Increasing,Low,49766.36,PhD,6,1503,2494,0.9,53.65,India,34.42
Community arts worker,IT,Decreasing,Low,120228.25,Associate Degree,16,6015,5642,15.3,56.65,Canada,56.18
Materials engineer,Manufacturing,Decreasing,High,79972.89,High School,5,269,9409,13.23,54.23,China,42.6
Customer service manager,Retail,Increasing,Low,96326.55,High School,16,1492,4397,83.69,51.99,China,51.3
Sports administrator,Retail,Increasing,High,120306.91,High School,14,5183,6294,32.42,36.79,Germany,40.79
Regulatory affairs officer,IT,Decreasing,Low,97173.73,Bachelor’s Degree,1,6574,1446,20.1,79.46,India,57.15
Systems developer,Entertainment,Decreasing,Low,100564.58,Master’s Degree,18,3405,7564,55.05,29.51,Brazil,27.82
Oncologist,Education,Decreasing,High,114211.02,Bachelor’s Degree,12,6301,922,41.28,87.31,USA,37.4
Actor,Manufacturing,Increasing,Moderate,107856.45,High School,1,2774,5341,49.18,61.28,Germany,48.26
Ophthalmologist,Healthcare,Decreasing,Low,68958.28,Bachelor’s Degree,1,6456,8508,93.08,61.98,Australia,74.17
"Surveyor, building",Entertainment,Increasing,High,131720.51,Master’s Degree,4,9840,9272,76.9,74.72,USA,50.22
Multimedia programmer,Healthcare,Decreasing,Moderate,133047.92,Bachelor’s Degree,1,9128,9671,42.67,2.82,UK,78.19
Theatre stage manager,Retail,Increasing,Low,73150.2,Associate Degree,16,4625,4361,1.34,34.97,Germany,57.63
"Surveyor, insurance",Entertainment,Increasing,High,65924.07,High School,7,5690,3531,22.72,75.54,USA,30.1
Chartered certified accountant,Education,Decreasing,Low,144050.09,Master’s Degree,0,6991,1110,47.5,77.49,Germany,23.41
Heritage manager,Education,Decreasing,High,68811.65,Associate Degree,0,2678,510,8.55,14.44,Germany,48.85
Clinical biochemist,Entertainment,Increasing,Moderate,37858.93,Master’s Degree,4,1343,3823,38.54,73.31,India,31.65
Investment analyst,Entertainment,Decreasing,High,51767.99,Associate Degree,10,8035,4975,31.74,17.97,India,74.4
Biomedical scientist,Entertainment,Decreasing,Moderate,143713.34,PhD,0,5137,2308,74.19,90.04,UK,34.03
Clinical biochemist,Entertainment,Increasing,High,73178.42,Associate Degree,3,4681,2597,10.14,38.66,China,62.37
Visual merchandiser,Manufacturing,Increasing,High,67279.47,High School,18,2919,6721,17.94,94.27,Canada,76.59
Product manager,Transportation,Increasing,Low,122729.97,Bachelor’s Degree,3,9780,1248,23.78,94.35,India,68.77
Ceramics designer,Healthcare,Increasing,Low,90432.62,Bachelor’s Degree,19,4467,5691,28.53,96.54,India,63.18
Music tutor,IT,Increasing,Low,114718.63,PhD,5,7820,7952,18.24,3.82,China,72.2
Stage manager,IT,Increasing,Moderate,128665.59,PhD,17,234,1972,98.86,42.31,Brazil,41.29
Database administrator,Retail,Decreasing,Low,66124.9,PhD,4,4288,3179,46.55,44.15,Australia,40.27
"Pilot, airline",Retail,Increasing,High,30442.56,Associate Degree,6,4710,4132,9.07,58.78,UK,33.27
Nature conservation officer,Entertainment,Increasing,Moderate,65626.36,High School,11,9219,8717,62.15,80.6,UK,24.3
Psychotherapist,Retail,Increasing,High,37779.05,PhD,9,5901,1257,44.77,81.22,China,56.93
"Lighting technician, broadcasting/film/video",Retail,Increasing,Moderate,61759.68,Bachelor’s Degree,8,3262,4488,60.16,3.17,USA,30.57
"Designer, furniture",Entertainment,Decreasing,High,66569.04,Bachelor’s Degree,3,7847,9973,94.21,18.71,UK,76.01
Osteopath,Healthcare,Increasing,Low,111118.06,PhD,7,5798,4236,7.2,30.7,Canada,75.29
Chartered legal executive (England and Wales),Education,Decreasing,Moderate,132721.39,Bachelor’s Degree,16,8723,7498,96.44,55.43,Canada,34.09
Music therapist,Healthcare,Increasing,High,135739.7,PhD,6,2920,1665,96.66,68.94,Australia,23.83
Chief of Staff,Entertainment,Increasing,High,46383.4,Associate Degree,16,6250,5497,15.9,4.6,Brazil,46.87
Proofreader,Retail,Increasing,Low,82054.19,PhD,0,4833,3440,58.49,88.65,USA,56.83
Multimedia specialist,Entertainment,Increasing,Low,95197.28,High School,2,4521,9552,65.86,70.56,Australia,32.77
Chartered accountant,Retail,Increasing,Low,135185.79,PhD,3,3351,7903,79.03,75.52,Brazil,51.15
"Designer, exhibition/display",Transportation,Increasing,Low,71483.07,Master’s Degree,16,5997,7152,61.28,13.02,Australia,77.6
"Surveyor, hydrographic",Entertainment,Increasing,Low,128294.66,Master’s Degree,19,2785,5215,69.25,81.53,Germany,43.53
Financial planner,Retail,Decreasing,High,30778.35,PhD,12,2663,8012,65.51,46.38,Germany,78.16
"Administrator, Civil Service",Manufacturing,Increasing,High,72193.44,Master’s Degree,8,6909,7810,24.13,28.86,India,39.61
Health and safety adviser,Transportation,Increasing,High,36922.65,Master’s Degree,2,2707,2303,30.77,72.92,China,39.89
Tree surgeon,Retail,Decreasing,High,40305.85,High School,0,4094,6588,89.44,14.33,India,35.4
Legal executive,Healthcare,Increasing,Moderate,128493.97,Bachelor’s Degree,9,1012,4722,86.28,44.63,Australia,27.0
Agricultural consultant,Transportation,Increasing,Moderate,104455.44,Master’s Degree,17,379,5601,93.27,10.79,Australia,55.16
Police officer,Transportation,Decreasing,Moderate,68310.7,Master’s Degree,8,7285,6317,11.76,77.43,India,39.49
"Engineer, automotive",Transportation,Decreasing,Moderate,38774.56,Bachelor’s Degree,2,7458,6831,65.33,53.81,Australia,50.09
"Nurse, mental health",Transportation,Increasing,Low,139787.81,High School,17,7474,9504,99.78,51.23,Australia,73.76
Fast food restaurant manager,Retail,Decreasing,Low,73351.51,PhD,9,7132,280,51.73,22.68,USA,76.33
"Engineer, building services",Healthcare,Decreasing,Moderate,100880.1,Associate Degree,15,9281,803,23.15,92.57,Australia,60.1
Pathologist,Transportation,Decreasing,High,137984.57,PhD,19,7102,8557,75.15,36.34,Brazil,54.88
Illustrator,Finance,Increasing,Low,119971.75,Bachelor’s Degree,17,2806,7578,14.15,36.01,USA,61.95
Geophysicist/field seismologist,Entertainment,Increasing,Moderate,116297.77,Master’s Degree,19,6616,3360,13.93,13.81,Australia,22.32
Art therapist,IT,Decreasing,High,66365.42,PhD,17,2650,1627,69.62,78.34,USA,33.05
Regulatory affairs officer,Manufacturing,Decreasing,High,70148.55,Bachelor’s Degree,15,539,2946,32.9,30.77,USA,58.93
"Designer, fashion/clothing",IT,Increasing,High,52593.43,Bachelor’s Degree,16,3441,6885,26.64,94.66,Canada,79.8
"Teacher, special educational needs",Finance,Decreasing,Moderate,149689.0,Master’s Degree,19,7517,2886,81.74,74.66,India,72.05
Senior tax professional/tax inspector,Finance,Decreasing,Moderate,32395.34,High School,3,6829,1457,95.57,4.12,Germany,44.07
Research scientist (medical),IT,Decreasing,Low,51188.91,Master’s Degree,9,7289,639,74.07,45.35,India,58.65
Clothing/textile technologist,Retail,Increasing,High,97076.07,Master’s Degree,0,2905,716,50.63,70.99,Brazil,77.24
Quantity surveyor,IT,Decreasing,Low,77129.15,Associate Degree,13,1212,3467,63.26,15.3,India,42.47
Medical secretary,Entertainment,Decreasing,Low,130794.84,PhD,10,5647,5314,0.17,43.95,Brazil,69.8
Wellsite geologist,Manufacturing,Increasing,Moderate,50502.35,Bachelor’s Degree,17,1116,9509,63.39,80.43,Australia,37.72
Fashion designer,Education,Decreasing,High,49420.6,High School,0,4263,9390,21.99,3.49,Germany,29.67
Tax adviser,Transportation,Decreasing,Moderate,38110.9,Master’s Degree,5,7213,8662,81.27,56.19,Australia,22.57
Cytogeneticist,Manufacturing,Decreasing,Low,140452.48,Associate Degree,10,8250,9944,68.77,80.52,Brazil,65.54
Gaffer,Education,Increasing,High,37737.09,PhD,4,9164,9283,8.55,53.1,Australia,54.22
Public relations account executive,Entertainment,Increasing,Moderate,82547.16,Associate Degree,7,3416,1955,6.49,83.27,USA,69.68
Hospital pharmacist,Healthcare,Increasing,High,93184.25,Associate Degree,18,1786,2292,28.09,63.72,China,58.15
Personnel officer,Healthcare,Increasing,Low,119762.78,Bachelor’s Degree,5,9843,1492,84.37,85.61,India,33.09
Associate Professor,Entertainment,Decreasing,Moderate,109521.75,Associate Degree,19,9550,1775,15.59,97.74,Canada,73.23
Sub,Education,Decreasing,High,80430.52,Master’s Degree,9,2727,3182,4.39,13.99,USA,50.69
"Presenter, broadcasting",Education,Decreasing,High,75197.09,PhD,3,8281,4283,5.28,66.46,UK,72.4
Water engineer,Finance,Decreasing,Moderate,60612.59,Master’s Degree,0,8430,8411,3.13,51.16,USA,79.05
"Engineer, building services",Entertainment,Increasing,Low,66275.27,Bachelor’s Degree,18,9811,1134,13.96,15.09,China,48.32
"Education officer, museum",Manufacturing,Decreasing,High,129520.79,High School,20,4277,221,93.85,14.58,India,44.19
Psychiatrist,Education,Increasing,Low,143669.04,Bachelor’s Degree,8,9612,2617,16.73,86.06,Australia,65.54
Fine artist,Healthcare,Increasing,High,43095.76,High School,3,2190,3782,86.2,71.45,Brazil,37.76
Marine scientist,Retail,Increasing,High,149848.37,Master’s Degree,8,5379,1430,91.59,0.07,UK,50.84
Learning mentor,Retail,Increasing,Moderate,49249.59,PhD,0,3228,535,38.64,3.98,India,20.5
Microbiologist,Finance,Increasing,High,90311.11,Associate Degree,19,8243,4276,31.55,81.5,UK,47.44
"Accountant, chartered management",Healthcare,Increasing,Low,131348.05,Master’s Degree,17,1125,483,5.73,41.32,UK,58.67
"Psychologist, clinical",Education,Increasing,Moderate,88114.13,Master’s Degree,17,6313,7080,0.16,16.41,Brazil,34.26
Psychotherapist,Retail,Increasing,High,97184.82,High School,19,1397,5235,51.69,34.68,UK,73.52
Advertising account executive,Retail,Increasing,Low,110486.38,PhD,16,3904,6261,44.7,16.4,USA,23.27
"Therapist, drama",Entertainment,Decreasing,Low,62045.98,Master’s Degree,6,7660,6599,66.74,79.36,USA,50.76
Air cabin crew,Finance,Increasing,High,104578.76,Bachelor’s Degree,15,2616,3205,83.48,2.64,India,31.34
Human resources officer,Finance,Decreasing,Moderate,145896.26,PhD,12,6547,3044,38.17,89.21,USA,64.26
Food technologist,IT,Increasing,Low,54996.32,High School,8,9067,8531,25.41,55.48,UK,40.11
"Producer, television/film/video",IT,Increasing,High,143117.91,Master’s Degree,10,7598,692,65.59,80.64,Australia,77.75
Fish farm manager,Finance,Decreasing,Moderate,90960.72,Master’s Degree,7,7372,3792,80.02,96.99,India,29.25
"Surveyor, mining",Retail,Decreasing,High,74463.07,High School,12,5033,9660,2.49,59.97,Brazil,35.58
Event organiser,Finance,Decreasing,Low,44406.75,Bachelor’s Degree,13,222,4725,51.67,5.27,UK,29.28
"Engineer, land",IT,Increasing,High,92093.14,High School,6,185,7372,50.81,37.33,China,20.65
"Chemist, analytical",Entertainment,Decreasing,High,105255.01,PhD,2,5639,9731,53.39,31.79,China,27.0
Occupational psychologist,Manufacturing,Increasing,Moderate,77219.78,Master’s Degree,10,3939,4927,11.8,14.26,Australia,65.64
Equities trader,Entertainment,Increasing,High,146540.95,Associate Degree,5,1655,6165,88.02,3.78,Germany,72.18
Osteopath,Transportation,Increasing,Moderate,82866.76,Bachelor’s Degree,6,3676,839,81.9,77.4,Canada,39.76
Broadcast journalist,Education,Increasing,High,95778.72,PhD,1,6355,6770,49.05,12.54,USA,50.0
Oceanographer,Finance,Increasing,Low,96755.18,Bachelor’s Degree,12,427,7188,35.25,51.74,China,48.53
TEFL teacher,Manufacturing,Decreasing,Low,135727.87,Bachelor’s Degree,16,2457,5651,83.87,7.14,UK,43.24
Site engineer,Finance,Decreasing,Moderate,61298.54,PhD,12,5353,7474,57.47,46.62,Brazil,68.1
"Engineer, structural",Finance,Decreasing,Low,97702.53,Master’s Degree,14,3803,6637,8.28,28.04,UK,60.64
Government social research officer,Finance,Increasing,High,129938.99,Master’s Degree,3,3013,300,62.84,56.4,China,68.1
Tree surgeon,Transportation,Decreasing,Moderate,34877.74,Master’s Degree,11,7361,3460,69.25,94.42,Australia,44.9
Charity fundraiser,Education,Increasing,High,94364.61,Bachelor’s Degree,3,5457,1279,52.92,68.73,Germany,44.08
Retail banker,Retail,Decreasing,Moderate,81826.81,Bachelor’s Degree,2,8004,8023,9.45,45.37,Brazil,42.61
Print production planner,Manufacturing,Increasing,Low,86871.3,PhD,3,1957,5259,74.93,64.04,USA,53.89
Commercial art gallery manager,Transportation,Increasing,High,141959.67,Bachelor’s Degree,18,5659,6207,1.63,97.13,Germany,57.34
Clinical cytogeneticist,Healthcare,Decreasing,Low,134918.6,High School,1,968,690,5.38,49.13,Germany,31.6
Proofreader,IT,Increasing,Moderate,100755.35,Master’s Degree,2,1496,3028,63.24,24.74,India,79.67
Building control surveyor,Education,Increasing,Moderate,49988.17,Bachelor’s Degree,12,5449,7225,38.41,77.53,Germany,31.24
Clinical embryologist,Education,Decreasing,Low,132950.08,Associate Degree,5,1387,4010,27.33,36.66,Canada,77.7
"Therapist, horticultural",Retail,Decreasing,Low,76297.08,Bachelor’s Degree,16,606,9746,66.79,53.24,USA,21.01
Geophysical data processor,Education,Increasing,High,103452.82,Master’s Degree,3,8414,1320,60.14,60.96,Australia,71.16
Hospital doctor,Entertainment,Increasing,High,93523.96,Master’s Degree,15,416,4745,69.62,90.66,Germany,40.62
Ceramics designer,Retail,Decreasing,Low,66392.42,High School,11,9613,8790,83.17,39.72,China,57.78
"Designer, industrial/product",Education,Increasing,High,53479.37,Bachelor’s Degree,9,5756,1314,26.54,22.69,India,78.08
Multimedia programmer,Retail,Increasing,Moderate,108901.43,Bachelor’s Degree,14,9019,8175,70.5,76.76,Canada,66.47
Electrical engineer,Entertainment,Decreasing,Low,112126.02,Master’s Degree,14,2807,5336,41.21,41.13,USA,71.14
Naval architect,Manufacturing,Decreasing,Moderate,63587.59,Bachelor’s Degree,17,3525,8439,69.56,99.05,Brazil,39.04
Town planner,Healthcare,Decreasing,Moderate,68273.79,PhD,12,523,9444,70.45,24.47,Germany,34.4
Print production planner,Healthcare,Increasing,Moderate,103144.41,Associate Degree,9,6086,7291,37.01,39.82,Canada,59.49
Land,IT,Decreasing,Low,98954.61,PhD,9,4533,7724,13.12,46.91,UK,60.82
"Pharmacist, community",IT,Decreasing,Low,56907.81,PhD,2,848,3763,90.87,5.75,Australia,20.19
Horticultural consultant,Finance,Increasing,Moderate,138473.0,High School,20,2117,9060,39.36,89.63,Germany,43.98
Armed forces logistics/support/administrative officer,Retail,Increasing,High,63266.98,Associate Degree,6,6108,2516,70.42,0.0,USA,53.43
Copy,Education,Increasing,High,71487.64,Master’s Degree,5,2278,5928,68.93,34.45,Germany,55.83
Museum/gallery exhibitions officer,Education,Decreasing,Moderate,55617.43,PhD,17,7525,7546,78.77,20.94,Germany,73.89
"Radiographer, diagnostic",Education,Increasing,Low,143213.86,PhD,10,5996,5211,38.07,73.09,China,61.78
"Scientist, forensic",Transportation,Increasing,Low,55883.81,PhD,12,5972,4850,13.19,79.84,Canada,26.45
Human resources officer,Healthcare,Decreasing,Low,108364.64,Bachelor’s Degree,17,3658,4125,88.38,11.07,Canada,56.82
Art gallery manager,IT,Decreasing,Low,108978.28,Bachelor’s Degree,14,9952,3009,86.64,67.04,Brazil,70.76
Senior tax professional/tax inspector,IT,Increasing,High,146477.05,Associate Degree,8,2861,3567,79.92,15.65,Canada,41.95
Call centre manager,Entertainment,Decreasing,Low,59645.72,Master’s Degree,6,7392,2173,43.26,73.07,China,24.68
English as a second language teacher,Education,Decreasing,Low,134309.7,Bachelor’s Degree,15,293,8115,25.3,42.09,UK,77.1
Analytical chemist,Transportation,Increasing,Low,79412.23,Master’s Degree,16,5404,209,74.79,47.25,Brazil,56.26
Public relations account executive,Education,Increasing,Low,36645.6,Associate Degree,20,6883,2904,21.27,13.3,USA,37.21
Theatre manager,Education,Increasing,High,123025.67,Bachelor’s Degree,13,2104,3041,74.39,3.5,Brazil,39.4
"Surveyor, land/geomatics",Healthcare,Increasing,Moderate,122849.13,High School,1,1043,9192,60.6,60.66,Canada,31.92
Lawyer,Finance,Decreasing,Low,35350.2,Associate Degree,3,542,5913,82.3,60.5,Canada,25.7
Risk analyst,Healthcare,Increasing,Low,76870.65,Master’s Degree,3,2397,5479,75.62,68.8,UK,30.8
"Research officer, trade union",Retail,Decreasing,Moderate,45633.39,Associate Degree,13,8261,8336,8.92,74.42,China,36.54
Museum/gallery curator,Transportation,Decreasing,High,137722.52,PhD,2,457,5691,49.49,25.63,UK,69.27
Materials engineer,Education,Decreasing,Moderate,130138.87,Master’s Degree,7,7736,5080,50.69,15.08,Germany,60.55
"Secretary, company",Transportation,Increasing,Moderate,69285.44,Bachelor’s Degree,20,8728,807,88.49,74.07,China,69.63
Investment analyst,Entertainment,Decreasing,High,101270.96,Master’s Degree,19,4939,9981,2.03,91.0,India,30.62
Site engineer,Retail,Increasing,Moderate,47092.14,Master’s Degree,14,968,7794,85.47,22.48,Canada,27.64
Advice worker,Manufacturing,Decreasing,High,76500.07,High School,14,4451,3075,97.95,2.01,Canada,57.79
Oceanographer,Retail,Decreasing,Low,138670.83,PhD,3,9135,369,55.94,18.64,Australia,77.44
"Teacher, secondary school",Retail,Increasing,Low,127834.68,Bachelor’s Degree,0,9690,4465,54.95,31.9,Germany,48.85
Sales promotion account executive,Entertainment,Decreasing,High,121712.17,Associate Degree,19,8867,5783,62.7,5.08,Germany,23.32
Best boy,IT,Increasing,High,116280.05,PhD,15,5878,692,26.28,91.46,Brazil,51.85
Psychotherapist,Retail,Increasing,Low,136735.8,Bachelor’s Degree,13,2471,2333,17.84,64.25,USA,36.03
Make,Finance,Increasing,Moderate,119560.68,Associate Degree,5,5337,2619,98.19,44.79,Canada,37.68
Barrister's clerk,Transportation,Increasing,Moderate,76989.2,Master’s Degree,2,1336,1661,36.18,37.94,Brazil,22.63
Licensed conveyancer,Entertainment,Increasing,Low,61300.54,Master’s Degree,15,5042,1959,1.02,94.16,UK,35.49
"Engineer, petroleum",Manufacturing,Decreasing,Moderate,79835.51,Associate Degree,5,5669,1582,65.33,35.0,Germany,35.82
Chief Executive Officer,Education,Increasing,Moderate,75968.18,Master’s Degree,8,1233,2355,25.24,45.07,Canada,32.76
Pension scheme manager,Retail,Increasing,Moderate,41259.63,Bachelor’s Degree,0,1454,5938,12.94,86.76,Australia,23.76
Industrial buyer,Retail,Increasing,Low,146595.29,PhD,7,8233,928,16.52,55.45,Australia,77.69
Fitness centre manager,Education,Increasing,High,66965.69,High School,4,1823,7860,81.98,2.55,UK,43.91
Forensic scientist,Retail,Decreasing,High,121551.98,PhD,14,6697,3631,95.51,72.06,India,62.79
Mudlogger,Manufacturing,Increasing,Low,47423.23,Associate Degree,3,6777,2501,67.81,81.3,Germany,43.74
Physiological scientist,IT,Increasing,Moderate,69146.6,Bachelor’s Degree,14,7739,5078,27.91,71.6,Germany,32.86
"Journalist, broadcasting",IT,Increasing,High,146032.55,High School,5,788,5855,2.52,47.8,Germany,62.82
Financial planner,IT,Increasing,Moderate,48846.16,Master’s Degree,1,546,7668,93.79,42.41,Canada,68.13
Technical author,Manufacturing,Increasing,Moderate,130102.93,Bachelor’s Degree,16,861,1188,86.06,18.83,India,36.42
"Scientist, marine",Entertainment,Decreasing,High,32005.52,PhD,7,8910,5618,51.99,92.54,Canada,24.2
Writer,Healthcare,Decreasing,High,112947.93,PhD,14,5892,3970,99.74,95.53,Brazil,25.92
"Editor, film/video",Manufacturing,Increasing,Moderate,119943.35,PhD,19,1130,6064,56.04,46.63,India,39.62
"Engineer, civil (consulting)",Manufacturing,Increasing,Low,36565.46,High School,4,1251,5663,93.85,15.14,Canada,32.49
English as a foreign language teacher,Finance,Increasing,Moderate,73913.54,Associate Degree,15,5142,9950,36.91,18.8,India,29.71
Insurance account manager,Entertainment,Increasing,High,131476.79,High School,16,9293,1117,86.64,79.36,UK,22.59
Gaffer,Finance,Decreasing,Moderate,38596.76,PhD,4,6326,8724,59.74,58.92,UK,45.41
"Designer, interior/spatial",Manufacturing,Decreasing,Moderate,129262.1,Associate Degree,4,6977,2372,75.95,13.97,India,20.41
"Geologist, wellsite",Education,Decreasing,Low,111827.46,PhD,13,7053,2172,71.66,96.02,Australia,45.09
Animator,Retail,Increasing,High,99564.75,Bachelor’s Degree,9,4310,9302,73.34,53.99,India,56.68
Barrister,IT,Increasing,Moderate,54052.83,Bachelor’s Degree,19,2240,9816,58.14,3.15,Brazil,46.02
Telecommunications researcher,Finance,Decreasing,High,137180.65,High School,17,1863,9125,62.04,84.36,India,49.56
Print production planner,Healthcare,Decreasing,High,74040.75,Master’s Degree,14,6695,8105,81.69,75.6,UK,64.49
International aid/development worker,Education,Decreasing,High,73621.27,High School,0,652,6065,34.78,2.57,China,48.2
Seismic interpreter,IT,Increasing,Low,108281.55,PhD,12,433,6810,46.79,73.61,China,73.74
Youth worker,IT,Decreasing,Moderate,34692.15,Associate Degree,12,4976,5946,30.58,53.67,India,61.59
Lexicographer,Entertainment,Decreasing,High,100887.01,Bachelor’s Degree,5,534,3788,48.86,73.29,USA,66.37
"Psychologist, occupational",Education,Decreasing,Moderate,109324.92,Master’s Degree,5,4073,2514,89.76,52.51,Brazil,22.98
Insurance claims handler,Transportation,Decreasing,Moderate,40897.27,Master’s Degree,20,8717,9159,70.82,27.41,China,29.56
Occupational psychologist,Healthcare,Increasing,High,58393.34,Associate Degree,5,984,9615,68.85,6.25,Canada,46.94
"Engineer, production",Healthcare,Decreasing,Moderate,37316.16,High School,10,2329,4272,26.37,50.61,Canada,48.11
Tourism officer,Entertainment,Decreasing,Moderate,41422.39,Bachelor’s Degree,20,8399,5455,48.19,42.11,Canada,46.61
"Accountant, chartered certified",Retail,Increasing,Moderate,118269.45,PhD,13,6191,1459,80.98,8.84,India,50.87
Nutritional therapist,Education,Increasing,Moderate,135210.95,Master’s Degree,10,3444,4682,10.4,40.68,Australia,43.4
Immigration officer,Finance,Decreasing,Low,137645.98,PhD,2,9422,1248,39.96,66.14,Australia,22.51
Broadcast journalist,Entertainment,Decreasing,Low,86162.17,Associate Degree,16,4561,6481,7.25,63.05,Germany,35.52
Theatre stage manager,Finance,Decreasing,Low,146304.11,High School,15,1500,8115,66.37,20.18,Brazil,74.05
"Scientist, marine",Healthcare,Increasing,Low,86073.53,PhD,9,8045,2701,29.67,17.42,India,58.55
Research scientist (maths),Retail,Increasing,High,80880.9,Master’s Degree,18,4851,6457,73.06,21.35,Canada,43.77
Financial manager,Education,Increasing,Moderate,89769.45,High School,15,3018,3525,49.56,44.21,Canada,56.77
"Teacher, primary school",Healthcare,Decreasing,Moderate,106680.56,Associate Degree,11,5755,362,89.48,75.01,Germany,79.26
Advice worker,IT,Increasing,Low,77931.47,Master’s Degree,15,4816,6354,35.14,46.47,China,36.35
Health and safety adviser,Transportation,Increasing,Moderate,103931.55,High School,17,342,9790,81.04,14.98,China,23.98
Community pharmacist,Manufacturing,Increasing,Moderate,114047.84,PhD,2,7578,5632,36.92,36.11,UK,49.78
Careers information officer,Entertainment,Increasing,Low,135823.29,Master’s Degree,14,1626,238,97.34,50.09,USA,63.88
Optometrist,Healthcare,Increasing,High,70970.97,Bachelor’s Degree,20,4899,812,22.49,16.17,China,22.49
Chief Executive Officer,Healthcare,Increasing,Low,95064.5,Associate Degree,7,9996,1279,34.69,66.0,Brazil,35.9
Clinical research associate,Finance,Decreasing,Moderate,148166.56,Master’s Degree,14,4496,8500,62.06,2.46,China,74.85
"Engineer, civil (consulting)",Retail,Increasing,High,86782.25,Master’s Degree,13,5684,7202,82.5,19.88,Australia,67.63
Personnel officer,Manufacturing,Increasing,Moderate,99501.92,Associate Degree,1,4344,6775,74.22,59.77,China,35.44
Dance movement psychotherapist,Finance,Increasing,Moderate,35324.72,High School,1,8614,7482,24.17,77.18,Brazil,41.18
"Lecturer, higher education",Finance,Decreasing,Moderate,74478.6,PhD,5,8051,4408,43.85,88.58,China,73.59
Agricultural consultant,Healthcare,Decreasing,Low,122958.1,High School,13,8165,1625,54.4,79.65,China,71.12
Hotel manager,Transportation,Decreasing,Moderate,79712.96,Bachelor’s Degree,14,4130,8730,51.31,27.56,Brazil,71.51
Diagnostic radiographer,Education,Decreasing,Moderate,118039.79,High School,10,6319,2832,86.69,87.18,Germany,23.85
Public relations account executive,Education,Increasing,High,123677.75,Bachelor’s Degree,17,2473,9802,86.45,75.32,UK,49.38
"Accountant, chartered certified",Retail,Decreasing,Moderate,97768.89,Bachelor’s Degree,12,1670,5880,76.83,92.73,China,42.13
Herbalist,Manufacturing,Increasing,Moderate,34789.38,Bachelor’s Degree,14,8521,4630,16.14,89.58,China,39.37
Sales promotion account executive,Retail,Increasing,Low,102117.2,Associate Degree,12,6800,1999,50.51,88.72,India,54.75
Retail manager,Entertainment,Increasing,Moderate,86741.58,Bachelor’s Degree,20,7153,5899,28.33,97.94,Canada,53.87
Air traffic controller,Manufacturing,Decreasing,High,41622.99,High School,14,7951,1220,69.07,41.63,China,46.2
Furniture designer,Finance,Decreasing,Moderate,121827.38,High School,8,1873,2855,30.34,63.37,Canada,45.83
"Conservator, museum/gallery",Education,Decreasing,Moderate,111418.92,Bachelor’s Degree,6,6366,4159,0.87,57.55,China,63.9
Chief Executive Officer,Education,Increasing,High,88469.54,Master’s Degree,5,4640,6928,96.8,1.2,Canada,43.3
Geographical information systems officer,Finance,Increasing,Moderate,71049.72,PhD,6,2097,283,73.96,67.11,USA,62.4
"Education officer, museum",Education,Decreasing,High,87836.83,PhD,3,1987,2958,60.16,86.54,Germany,38.53
Radiation protection practitioner,Transportation,Decreasing,High,67105.61,Bachelor’s Degree,1,9049,6369,76.23,34.15,Australia,70.32
Media planner,IT,Decreasing,Moderate,117929.89,High School,16,1710,8479,68.53,21.6,Australia,73.02
Counsellor,Finance,Increasing,Moderate,106357.94,High School,17,6954,7495,20.48,53.71,USA,40.25
Aeronautical engineer,Entertainment,Increasing,Low,85740.85,PhD,6,7317,5537,57.91,83.2,Brazil,24.27
Radio producer,Transportation,Decreasing,High,121462.29,Master’s Degree,18,4653,2528,99.12,82.32,UK,31.72
Electronics engineer,Healthcare,Increasing,Low,84514.39,Associate Degree,13,2129,3441,15.84,87.84,Australia,20.15
Fitness centre manager,Manufacturing,Decreasing,Low,83270.66,High School,3,9020,9105,35.32,56.5,USA,44.15
"Therapist, occupational",Transportation,Increasing,High,105090.81,PhD,1,4840,3975,13.78,51.98,Australia,72.69
Armed forces technical officer,Entertainment,Decreasing,Moderate,146169.12,High School,19,8625,9718,67.94,95.07,UK,20.49
Theatre director,Healthcare,Increasing,Low,53813.7,Associate Degree,0,3537,2111,20.8,92.01,India,74.61
"Civil engineer, contracting",Healthcare,Increasing,Low,68185.67,Master’s Degree,13,5447,1933,53.07,16.73,Australia,77.28
English as a foreign language teacher,Retail,Increasing,High,47172.58,Bachelor’s Degree,13,8800,9886,59.73,53.26,India,37.85
Media buyer,Education,Decreasing,Low,82056.07,PhD,3,7799,8024,87.28,76.95,USA,24.0
"Education officer, environmental",Transportation,Increasing,High,130906.58,Associate Degree,3,4385,1256,62.08,62.94,India,61.56
Building surveyor,Retail,Increasing,High,128749.34,High School,9,8181,122,86.87,17.2,Germany,47.72
Office manager,Entertainment,Increasing,Low,38005.99,Master’s Degree,7,6380,7081,93.14,62.8,India,46.08
Research scientist (medical),Entertainment,Decreasing,Moderate,65702.59,Master’s Degree,11,5505,6561,4.23,34.38,China,58.52
"Engineer, drilling",Manufacturing,Decreasing,Moderate,81431.34,Master’s Degree,13,3267,9203,40.9,59.11,China,38.45
Police officer,Entertainment,Increasing,Moderate,75969.84,Master’s Degree,10,4488,9782,31.68,59.34,India,78.16
"Designer, jewellery",Education,Decreasing,High,71814.09,Bachelor’s Degree,1,5937,8280,40.64,45.45,Brazil,61.71
"Therapist, drama",Healthcare,Increasing,Moderate,53535.37,Master’s Degree,20,2792,6127,67.84,98.19,UK,71.52
Higher education careers adviser,Transportation,Increasing,Moderate,125970.76,Associate Degree,2,4983,2381,49.28,46.9,Germany,42.71
Trading standards officer,Healthcare,Decreasing,Moderate,31148.73,Bachelor’s Degree,19,9723,6279,27.44,64.17,China,76.4
Musician,Transportation,Decreasing,Moderate,101454.85,High School,18,1634,4923,32.1,5.09,UK,62.12
Podiatrist,Entertainment,Increasing,High,65929.57,High School,20,4860,4644,75.82,42.14,Canada,45.05
Advertising account planner,Education,Decreasing,Moderate,45753.13,High School,3,646,1417,69.45,97.0,China,38.66
Risk analyst,Manufacturing,Decreasing,Low,32902.71,Associate Degree,3,2190,4920,1.9,27.63,USA,71.41
Agricultural consultant,IT,Decreasing,High,86505.25,High School,14,1292,2580,81.11,3.15,Canada,68.89
Information officer,Healthcare,Increasing,Low,127976.99,Bachelor’s Degree,15,9685,6880,53.3,9.74,Canada,62.24
Mechanical engineer,Manufacturing,Decreasing,Moderate,75534.88,PhD,4,5053,5151,29.97,24.57,Canada,30.46
"Producer, television/film/video",Retail,Increasing,Low,80530.47,Master’s Degree,0,578,2973,63.4,6.69,USA,39.74
Contractor,Healthcare,Increasing,High,40117.11,Bachelor’s Degree,9,4179,8295,64.19,94.27,USA,72.59
"Research officer, trade union",Finance,Decreasing,High,117569.45,Bachelor’s Degree,16,8742,3614,25.97,3.47,Canada,39.39
Technical brewer,Finance,Decreasing,Low,135646.86,Master’s Degree,13,8378,412,48.55,88.98,USA,32.71
"Engineer, production",Education,Decreasing,Low,121824.76,Associate Degree,17,4537,2737,58.63,71.68,Brazil,23.4
Financial risk analyst,Finance,Increasing,Low,63645.68,PhD,4,2569,709,56.56,10.7,China,31.74
"Sales professional, IT",Manufacturing,Decreasing,High,118947.7,Associate Degree,18,2689,9660,58.06,37.24,China,47.29
"Development worker, community",Education,Increasing,Moderate,135698.65,Master’s Degree,19,4775,4801,65.71,29.19,Australia,55.16
Surgeon,IT,Increasing,Low,139357.3,High School,11,2373,8516,37.43,26.01,Canada,32.0
"Engineer, structural",Transportation,Decreasing,Low,65925.21,Bachelor’s Degree,1,2066,3080,96.67,78.45,Canada,26.91
"Psychologist, prison and probation services",IT,Increasing,High,147818.87,High School,2,3039,3261,98.97,41.49,USA,30.05
Chief Strategy Officer,Entertainment,Increasing,High,136470.88,Master’s Degree,18,5457,3285,95.8,52.54,Canada,59.67
Clinical molecular geneticist,Retail,Increasing,High,112424.11,High School,13,1921,5790,45.06,84.96,Brazil,25.95
"Scientist, product/process development",IT,Decreasing,Low,130406.06,Associate Degree,17,263,9089,56.92,8.27,UK,78.95
Logistics and distribution manager,Manufacturing,Increasing,Low,147092.57,Master’s Degree,11,6766,6330,30.27,53.36,China,32.06
Osteopath,Transportation,Decreasing,Moderate,67327.02,High School,12,548,5210,82.63,23.5,China,50.83
"Engineer, biomedical",Finance,Decreasing,Moderate,103429.15,Associate Degree,14,607,9939,68.36,52.88,USA,22.7
Chief Technology Officer,Manufacturing,Decreasing,Low,117730.02,High School,17,8649,5573,67.62,43.38,Germany,51.28
"Therapist, horticultural",Transportation,Decreasing,Moderate,76665.09,PhD,8,9607,8616,91.04,35.51,Germany,79.7
"Engineer, mining",Finance,Decreasing,Low,106005.77,High School,0,236,7493,18.79,64.73,Brazil,46.4
Artist,Manufacturing,Decreasing,High,122130.1,PhD,13,4995,7468,4.08,58.27,UK,43.53
Psychiatric nurse,Transportation,Decreasing,High,68145.51,Master’s Degree,1,853,954,44.02,4.2,UK,35.16
Editorial assistant,Manufacturing,Decreasing,Low,54287.98,High School,4,9217,6171,50.8,44.87,USA,31.55
Diplomatic Services operational officer,Healthcare,Decreasing,Moderate,40039.37,High School,16,3937,7641,99.27,73.3,China,21.43
Electronics engineer,Education,Increasing,High,60116.7,Bachelor’s Degree,14,487,180,36.85,45.32,Canada,41.08
Psychiatric nurse,Transportation,Decreasing,Moderate,51309.59,PhD,6,515,9072,44.26,70.26,Canada,46.62
TEFL teacher,Healthcare,Decreasing,Low,99229.28,Associate Degree,4,1124,9627,87.19,82.52,UK,56.68
"Research officer, political party",Finance,Increasing,High,106862.15,Master’s Degree,9,2261,3629,60.02,3.27,Brazil,36.07
Television camera operator,IT,Decreasing,Moderate,109188.23,High School,7,1053,3426,98.96,47.32,Australia,22.44
Quantity surveyor,Finance,Decreasing,Moderate,97639.32,Master’s Degree,7,790,9135,12.93,62.09,Canada,67.4
"Production assistant, radio",Entertainment,Increasing,Low,64330.21,PhD,3,7227,8085,22.33,59.7,UK,20.05
"Engineer, maintenance (IT)",Transportation,Increasing,Low,33254.26,PhD,3,1576,2255,33.41,0.98,India,67.27
"Conservation officer, historic buildings",IT,Decreasing,Low,139356.47,Associate Degree,8,5724,7739,60.61,64.61,China,78.52
Communications engineer,Healthcare,Decreasing,Moderate,135488.24,PhD,7,2336,1281,21.87,94.02,Germany,78.2
Garment/textile technologist,Retail,Decreasing,Moderate,102966.44,PhD,13,9010,8048,49.85,85.54,Australia,44.71
Theatre director,Transportation,Increasing,High,129902.57,Associate Degree,8,7493,589,21.09,64.24,India,61.41
"Programmer, systems",Manufacturing,Decreasing,High,47440.01,Associate Degree,20,936,7426,50.29,4.36,Canada,50.01
Nutritional therapist,Healthcare,Increasing,Moderate,145797.8,PhD,10,3264,8051,93.74,66.12,China,32.55
Historic buildings inspector/conservation officer,IT,Decreasing,High,87082.95,High School,7,8928,6454,77.75,4.38,China,44.08
"Engineer, building services",IT,Decreasing,Moderate,73253.65,Associate Degree,0,8710,4448,0.06,85.68,Germany,70.62
"Therapist, drama",Manufacturing,Increasing,Moderate,38594.5,Bachelor’s Degree,11,7302,264,68.73,29.1,China,34.17
"Producer, television/film/video",Entertainment,Decreasing,Moderate,36280.4,Master’s Degree,12,2686,4965,73.19,60.6,India,48.66
Medical illustrator,Entertainment,Decreasing,Moderate,78431.5,Bachelor’s Degree,11,7601,2823,77.0,5.2,India,76.4
Arboriculturist,Education,Decreasing,Low,130151.95,PhD,2,1267,4913,62.09,3.34,Germany,79.97
Museum education officer,Entertainment,Decreasing,High,34622.7,Bachelor’s Degree,14,4073,2379,45.86,80.55,Germany,60.52
"Teacher, adult education",Transportation,Decreasing,Moderate,103198.79,Bachelor’s Degree,8,3586,1354,13.02,27.62,UK,63.75
"Therapist, sports",Healthcare,Increasing,Moderate,72799.01,PhD,8,7520,9849,33.75,89.72,UK,32.19
Air cabin crew,Retail,Increasing,Moderate,91414.55,High School,19,342,287,44.75,17.77,India,50.43
"Engineer, structural",Manufacturing,Decreasing,High,78654.78,Master’s Degree,16,4500,5186,98.64,65.46,UK,44.7
Barrister,Entertainment,Decreasing,Low,137510.18,PhD,16,9892,1329,92.04,32.85,Brazil,46.33
Colour technologist,Finance,Increasing,Moderate,32282.91,Associate Degree,6,8232,8202,59.34,27.23,Brazil,36.91
"Doctor, general practice",Entertainment,Decreasing,Moderate,59927.91,Associate Degree,7,6616,1031,91.57,71.14,Australia,66.55
"Merchandiser, retail",Finance,Increasing,Low,104169.87,PhD,8,8833,8280,47.75,84.5,Germany,43.11
Editorial assistant,IT,Decreasing,Low,101125.85,Bachelor’s Degree,16,1455,8103,12.81,41.92,Brazil,24.74
Engineering geologist,Entertainment,Increasing,Moderate,124944.38,Master’s Degree,0,3512,4599,19.46,15.89,UK,43.93
Technical brewer,Manufacturing,Decreasing,Moderate,40918.64,High School,0,8152,2617,53.89,38.68,Brazil,55.82
Bookseller,IT,Decreasing,High,73138.91,Associate Degree,20,181,7192,67.72,42.22,India,65.46
"Conservation officer, nature",Finance,Decreasing,High,34783.51,Associate Degree,0,2824,9740,2.82,89.9,Canada,29.73
"Lecturer, further education",Finance,Decreasing,Moderate,113760.94,Master’s Degree,8,8660,7866,33.85,33.08,Canada,66.42
Immunologist,Manufacturing,Decreasing,Moderate,149402.73,Associate Degree,19,3428,5690,1.12,56.59,USA,69.89
Chiropodist,Transportation,Increasing,Moderate,51597.99,PhD,9,5096,2150,68.42,11.01,Germany,24.68
Catering manager,Transportation,Increasing,High,59718.34,PhD,10,4783,530,23.4,93.06,India,42.35
Dentist,Education,Increasing,Low,54317.74,High School,2,7418,988,2.32,95.01,USA,56.44
"Designer, fashion/clothing",IT,Increasing,Low,100643.49,Associate Degree,12,789,3860,43.84,1.46,India,28.18
"Surveyor, planning and development",Retail,Increasing,Moderate,122730.05,Master’s Degree,19,9714,4559,71.6,92.26,India,26.79
Materials engineer,Transportation,Decreasing,Low,43537.31,Master’s Degree,6,7526,1937,60.17,84.42,Canada,67.2
"Engineer, chemical",IT,Increasing,Moderate,67332.38,Master’s Degree,17,2840,5848,97.46,66.48,Germany,35.23
Haematologist,Transportation,Decreasing,Low,68024.09,High School,1,665,2505,23.96,35.66,India,68.16
"Investment banker, corporate",Entertainment,Increasing,High,34845.26,PhD,6,6469,6263,62.8,18.09,Australia,38.26
Illustrator,Transportation,Increasing,Moderate,109110.29,Bachelor’s Degree,1,6141,1363,42.87,72.92,China,29.48
"Buyer, retail",Entertainment,Decreasing,High,68397.05,PhD,8,6585,2853,25.11,51.74,Brazil,78.35
Solicitor,Healthcare,Increasing,Moderate,98031.1,PhD,6,8193,4859,30.39,57.52,USA,42.76
"Engineer, control and instrumentation",Manufacturing,Decreasing,High,118127.57,High School,15,3833,1089,65.47,60.0,Brazil,28.5
Educational psychologist,IT,Increasing,Moderate,109464.6,Bachelor’s Degree,17,4259,7313,80.64,81.49,Australia,42.5
Retail merchandiser,Healthcare,Decreasing,Moderate,117087.1,PhD,9,7755,250,77.35,63.26,Germany,46.03
Museum/gallery curator,Retail,Decreasing,Moderate,52410.2,Bachelor’s Degree,17,325,3742,79.31,40.39,USA,74.9
Stage manager,Finance,Increasing,Moderate,42031.31,High School,9,2981,7966,97.19,99.62,UK,45.61
Politician's assistant,Retail,Decreasing,Moderate,40189.9,Associate Degree,13,1281,3245,86.92,96.41,Canada,35.81
Bonds trader,Healthcare,Decreasing,High,38084.54,High School,11,6673,2455,34.86,62.44,Brazil,51.21
"Production designer, theatre/television/film",IT,Decreasing,Moderate,149477.92,Associate Degree,16,1339,484,30.49,48.47,Germany,67.28
Tax inspector,Education,Decreasing,High,73903.98,Associate Degree,14,886,542,47.31,64.22,Brazil,72.13
Higher education lecturer,Entertainment,Decreasing,High,91446.77,Master’s Degree,18,7006,5950,98.87,1.98,UK,24.56
"Teacher, adult education",Finance,Decreasing,Low,39925.46,Associate Degree,7,1279,7934,52.88,25.9,Canada,23.65
Comptroller,Entertainment,Decreasing,High,128770.83,PhD,14,5646,8188,44.13,60.79,Brazil,37.51
Higher education lecturer,Entertainment,Decreasing,High,91480.39,Master’s Degree,18,9811,7535,70.02,78.44,Brazil,46.63
Dispensing optician,Education,Increasing,Low,144050.04,Master’s Degree,9,4667,6753,85.2,24.7,India,67.78
"Secretary, company",Finance,Increasing,High,36545.8,Master’s Degree,12,3882,8672,58.84,56.54,India,59.16
Occupational hygienist,Manufacturing,Decreasing,Moderate,53973.43,Bachelor’s Degree,17,7503,1529,23.08,64.27,China,71.89
Horticultural therapist,Entertainment,Increasing,High,125410.78,Associate Degree,20,8563,3086,48.89,19.69,Germany,30.07
Social worker,Entertainment,Decreasing,High,95351.83,Associate Degree,7,1738,5746,15.93,22.36,UK,29.79
Landscape architect,IT,Increasing,High,148563.48,PhD,0,4025,8896,40.03,82.95,Australia,26.4
Claims inspector/assessor,Retail,Decreasing,Low,95797.71,High School,9,2403,6953,40.11,61.62,China,50.18
Social researcher,Entertainment,Decreasing,High,62643.3,Associate Degree,17,330,6664,78.74,61.83,Canada,59.64
Meteorologist,Entertainment,Increasing,Moderate,56243.28,Master’s Degree,6,9118,7310,18.12,29.5,Australia,73.99
"Producer, radio",Manufacturing,Decreasing,Moderate,56541.2,PhD,12,9141,2112,47.57,56.02,Brazil,63.65
Horticultural consultant,Manufacturing,Decreasing,Moderate,145236.44,Bachelor’s Degree,7,3394,3056,64.84,1.61,Australia,38.56
Product manager,Retail,Increasing,Low,44178.43,Associate Degree,5,1279,6625,62.86,49.25,Brazil,21.0
Charity officer,Manufacturing,Increasing,Low,116367.62,High School,0,8671,5158,19.25,56.57,India,26.27
"Designer, exhibition/display",Manufacturing,Decreasing,High,107913.64,Master’s Degree,16,9434,7638,21.58,46.2,Brazil,61.7
Best boy,Entertainment,Decreasing,High,143471.35,PhD,1,2243,3701,41.8,88.51,Canada,59.93
Communications engineer,Education,Decreasing,Moderate,122170.63,Master’s Degree,14,3027,9693,51.6,64.85,Brazil,28.39
"Civil engineer, consulting",Entertainment,Increasing,Moderate,59511.65,Associate Degree,8,6592,9911,18.36,63.83,UK,64.78
"Production assistant, radio",Retail,Increasing,High,31534.8,Associate Degree,17,4105,4957,62.26,54.66,Canada,70.38
Osteopath,Entertainment,Increasing,Low,122897.78,PhD,8,677,2648,3.48,27.99,USA,42.74
Medical secretary,Entertainment,Increasing,High,117267.35,Bachelor’s Degree,12,3001,5729,32.67,59.01,Australia,63.12
Systems analyst,Transportation,Increasing,Low,112998.61,Master’s Degree,4,1241,8811,90.38,21.4,Brazil,75.95
Cytogeneticist,Entertainment,Decreasing,Low,144125.84,PhD,10,4390,1335,86.71,32.57,Australia,44.42
Insurance claims handler,Transportation,Increasing,Moderate,133782.4,High School,16,6104,2016,65.51,17.2,USA,55.17
Mental health nurse,Manufacturing,Decreasing,High,30110.44,High School,7,5068,4673,15.46,2.06,Australia,47.56
"Engineer, electrical",Education,Decreasing,Moderate,45583.44,PhD,8,3730,9256,20.27,53.79,USA,35.28
Environmental education officer,Transportation,Decreasing,High,38889.46,Associate Degree,16,7045,5488,68.81,10.44,China,38.34
Publishing rights manager,Retail,Increasing,High,50633.1,Bachelor’s Degree,12,2783,8467,9.31,66.87,Canada,67.02
"Engineer, technical sales",Finance,Increasing,High,127264.87,PhD,18,6501,7411,76.79,61.94,India,60.83
Academic librarian,Finance,Increasing,Moderate,68967.76,PhD,18,143,9961,20.38,94.18,India,27.83
Audiological scientist,Entertainment,Increasing,Moderate,51066.88,Master’s Degree,14,5025,2903,73.64,6.27,Germany,25.24
Medical secretary,Education,Decreasing,High,132160.33,Master’s Degree,7,7752,8450,95.3,24.89,Brazil,74.14
Mining engineer,Healthcare,Decreasing,High,98388.3,Master’s Degree,8,6982,8767,29.93,61.83,India,69.72
Chief Financial Officer,Entertainment,Decreasing,Moderate,40850.72,Master’s Degree,6,4178,2216,22.09,8.51,Australia,26.33
Quality manager,Manufacturing,Decreasing,Moderate,119532.59,Associate Degree,17,7011,8192,53.13,94.75,Canada,53.45
"Accountant, chartered management",Healthcare,Decreasing,High,128643.34,High School,0,4112,7053,38.78,73.18,USA,78.48
Intelligence analyst,Education,Decreasing,Low,116438.75,Bachelor’s Degree,15,7927,6920,23.58,54.69,Brazil,38.51
Accounting technician,Education,Decreasing,High,47594.09,High School,2,1377,8045,13.08,9.27,China,29.35
Telecommunications researcher,IT,Decreasing,Low,85638.6,PhD,18,4668,4676,74.5,55.03,UK,26.63
Farm manager,Transportation,Increasing,Low,92765.66,High School,8,6584,5708,68.28,20.74,Germany,41.39
Media planner,Healthcare,Decreasing,High,116485.13,PhD,19,1549,5275,18.77,40.66,UK,51.74
"Engineer, electrical",Healthcare,Decreasing,Low,108945.52,Master’s Degree,2,3003,8878,56.16,34.28,Australia,23.48
"Geologist, engineering",Entertainment,Increasing,Low,107503.38,Master’s Degree,11,5975,1721,31.87,78.78,Australia,77.91
Social worker,Education,Decreasing,Moderate,123135.47,Associate Degree,4,2232,2615,67.48,56.26,Australia,27.5
Mechanical engineer,Manufacturing,Decreasing,High,83311.19,Master’s Degree,7,8575,9280,69.92,22.7,China,33.46
Media planner,Education,Increasing,Moderate,117448.94,Associate Degree,19,1309,7799,50.07,16.29,Brazil,41.02
Broadcast engineer,Manufacturing,Increasing,Moderate,142217.42,Associate Degree,11,1233,1612,43.25,38.42,Brazil,23.73
Food technologist,IT,Decreasing,Low,148768.14,Associate Degree,16,4743,8553,90.18,29.26,Canada,24.17
Cartographer,IT,Decreasing,Moderate,83608.94,PhD,6,4002,6960,52.26,53.2,Canada,31.9
Press photographer,Retail,Increasing,High,122726.58,High School,16,1274,7284,27.92,10.0,Canada,56.85
Veterinary surgeon,Manufacturing,Decreasing,High,35736.21,Associate Degree,7,4689,1483,58.44,99.37,Australia,71.5
"Lighting technician, broadcasting/film/video",Manufacturing,Decreasing,High,71987.98,Master’s Degree,4,7918,8274,68.26,72.57,China,53.44
Building control surveyor,Retail,Increasing,Moderate,74151.5,Bachelor’s Degree,18,4108,7943,51.77,78.86,Canada,58.9
Corporate investment banker,IT,Increasing,Low,110060.8,Master’s Degree,19,3113,7356,3.43,76.9,Brazil,47.48
"Sales professional, IT",Entertainment,Decreasing,Low,74149.19,PhD,20,4586,666,85.06,70.1,Canada,57.88
Medical physicist,IT,Increasing,Low,85629.82,Associate Degree,17,3417,6027,62.91,58.09,Brazil,67.86
"Administrator, sports",Education,Decreasing,Moderate,143825.41,High School,15,2021,4137,78.07,83.54,Australia,77.19
Building control surveyor,Retail,Decreasing,High,96203.79,High School,3,9599,4416,55.43,45.5,India,63.26
Clinical research associate,IT,Decreasing,High,63731.12,High School,5,7353,3635,79.54,34.02,Canada,77.78
Occupational hygienist,Retail,Decreasing,Moderate,73913.45,Associate Degree,9,4732,7520,42.68,32.95,India,50.32
"Production assistant, television",Finance,Decreasing,Low,80370.88,Master’s Degree,14,4554,7071,3.54,65.55,UK,45.46
Television camera operator,Entertainment,Increasing,Moderate,92997.58,Master’s Degree,7,8534,4354,98.13,16.91,China,56.87
"Designer, textile",Healthcare,Increasing,Moderate,56678.73,PhD,6,5592,9787,91.32,11.43,Brazil,39.26
"Runner, broadcasting/film/video",Healthcare,Decreasing,High,86352.6,High School,19,6548,7203,73.02,50.53,China,42.68
Furniture conservator/restorer,Healthcare,Decreasing,High,57725.22,Bachelor’s Degree,9,268,3705,4.55,32.28,UK,29.4
Chartered public finance accountant,Manufacturing,Increasing,High,134615.02,High School,15,2356,3828,86.85,32.57,India,30.16
Soil scientist,Finance,Increasing,Low,107471.61,High School,11,9652,4581,19.82,47.92,Brazil,27.96
Commissioning editor,Finance,Increasing,High,61175.74,Associate Degree,8,8711,6830,38.42,91.28,Brazil,44.25
"Engineer, technical sales",IT,Increasing,High,143574.55,Associate Degree,6,2243,6492,28.02,82.3,Canada,27.99
Careers information officer,Transportation,Increasing,Moderate,115927.36,Associate Degree,3,2706,2123,38.13,75.6,Brazil,50.25
Hospital doctor,IT,Increasing,Low,113359.45,PhD,5,7740,8690,55.33,77.97,Brazil,23.29
Nature conservation officer,Healthcare,Decreasing,Moderate,135093.67,High School,4,6405,3532,70.33,60.29,India,34.76
Furniture conservator/restorer,Healthcare,Increasing,Low,130870.16,PhD,0,1989,8283,73.6,92.29,UK,75.41
Chiropractor,Entertainment,Increasing,High,66809.57,PhD,5,1562,576,36.8,39.4,India,46.35
Adult guidance worker,Healthcare,Decreasing,Moderate,100609.73,PhD,10,6175,616,50.99,92.64,UK,29.41
Youth worker,Finance,Decreasing,High,82806.69,Master’s Degree,6,4521,5077,30.93,3.32,Germany,45.93
Solicitor,Healthcare,Increasing,High,107449.7,Associate Degree,3,3712,5547,86.04,12.43,USA,41.58
Private music teacher,Finance,Increasing,High,103689.95,Master’s Degree,14,1221,3467,78.4,94.53,UK,49.68
"Engineer, aeronautical",Manufacturing,Increasing,Moderate,69271.86,Associate Degree,13,6399,8985,38.45,81.34,USA,61.92
Secretary/administrator,Healthcare,Increasing,Moderate,122575.01,Master’s Degree,16,2173,6661,81.74,7.09,Canada,47.62
Sports therapist,Manufacturing,Increasing,Low,82751.55,High School,13,2302,7727,12.48,58.73,India,46.6
"Engineer, production",Finance,Decreasing,Low,85110.15,Master’s Degree,7,4058,4870,48.01,46.55,Australia,40.96
"Pilot, airline",Entertainment,Decreasing,High,36649.5,Associate Degree,10,8143,8121,50.3,14.57,UK,45.89
"Psychologist, clinical",Manufacturing,Decreasing,Low,81706.54,High School,16,673,2077,86.32,73.98,Brazil,44.11
Minerals surveyor,Manufacturing,Increasing,High,97926.06,Master’s Degree,13,1840,7459,27.65,43.59,USA,71.26
Manufacturing systems engineer,Manufacturing,Decreasing,High,54244.35,Bachelor’s Degree,5,6534,7841,97.65,67.78,China,30.31
Mining engineer,IT,Increasing,Low,71329.69,Bachelor’s Degree,15,8643,3187,45.91,13.58,Australia,21.05
Adult guidance worker,Healthcare,Increasing,Low,55081.25,PhD,12,7359,991,61.93,99.92,China,37.52
Production manager,Finance,Increasing,Moderate,77877.93,High School,15,3428,1202,81.36,58.26,Brazil,46.33
"Chemist, analytical",Education,Decreasing,Moderate,82460.1,High School,2,7195,5555,28.17,70.07,UK,59.93
Fashion designer,Healthcare,Decreasing,High,42713.14,High School,3,6437,8683,5.94,60.5,UK,71.31
"Accountant, chartered",Healthcare,Increasing,Low,134182.66,Associate Degree,14,7642,2555,96.52,17.86,Germany,22.68
"Geneticist, molecular",Retail,Decreasing,Moderate,104366.85,Associate Degree,3,3905,5342,89.17,6.04,Australia,36.53
Agricultural consultant,Finance,Increasing,Low,107978.5,Associate Degree,0,5601,5346,90.81,85.3,Brazil,46.2
Oncologist,Education,Decreasing,Low,34869.35,PhD,5,6462,7777,79.14,61.55,India,21.24
Glass blower/designer,Retail,Increasing,Moderate,102711.15,Bachelor’s Degree,15,334,3932,76.45,43.25,Brazil,64.87
Arboriculturist,Transportation,Increasing,Moderate,44283.51,Master’s Degree,12,6017,6743,22.77,72.47,Germany,21.87
Data scientist,Finance,Increasing,Moderate,45319.41,Master’s Degree,5,1169,985,16.05,91.13,Germany,22.49
"Restaurant manager, fast food",Transportation,Decreasing,High,73628.97,PhD,12,2224,6603,37.07,77.78,China,47.86
"Engineer, mining",Entertainment,Decreasing,Moderate,95933.99,Associate Degree,3,7727,4922,32.66,85.28,USA,38.61
Psychotherapist,Manufacturing,Decreasing,High,106596.35,High School,15,9274,2489,58.53,31.56,Brazil,64.7
"Journalist, magazine",Healthcare,Increasing,Low,30904.88,High School,11,6851,3568,44.41,21.09,China,23.48
Patent attorney,Finance,Decreasing,Low,79225.53,Master’s Degree,12,4214,1523,84.94,59.19,Brazil,33.3
"Engineer, drilling",Healthcare,Decreasing,High,45384.34,High School,8,1354,3135,86.76,41.52,Germany,27.48
Radiation protection practitioner,Entertainment,Decreasing,Moderate,72091.2,Master’s Degree,9,6985,1796,14.45,46.19,USA,50.05
Print production planner,Healthcare,Increasing,Moderate,56175.33,Associate Degree,7,8084,3688,34.31,77.48,India,77.91
Computer games developer,Manufacturing,Decreasing,High,66013.88,Bachelor’s Degree,2,6972,4438,62.61,50.86,Australia,43.12
Teaching laboratory technician,IT,Decreasing,High,122488.14,Bachelor’s Degree,0,3956,7935,66.77,16.94,Canada,36.56
Estate agent,Entertainment,Increasing,Moderate,111755.12,PhD,3,2161,9330,32.24,87.78,Australia,43.53
"Accountant, chartered management",Education,Decreasing,High,111748.25,Master’s Degree,15,5626,920,97.02,66.83,Canada,74.63
Osteopath,Entertainment,Increasing,Moderate,69119.8,Master’s Degree,7,5742,2266,14.33,82.26,Germany,34.11
"Psychologist, prison and probation services",Manufacturing,Decreasing,Low,69162.29,Master’s Degree,17,5168,458,54.55,42.33,Brazil,71.63
"Surveyor, building control",Education,Increasing,Low,145642.76,Master’s Degree,9,5470,9817,6.14,42.92,Canada,62.58
Public relations officer,Healthcare,Decreasing,Moderate,44762.73,Associate Degree,17,4160,8425,2.02,43.53,USA,59.83
"Editor, commissioning",Retail,Increasing,Moderate,53613.17,Associate Degree,2,8499,2666,85.26,37.78,Australia,78.51
Artist,Education,Decreasing,High,137508.9,High School,4,551,4128,16.51,7.19,Germany,59.61
Financial risk analyst,Entertainment,Decreasing,Moderate,60872.79,High School,10,7619,7734,87.16,16.71,Australia,74.15
Medical secretary,Finance,Increasing,Low,144222.13,PhD,12,1656,6954,74.78,78.79,India,65.25
Bonds trader,Education,Increasing,High,93219.78,Master’s Degree,1,7174,5444,29.22,23.87,USA,23.13
Housing manager/officer,Transportation,Increasing,High,90256.64,Master’s Degree,14,637,3919,18.79,57.63,Australia,44.3
Advertising art director,Transportation,Decreasing,Low,42083.31,Master’s Degree,20,7251,9684,61.5,77.34,UK,24.96
Database administrator,Manufacturing,Increasing,Moderate,128937.9,Master’s Degree,4,4902,6943,86.69,0.87,India,40.09
Higher education lecturer,Retail,Decreasing,Moderate,136979.68,Associate Degree,13,2251,8687,66.39,62.39,Australia,27.78
"Psychologist, occupational",Education,Decreasing,Low,147881.36,Master’s Degree,11,4719,348,77.29,3.18,Australia,63.11
International aid/development worker,Retail,Increasing,Low,77594.62,PhD,0,3301,869,54.15,38.02,USA,70.5
Psychotherapist,Finance,Decreasing,Low,129756.97,PhD,0,8281,9294,82.89,51.65,Brazil,73.75
Arts development officer,Retail,Increasing,High,93917.93,Bachelor’s Degree,9,6650,6117,48.29,12.96,Brazil,72.69
Administrator,Finance,Increasing,Low,143641.05,Bachelor’s Degree,14,1459,8167,65.29,43.75,Canada,48.18
"Therapist, sports",IT,Decreasing,High,114341.07,Associate Degree,20,3600,5681,97.79,91.02,India,58.32
Advertising copywriter,Retail,Decreasing,Low,141083.75,PhD,14,4655,6542,3.8,93.8,UK,70.88
"Teacher, adult education",IT,Decreasing,High,138704.73,Associate Degree,6,3614,6892,85.58,63.48,UK,56.98
"Research officer, political party",Entertainment,Increasing,Moderate,74587.88,Bachelor’s Degree,9,4691,373,56.07,12.5,Canada,51.38
Media buyer,Manufacturing,Increasing,Low,51521.6,PhD,2,2252,1420,25.23,65.72,UK,33.27
Geographical information systems officer,Retail,Increasing,High,58161.58,PhD,3,2812,7324,62.37,10.29,Australia,76.56
Advertising account planner,Transportation,Decreasing,Moderate,104795.18,Master’s Degree,5,5481,7904,19.85,79.31,Canada,68.36
Furniture conservator/restorer,Transportation,Increasing,High,108021.99,Master’s Degree,16,8293,1801,29.2,64.28,Canada,44.59
Ambulance person,Finance,Decreasing,Moderate,93203.85,High School,18,8754,3979,25.02,96.13,Brazil,23.83
"Engineer, mining",Manufacturing,Decreasing,Moderate,52036.51,Bachelor’s Degree,7,2493,8158,15.19,68.28,India,43.35
"Doctor, general practice",IT,Increasing,Low,125372.21,Bachelor’s Degree,7,3094,7176,83.22,66.55,USA,24.97
Engineering geologist,Entertainment,Decreasing,Moderate,91105.46,Associate Degree,4,270,2553,55.32,57.44,UK,35.27
Engineering geologist,Transportation,Decreasing,High,34299.92,PhD,15,8531,5524,73.33,97.62,USA,24.86
Tourism officer,Healthcare,Increasing,Low,76995.59,Bachelor’s Degree,20,2352,1436,88.74,63.76,USA,39.7
Automotive engineer,Healthcare,Decreasing,Low,137395.7,Bachelor’s Degree,13,8598,3002,55.43,71.25,Germany,71.39
"Engineer, manufacturing",Education,Decreasing,Moderate,94493.37,Associate Degree,7,7360,4495,63.22,72.45,Brazil,70.3
"Accountant, chartered public finance",Entertainment,Increasing,Moderate,68593.6,Bachelor’s Degree,4,5407,5416,37.46,23.69,Australia,27.4
IT consultant,Entertainment,Increasing,High,41798.23,PhD,6,8729,733,94.79,74.83,Germany,42.25
Mining engineer,Finance,Decreasing,High,33967.88,High School,6,2623,2120,80.57,83.07,Germany,62.75
Aid worker,Education,Increasing,Low,87246.62,Master’s Degree,3,940,9659,31.37,50.04,Canada,51.31
Barrister's clerk,Education,Increasing,High,42986.72,High School,7,3604,5163,79.33,91.39,Germany,65.18
Physiological scientist,Healthcare,Increasing,Low,106718.68,Associate Degree,2,7062,9482,0.05,65.19,Australia,79.57
"Psychologist, counselling",Transportation,Increasing,Low,102554.18,High School,4,9062,4147,1.02,96.54,USA,23.78
Magazine features editor,Manufacturing,Increasing,Moderate,146032.62,Bachelor’s Degree,9,6995,7955,92.0,42.2,Brazil,77.73
Local government officer,IT,Increasing,Low,122398.17,Bachelor’s Degree,18,6332,8987,32.27,0.32,Canada,36.07
Psychiatrist,Finance,Increasing,Moderate,74674.83,PhD,8,7042,1398,7.63,82.43,Germany,28.98
Environmental education officer,Healthcare,Increasing,High,86658.9,High School,6,1520,178,26.49,27.07,India,32.86
Occupational psychologist,Transportation,Increasing,High,130669.66,Master’s Degree,3,687,619,86.11,96.06,USA,45.37
Newspaper journalist,IT,Decreasing,Low,149268.0,Bachelor’s Degree,8,5947,774,37.72,90.43,China,46.14
Outdoor activities/education manager,Retail,Decreasing,Moderate,146599.33,Master’s Degree,19,7566,6532,36.5,89.4,China,26.86
"Engineer, electronics",Retail,Increasing,High,55302.66,PhD,2,8199,8966,67.22,24.83,USA,45.7
"Solicitor, Scotland",Retail,Increasing,Moderate,39230.17,High School,5,2390,5897,46.55,65.65,UK,21.54
Control and instrumentation engineer,Healthcare,Increasing,Moderate,132723.29,Bachelor’s Degree,8,9103,7895,88.13,51.45,UK,53.69
Phytotherapist,IT,Increasing,Moderate,140170.02,High School,16,2296,6386,1.11,83.79,China,30.48
Publishing copy,Finance,Increasing,Low,45716.41,High School,10,8832,1361,11.56,69.99,India,26.69
Armed forces technical officer,Retail,Increasing,Low,60616.88,High School,16,9812,4872,46.13,72.32,Canada,32.78
Clinical cytogeneticist,Entertainment,Increasing,Moderate,132576.82,Bachelor’s Degree,0,2274,4014,49.94,35.47,Germany,66.73
Print production planner,Entertainment,Decreasing,High,140041.94,High School,6,6539,6540,39.54,45.91,China,61.94
"Social research officer, government",Finance,Decreasing,High,112276.5,PhD,8,8682,6443,48.21,87.22,Australia,61.2
"Engineer, electrical",Manufacturing,Increasing,Moderate,100217.09,Associate Degree,3,8493,6155,84.42,39.58,Brazil,65.92
"Engineer, electrical",Retail,Decreasing,Moderate,131667.16,Bachelor’s Degree,11,7047,9997,79.52,76.62,Australia,23.03
Film/video editor,Retail,Decreasing,Low,68710.45,Bachelor’s Degree,16,2803,7390,97.3,91.61,China,72.72
Publishing copy,Education,Decreasing,Moderate,143946.78,Master’s Degree,1,7551,8733,78.66,14.28,Canada,53.83
"Education officer, museum",Entertainment,Increasing,Low,85948.02,PhD,3,412,683,47.54,92.23,Canada,34.07
"Engineer, maintenance",IT,Increasing,Low,122104.65,Bachelor’s Degree,11,9247,3050,0.62,88.28,Germany,39.13
Ophthalmologist,Healthcare,Decreasing,Low,97498.13,Associate Degree,8,2185,3832,38.94,16.06,Brazil,68.54
"Therapist, nutritional",Healthcare,Decreasing,Moderate,129642.36,PhD,4,5902,9740,90.91,93.11,Canada,48.87
Youth worker,Education,Decreasing,Low,66537.04,Associate Degree,16,5801,8909,95.65,69.52,UK,54.77
"Scientist, research (maths)",Education,Decreasing,Low,36127.22,High School,16,3403,5641,0.8,40.98,Canada,56.07
Patent attorney,Transportation,Decreasing,High,110708.11,Master’s Degree,1,4678,6167,44.26,18.18,UK,32.7
Herbalist,Healthcare,Increasing,High,51544.82,Master’s Degree,3,101,3880,38.84,47.17,Australia,29.11
Quantity surveyor,Transportation,Increasing,High,48001.22,Master’s Degree,0,2748,2246,55.1,72.54,UK,73.22
Careers adviser,Education,Decreasing,High,103011.46,High School,5,1691,9984,95.92,12.73,Germany,76.39
Podiatrist,Retail,Decreasing,Low,92032.21,PhD,1,2648,9835,5.67,50.64,Canada,70.33
Telecommunications researcher,Entertainment,Decreasing,High,126634.05,High School,8,7707,8755,1.29,76.44,China,70.2
Higher education careers adviser,Healthcare,Increasing,Low,54239.59,Master’s Degree,8,9052,6194,31.94,59.98,Germany,69.94
Chartered legal executive (England and Wales),Finance,Increasing,Moderate,104811.81,PhD,11,5290,318,95.28,85.11,Brazil,68.69
Medical sales representative,Retail,Decreasing,Low,72389.04,Master’s Degree,10,7906,9623,74.44,77.41,Australia,76.0
Health and safety inspector,Entertainment,Decreasing,Moderate,77754.64,High School,1,915,7330,41.67,20.24,India,73.93
Air cabin crew,Transportation,Decreasing,Low,107303.95,Bachelor’s Degree,16,4273,6493,96.92,0.19,USA,64.55
Psychotherapist,Finance,Increasing,Moderate,117711.88,High School,15,8521,9831,79.21,72.34,Canada,78.93
Media buyer,Transportation,Decreasing,High,142812.54,High School,16,7601,6450,16.97,96.47,Germany,60.95
"Presenter, broadcasting",IT,Decreasing,Low,104635.7,Master’s Degree,12,3747,7428,30.44,67.12,Germany,66.4
"Therapist, speech and language",Entertainment,Decreasing,Moderate,32554.25,Bachelor’s Degree,1,1426,2794,76.84,36.5,USA,41.11
"Engineer, maintenance (IT)",Entertainment,Decreasing,High,88427.51,Associate Degree,13,7470,4421,11.53,48.05,Australia,74.15
Manufacturing engineer,Manufacturing,Decreasing,Low,56984.36,High School,4,3012,5740,45.87,21.64,India,27.29
Maintenance engineer,Manufacturing,Increasing,Moderate,89815.76,Bachelor’s Degree,19,4419,8956,48.29,91.27,India,24.91
Health physicist,Transportation,Increasing,Low,83775.87,Associate Degree,6,5602,4081,42.69,85.32,UK,72.25
Advertising art director,Retail,Increasing,Moderate,120314.82,Associate Degree,14,9779,7849,16.13,70.39,Canada,38.85
Medical sales representative,IT,Decreasing,High,85214.76,Bachelor’s Degree,0,4160,3251,54.11,11.75,China,76.07
"Psychologist, educational",Education,Increasing,Moderate,116689.3,High School,12,5091,5205,56.54,4.29,Germany,50.18
Diagnostic radiographer,Finance,Decreasing,High,118878.36,High School,20,6962,8445,89.59,2.4,China,32.96
"Research officer, political party",Healthcare,Increasing,High,36004.05,High School,2,6659,6915,94.48,91.54,Australia,47.17
"Psychotherapist, dance movement",Manufacturing,Decreasing,Low,34458.66,Master’s Degree,8,6489,5915,50.25,69.25,Australia,78.89
Pension scheme manager,Finance,Increasing,High,108217.48,Master’s Degree,15,2774,831,69.84,49.58,China,37.45
Farm manager,Manufacturing,Decreasing,Low,131126.25,Master’s Degree,8,1638,4590,41.24,83.98,Australia,66.95
Data processing manager,Education,Increasing,Low,115751.07,Associate Degree,9,2574,3424,71.99,6.16,USA,20.02
"Engineer, aeronautical",Retail,Increasing,High,73394.27,High School,5,6534,5011,70.13,77.67,Germany,66.72
Further education lecturer,IT,Increasing,Moderate,51015.76,Master’s Degree,20,9526,7662,1.57,34.53,Australia,71.79
"Therapist, nutritional",Education,Increasing,High,101285.81,Master’s Degree,4,4062,9818,83.37,28.14,UK,68.81
Medical laboratory scientific officer,Entertainment,Increasing,Low,43767.09,Master’s Degree,19,8613,9250,62.72,70.36,Australia,71.88
Adult guidance worker,IT,Increasing,Moderate,80627.74,Associate Degree,10,3407,2932,11.28,27.28,UK,33.57
Emergency planning/management officer,Retail,Increasing,Moderate,41061.35,High School,0,3492,4681,6.58,53.63,Germany,27.33
Magazine journalist,Entertainment,Increasing,Moderate,51440.75,PhD,16,8599,9946,49.3,5.36,Australia,43.21
Midwife,Transportation,Decreasing,Low,89073.94,Bachelor’s Degree,1,1178,3726,53.8,52.61,UK,63.12
Science writer,Finance,Increasing,Moderate,68678.33,Master’s Degree,9,7154,6100,39.12,49.8,USA,77.52
Orthoptist,Healthcare,Decreasing,Moderate,110795.64,PhD,2,7098,4241,71.29,58.63,Brazil,57.04
Operational investment banker,Retail,Increasing,High,128337.99,PhD,12,9116,8126,97.15,50.0,India,69.58
Regulatory affairs officer,Manufacturing,Increasing,High,142111.99,Bachelor’s Degree,16,3912,5918,19.67,48.38,UK,55.78
"Lighting technician, broadcasting/film/video",IT,Increasing,High,130613.32,Master’s Degree,7,9241,785,25.09,29.17,UK,67.06
Claims inspector/assessor,Retail,Decreasing,Low,80859.25,Bachelor’s Degree,4,2098,5303,65.59,53.92,India,46.11
Orthoptist,Transportation,Decreasing,Low,81025.52,Master’s Degree,2,8269,9808,83.99,25.56,Canada,48.06
Government social research officer,Transportation,Decreasing,Moderate,137794.7,Bachelor’s Degree,17,9984,284,33.17,46.14,USA,61.11
Museum/gallery exhibitions officer,Entertainment,Increasing,High,44330.59,Bachelor’s Degree,3,6210,921,90.17,60.26,Australia,30.54
Air broker,IT,Increasing,High,44407.71,High School,8,6740,9413,54.28,54.76,Germany,40.74
Commercial/residential surveyor,Finance,Decreasing,High,71996.05,Bachelor’s Degree,3,9402,3783,54.22,40.71,UK,64.83
Archivist,Finance,Increasing,Low,33158.83,Associate Degree,6,4578,6075,95.05,69.61,China,33.28
Charity fundraiser,Retail,Decreasing,High,109506.09,Associate Degree,9,4643,2794,71.02,36.61,China,39.4
"Teacher, music",Healthcare,Increasing,High,31156.04,Bachelor’s Degree,15,648,141,92.83,49.74,Canada,67.66
"Designer, industrial/product",Retail,Decreasing,Low,133361.54,PhD,7,4682,3637,96.04,32.78,USA,59.55
"Designer, interior/spatial",Manufacturing,Increasing,Low,30846.87,Master’s Degree,5,8912,4090,14.0,70.92,Brazil,76.19
Press photographer,Education,Increasing,High,90872.57,Bachelor’s Degree,10,5649,8895,98.0,90.59,Germany,63.05
Art gallery manager,Finance,Decreasing,High,148432.46,High School,2,8461,5484,35.11,27.31,Australia,76.2
Illustrator,Manufacturing,Increasing,Low,93193.17,Master’s Degree,3,2131,8344,53.21,44.71,USA,20.15
"Solicitor, Scotland",Entertainment,Increasing,High,107045.17,Bachelor’s Degree,13,1645,198,13.89,28.89,Brazil,48.41
"Designer, interior/spatial",Retail,Decreasing,Low,55971.28,Bachelor’s Degree,6,361,8321,85.8,11.37,Brazil,36.06
Commercial horticulturist,Entertainment,Decreasing,Moderate,147954.14,Master’s Degree,4,1981,5114,17.86,66.44,India,48.39
Fish farm manager,Entertainment,Increasing,Low,132697.56,Associate Degree,10,8970,3228,54.79,29.79,USA,65.87
Chartered legal executive (England and Wales),Education,Decreasing,Low,72058.93,Associate Degree,7,2457,1974,79.25,50.31,Germany,22.84
Aeronautical engineer,Finance,Increasing,Moderate,73916.3,Associate Degree,3,5245,4056,21.43,8.89,Germany,70.37
Risk analyst,IT,Decreasing,Low,53898.85,Bachelor’s Degree,15,205,512,17.29,99.96,USA,59.33
Forensic psychologist,IT,Increasing,Moderate,144702.09,High School,8,3073,4981,61.29,28.3,UK,41.71
Plant breeder/geneticist,Entertainment,Increasing,Moderate,112730.19,PhD,11,6783,3110,99.69,7.34,Australia,24.51
Pension scheme manager,Retail,Increasing,Moderate,128621.35,High School,19,6448,7375,66.9,88.39,Australia,75.99
"Biochemist, clinical",Finance,Increasing,Low,98565.05,Master’s Degree,18,5890,6578,1.09,19.62,UK,76.57
"Presenter, broadcasting",Retail,Decreasing,Low,53353.56,Master’s Degree,6,3886,3959,58.66,39.69,Canada,29.38
Chiropractor,Retail,Increasing,Low,97289.63,PhD,16,8274,7281,76.4,44.26,USA,50.75
Chief Executive Officer,Finance,Decreasing,High,70192.33,Associate Degree,13,1457,1119,43.98,74.61,China,54.47
"Scientist, research (life sciences)",Manufacturing,Increasing,High,43239.51,Master’s Degree,12,4469,5256,33.09,84.03,Germany,77.52
Emergency planning/management officer,Finance,Decreasing,Moderate,97185.1,Master’s Degree,9,9706,7432,81.66,14.59,Brazil,35.01
"Engineer, water",Healthcare,Increasing,Low,85149.69,Associate Degree,5,7503,2667,19.03,48.9,China,35.28
Media planner,Education,Decreasing,High,139694.31,Bachelor’s Degree,18,8058,6251,93.17,8.38,China,41.39
Neurosurgeon,Healthcare,Decreasing,Low,119828.47,Master’s Degree,6,8333,5155,29.96,67.13,Brazil,30.69
English as a second language teacher,Education,Increasing,Moderate,100308.0,High School,3,8567,4282,29.71,74.4,Brazil,55.83
Production engineer,Manufacturing,Increasing,Moderate,76013.9,Bachelor’s Degree,9,9817,7133,89.86,48.57,Australia,36.72
Professor Emeritus,Manufacturing,Increasing,Low,82954.27,Associate Degree,1,6680,6195,20.1,43.12,Germany,41.78
"Psychologist, clinical",Manufacturing,Decreasing,Moderate,109983.59,Bachelor’s Degree,8,5937,2074,7.01,64.98,Canada,23.33
"Producer, radio",Education,Decreasing,High,101457.79,Master’s Degree,15,5778,8881,4.97,47.05,Germany,57.95
Wellsite geologist,Manufacturing,Decreasing,Moderate,105256.34,Bachelor’s Degree,17,3286,2830,30.31,2.57,UK,74.52
Medical technical officer,Finance,Decreasing,Low,72344.68,PhD,17,8854,768,24.68,12.08,Germany,50.28
Geophysicist/field seismologist,Retail,Decreasing,High,148220.38,Master’s Degree,5,767,4885,35.72,59.07,Brazil,23.77
Logistics and distribution manager,Education,Decreasing,High,49963.8,Master’s Degree,7,796,5455,17.57,93.62,Brazil,64.74
Herpetologist,Education,Decreasing,High,103042.4,Bachelor’s Degree,9,261,1803,54.94,18.47,USA,41.73
Trade mark attorney,Education,Increasing,Low,126460.41,High School,9,5353,1792,99.45,16.11,UK,24.49
"Engineer, production",Education,Increasing,High,129241.94,Associate Degree,5,6244,2408,35.92,60.75,UK,31.22
Animator,Healthcare,Decreasing,Low,52515.57,PhD,18,913,8162,54.73,95.3,China,47.8
Clinical biochemist,Finance,Decreasing,High,65902.97,Associate Degree,1,4687,5084,6.81,88.02,Germany,62.48
Public relations officer,Entertainment,Decreasing,Low,63284.74,High School,12,8235,442,11.56,40.03,Germany,54.38
Publishing copy,Healthcare,Decreasing,High,77654.37,PhD,9,250,8033,57.61,48.24,India,20.63
Primary school teacher,Retail,Decreasing,Low,85841.02,Master’s Degree,1,171,1367,71.41,15.98,China,29.52
Homeopath,Manufacturing,Increasing,Low,55420.25,Master’s Degree,12,726,1376,43.14,54.75,Australia,41.27
Animator,Entertainment,Decreasing,Low,75926.45,High School,5,7431,683,80.62,83.51,Germany,49.41
Educational psychologist,IT,Decreasing,Low,108825.74,PhD,3,3873,5553,53.76,73.26,Germany,50.02
"Psychotherapist, child",Entertainment,Decreasing,Moderate,56969.38,High School,6,1253,2765,60.86,57.16,Brazil,34.35
Records manager,Retail,Decreasing,High,114468.76,Associate Degree,14,2992,1683,63.84,6.32,Canada,52.96
"Designer, fashion/clothing",Retail,Decreasing,Low,64256.82,Master’s Degree,13,5078,4096,48.15,74.22,UK,28.92
"Surveyor, quantity",Finance,Decreasing,High,124441.44,PhD,8,5635,377,2.96,69.37,Brazil,42.95
Hydrologist,Entertainment,Decreasing,High,47389.33,Master’s Degree,15,3054,2395,5.2,17.96,Australia,49.21
Health visitor,Manufacturing,Decreasing,Moderate,135701.21,Bachelor’s Degree,1,7367,1204,52.55,93.12,India,44.35
"Nurse, adult",Healthcare,Decreasing,Low,144491.74,PhD,4,5297,2958,35.84,70.85,Germany,46.88
"Exhibitions officer, museum/gallery",Healthcare,Decreasing,High,106013.42,Bachelor’s Degree,5,6762,8489,47.17,12.06,China,47.03
Waste management officer,Healthcare,Decreasing,Moderate,82399.89,Bachelor’s Degree,4,8302,2028,90.83,47.81,UK,37.17
Optometrist,Transportation,Decreasing,Moderate,43673.81,Master’s Degree,11,5790,3446,17.02,31.65,India,63.65
"Surveyor, land/geomatics",Retail,Decreasing,Low,76237.25,Master’s Degree,16,6667,3374,4.04,24.95,USA,49.75
Consulting civil engineer,IT,Decreasing,High,110390.09,PhD,8,307,2400,95.85,15.34,Australia,39.95
Counsellor,Retail,Decreasing,High,32362.66,High School,20,1855,6009,62.19,50.58,Australia,47.34
"Surveyor, commercial/residential",IT,Decreasing,High,123664.94,Associate Degree,10,291,3934,57.69,36.33,Germany,69.42
"Engineer, manufacturing",Finance,Decreasing,Moderate,73550.88,Associate Degree,10,8778,2042,39.28,98.16,China,69.02
Textile designer,Retail,Increasing,Moderate,87645.2,Master’s Degree,8,2856,8157,39.9,27.09,India,59.15
Maintenance engineer,Entertainment,Increasing,Low,82505.3,Associate Degree,6,9543,9800,49.03,99.73,USA,76.19
Radiation protection practitioner,IT,Decreasing,Moderate,80799.97,Master’s Degree,2,2622,2128,67.12,73.84,Canada,39.57
Museum/gallery exhibitions officer,Entertainment,Decreasing,Low,56625.88,PhD,0,6624,4575,27.16,97.03,India,53.31
Investment analyst,Education,Increasing,Moderate,110853.0,High School,10,1788,4135,62.82,39.19,Germany,78.7
Garment/textile technologist,Education,Increasing,Low,113437.99,Associate Degree,8,8655,7595,41.43,17.37,Brazil,33.93
"Pharmacist, community",Education,Increasing,Moderate,33073.32,PhD,2,1137,9166,23.55,93.08,UK,29.19
Arts administrator,Transportation,Decreasing,Low,64307.07,Associate Degree,6,325,9113,7.04,80.24,Canada,65.68
"Designer, textile",Retail,Increasing,High,106759.39,High School,11,4619,5882,72.82,28.84,USA,35.82
Textile designer,Retail,Increasing,High,92059.28,Bachelor’s Degree,15,2758,3429,54.14,72.91,UK,56.85
Orthoptist,IT,Increasing,Moderate,91767.41,Master’s Degree,7,4960,8813,18.27,8.46,India,40.67
"Conservator, furniture",Transportation,Increasing,High,90159.14,Bachelor’s Degree,8,7879,2016,38.87,28.67,China,61.1
Dentist,IT,Decreasing,Moderate,100912.34,High School,2,4159,1287,2.67,2.8,Australia,63.62
Physiotherapist,Healthcare,Increasing,High,120523.78,Master’s Degree,18,1872,1304,84.84,92.43,UK,42.66
Human resources officer,Education,Decreasing,Low,141277.89,Associate Degree,20,8152,1858,10.51,40.48,Australia,51.46
Fish farm manager,Education,Increasing,Moderate,123616.93,High School,18,5969,7511,66.48,69.54,UK,44.03
"Production assistant, television",Healthcare,Increasing,Moderate,111915.76,Bachelor’s Degree,17,8742,636,28.89,91.14,Australia,55.28
Air cabin crew,Transportation,Decreasing,Low,54303.08,Associate Degree,11,9376,9231,96.47,44.91,UK,23.59
Acupuncturist,Finance,Decreasing,Moderate,97003.17,Associate Degree,8,9114,5040,49.17,12.69,Australia,72.79
Rural practice surveyor,Transportation,Decreasing,Moderate,94600.42,PhD,15,1127,5249,56.85,50.22,Canada,46.73
Acupuncturist,Manufacturing,Decreasing,Moderate,93441.59,Bachelor’s Degree,20,3037,2581,94.59,5.63,UK,26.91
Farm manager,Transportation,Increasing,High,116546.43,High School,7,8923,3967,6.93,74.63,Canada,39.0
"Surveyor, insurance",Transportation,Decreasing,High,129413.35,High School,10,1830,3163,85.19,5.14,Canada,35.89
Ecologist,Entertainment,Increasing,Low,148009.61,High School,9,6175,392,6.96,96.19,China,23.48
Legal secretary,Retail,Decreasing,Moderate,37218.55,Associate Degree,15,5045,1415,73.22,79.0,UK,41.9
Paediatric nurse,IT,Decreasing,Moderate,138601.69,PhD,17,6690,3153,99.3,69.94,Canada,64.85
Research scientist (medical),Finance,Decreasing,Moderate,110814.06,Master’s Degree,9,4275,9814,91.17,30.05,Brazil,51.33
Media planner,Healthcare,Decreasing,High,125517.74,PhD,16,9702,7227,21.11,64.91,Brazil,38.74
Illustrator,IT,Decreasing,Low,107881.91,High School,1,6183,2829,76.87,66.98,Brazil,25.25
Housing manager/officer,Transportation,Decreasing,Moderate,96983.74,PhD,17,2438,8099,25.64,97.36,Brazil,69.66
"Engineer, water",Healthcare,Decreasing,High,91274.3,Bachelor’s Degree,7,1132,6657,12.42,81.23,Canada,37.41
Computer games developer,Manufacturing,Increasing,Moderate,68307.4,PhD,0,7800,1295,27.81,91.68,India,26.04
"Programmer, applications",Healthcare,Increasing,High,57826.62,Bachelor’s Degree,8,6140,210,96.55,13.64,UK,41.16
"Physicist, medical",Entertainment,Decreasing,Moderate,146891.45,Master’s Degree,15,6359,7571,69.88,40.92,Brazil,75.77
Facilities manager,Finance,Decreasing,Low,80754.14,High School,13,8299,1831,12.92,51.56,India,26.84
"Engineer, technical sales",Manufacturing,Decreasing,Low,126327.91,Master’s Degree,15,9077,1008,23.71,37.96,Brazil,61.49
Quantity surveyor,Education,Decreasing,High,148300.28,Master’s Degree,15,9396,7134,87.22,82.03,Canada,77.77
Dealer,Retail,Increasing,Moderate,65142.69,Master’s Degree,12,1747,5983,78.31,10.69,Australia,21.68
Biomedical scientist,Transportation,Increasing,High,148292.28,PhD,10,9451,5708,41.53,10.35,Brazil,35.23
Chief Operating Officer,Finance,Decreasing,Low,83870.82,High School,16,3372,9362,97.39,90.98,UK,41.45
Quantity surveyor,Transportation,Decreasing,Low,36464.99,Master’s Degree,11,1639,522,91.27,49.26,China,45.55
"Horticulturist, amenity",Entertainment,Increasing,High,114462.15,Master’s Degree,16,7847,451,20.23,67.01,Brazil,49.69
Dealer,Entertainment,Decreasing,High,85959.45,Master’s Degree,3,6218,8611,36.87,44.89,Canada,20.71
Risk manager,Healthcare,Decreasing,Low,100814.53,High School,17,1349,4819,81.33,64.55,USA,29.85
Company secretary,Retail,Decreasing,Low,132189.26,Bachelor’s Degree,20,1516,5561,46.24,72.23,India,56.46
Private music teacher,Healthcare,Decreasing,Low,103141.69,PhD,12,8461,2118,11.18,98.88,Brazil,70.78
Furniture designer,Manufacturing,Increasing,High,68980.44,PhD,15,3031,6104,18.36,51.5,UK,26.69
Cartographer,Education,Decreasing,High,118179.86,PhD,11,2230,3578,16.82,85.78,China,56.1
"Engineer, electronics",Education,Decreasing,Moderate,88576.92,Associate Degree,0,7579,9255,10.05,60.19,India,29.53
Housing manager/officer,Transportation,Increasing,Low,59972.38,High School,5,3155,6496,18.65,14.01,China,25.39
"Secretary, company",Entertainment,Increasing,Moderate,60486.9,Associate Degree,11,2185,681,48.27,42.48,Canada,22.23
Chief of Staff,Transportation,Increasing,Moderate,65542.31,High School,10,9529,1005,68.76,75.3,India,38.96
Restaurant manager,Transportation,Decreasing,High,48178.44,Bachelor’s Degree,10,5507,2316,53.93,83.02,UK,58.15
"Therapist, art",Manufacturing,Decreasing,Moderate,123745.04,Associate Degree,15,6950,2435,7.34,56.73,USA,70.95
"Producer, radio",Manufacturing,Increasing,Moderate,126470.98,PhD,16,5856,9394,69.36,24.89,Brazil,51.44
"Engineer, materials",Finance,Decreasing,High,141547.09,Master’s Degree,12,4489,1101,22.05,15.15,Canada,70.39
Adult nurse,Healthcare,Increasing,High,92219.18,Master’s Degree,6,8822,1362,7.39,51.03,China,67.08
Dentist,Manufacturing,Decreasing,Moderate,51533.81,Bachelor’s Degree,19,9955,346,86.55,8.5,Germany,58.38
Corporate investment banker,Retail,Decreasing,High,80675.8,Master’s Degree,4,3131,8064,16.53,73.49,USA,46.78
Contracting civil engineer,Finance,Decreasing,High,107700.1,PhD,7,1183,2333,4.93,48.99,Australia,51.95
"Designer, graphic",IT,Increasing,Low,53987.5,High School,2,9498,1534,50.27,36.49,Australia,64.74
"Psychotherapist, child",IT,Decreasing,Low,62581.88,High School,1,1686,5518,91.68,32.8,India,57.5
Film/video editor,Manufacturing,Increasing,High,44797.18,High School,1,9116,8985,36.62,33.54,India,38.57
Tour manager,Manufacturing,Decreasing,Low,92156.54,Associate Degree,1,1020,3498,23.61,1.37,USA,44.24
Operational researcher,Entertainment,Increasing,Low,47554.74,PhD,11,8376,7229,73.12,93.42,USA,44.16
Museum/gallery conservator,Transportation,Increasing,Low,141383.79,Master’s Degree,14,6217,3966,69.45,93.14,Brazil,38.46
Chiropodist,Transportation,Decreasing,High,49263.82,PhD,8,5125,2260,31.96,94.46,Canada,25.53
Multimedia specialist,Transportation,Decreasing,Low,59682.07,Bachelor’s Degree,13,734,1683,6.05,33.08,Australia,55.55
Astronomer,Entertainment,Increasing,Low,81860.97,PhD,7,5076,8080,75.41,6.55,Brazil,40.03
Transport planner,Education,Decreasing,High,55530.55,Master’s Degree,20,2322,102,96.04,49.11,USA,24.26
"Teacher, early years/pre",Transportation,Decreasing,High,47514.59,Bachelor’s Degree,17,5331,9945,28.54,30.74,Germany,43.97
Claims inspector/assessor,Healthcare,Increasing,Low,38059.11,Master’s Degree,18,7282,6499,38.87,99.02,Canada,62.01
Geophysicist/field seismologist,Education,Decreasing,Low,62239.58,High School,4,5206,3104,38.77,18.8,China,67.09
"Engineer, manufacturing",Healthcare,Increasing,Low,33213.89,PhD,11,475,5036,61.41,8.39,Australia,44.76
Community development worker,Manufacturing,Increasing,High,54850.7,High School,0,8483,9658,45.77,30.68,USA,68.13
Clinical research associate,Healthcare,Decreasing,Moderate,126589.37,Bachelor’s Degree,0,326,7216,33.6,20.94,USA,42.89
Dispensing optician,Manufacturing,Decreasing,Low,136167.7,Master’s Degree,0,7532,6102,74.23,20.5,China,49.98
Biomedical scientist,Finance,Decreasing,Low,66678.53,Associate Degree,3,1244,3825,42.09,19.28,Germany,29.28
Financial trader,Transportation,Increasing,Low,123290.95,PhD,9,9211,5877,77.15,50.03,UK,49.41
"Accountant, chartered",Entertainment,Decreasing,Moderate,118592.44,PhD,6,7219,1813,91.0,4.34,Australia,42.89
"Exhibitions officer, museum/gallery",IT,Decreasing,Low,86333.76,PhD,18,5517,8796,53.56,24.15,Brazil,21.46
Accounting technician,Healthcare,Increasing,High,121825.5,PhD,2,873,6333,74.21,90.7,Brazil,65.19
Bookseller,Manufacturing,Decreasing,Low,74750.3,PhD,11,4628,356,36.18,33.38,USA,51.23
Horticultural therapist,Transportation,Increasing,Moderate,60183.48,Master’s Degree,11,3715,903,21.29,92.7,UK,43.14
Medical illustrator,Finance,Decreasing,High,99635.85,Bachelor’s Degree,7,7042,4285,44.06,82.25,USA,31.65
Personal assistant,Education,Decreasing,Moderate,102210.36,Bachelor’s Degree,10,1153,7360,88.33,86.98,Australia,30.6
Further education lecturer,Retail,Decreasing,Low,101709.55,PhD,20,3935,3071,34.93,17.47,Brazil,56.96
Product designer,Retail,Decreasing,Low,125829.26,High School,10,7778,7995,94.13,19.89,Germany,20.94
Quantity surveyor,Retail,Increasing,Moderate,59341.5,Bachelor’s Degree,9,3213,7986,61.55,74.81,Australia,56.41
Print production planner,Entertainment,Increasing,Low,43740.84,PhD,15,7248,3638,87.57,78.64,Canada,22.82
Technical author,IT,Decreasing,Low,96182.22,PhD,4,2565,985,87.08,96.1,Germany,23.8
Psychiatric nurse,Healthcare,Increasing,High,118266.95,Bachelor’s Degree,13,9629,9085,59.63,58.01,UK,21.4
Technical brewer,Entertainment,Increasing,Moderate,44288.53,High School,4,6425,2058,92.99,84.82,Germany,48.99
Clinical research associate,Education,Increasing,High,50602.72,Master’s Degree,17,4045,6581,33.83,77.78,China,49.39
"Engineer, communications",Manufacturing,Increasing,High,63478.88,PhD,9,1059,3554,86.81,19.22,India,26.18
"Engineer, agricultural",IT,Decreasing,High,146730.69,Associate Degree,5,7914,5902,14.59,61.08,Canada,39.48
Engineering geologist,Retail,Decreasing,Moderate,46262.96,Master’s Degree,14,8191,6298,52.21,12.56,UK,32.51
Translator,Manufacturing,Decreasing,Low,142795.27,High School,7,3653,4364,93.43,43.4,Australia,77.0
Medical technical officer,Entertainment,Increasing,High,58455.33,PhD,1,3357,3526,99.67,57.22,USA,42.6
"Scientist, research (physical sciences)",Transportation,Increasing,High,81619.83,Master’s Degree,16,1151,8111,45.67,49.65,China,44.6
Nutritional therapist,Transportation,Decreasing,Moderate,74187.25,Associate Degree,12,9985,7549,56.19,99.96,Canada,55.57
Human resources officer,Healthcare,Decreasing,Low,138432.11,Master’s Degree,20,1722,909,52.09,67.5,UK,36.46
Statistician,IT,Decreasing,High,94754.55,PhD,7,9589,7473,30.6,81.37,China,67.04
"Programme researcher, broadcasting/film/video",Entertainment,Decreasing,Moderate,31350.71,High School,14,5342,8455,48.94,3.54,Australia,75.94
"Engineer, energy",Healthcare,Decreasing,Moderate,70953.55,Bachelor’s Degree,7,2053,341,80.58,72.26,Australia,32.27
Operational researcher,IT,Decreasing,Low,123893.31,Associate Degree,13,3262,4614,64.22,92.09,Germany,66.48
Mechanical engineer,Finance,Decreasing,Moderate,94261.47,Bachelor’s Degree,6,882,5669,50.27,73.26,China,67.67
Management consultant,Education,Decreasing,Moderate,82978.63,Master’s Degree,11,5319,4738,97.47,69.25,Brazil,41.07
"Scientist, research (maths)",Manufacturing,Increasing,High,123846.16,High School,2,718,9221,81.8,29.44,China,48.13
Geographical information systems officer,Retail,Decreasing,Moderate,146898.94,High School,19,2766,5601,49.18,33.94,Germany,68.91
Market researcher,Education,Decreasing,High,143092.72,Master’s Degree,11,4099,1437,16.75,82.06,Germany,40.8
"Designer, multimedia",Finance,Decreasing,High,120265.49,Master’s Degree,5,9964,2548,59.98,68.2,India,77.2
"Engineer, structural",Finance,Increasing,Low,44507.58,PhD,19,4606,3341,86.97,75.12,India,33.75
Chartered legal executive (England and Wales),Education,Decreasing,High,104081.04,High School,9,8354,7973,18.98,70.16,India,56.07
Broadcast presenter,Education,Increasing,High,70098.61,Associate Degree,14,7556,9814,81.48,37.02,India,74.72
Quantity surveyor,Education,Increasing,Low,111585.88,PhD,19,2832,3575,61.11,74.88,Australia,31.2
Health physicist,Education,Decreasing,Low,116735.72,Bachelor’s Degree,2,8592,4549,83.28,2.65,Germany,70.88
"Restaurant manager, fast food",Manufacturing,Increasing,Moderate,122315.95,Bachelor’s Degree,7,3071,385,33.1,83.58,Canada,73.9
"Scientist, clinical (histocompatibility and immunogenetics)",Transportation,Decreasing,Moderate,101015.82,Associate Degree,8,2373,3500,76.55,65.49,Germany,35.34
Telecommunications researcher,Education,Increasing,High,50971.63,Master’s Degree,20,3168,7394,93.91,21.36,Australia,61.14
"Teacher, primary school",Finance,Increasing,High,141373.14,Master’s Degree,16,5562,7807,58.94,11.87,USA,52.55
Private music teacher,Education,Decreasing,Low,109637.19,PhD,8,6322,669,56.8,30.71,India,32.52
Facilities manager,Retail,Increasing,Low,147310.29,High School,14,6907,8236,83.75,99.47,Brazil,38.36
Geochemist,Transportation,Increasing,High,99637.88,Bachelor’s Degree,1,8139,4499,44.28,77.71,UK,65.04
Civil Service administrator,IT,Decreasing,High,50088.81,Associate Degree,0,2508,906,6.82,33.91,India,78.11
Dramatherapist,Entertainment,Decreasing,Low,121780.54,High School,17,7682,3572,96.37,5.44,Germany,73.3
"Engineer, aeronautical",Transportation,Increasing,High,38421.35,Bachelor’s Degree,14,2876,4133,68.09,13.83,UK,50.37
Operational investment banker,Manufacturing,Decreasing,Low,34238.19,PhD,13,6369,7353,0.27,66.78,India,60.62
"Accountant, chartered certified",IT,Increasing,High,36799.82,Bachelor’s Degree,12,9116,208,38.85,57.88,Australia,56.45
Sales promotion account executive,Finance,Increasing,High,86389.3,Bachelor’s Degree,14,3041,8479,56.95,64.26,Germany,25.66
Insurance risk surveyor,Healthcare,Increasing,Low,37053.07,PhD,10,3330,2280,25.71,50.48,USA,74.89
Chartered legal executive (England and Wales),Education,Increasing,Low,125234.06,PhD,15,966,1530,5.71,50.24,Germany,65.66
"Surveyor, land/geomatics",Retail,Increasing,Moderate,84401.08,Associate Degree,8,4988,921,27.97,25.99,India,28.4
"Therapist, art",Manufacturing,Increasing,Low,59521.31,Master’s Degree,6,1086,5575,53.75,74.11,Germany,76.67
Industrial buyer,IT,Increasing,Moderate,89819.3,Master’s Degree,1,6805,7550,27.26,85.91,Canada,45.03
"Civil engineer, contracting",Manufacturing,Increasing,Low,45739.02,Master’s Degree,12,1373,5892,22.65,91.25,Canada,22.82
Chiropractor,Manufacturing,Decreasing,Low,75462.04,Master’s Degree,12,2192,2462,74.2,86.07,USA,67.73
"Administrator, local government",IT,Increasing,Moderate,122758.81,Bachelor’s Degree,1,773,7023,95.68,88.6,Brazil,60.72
Occupational hygienist,Transportation,Increasing,Moderate,100734.87,High School,14,1378,4998,88.56,48.82,UK,57.52
"Research officer, political party",Education,Decreasing,High,84774.11,High School,19,416,2811,71.99,31.23,India,65.59
"Sales professional, IT",Entertainment,Increasing,High,42916.26,Master’s Degree,13,8869,5990,80.63,30.05,Germany,29.49
Fish farm manager,IT,Decreasing,High,105307.2,Bachelor’s Degree,16,7439,1289,85.39,32.01,China,20.7
Commercial art gallery manager,Transportation,Increasing,High,46416.28,Associate Degree,10,8468,4185,12.11,16.25,Germany,78.86
Child psychotherapist,IT,Decreasing,Moderate,140686.63,Master’s Degree,6,1283,301,16.25,66.26,Brazil,29.11
Passenger transport manager,IT,Increasing,High,73092.1,Master’s Degree,14,5722,5141,62.99,49.74,Canada,22.92
"Psychologist, forensic",Finance,Increasing,Moderate,34381.06,Associate Degree,19,4218,6865,2.0,54.92,Australia,20.16
Tour manager,IT,Decreasing,Low,83596.29,Associate Degree,1,6624,4456,3.51,23.57,USA,57.35
Equities trader,Healthcare,Decreasing,Low,67331.86,High School,2,7531,6377,57.57,7.35,China,67.82
Contractor,Retail,Decreasing,Low,72800.45,Associate Degree,1,432,8125,76.96,31.32,China,35.82
Police officer,IT,Decreasing,Moderate,85162.09,Master’s Degree,18,848,8859,35.79,94.09,India,33.31
Chartered public finance accountant,Healthcare,Increasing,Low,107034.34,PhD,12,9403,1228,78.97,43.48,Australia,71.48
Chartered loss adjuster,Healthcare,Increasing,Moderate,49250.71,High School,0,1241,8137,50.78,35.05,USA,76.05
"Investment banker, corporate",Healthcare,Decreasing,Low,52446.29,Master’s Degree,2,3090,2267,92.14,75.47,India,20.42
"Engineer, biomedical",Entertainment,Increasing,High,80205.09,Master’s Degree,3,5401,1175,53.88,61.4,Canada,50.76
Clothing/textile technologist,Manufacturing,Increasing,Moderate,116443.05,Bachelor’s Degree,1,3652,8210,48.82,26.17,India,48.48
Emergency planning/management officer,IT,Increasing,High,55963.58,Associate Degree,13,2117,9726,0.12,82.69,Germany,27.76
Medical technical officer,Transportation,Decreasing,Moderate,68886.36,High School,14,198,8494,45.64,28.32,USA,49.12
Music tutor,Entertainment,Decreasing,Moderate,35503.43,Associate Degree,1,5694,6136,27.57,64.79,UK,29.45
Haematologist,Entertainment,Increasing,Moderate,73291.57,Associate Degree,9,9040,3804,14.62,84.69,Canada,69.94
Hydrographic surveyor,Healthcare,Increasing,Moderate,63451.72,Master’s Degree,6,1589,2136,53.92,35.03,Australia,43.77
Mental health nurse,Transportation,Increasing,High,145330.11,Master’s Degree,19,7470,4434,1.62,79.58,China,23.31
Environmental education officer,Transportation,Decreasing,High,145303.2,High School,4,9955,5829,39.98,87.39,Canada,41.8
Estate agent,Transportation,Increasing,High,78027.11,Master’s Degree,6,4640,2385,86.65,84.74,UK,60.75
"Teacher, special educational needs",Transportation,Decreasing,High,57648.65,PhD,1,7270,9468,15.75,75.91,China,78.21
Translator,Healthcare,Increasing,Low,37284.31,PhD,10,5730,7343,18.18,50.03,Canada,45.16
Curator,Transportation,Increasing,Moderate,95677.94,High School,2,6223,4885,65.77,56.27,Canada,27.42
Politician's assistant,Finance,Increasing,High,100148.33,Associate Degree,9,6323,5286,14.97,70.39,USA,52.42
"Surveyor, commercial/residential",Entertainment,Decreasing,Moderate,146003.66,Associate Degree,16,3274,9386,25.08,17.53,USA,77.2
Camera operator,Retail,Increasing,Low,148821.34,Bachelor’s Degree,14,9539,9433,68.34,17.93,Australia,57.99
Physiological scientist,Finance,Increasing,Moderate,80868.58,Master’s Degree,12,2318,9741,46.33,43.58,Canada,50.88
Product/process development scientist,Finance,Increasing,Low,45624.46,Master’s Degree,8,3920,1505,30.9,87.16,Brazil,61.92
Engineering geologist,Manufacturing,Increasing,High,128313.93,Associate Degree,2,4292,5055,63.42,65.63,UK,46.61
Technical sales engineer,Healthcare,Decreasing,Low,40731.14,Associate Degree,20,2823,9294,36.23,74.95,USA,30.27
"Teacher, primary school",Finance,Increasing,Low,82350.54,Master’s Degree,1,4900,5785,62.54,96.02,Australia,71.69
"Accountant, chartered certified",Entertainment,Decreasing,Low,113094.62,High School,18,7832,7298,49.04,78.62,India,53.07
Amenity horticulturist,Education,Decreasing,High,127485.53,High School,14,4285,3634,52.91,69.91,Germany,41.4
Phytotherapist,Finance,Increasing,High,101152.03,Bachelor’s Degree,19,4081,8113,39.07,53.12,Brazil,67.59
"Biochemist, clinical",Retail,Decreasing,Moderate,52114.2,Bachelor’s Degree,0,5232,9243,7.95,35.1,UK,75.46
Environmental education officer,Finance,Decreasing,Low,147323.7,PhD,14,9333,208,31.08,32.81,Germany,78.68
Product manager,Education,Increasing,High,118667.01,High School,5,3315,4320,92.63,99.92,USA,71.66
Multimedia programmer,IT,Increasing,Moderate,41800.82,High School,2,3840,7075,97.67,13.93,USA,62.69
Clinical molecular geneticist,Education,Decreasing,Low,92236.12,Associate Degree,1,5392,5211,40.41,35.71,China,64.35
"Chemist, analytical",Manufacturing,Decreasing,Low,127297.41,Master’s Degree,8,1865,3824,19.86,14.31,UK,59.74
"Engineer, drilling",Retail,Decreasing,Moderate,93004.49,High School,0,6470,7791,31.73,84.05,Brazil,76.06
"Engineer, agricultural",Manufacturing,Decreasing,High,79836.48,Associate Degree,7,7739,4555,96.27,39.59,UK,67.79
Advice worker,Manufacturing,Decreasing,High,31167.56,High School,12,3598,265,48.57,98.06,Australia,59.77
"Psychologist, forensic",IT,Decreasing,Moderate,107578.31,Bachelor’s Degree,0,1132,1838,13.73,26.02,UK,29.8
Quantity surveyor,Entertainment,Increasing,High,40957.73,High School,8,2853,5738,92.79,58.69,Germany,48.34
Minerals surveyor,Manufacturing,Decreasing,Moderate,103587.85,Bachelor’s Degree,15,8080,7379,11.97,35.01,China,63.31
Fashion designer,Manufacturing,Decreasing,High,120052.4,Bachelor’s Degree,7,8630,9574,35.57,27.59,Brazil,79.65
Administrator,Education,Decreasing,Low,97694.82,Bachelor’s Degree,5,8619,5287,74.71,8.71,Canada,23.32
Web designer,Entertainment,Decreasing,High,46844.13,High School,0,3812,9611,4.55,39.87,Australia,60.48
"Research officer, government",Education,Decreasing,High,89161.24,Bachelor’s Degree,2,9730,5404,62.01,42.45,Australia,52.68
Cartographer,Entertainment,Decreasing,Moderate,86781.21,PhD,13,2737,2527,31.57,87.87,Australia,52.08
"Journalist, magazine",Transportation,Decreasing,Moderate,145910.97,High School,2,3327,9970,3.29,88.09,UK,34.21
IT sales professional,Education,Decreasing,Low,137880.3,Master’s Degree,0,252,5438,15.59,87.91,Australia,74.44
Translator,Manufacturing,Increasing,Moderate,40185.81,Master’s Degree,20,8342,6054,98.35,53.56,UK,47.46
"Investment banker, corporate",Transportation,Increasing,High,35163.91,Associate Degree,5,7359,3061,80.48,81.98,Canada,22.42
Product manager,Healthcare,Decreasing,Low,49347.2,High School,11,485,6162,56.44,96.64,USA,34.46
Tree surgeon,Entertainment,Increasing,High,84088.77,Bachelor’s Degree,18,6403,1715,13.05,85.48,Brazil,77.62
"Nurse, mental health",Finance,Decreasing,Moderate,102840.37,High School,4,7126,3037,66.94,7.4,India,77.31
Call centre manager,Healthcare,Increasing,Low,67342.41,PhD,12,7296,7938,53.65,38.76,USA,23.06
Information systems manager,Healthcare,Increasing,Low,96170.76,High School,9,8299,3347,44.21,83.63,UK,71.3
"Exhibitions officer, museum/gallery",Entertainment,Decreasing,Moderate,73963.39,Master’s Degree,14,2580,1947,53.89,68.87,Australia,21.14
Metallurgist,Transportation,Increasing,High,116116.5,Bachelor’s Degree,11,9015,6871,17.86,32.02,UK,53.07
Management consultant,Transportation,Increasing,Low,133482.65,High School,12,4353,9039,71.6,66.34,Germany,52.55
Seismic interpreter,Transportation,Decreasing,High,99813.74,Bachelor’s Degree,14,2735,8444,50.18,59.03,Australia,21.97
"Surveyor, rural practice",Entertainment,Decreasing,Moderate,138169.71,PhD,5,2955,4760,6.56,63.82,India,38.32
Geographical information systems officer,Entertainment,Decreasing,Moderate,147589.6,PhD,2,5192,5524,7.7,13.05,Canada,61.5
Product designer,IT,Decreasing,Low,140524.95,PhD,9,4635,1721,1.78,76.95,Australia,53.68
"Designer, ceramics/pottery",Entertainment,Increasing,High,66733.7,Associate Degree,7,7164,2629,20.07,84.34,UK,32.04
Television/film/video producer,Education,Decreasing,High,91256.25,Master’s Degree,16,9126,994,24.17,11.68,India,28.55
Volunteer coordinator,Retail,Increasing,Low,139182.52,Bachelor’s Degree,11,1943,4456,64.3,24.57,China,33.19
Speech and language therapist,Healthcare,Increasing,High,61745.84,High School,17,5033,5168,32.02,87.32,India,78.86
Commercial horticulturist,Entertainment,Increasing,Low,62665.5,Master’s Degree,10,491,9111,71.44,22.31,China,24.33
Clinical embryologist,Education,Increasing,Moderate,141066.71,PhD,12,6313,4831,63.08,86.07,China,43.86
Accommodation manager,Transportation,Increasing,Low,142315.67,Bachelor’s Degree,4,7460,468,11.48,20.44,UK,76.79
Geoscientist,Transportation,Increasing,Moderate,79638.86,Associate Degree,9,8872,9322,75.87,68.55,Australia,38.43
Marine scientist,Manufacturing,Decreasing,High,62786.61,High School,4,5559,4000,80.01,55.59,USA,49.24
Television production assistant,Entertainment,Decreasing,Low,147625.74,Master’s Degree,2,4719,8579,6.39,99.02,Germany,48.28
Clinical cytogeneticist,Manufacturing,Increasing,Low,34430.76,Master’s Degree,6,8204,9390,98.61,39.4,UK,48.71
Fisheries officer,IT,Increasing,High,100646.62,Master’s Degree,0,3197,9546,94.67,8.44,Australia,75.12
Commercial/residential surveyor,Entertainment,Decreasing,Moderate,149019.77,Associate Degree,12,2967,5638,87.71,82.37,India,31.79
"Programmer, systems",Finance,Decreasing,Moderate,35209.64,PhD,17,9382,3809,44.84,36.22,China,55.48
Health visitor,Manufacturing,Decreasing,Moderate,87200.47,Bachelor’s Degree,7,3879,3927,19.43,48.57,Germany,52.65
Retail buyer,Healthcare,Decreasing,High,128570.71,PhD,3,6749,5180,28.5,15.62,Canada,41.25
"Radiographer, diagnostic",Retail,Increasing,High,56037.58,Associate Degree,7,4641,3756,27.74,54.89,UK,66.83
"Scientist, research (physical sciences)",Manufacturing,Decreasing,High,93637.72,Bachelor’s Degree,10,4076,220,30.59,14.92,China,34.74
Oceanographer,Education,Decreasing,Moderate,80178.92,Associate Degree,14,4652,4924,72.45,61.26,Germany,39.64
Food technologist,Retail,Decreasing,High,84414.7,PhD,11,3307,7475,43.31,28.59,Australia,20.81
Soil scientist,Transportation,Decreasing,High,80376.35,Associate Degree,10,3858,1330,19.72,3.29,UK,33.52
Youth worker,Transportation,Decreasing,Moderate,31615.08,Master’s Degree,6,765,6221,70.37,19.11,China,54.66
"Research officer, political party",Finance,Decreasing,Low,90345.63,High School,2,9913,7348,70.64,54.65,Germany,63.34
Make,Healthcare,Increasing,Moderate,122646.99,High School,6,5024,8481,85.56,15.38,Brazil,39.51
"Investment banker, operational",Manufacturing,Increasing,Moderate,37111.08,High School,20,1227,4751,32.14,23.66,Canada,27.56
Charity fundraiser,Finance,Decreasing,Low,109454.28,High School,7,3867,8810,92.65,81.55,Australia,66.55
"Engineer, structural",IT,Increasing,High,128632.84,Master’s Degree,12,3738,604,42.6,7.53,India,35.19
Clothing/textile technologist,Finance,Decreasing,Low,94911.14,Bachelor’s Degree,6,224,7805,44.76,78.33,China,51.08
Multimedia programmer,Manufacturing,Decreasing,Low,121279.82,PhD,7,9665,431,10.21,94.85,Germany,57.93
Dramatherapist,Finance,Decreasing,Low,70852.17,High School,15,3817,9368,44.92,73.07,Germany,34.68
Television camera operator,Transportation,Increasing,High,49739.13,PhD,19,6453,5689,76.67,5.98,Australia,41.79
Mental health nurse,Healthcare,Decreasing,High,63364.21,Bachelor’s Degree,17,763,3088,59.37,32.54,China,53.54
"Scientist, physiological",Healthcare,Decreasing,Moderate,77914.36,Associate Degree,20,9515,3779,34.18,7.27,Canada,60.99
"Psychotherapist, dance movement",Retail,Increasing,High,42295.16,Associate Degree,18,6130,7945,30.68,99.14,Canada,34.32
Accommodation manager,Manufacturing,Increasing,Low,57970.0,Master’s Degree,8,8085,8309,23.47,15.34,UK,40.02
"Accountant, chartered certified",IT,Increasing,High,80962.13,Bachelor’s Degree,5,3606,518,96.7,35.74,India,59.68
"Biochemist, clinical",Education,Decreasing,Moderate,62402.62,Associate Degree,2,2439,7913,91.59,10.54,Germany,67.08
Contracting civil engineer,Finance,Decreasing,High,128116.78,Master’s Degree,15,8256,3208,5.81,84.1,Canada,38.77
"Editor, magazine features",Education,Increasing,Low,68736.12,Associate Degree,9,8188,9480,43.3,11.36,Canada,62.75
Magazine journalist,IT,Increasing,Moderate,114233.97,High School,13,1521,607,50.74,73.59,Germany,53.33
"Engineer, chemical",Retail,Increasing,Low,82862.12,Associate Degree,20,3739,9915,9.73,69.33,UK,27.83
"Psychotherapist, child",Education,Increasing,Moderate,31741.81,High School,16,4240,2094,87.43,42.58,UK,36.04
Garment/textile technologist,IT,Increasing,Moderate,71783.54,Master’s Degree,8,386,9826,53.26,47.22,Canada,77.15
Nutritional therapist,Manufacturing,Decreasing,Moderate,59802.58,Master’s Degree,5,7692,2516,48.23,66.96,Brazil,60.27
Environmental education officer,Manufacturing,Increasing,High,70594.16,Bachelor’s Degree,14,7605,4403,34.11,46.9,Brazil,42.76
"Engineer, materials",Transportation,Decreasing,Low,81236.07,Master’s Degree,6,5479,2430,44.97,27.83,Canada,36.74
Press sub,Finance,Decreasing,Low,96502.56,PhD,5,7582,4930,67.78,88.37,Brazil,61.42
Structural engineer,Entertainment,Increasing,Low,123951.93,Associate Degree,12,393,4339,72.76,57.75,Germany,59.01
Oncologist,Retail,Decreasing,Low,85115.01,High School,4,2795,2731,35.41,20.46,USA,46.54
Higher education lecturer,Manufacturing,Increasing,Low,80918.64,PhD,1,3601,165,63.84,45.58,UK,39.4
"Scientist, biomedical",Healthcare,Increasing,High,117732.11,Master’s Degree,19,4215,4876,30.49,80.93,USA,79.62
Environmental education officer,Retail,Increasing,Low,57701.48,Bachelor’s Degree,3,7313,3521,8.29,17.55,India,41.43
"Scientist, research (life sciences)",Healthcare,Increasing,Moderate,133396.99,PhD,10,5098,9514,6.17,33.51,India,39.29
"Teacher, English as a foreign language",Manufacturing,Decreasing,Low,66357.32,PhD,16,7422,6956,14.23,22.02,Australia,51.71
Aid worker,Transportation,Increasing,High,120453.95,Master’s Degree,18,9667,1677,48.78,84.59,UK,61.75
Artist,Education,Decreasing,Moderate,118898.41,High School,15,4914,4108,10.47,60.34,Brazil,74.86
Clinical molecular geneticist,Healthcare,Decreasing,Low,93404.14,PhD,6,6283,9253,28.15,30.34,Australia,53.04
Jewellery designer,Manufacturing,Decreasing,High,102939.35,High School,3,1548,3074,17.58,2.01,Germany,23.07
Solicitor,Finance,Increasing,Low,123118.54,Associate Degree,5,6952,8789,32.83,99.61,China,58.16
"Engineer, drilling",IT,Decreasing,Low,140858.25,Bachelor’s Degree,10,9355,7481,58.55,1.81,UK,49.65
Magazine journalist,Transportation,Increasing,Low,36260.45,Master’s Degree,15,500,7466,64.77,47.23,Brazil,34.28
"Surveyor, rural practice",Manufacturing,Decreasing,Low,96725.3,Master’s Degree,5,3365,5946,75.97,27.76,Brazil,27.56
Charity fundraiser,Transportation,Increasing,Low,54808.38,High School,7,8527,8727,40.97,68.15,India,31.24
"Engineer, materials",Entertainment,Decreasing,High,69090.03,Bachelor’s Degree,17,3190,3681,56.41,58.88,Brazil,79.3
Industrial/product designer,Entertainment,Decreasing,Moderate,30354.58,Master’s Degree,5,5258,9717,13.21,28.56,China,64.84
Clinical embryologist,IT,Increasing,High,120383.95,PhD,5,6672,5468,97.26,11.25,Canada,54.82
"Engineer, civil (consulting)",IT,Decreasing,Low,68807.41,Bachelor’s Degree,1,981,7084,39.3,88.19,UK,41.87
Careers information officer,Entertainment,Decreasing,Low,90711.18,Associate Degree,6,998,6896,87.49,71.33,Canada,30.64
Medical illustrator,Education,Increasing,Low,104429.17,PhD,1,7630,5438,29.25,83.62,China,35.73
Environmental education officer,Transportation,Increasing,Moderate,61121.55,High School,13,5366,9315,26.61,77.8,Canada,55.92
Conference centre manager,Healthcare,Decreasing,Low,112586.3,Master’s Degree,10,4885,1652,49.8,9.87,China,21.86
Conference centre manager,Retail,Decreasing,Low,88628.96,Bachelor’s Degree,10,6814,5280,83.73,19.77,UK,61.61
Manufacturing engineer,Manufacturing,Increasing,High,103923.54,PhD,19,7316,5517,36.31,57.39,China,75.38
"Scientist, product/process development",Transportation,Increasing,Moderate,106498.74,PhD,1,6295,2623,80.67,68.16,USA,48.86
"Pharmacist, community",Manufacturing,Increasing,Moderate,112991.57,Master’s Degree,10,3897,5544,60.1,84.51,Australia,29.91
Arts development officer,Education,Decreasing,High,59081.16,Master’s Degree,7,1231,6213,80.76,37.06,USA,24.19
Social worker,IT,Increasing,Low,142847.77,Master’s Degree,10,4859,8994,47.17,77.99,USA,41.57
Private music teacher,Transportation,Increasing,High,143102.86,PhD,1,1798,2806,56.09,17.4,China,65.51
"Producer, radio",Education,Decreasing,High,125448.22,Bachelor’s Degree,5,4823,3312,6.34,25.27,India,20.78
Higher education lecturer,Retail,Decreasing,High,126573.76,Associate Degree,2,4681,404,24.11,53.52,Canada,72.65
Commercial horticulturist,Retail,Increasing,Low,134622.03,PhD,8,8689,3147,81.67,61.84,Canada,68.08
Meteorologist,IT,Decreasing,Low,83745.2,PhD,19,1285,1448,67.27,26.06,UK,37.74
Health visitor,Retail,Increasing,High,76428.75,Master’s Degree,10,4379,2068,43.87,96.52,Brazil,72.79
Magazine features editor,Entertainment,Increasing,High,89629.49,Bachelor’s Degree,17,7292,3524,70.86,88.8,Canada,77.81
Personal assistant,Finance,Decreasing,High,134576.24,High School,1,4589,3979,97.82,97.91,Brazil,40.66
Public librarian,Transportation,Increasing,High,83919.23,Associate Degree,18,7743,9766,83.36,19.55,Canada,42.65
Barrister,Education,Increasing,Low,46965.69,Associate Degree,0,721,7297,25.62,14.96,Australia,48.64
Horticultural consultant,Healthcare,Increasing,Low,135322.44,Bachelor’s Degree,20,5545,1207,94.57,1.63,Germany,48.6
"Nurse, children's",Finance,Decreasing,Moderate,144889.39,Bachelor’s Degree,9,8815,2884,68.63,74.77,UK,53.13
"Conservation officer, nature",Healthcare,Increasing,Moderate,68152.66,Associate Degree,14,777,4556,23.88,2.18,Canada,37.1
"Pilot, airline",Manufacturing,Decreasing,Low,148093.37,High School,10,742,4198,53.68,37.52,USA,41.25
Sports development officer,Retail,Increasing,High,53657.68,Associate Degree,9,3708,4946,16.77,92.46,India,72.67
Graphic designer,Finance,Increasing,Low,36431.49,High School,8,4064,9604,13.22,22.07,Canada,69.01
Field seismologist,Entertainment,Decreasing,Moderate,88072.61,High School,18,2208,1199,29.4,70.83,Canada,31.2
Research scientist (physical sciences),Entertainment,Decreasing,Low,81696.61,Associate Degree,14,8928,7727,80.26,65.48,UK,70.18
Editorial assistant,Finance,Decreasing,High,90353.74,PhD,12,5337,6234,41.74,76.11,China,46.95
Orthoptist,Education,Increasing,High,138539.62,High School,11,2276,5268,19.65,39.43,USA,78.99
Horticultural consultant,Healthcare,Decreasing,High,145826.11,Bachelor’s Degree,6,9571,2461,39.97,93.9,UK,79.26
Chief Operating Officer,Education,Decreasing,High,149622.75,Master’s Degree,16,8815,361,25.79,33.34,USA,79.68
Chief Marketing Officer,Entertainment,Decreasing,Low,107777.7,Master’s Degree,19,9608,9426,76.11,11.08,China,31.17
Estate manager/land agent,Retail,Decreasing,Low,58939.21,High School,15,8213,4841,23.23,31.74,UK,36.21
Applications developer,Entertainment,Decreasing,High,39586.46,PhD,8,8780,5364,28.8,20.18,USA,31.5
Theatre manager,Finance,Decreasing,High,134401.84,Associate Degree,17,4389,7416,36.62,37.42,India,25.88
Broadcast engineer,Healthcare,Decreasing,Low,95763.69,Associate Degree,3,8085,8680,36.37,73.53,Australia,48.29
Manufacturing systems engineer,Entertainment,Increasing,High,93636.58,Bachelor’s Degree,3,9856,3654,58.98,96.31,USA,27.66
Office manager,Entertainment,Increasing,Low,79636.12,Associate Degree,12,3357,4743,34.12,10.53,UK,69.96
Health visitor,Education,Increasing,High,123923.18,Bachelor’s Degree,2,4224,6566,77.87,79.36,Germany,45.49
Tourist information centre manager,Finance,Increasing,High,105958.91,High School,8,1219,2459,23.53,36.92,Germany,40.24
Fish farm manager,Entertainment,Increasing,High,87848.04,PhD,10,8207,6296,95.84,32.53,Canada,29.94
Building surveyor,Education,Decreasing,Low,133938.46,High School,17,1707,5759,46.5,12.52,India,32.81
Heritage manager,Manufacturing,Decreasing,High,99743.36,Bachelor’s Degree,13,7183,252,57.69,99.91,Germany,49.84
Psychiatric nurse,Retail,Decreasing,Low,96772.76,High School,1,156,3313,48.31,33.75,Brazil,70.58
Equities trader,Entertainment,Decreasing,High,148642.12,Master’s Degree,17,2191,6058,66.78,1.26,Australia,70.01
Passenger transport manager,Education,Increasing,High,51122.22,Bachelor’s Degree,7,5346,3158,13.2,94.79,India,33.01
"Engineer, manufacturing",Transportation,Decreasing,Moderate,68848.89,High School,17,4580,1174,69.47,46.96,Germany,30.66
Multimedia specialist,Education,Increasing,Moderate,85659.46,Associate Degree,14,5190,2886,40.1,54.56,Canada,65.4
Operational investment banker,Education,Increasing,Low,48767.89,Associate Degree,7,576,9477,32.62,39.52,Canada,56.25
Records manager,Manufacturing,Increasing,Moderate,41029.62,High School,13,6052,4445,84.33,82.68,India,49.59
"Designer, exhibition/display",Transportation,Decreasing,Low,40162.79,Bachelor’s Degree,17,7590,9050,66.42,41.99,UK,30.63
Building services engineer,Transportation,Decreasing,Low,51341.13,Associate Degree,4,1690,8918,2.48,57.64,Brazil,79.62
Architect,Entertainment,Increasing,Low,37676.58,Bachelor’s Degree,6,4773,2216,51.66,84.14,UK,42.5
"Pilot, airline",Healthcare,Increasing,Moderate,127961.34,Bachelor’s Degree,20,6570,8683,80.88,1.63,Canada,50.43
Newspaper journalist,Manufacturing,Increasing,Moderate,104934.89,High School,7,1184,2551,44.2,14.16,Brazil,73.75
Film/video editor,Healthcare,Decreasing,High,136193.06,High School,16,4778,484,8.15,0.22,Brazil,47.18
"Editor, film/video",Retail,Decreasing,Moderate,80722.82,PhD,11,4102,9609,93.59,63.0,China,43.61
Financial planner,Healthcare,Increasing,Moderate,64452.81,PhD,17,8847,8792,85.73,18.75,Brazil,76.97
IT consultant,Manufacturing,Increasing,Low,133088.77,PhD,15,9733,3348,9.99,17.73,Germany,38.69
Theatre director,Education,Decreasing,Moderate,52877.78,Master’s Degree,4,5845,3455,13.33,53.22,USA,59.41
"Therapist, sports",Healthcare,Increasing,Low,77653.89,Bachelor’s Degree,16,2785,2738,74.28,2.58,Canada,56.38
"Secretary, company",Retail,Decreasing,Moderate,85160.33,Master’s Degree,17,472,1931,67.26,2.59,Germany,70.82
Jewellery designer,Manufacturing,Decreasing,High,90966.41,Bachelor’s Degree,9,5221,1533,85.29,24.99,India,53.29
Veterinary surgeon,Healthcare,Increasing,Moderate,38699.22,Master’s Degree,3,4898,1800,13.78,47.39,India,39.94
Bookseller,Education,Decreasing,Moderate,74475.11,PhD,4,3015,3862,46.67,8.7,Canada,61.96
Biomedical scientist,Education,Decreasing,High,32431.57,Associate Degree,17,6399,4760,40.06,86.55,China,31.43
"Engineer, energy",Finance,Increasing,Low,61869.74,Associate Degree,2,2978,2950,38.38,95.01,India,55.35
Tree surgeon,Manufacturing,Increasing,Low,50831.48,Associate Degree,7,3951,7628,22.0,57.2,Australia,32.72
"Pilot, airline",Finance,Increasing,Moderate,141999.06,PhD,8,7246,3729,83.05,28.02,UK,51.64
Hydrographic surveyor,Retail,Increasing,Low,88954.84,PhD,7,6283,162,99.47,1.36,USA,70.53
"Journalist, newspaper",Entertainment,Increasing,Low,109913.29,Associate Degree,1,2425,3497,59.21,43.75,Canada,20.33
Tourist information centre manager,Manufacturing,Decreasing,Moderate,142782.55,Bachelor’s Degree,7,9047,4303,19.42,3.4,Australia,44.9
"Education officer, environmental",Transportation,Increasing,Low,53300.94,Associate Degree,11,8876,8094,62.94,53.76,Brazil,61.25
Chief of Staff,Education,Decreasing,Moderate,112326.53,High School,1,9843,1062,35.33,15.83,Canada,77.59
Systems developer,Retail,Decreasing,High,73795.68,Associate Degree,19,2157,3248,72.89,30.95,Australia,77.71
"Therapist, occupational",Transportation,Increasing,Low,32680.45,High School,7,5493,7860,11.14,73.61,Brazil,63.41
"Nurse, adult",Finance,Decreasing,High,88751.36,PhD,14,4183,6757,87.66,3.1,India,28.2
"Therapist, occupational",Healthcare,Decreasing,Moderate,130237.82,Associate Degree,2,8745,7856,28.67,74.34,China,33.12
Medical sales representative,Transportation,Increasing,Low,94409.23,High School,15,133,4688,89.6,8.02,Brazil,24.64
"Engineer, manufacturing systems",Education,Decreasing,Moderate,49387.32,Bachelor’s Degree,1,1382,9853,63.22,48.15,India,49.66
Office manager,Education,Decreasing,High,126128.07,Master’s Degree,19,2109,2667,31.82,10.93,China,72.86
"Administrator, Civil Service",Retail,Decreasing,Moderate,131070.05,Bachelor’s Degree,2,4596,2979,13.47,56.36,Germany,61.96
Software engineer,Finance,Increasing,Low,63011.34,PhD,1,5490,2951,35.03,78.69,Brazil,30.27
Forest/woodland manager,Finance,Increasing,Moderate,141842.12,High School,10,1325,7546,69.42,27.29,Germany,22.31
Trade mark attorney,Entertainment,Increasing,Low,79206.26,Bachelor’s Degree,14,5238,8213,64.25,5.79,Australia,28.73
Air broker,Education,Increasing,Low,68240.16,Associate Degree,16,1822,8250,49.13,6.08,Brazil,41.34
Product designer,IT,Increasing,Moderate,62385.43,Associate Degree,14,2573,9546,90.14,74.46,Canada,41.15
"Nurse, children's",Retail,Decreasing,Moderate,123575.3,Master’s Degree,2,7327,6901,79.17,60.78,USA,54.08
Fine artist,Education,Increasing,Low,46111.08,Master’s Degree,8,3533,9309,94.75,34.03,Australia,73.61
Tax adviser,Retail,Increasing,Moderate,91003.13,PhD,3,8931,7446,5.21,76.64,India,71.83
"Buyer, retail",Education,Decreasing,Low,46435.47,PhD,9,9812,2526,6.73,25.15,India,35.92
Personal assistant,Education,Decreasing,Moderate,38737.21,Associate Degree,16,3444,1422,64.19,95.66,Brazil,29.58
Senior tax professional/tax inspector,Finance,Increasing,Moderate,124511.92,PhD,15,5898,3272,89.38,8.85,Germany,66.08
Cartographer,Transportation,Increasing,High,140387.52,Bachelor’s Degree,8,513,4287,5.44,85.02,Australia,21.15
"Scientist, research (maths)",Retail,Decreasing,High,138587.56,Associate Degree,16,2053,5740,41.79,96.56,Brazil,66.05
Health promotion specialist,Finance,Increasing,Moderate,58578.91,Associate Degree,4,3558,413,68.71,73.42,UK,59.96
Barista,Finance,Decreasing,Low,134408.37,Associate Degree,2,4651,2268,23.66,10.28,UK,47.66
Minerals surveyor,Retail,Increasing,High,113626.5,Associate Degree,6,7616,2483,61.73,89.52,USA,79.62
Television camera operator,IT,Decreasing,High,141078.58,Bachelor’s Degree,16,9213,3353,51.5,91.88,USA,23.41
Make,Retail,Increasing,Low,33132.74,High School,1,8478,1366,7.33,56.89,Brazil,38.71
Licensed conveyancer,Finance,Decreasing,High,52661.6,PhD,15,1589,1535,5.54,21.97,USA,37.03
"Engineer, electronics",Education,Decreasing,Moderate,44350.8,Master’s Degree,7,6444,585,47.19,31.45,Germany,57.61
Youth worker,Manufacturing,Increasing,High,76190.52,High School,12,5306,4079,43.34,15.12,Brazil,35.83
"Pharmacist, community",Retail,Increasing,Low,68928.29,High School,12,3748,6996,91.9,49.83,Brazil,39.34
"Engineer, drilling",IT,Decreasing,Low,128889.78,Master’s Degree,19,8582,4749,96.59,93.78,USA,43.37
Exhibition designer,Entertainment,Decreasing,Low,64263.34,High School,3,8194,7436,93.49,73.31,USA,69.54
Energy manager,Manufacturing,Decreasing,High,105523.51,PhD,4,6394,9049,90.85,92.6,China,71.23
Prison officer,Education,Increasing,Low,147189.61,Master’s Degree,2,3867,4282,3.7,72.76,UK,49.38
Geophysicist/field seismologist,Retail,Decreasing,Moderate,49117.67,Master’s Degree,10,8780,3434,3.52,10.75,Canada,23.74
Broadcast journalist,Retail,Increasing,High,145744.98,Master’s Degree,1,9292,9683,1.12,45.29,Australia,58.38
Sales executive,Education,Decreasing,High,102553.04,Associate Degree,8,4027,1424,94.99,89.19,Canada,60.54
Tax adviser,Healthcare,Increasing,High,88142.15,Master’s Degree,10,1082,5848,47.64,42.65,Brazil,41.11
Research scientist (life sciences),Finance,Increasing,Moderate,50992.84,High School,3,2244,8330,20.9,53.24,UK,30.92
Technical author,Entertainment,Decreasing,High,32040.96,High School,0,9867,9913,45.59,37.35,UK,39.85
"Administrator, sports",Entertainment,Decreasing,Low,63081.67,Associate Degree,3,1184,1252,97.08,23.56,China,66.66
Plant breeder/geneticist,IT,Increasing,High,54899.68,Bachelor’s Degree,10,2606,672,51.1,93.88,Germany,59.5
"Engineer, structural",Education,Increasing,High,146736.93,High School,5,1903,561,37.63,51.53,India,54.56
Industrial/product designer,IT,Increasing,High,146769.87,High School,5,5525,6675,52.11,0.27,China,71.43
Catering manager,Finance,Decreasing,Moderate,143842.8,High School,16,5608,8344,47.9,10.09,India,62.57
Health visitor,IT,Decreasing,Low,123838.13,Bachelor’s Degree,8,3277,7804,72.93,74.35,Canada,28.53
"Teacher, music",Retail,Increasing,High,142055.67,High School,9,2740,4764,4.73,86.03,Australia,42.95
International aid/development worker,IT,Increasing,Low,88090.64,Bachelor’s Degree,14,3317,703,84.21,29.26,UK,21.32
Legal secretary,IT,Decreasing,Moderate,63245.92,PhD,13,5907,8000,52.02,64.28,Australia,53.6
"Development worker, community",Transportation,Decreasing,Low,70583.38,Master’s Degree,3,9302,7746,8.34,5.03,China,45.03
Drilling engineer,IT,Increasing,Moderate,142078.19,Master’s Degree,8,4034,9144,12.84,44.9,UK,20.55
Recruitment consultant,Entertainment,Decreasing,Moderate,83834.79,Master’s Degree,18,2023,6629,57.99,26.96,China,29.9
"Engineer, energy",Finance,Increasing,Low,134673.92,PhD,4,5190,7784,18.74,43.17,China,61.9
"Lecturer, higher education",Entertainment,Decreasing,High,96501.75,Master’s Degree,10,8264,8101,42.6,71.6,China,27.62
Operations geologist,Education,Increasing,High,96553.68,Master’s Degree,6,9689,7845,86.08,43.51,UK,60.03
Emergency planning/management officer,Manufacturing,Decreasing,Low,67145.4,PhD,20,5808,7930,38.95,46.78,Brazil,42.71
Police officer,Entertainment,Increasing,Moderate,107786.65,Bachelor’s Degree,3,9335,891,50.22,82.3,UK,54.77
Chartered loss adjuster,Education,Increasing,High,33904.3,Bachelor’s Degree,18,1413,9277,41.84,34.43,India,41.6
Early years teacher,Manufacturing,Decreasing,Moderate,117174.59,Associate Degree,0,3940,1035,5.67,40.64,USA,40.01
Forest/woodland manager,Healthcare,Decreasing,Moderate,44917.63,High School,9,4931,2156,85.95,24.65,Canada,22.37
Actuary,Healthcare,Decreasing,High,128917.77,Associate Degree,14,3810,3384,13.34,41.17,India,33.01
Advice worker,IT,Increasing,Low,74027.41,PhD,1,4438,8517,69.39,79.75,China,37.65
Town planner,Entertainment,Decreasing,High,41473.6,Master’s Degree,20,8933,4383,13.22,82.78,India,23.11
"Surveyor, quantity",Transportation,Increasing,Moderate,52864.86,Bachelor’s Degree,7,4266,8150,19.04,7.25,USA,25.14
"Designer, blown glass/stained glass",Retail,Increasing,Moderate,88784.6,Bachelor’s Degree,14,1500,4418,24.77,39.57,Canada,64.32
Customer service manager,Retail,Decreasing,High,55369.31,PhD,9,4842,7163,31.53,87.71,Brazil,22.24
Television/film/video producer,Healthcare,Increasing,Low,129463.11,PhD,9,499,581,94.07,45.46,USA,68.07
Lobbyist,Finance,Decreasing,High,108228.02,Associate Degree,19,694,3537,94.76,63.19,India,40.7
Further education lecturer,IT,Increasing,Low,59690.06,Bachelor’s Degree,3,3431,2255,67.74,94.5,Germany,77.39
Tax adviser,Manufacturing,Increasing,Moderate,93176.24,High School,0,1549,1461,93.72,65.75,Canada,70.93
Air cabin crew,Retail,Increasing,Low,121220.23,PhD,11,6404,550,25.87,21.88,China,26.56
Secretary/administrator,Retail,Decreasing,Moderate,110221.29,PhD,9,1833,6827,30.07,54.31,USA,68.84
Gaffer,Manufacturing,Decreasing,Moderate,56472.94,Associate Degree,18,3211,4858,38.28,64.66,Canada,49.9
"Psychologist, clinical",Entertainment,Increasing,Low,148122.57,PhD,10,9157,7974,41.96,88.97,India,35.2
"Radiographer, therapeutic",Transportation,Decreasing,Low,122905.91,Associate Degree,12,2665,2703,81.14,6.37,India,75.68
Art therapist,Healthcare,Increasing,Low,121757.57,High School,10,5841,9713,86.66,68.46,UK,70.05
Press photographer,Education,Decreasing,Low,99198.11,Associate Degree,15,2833,2985,84.88,2.9,Canada,22.15
"Therapist, occupational",Entertainment,Increasing,Moderate,148069.7,PhD,14,171,7768,98.66,13.77,Australia,55.37
"Scientist, water quality",Education,Increasing,High,44400.2,PhD,5,1528,5502,38.42,90.09,USA,65.41
"Research officer, government",Retail,Increasing,High,63754.35,Associate Degree,11,1747,591,48.57,58.52,India,65.15
Psychotherapist,Education,Decreasing,Low,39712.48,High School,18,9690,452,56.37,0.38,UK,48.89
Architectural technologist,Education,Increasing,Low,63979.83,PhD,11,7206,5151,46.1,61.56,India,40.78
Financial controller,Manufacturing,Decreasing,High,104249.88,Bachelor’s Degree,9,4091,524,83.54,38.61,Brazil,46.05
Claims inspector/assessor,IT,Decreasing,Moderate,132242.15,PhD,2,552,9508,15.46,44.54,China,32.43
Personnel officer,Healthcare,Increasing,Moderate,59713.66,Master’s Degree,9,567,5023,59.39,62.97,Canada,74.71
Systems developer,Retail,Increasing,High,122561.27,Associate Degree,15,6978,5304,2.08,74.7,UK,47.08
Magazine journalist,Finance,Increasing,High,69043.88,Bachelor’s Degree,19,5488,8309,44.14,79.05,India,55.84
Travel agency manager,Healthcare,Decreasing,Moderate,57690.02,Bachelor’s Degree,13,6398,4870,79.17,79.03,Brazil,54.46
Optometrist,Education,Decreasing,High,49024.77,PhD,7,8213,9504,41.13,27.84,Canada,23.77
"Nurse, mental health",Healthcare,Increasing,High,70740.93,PhD,8,7084,302,25.52,52.82,UK,31.5
Clinical biochemist,Transportation,Decreasing,Low,108727.54,Bachelor’s Degree,15,3470,9403,91.42,52.02,India,35.11
"Therapist, speech and language",Manufacturing,Increasing,Moderate,99273.53,Bachelor’s Degree,7,4501,9952,76.77,60.75,India,56.36
Health service manager,Manufacturing,Decreasing,Low,32738.87,High School,5,1509,2129,60.64,57.6,UK,41.1
Biomedical engineer,IT,Decreasing,High,66018.82,Bachelor’s Degree,2,1256,3740,17.04,76.09,India,48.88
"Designer, blown glass/stained glass",Transportation,Decreasing,Low,45954.67,Associate Degree,18,3997,2853,37.14,4.01,Germany,47.14
Planning and development surveyor,Education,Decreasing,High,70917.65,Master’s Degree,10,3286,1799,96.13,21.23,Australia,36.52
Sports therapist,Education,Increasing,Low,68079.41,High School,0,8940,7013,54.16,88.63,Australia,35.58
Medical technical officer,IT,Increasing,High,52121.02,Bachelor’s Degree,13,6834,2052,18.34,49.34,UK,26.91
"Buyer, industrial",IT,Increasing,Moderate,37699.53,Bachelor’s Degree,15,6312,6403,44.16,47.24,India,69.84
Landscape architect,Manufacturing,Increasing,High,77783.09,High School,16,9163,2096,74.08,39.29,Brazil,48.29
Recruitment consultant,Manufacturing,Decreasing,Low,62499.56,Associate Degree,12,2258,6169,15.73,3.77,India,60.48
Technical sales engineer,Retail,Increasing,Low,38856.9,Bachelor’s Degree,15,8319,3092,14.41,51.58,India,26.72
Tree surgeon,Healthcare,Decreasing,High,107668.08,Master’s Degree,3,934,6245,89.03,84.42,Germany,56.8
Interpreter,Education,Decreasing,High,100173.45,Master’s Degree,18,7292,6087,88.74,28.82,India,40.52
Archaeologist,Manufacturing,Increasing,High,50984.14,High School,1,3923,3507,17.34,22.28,Brazil,35.24
Cartographer,Transportation,Decreasing,High,75590.91,PhD,9,4544,1419,19.71,10.21,Brazil,52.07
"Engineer, electronics",Healthcare,Increasing,High,57966.68,High School,5,4338,2267,85.52,25.9,Brazil,76.51
"Designer, jewellery",Education,Decreasing,Moderate,96069.1,PhD,14,8217,7224,83.94,12.41,Canada,79.79
"Surveyor, hydrographic",Finance,Decreasing,Low,49237.14,High School,20,4208,990,24.56,0.17,China,61.8
"Therapist, nutritional",Manufacturing,Increasing,Moderate,68861.97,PhD,16,8448,9126,89.7,58.42,UK,20.56
Geographical information systems officer,IT,Decreasing,Low,75874.72,Master’s Degree,1,1570,1544,19.42,23.86,China,59.14
Call centre manager,Education,Decreasing,Low,141894.13,Associate Degree,1,6125,7663,15.79,16.61,Germany,79.99
Public relations officer,Entertainment,Decreasing,Moderate,48754.32,Bachelor’s Degree,2,9856,5520,87.05,73.07,Brazil,68.96
Information officer,Education,Decreasing,Low,136011.57,Associate Degree,3,6803,3082,37.9,96.56,Canada,20.15
Quality manager,Finance,Increasing,Low,127447.21,PhD,2,3171,4382,75.57,63.77,Brazil,40.87
"Optician, dispensing",Finance,Increasing,Low,100752.42,Bachelor’s Degree,13,1087,7219,39.21,64.4,India,57.4
Dispensing optician,IT,Decreasing,Low,144795.28,Master’s Degree,1,5185,9288,92.7,38.18,Canada,31.07
Graphic designer,Transportation,Increasing,Moderate,96011.18,Master’s Degree,16,437,3089,62.42,28.91,Brazil,23.13
Recycling officer,Manufacturing,Increasing,Low,110994.11,Bachelor’s Degree,18,4140,955,70.05,5.63,China,46.68
Podiatrist,Healthcare,Decreasing,Low,83888.02,High School,18,8518,4799,40.47,57.44,Australia,58.01
Armed forces training and education officer,Healthcare,Decreasing,High,120619.72,High School,13,2048,786,80.68,74.71,India,58.1
Neurosurgeon,Healthcare,Increasing,High,38981.89,High School,18,8407,9778,89.27,79.9,Germany,58.14
Minerals surveyor,Finance,Increasing,Moderate,114617.5,Associate Degree,7,8982,6353,14.33,33.09,USA,55.28
Higher education lecturer,Retail,Decreasing,Moderate,130153.32,Associate Degree,14,1222,225,10.88,59.74,UK,71.53
Minerals surveyor,Retail,Increasing,Low,105511.96,Bachelor’s Degree,3,3418,629,63.63,30.3,Brazil,38.96
Podiatrist,Education,Decreasing,Moderate,109659.86,Bachelor’s Degree,17,8090,8726,29.52,35.29,Canada,30.54
Historic buildings inspector/conservation officer,IT,Decreasing,Moderate,38507.47,Associate Degree,9,4831,4894,54.66,23.71,Germany,45.81
"Scientist, biomedical",Healthcare,Decreasing,Low,138170.1,Bachelor’s Degree,4,7791,1186,24.69,55.85,USA,38.8
Chartered legal executive (England and Wales),Manufacturing,Increasing,Moderate,79194.5,Bachelor’s Degree,10,4013,5844,40.78,52.54,USA,31.07
Phytotherapist,Education,Increasing,Low,118266.24,Associate Degree,3,6012,4347,14.65,40.2,UK,56.43
"Therapist, horticultural",Transportation,Decreasing,Moderate,80354.23,Master’s Degree,3,4527,5021,84.5,56.57,Canada,64.15
Geoscientist,Entertainment,Increasing,Low,116028.85,PhD,12,1250,2396,94.62,77.68,India,29.04
Administrator,Entertainment,Increasing,Low,62994.53,Bachelor’s Degree,19,4418,1649,69.42,37.93,Australia,37.04
Trading standards officer,Education,Increasing,Moderate,141979.2,Associate Degree,2,6488,3139,47.92,17.54,Canada,38.93
Museum/gallery curator,Manufacturing,Increasing,Moderate,135766.34,High School,8,9135,5689,63.58,68.22,UK,45.31
Financial planner,Transportation,Decreasing,Low,137861.35,Master’s Degree,19,413,355,21.53,41.29,Canada,41.43
Airline pilot,Healthcare,Increasing,Moderate,32447.98,PhD,15,5290,2696,90.33,37.44,USA,29.72
Magazine journalist,Transportation,Increasing,Low,106309.13,Associate Degree,7,3151,240,51.11,84.05,Germany,60.54
"Psychologist, forensic",Entertainment,Decreasing,High,142464.33,Bachelor’s Degree,18,5422,6561,81.95,82.32,UK,37.59
"Lecturer, further education",Retail,Decreasing,High,62698.53,Bachelor’s Degree,4,8189,1658,11.48,25.95,China,55.05
Armed forces training and education officer,Education,Increasing,High,35866.7,Bachelor’s Degree,9,2679,6652,58.76,33.2,India,66.28
Museum/gallery curator,Education,Decreasing,High,42385.97,Associate Degree,3,1832,3085,13.42,97.54,Brazil,55.63
"Engineer, technical sales",Healthcare,Increasing,Low,48825.53,PhD,11,6482,8325,41.21,57.42,USA,47.37
Public affairs consultant,Transportation,Increasing,Moderate,39956.8,Bachelor’s Degree,12,7464,7407,7.35,76.06,Canada,49.5
Chief Executive Officer,Retail,Decreasing,Low,35794.25,High School,10,3246,5692,93.62,71.86,Australia,62.26
Network engineer,IT,Increasing,Low,52064.96,PhD,0,6852,6372,74.37,17.14,Germany,40.99
Advertising account planner,Education,Increasing,Moderate,51704.84,Bachelor’s Degree,16,3256,730,53.06,15.17,Canada,24.77
Psychotherapist,Education,Increasing,Low,117853.16,Master’s Degree,11,9774,5329,80.44,72.67,Canada,71.79
Lexicographer,Transportation,Increasing,Low,138064.27,Master’s Degree,16,9238,6523,50.68,36.16,Australia,63.7
Telecommunications researcher,Retail,Decreasing,Moderate,72477.81,High School,6,781,3529,23.9,61.11,USA,43.02
"Production assistant, radio",Retail,Increasing,Moderate,63225.82,Master’s Degree,11,4051,3674,34.18,56.91,Germany,44.1
Systems developer,Education,Decreasing,High,87192.48,Bachelor’s Degree,5,9676,1735,93.75,82.88,Australia,44.7
Cartographer,IT,Decreasing,Moderate,140959.77,Bachelor’s Degree,19,1838,5903,22.34,83.71,Australia,59.59
Contractor,Entertainment,Decreasing,Moderate,116177.94,Bachelor’s Degree,1,3855,1855,25.86,27.77,India,52.88
"Restaurant manager, fast food",Manufacturing,Decreasing,High,41943.12,Associate Degree,6,451,2681,20.1,9.07,Germany,71.78
Call centre manager,Retail,Decreasing,High,55953.4,High School,5,2632,7622,74.24,16.88,India,56.81
Office manager,Finance,Increasing,Moderate,89320.63,Bachelor’s Degree,11,3986,745,57.52,65.34,Germany,44.19
Tour manager,IT,Increasing,Low,148339.91,Master’s Degree,7,6793,5356,18.01,63.03,Canada,53.43
Set designer,Manufacturing,Increasing,Low,91925.7,Master’s Degree,3,6142,8382,19.68,25.98,India,54.24
"Engineer, drilling",Healthcare,Decreasing,High,92254.44,PhD,1,7909,4612,24.66,0.57,Canada,44.72
"Investment banker, corporate",Education,Increasing,Low,124641.45,High School,15,9864,516,28.62,53.48,Germany,35.76
Community development worker,IT,Decreasing,High,61611.82,Associate Degree,8,5220,3816,68.46,6.28,USA,21.66
Medical physicist,Healthcare,Increasing,High,79364.82,Associate Degree,8,5594,9447,20.39,27.98,India,61.42
"Administrator, Civil Service",Education,Decreasing,Moderate,136566.34,PhD,20,3316,295,79.33,22.36,USA,43.47
"Engineer, petroleum",IT,Decreasing,Moderate,44928.3,Master’s Degree,2,3798,2180,98.87,81.85,Brazil,25.15
"Scientist, product/process development",IT,Increasing,Moderate,126438.44,Associate Degree,9,2913,8059,42.76,88.87,UK,40.46
Database administrator,IT,Decreasing,High,47711.56,Master’s Degree,4,3667,4992,29.77,39.69,Canada,23.22
Dentist,Retail,Decreasing,Low,44696.58,Bachelor’s Degree,6,8764,3647,22.1,73.49,Canada,69.6
Medical secretary,Education,Increasing,Low,30057.19,High School,18,177,1163,27.7,5.87,China,53.65
Forensic scientist,Entertainment,Decreasing,High,136782.71,High School,17,6776,5874,28.99,60.41,USA,33.42
Musician,Finance,Increasing,High,104053.21,Associate Degree,4,5345,4740,29.46,67.18,Germany,27.81
IT consultant,Transportation,Decreasing,Moderate,145202.1,Associate Degree,9,521,685,96.64,91.38,UK,51.31
Music therapist,Finance,Decreasing,Moderate,57527.41,Master’s Degree,1,6455,2266,89.91,96.55,Canada,56.58
"Psychologist, forensic",Transportation,Decreasing,Low,114141.8,PhD,4,8922,253,30.53,27.84,Germany,31.85
Dentist,Manufacturing,Increasing,Low,87742.91,High School,5,4331,4288,19.98,40.09,USA,73.46
"Doctor, hospital",Manufacturing,Increasing,Moderate,37343.99,High School,0,8738,9975,59.96,57.86,Brazil,69.57
Government social research officer,Finance,Increasing,Low,76436.94,Associate Degree,10,3164,763,34.77,65.14,China,70.9
Database administrator,Education,Increasing,Low,39128.98,PhD,15,4182,5831,68.28,72.95,UK,50.1
Manufacturing engineer,Finance,Decreasing,Low,146084.02,Master’s Degree,17,5505,995,64.08,80.22,China,29.38
Podiatrist,Finance,Decreasing,High,138530.74,Bachelor’s Degree,2,1849,9910,88.13,36.73,Brazil,62.61
"Therapist, speech and language",Entertainment,Decreasing,Low,59488.14,Master’s Degree,6,692,1016,69.66,77.19,USA,69.24
Mental health nurse,Manufacturing,Increasing,Moderate,108700.08,High School,2,6141,952,76.18,46.26,Brazil,42.29
Nature conservation officer,Finance,Decreasing,Moderate,122882.86,Master’s Degree,17,5254,5679,61.87,21.39,India,54.56
"Journalist, magazine",Finance,Decreasing,High,106612.78,High School,15,2286,5485,76.97,31.78,Brazil,24.16
Outdoor activities/education manager,Entertainment,Increasing,High,112225.3,PhD,9,3582,3523,93.53,25.75,Australia,28.53
English as a second language teacher,Finance,Increasing,High,45664.46,Bachelor’s Degree,15,6602,2003,89.98,35.07,UK,57.13
Medical laboratory scientific officer,Retail,Decreasing,Low,124229.47,High School,4,4212,7967,15.48,92.75,USA,25.28
Occupational psychologist,Finance,Increasing,High,86052.17,PhD,18,2356,887,85.58,82.67,Brazil,78.47
Architect,Entertainment,Decreasing,Moderate,66333.72,Bachelor’s Degree,18,803,771,21.23,12.05,Brazil,60.63
"Development worker, international aid",Education,Decreasing,Moderate,64359.0,Bachelor’s Degree,10,5708,1321,85.41,94.38,Brazil,49.9
Geographical information systems officer,Finance,Decreasing,High,121504.34,PhD,16,4684,7683,25.76,1.54,Canada,57.65
Music tutor,Retail,Increasing,High,67152.52,Bachelor’s Degree,11,610,3325,8.23,58.92,UK,23.99
Dancer,Healthcare,Decreasing,Moderate,138057.03,Associate Degree,8,4794,3909,73.81,86.58,USA,47.76
Ergonomist,IT,Increasing,High,59129.55,Bachelor’s Degree,13,1264,2735,12.76,88.41,China,77.53
Museum/gallery curator,Education,Increasing,Low,121042.38,High School,18,5674,760,8.16,21.4,Australia,51.94
Water engineer,Finance,Increasing,Low,108307.06,PhD,17,2202,871,64.72,34.27,UK,33.31
Dramatherapist,IT,Increasing,Moderate,68471.39,High School,16,1825,5244,77.51,55.66,Canada,29.92
Quantity surveyor,IT,Increasing,High,124351.28,Master’s Degree,12,7560,9120,82.08,28.32,Germany,45.5
Nutritional therapist,Entertainment,Increasing,Low,78103.96,High School,18,5197,3177,19.38,32.17,Germany,48.69
Armed forces operational officer,Manufacturing,Increasing,Moderate,37235.85,PhD,13,7395,6917,31.18,74.83,Germany,52.5
"Scientist, product/process development",Education,Decreasing,Moderate,90331.71,Master’s Degree,5,4300,6670,40.52,71.2,Australia,49.24
Chartered accountant,Entertainment,Increasing,Low,55044.01,Bachelor’s Degree,9,5644,9305,54.91,70.6,Germany,38.64
Art gallery manager,Entertainment,Increasing,Low,145207.82,High School,2,922,5543,39.91,89.11,Canada,72.96
"Surveyor, minerals",IT,Increasing,Moderate,109285.0,PhD,0,9842,2360,93.73,90.45,India,66.79
"Social research officer, government",Finance,Increasing,Moderate,128805.72,Associate Degree,18,1133,4797,96.03,63.42,India,44.45
Fitness centre manager,Finance,Decreasing,Low,145947.03,High School,18,9035,2023,18.65,42.11,UK,59.71
Geophysicist/field seismologist,Education,Decreasing,High,30523.88,Bachelor’s Degree,8,1808,183,41.05,77.6,USA,34.97
General practice doctor,Manufacturing,Decreasing,High,149284.58,Master’s Degree,2,2785,843,12.96,26.81,USA,70.63
Press photographer,Healthcare,Decreasing,Low,65675.69,Associate Degree,13,9088,6728,23.24,88.31,Germany,44.49
"Scientist, forensic",Retail,Decreasing,Moderate,35324.69,Bachelor’s Degree,6,2575,433,57.52,96.98,USA,54.96
Chief Technology Officer,Entertainment,Increasing,Low,70474.92,Master’s Degree,12,1191,4132,98.17,74.26,USA,39.06
Newspaper journalist,Retail,Decreasing,Low,30499.07,Associate Degree,6,9990,718,14.54,15.82,USA,24.54
Legal executive,Entertainment,Increasing,Low,112573.47,Associate Degree,14,1542,6686,67.4,90.98,UK,52.59
Insurance claims handler,IT,Increasing,Low,148590.35,Associate Degree,12,6893,7338,99.85,98.92,Brazil,46.89
Health and safety inspector,Education,Decreasing,High,56813.57,High School,8,5728,8729,45.67,4.5,Brazil,32.27
Medical sales representative,Manufacturing,Decreasing,Moderate,146505.67,Associate Degree,20,4836,8971,66.64,23.34,Australia,38.56
Games developer,IT,Increasing,Low,141657.51,High School,7,6528,9816,61.94,11.83,Australia,31.33
"Surveyor, rural practice",Transportation,Increasing,Low,60549.09,High School,20,2499,626,33.6,42.87,Australia,47.73
Leisure centre manager,Entertainment,Increasing,High,137751.42,PhD,3,5439,940,1.44,6.23,Australia,75.77
Quarry manager,Manufacturing,Increasing,High,46476.91,Associate Degree,6,8975,2306,49.08,66.15,Germany,20.92
Dispensing optician,Finance,Decreasing,Moderate,91588.96,Master’s Degree,8,1423,3054,16.23,43.82,Canada,27.17
Ceramics designer,Education,Decreasing,High,83024.91,Associate Degree,17,7796,9825,10.42,95.39,Germany,24.08
Diagnostic radiographer,Retail,Decreasing,Moderate,84077.29,Master’s Degree,14,122,2054,30.22,67.69,Brazil,44.89
Make,Education,Increasing,Low,54432.85,Master’s Degree,19,2366,3015,2.41,64.58,Germany,24.91
Control and instrumentation engineer,Finance,Increasing,Moderate,104974.22,Master’s Degree,4,6203,6664,15.94,81.5,China,21.79
Investment analyst,Manufacturing,Increasing,Low,110659.6,High School,16,7996,6884,89.93,5.13,India,77.49
Music therapist,Retail,Decreasing,Low,105566.74,High School,17,4838,8434,42.99,50.12,Canada,27.8
Analytical chemist,Retail,Increasing,Moderate,102728.3,Associate Degree,2,1872,4282,80.7,49.62,China,34.85
"Therapist, horticultural",Finance,Decreasing,Low,137134.13,Master’s Degree,7,3083,8220,75.83,59.9,Brazil,53.44
Company secretary,Finance,Decreasing,Low,137467.27,Associate Degree,12,8373,9443,15.25,79.18,Australia,33.14
Corporate treasurer,Education,Increasing,Moderate,114954.9,PhD,17,1020,4344,39.81,50.87,India,73.23
"Research officer, government",Retail,Increasing,Moderate,123333.39,High School,2,2649,9892,35.88,78.94,Brazil,64.01
Legal executive,Manufacturing,Decreasing,High,55372.56,Master’s Degree,10,7694,8744,73.54,77.2,USA,75.5
Child psychotherapist,Retail,Increasing,Low,134609.93,Associate Degree,6,6186,6890,23.29,3.58,Brazil,45.43
Probation officer,Finance,Increasing,Moderate,69695.39,High School,13,2415,4573,62.48,63.98,UK,39.58
"Therapist, speech and language",Retail,Decreasing,Moderate,68891.34,Associate Degree,10,952,5485,18.32,96.69,China,49.52
Network engineer,Education,Increasing,Low,87515.2,Bachelor’s Degree,6,3136,2688,49.72,22.98,UK,51.96
Ship broker,Retail,Increasing,High,146500.81,High School,19,9912,4980,4.58,41.08,Australia,61.2
Purchasing manager,IT,Decreasing,Low,89645.59,High School,9,5786,1419,94.34,69.46,USA,27.67
"Lecturer, higher education",Entertainment,Decreasing,High,71660.08,Associate Degree,10,3086,1070,65.96,19.75,Brazil,50.79
Barrister's clerk,Healthcare,Decreasing,Moderate,106774.47,Associate Degree,11,8026,4301,97.03,97.23,Canada,64.24
"Editor, film/video",Retail,Increasing,Low,84161.17,Master’s Degree,7,1065,7939,10.63,9.5,India,38.63
"Therapist, nutritional",Transportation,Increasing,High,62536.93,Master’s Degree,1,5137,1229,55.63,26.07,Australia,58.61
"Designer, jewellery",Healthcare,Increasing,High,105809.91,Master’s Degree,7,7053,7592,94.57,23.87,Brazil,73.38
"Conservation officer, nature",Healthcare,Increasing,High,130077.57,High School,7,5102,3748,35.49,4.99,India,66.8
Clinical research associate,Entertainment,Increasing,Low,145715.25,PhD,4,3495,3543,50.53,65.52,China,40.54
"Engineer, mining",Transportation,Decreasing,Moderate,73565.61,Associate Degree,11,3628,466,59.9,48.29,Germany,20.68
Oceanographer,Healthcare,Decreasing,Moderate,123403.11,Master’s Degree,0,1996,1881,55.35,64.34,Brazil,63.7
Estate agent,IT,Increasing,Moderate,134247.74,High School,3,4360,1584,25.43,19.67,Canada,44.39
Private music teacher,Finance,Decreasing,Low,40745.5,Associate Degree,8,4486,6085,75.02,50.78,USA,26.19
Scientific laboratory technician,Education,Decreasing,Moderate,134748.3,Associate Degree,3,8622,7101,34.31,15.6,Canada,73.96
"Designer, ceramics/pottery",Manufacturing,Decreasing,High,131976.57,Associate Degree,7,4750,6531,53.48,36.87,USA,68.31
Manufacturing systems engineer,Retail,Increasing,Low,44887.94,PhD,12,8806,2806,97.02,20.45,UK,42.77
Planning and development surveyor,Entertainment,Decreasing,High,83633.71,Associate Degree,4,7476,2247,53.6,87.43,China,23.97
Proofreader,Entertainment,Increasing,Low,118034.76,Bachelor’s Degree,14,319,7507,8.05,88.01,UK,66.67
"Loss adjuster, chartered",Education,Decreasing,Moderate,64869.62,High School,17,6003,6197,10.25,72.84,Australia,66.53
Games developer,IT,Increasing,Moderate,62917.56,Bachelor’s Degree,4,625,4607,5.29,21.92,Canada,75.33
Gaffer,Finance,Decreasing,Moderate,81264.84,Bachelor’s Degree,0,1953,272,19.57,77.08,China,34.83
Charity officer,IT,Increasing,Low,135194.31,PhD,0,1827,4423,95.73,3.09,Germany,74.65
Systems developer,IT,Decreasing,Low,56182.52,High School,12,9218,998,41.15,57.68,Canada,23.61
Adult guidance worker,Education,Increasing,Low,60945.71,Bachelor’s Degree,2,5585,6019,49.54,48.04,Germany,72.75
Sports administrator,Transportation,Increasing,High,138973.14,High School,14,4697,7485,22.38,49.66,Canada,37.65
"Surveyor, building",Education,Increasing,Moderate,127783.4,Associate Degree,17,9936,3552,59.25,56.24,UK,51.54
IT technical support officer,IT,Decreasing,Low,63170.93,PhD,11,4667,4026,20.39,1.59,India,67.68
"Psychologist, clinical",Transportation,Increasing,Low,149705.53,Master’s Degree,1,7425,8011,88.85,36.8,Brazil,36.59
Public house manager,Entertainment,Increasing,Moderate,116372.21,Bachelor’s Degree,14,4266,3462,59.87,74.09,Germany,39.3
Barrister,Transportation,Increasing,Low,100106.39,High School,10,1084,5194,77.63,7.74,Australia,71.17
"Psychologist, educational",Manufacturing,Decreasing,Moderate,138651.67,High School,14,3418,9970,27.16,90.57,Germany,69.94
"Physicist, medical",Entertainment,Decreasing,High,48261.28,PhD,12,686,7323,11.69,85.8,UK,32.77
Medical laboratory scientific officer,Retail,Decreasing,High,30458.51,Associate Degree,11,2814,2987,87.77,0.41,Canada,60.61
Dramatherapist,Manufacturing,Decreasing,Moderate,108175.54,Master’s Degree,8,5255,944,79.93,40.99,Australia,46.52
Trade union research officer,Transportation,Decreasing,Low,133390.93,Bachelor’s Degree,9,1502,3870,47.96,79.92,Germany,68.35
Homeopath,Entertainment,Increasing,Moderate,58618.26,High School,2,1593,4538,78.32,89.92,Australia,62.77
Music therapist,IT,Decreasing,Moderate,139901.18,PhD,20,8198,4237,23.01,8.91,Canada,33.94
Geochemist,Healthcare,Increasing,Moderate,51199.9,PhD,0,637,721,87.32,32.28,Australia,41.14
Estate manager/land agent,Manufacturing,Increasing,High,124364.21,Associate Degree,14,6716,8209,87.93,42.45,China,41.46
Toxicologist,Retail,Decreasing,High,90070.14,PhD,10,6110,1023,36.56,96.45,Australia,64.5
"Engineer, structural",Education,Increasing,Low,91950.42,High School,2,3013,9812,23.76,29.52,Canada,32.96
Sports therapist,Manufacturing,Increasing,High,102024.58,Associate Degree,7,6740,5144,49.24,61.52,Brazil,70.74
Paediatric nurse,Entertainment,Increasing,Low,149689.23,Bachelor’s Degree,2,3058,4281,4.36,58.82,Canada,28.42
Legal executive,Transportation,Decreasing,Moderate,114213.72,PhD,5,8070,6674,71.09,65.56,USA,34.15
Engineering geologist,Finance,Increasing,Low,50729.57,Associate Degree,19,5161,9039,15.75,64.82,India,64.16
Cabin crew,Healthcare,Decreasing,Moderate,86401.43,High School,19,3565,1370,90.34,93.74,USA,59.53
Local government officer,Entertainment,Increasing,High,138683.24,High School,4,8255,3796,38.84,59.49,Canada,46.93
Sports development officer,Retail,Increasing,Low,106136.87,High School,0,2911,6586,96.92,11.57,USA,49.58
Sports therapist,Retail,Increasing,Low,140476.39,PhD,2,6388,8818,41.56,94.54,Germany,59.84
Structural engineer,Education,Increasing,Low,33184.77,Bachelor’s Degree,8,6021,3381,18.48,82.5,Canada,24.92
Sports development officer,Entertainment,Increasing,High,41377.38,High School,14,3207,7557,25.56,72.0,Australia,23.6
Investment analyst,Manufacturing,Increasing,Moderate,121062.5,PhD,1,8564,3677,14.09,51.08,UK,20.21
Broadcast presenter,Manufacturing,Increasing,High,60772.54,Bachelor’s Degree,15,6867,160,3.2,7.4,Germany,65.84
Forensic psychologist,Manufacturing,Increasing,Moderate,52559.16,Associate Degree,0,2426,3291,82.92,56.5,Australia,30.81
"Surveyor, rural practice",Transportation,Decreasing,Moderate,97267.75,Associate Degree,19,3788,2148,30.9,95.02,Brazil,78.53
Chartered accountant,Manufacturing,Decreasing,Low,65612.9,Associate Degree,3,635,9790,41.95,28.96,India,54.22
Archivist,Education,Increasing,Moderate,58840.03,Master’s Degree,1,8751,6560,36.52,95.31,Germany,73.03
"Engineer, electrical",Retail,Increasing,Moderate,65122.69,PhD,0,333,1277,48.36,2.13,Brazil,67.93
Stage manager,Education,Decreasing,Moderate,73524.53,Associate Degree,14,1441,3615,99.98,85.14,Brazil,44.64
Recycling officer,Transportation,Increasing,Moderate,92804.7,Bachelor’s Degree,6,143,9807,5.01,38.7,China,36.1
Stage manager,Education,Increasing,Moderate,49960.09,PhD,6,5445,1922,44.59,95.41,Canada,30.08
Freight forwarder,IT,Increasing,Moderate,37327.36,High School,16,7315,2294,42.35,93.16,Australia,53.09
Risk manager,Manufacturing,Decreasing,High,78200.98,Bachelor’s Degree,19,8780,2930,42.55,46.88,UK,22.16
Health and safety inspector,Finance,Increasing,Moderate,77059.66,High School,13,8382,3257,43.61,36.88,Brazil,22.49
Geoscientist,Education,Decreasing,Low,63877.34,High School,6,5408,7408,18.05,45.98,Germany,40.46
"Optician, dispensing",Education,Increasing,Low,88612.58,Bachelor’s Degree,18,2129,6822,15.81,99.4,India,62.52
"Therapist, art",Transportation,Increasing,Moderate,33475.98,Bachelor’s Degree,5,9394,6960,10.24,23.19,USA,55.7
General practice doctor,Finance,Decreasing,High,106771.26,PhD,6,6277,152,14.53,1.34,USA,27.52
"Surveyor, insurance",Entertainment,Increasing,Moderate,67445.13,Master’s Degree,20,8073,5183,61.27,55.25,Brazil,29.69
Farm manager,IT,Increasing,Low,127674.76,Master’s Degree,18,9825,950,46.62,26.57,China,44.22
Ophthalmologist,Healthcare,Increasing,Moderate,47299.12,High School,9,175,8034,50.75,35.38,Germany,27.51
Solicitor,Manufacturing,Increasing,Moderate,46250.08,High School,4,9138,2060,1.86,41.45,China,43.99
Commissioning editor,IT,Decreasing,Low,95853.18,PhD,17,566,4669,7.05,92.49,Germany,67.41
Company secretary,IT,Decreasing,Moderate,138213.73,PhD,14,1551,7212,87.49,91.03,USA,49.43
"Teacher, English as a foreign language",Education,Increasing,Moderate,48204.14,PhD,16,7062,2001,54.86,36.06,UK,75.64
Aeronautical engineer,IT,Increasing,High,88005.74,PhD,15,9573,9108,94.53,60.22,China,42.19
Publishing rights manager,Manufacturing,Decreasing,High,120388.26,Master’s Degree,18,7244,6243,47.58,96.61,India,44.17
Clinical research associate,Education,Increasing,Low,52197.66,Associate Degree,9,6610,7956,60.75,25.75,Brazil,65.61
Systems analyst,Retail,Decreasing,Low,77538.72,High School,10,9757,5961,66.45,87.83,Canada,34.75
"Social research officer, government",Entertainment,Decreasing,High,130269.56,Associate Degree,15,3842,7469,57.31,39.47,Germany,47.82
Dietitian,Finance,Increasing,Low,129424.52,Associate Degree,1,7703,1722,22.39,42.22,India,48.28
Radio broadcast assistant,Education,Decreasing,Low,101969.48,High School,7,8688,2060,12.53,30.29,Germany,64.22
"Engineer, communications",IT,Increasing,High,85915.76,Bachelor’s Degree,5,4091,8389,70.67,14.84,Australia,48.07
Metallurgist,Healthcare,Increasing,Low,74072.85,Associate Degree,2,1480,5060,87.23,97.38,Germany,51.32
Music therapist,Entertainment,Decreasing,Moderate,122122.55,Associate Degree,20,8516,8760,83.91,3.93,UK,61.04
Best boy,IT,Decreasing,Low,142375.74,Bachelor’s Degree,18,4804,5933,67.41,17.74,Australia,25.47
Insurance broker,Finance,Increasing,Moderate,143501.13,PhD,15,4297,8105,8.82,56.66,Brazil,65.18
Health promotion specialist,Entertainment,Increasing,Moderate,80196.76,Master’s Degree,16,6471,6747,85.14,5.03,India,60.12
Freight forwarder,Education,Decreasing,Low,132278.34,Bachelor’s Degree,20,7873,6231,58.93,59.18,UK,79.88
Counsellor,Retail,Decreasing,High,118857.26,Master’s Degree,4,7713,7804,80.89,16.63,Brazil,55.64
Theatre manager,Retail,Decreasing,High,123034.2,Master’s Degree,5,6189,8695,4.16,9.48,China,59.09
Risk manager,Transportation,Decreasing,Low,146052.67,High School,15,5118,3365,49.64,70.87,Canada,79.37
Legal executive,Manufacturing,Decreasing,Low,48228.17,Bachelor’s Degree,2,7580,5124,3.02,46.44,China,52.22
Accommodation manager,Finance,Decreasing,Moderate,86344.77,PhD,1,5144,5615,91.64,87.62,Germany,49.91
"Scientist, water quality",Retail,Increasing,Moderate,99502.72,Associate Degree,14,3223,7106,48.83,30.83,Australia,51.86
"Teacher, secondary school",Finance,Decreasing,Moderate,73524.63,High School,6,5349,2069,55.75,0.27,India,32.54
Careers information officer,Education,Increasing,Moderate,53184.95,Master’s Degree,19,6810,3178,40.76,72.26,USA,58.14
Colour technologist,IT,Decreasing,Moderate,74237.4,Associate Degree,11,8111,4444,67.25,58.33,USA,75.79
Waste management officer,Transportation,Increasing,Moderate,72356.61,Master’s Degree,12,6241,290,67.26,89.88,UK,33.79
Prison officer,Healthcare,Increasing,Low,39463.35,PhD,10,1665,9177,81.58,48.63,Germany,24.14
Systems analyst,Retail,Increasing,Moderate,124511.04,Bachelor’s Degree,9,4352,210,80.29,62.84,USA,76.52
Production engineer,Retail,Increasing,Moderate,87539.85,Master’s Degree,3,8446,6444,76.06,1.74,China,77.61
Comptroller,Entertainment,Increasing,High,121845.23,Master’s Degree,7,1294,5599,17.51,16.19,UK,75.07
Writer,Education,Decreasing,High,60226.64,Master’s Degree,11,7669,3979,92.89,77.94,USA,35.21
Fisheries officer,Education,Increasing,High,124216.71,PhD,19,7117,2213,90.22,23.41,Canada,71.21
Community education officer,Retail,Decreasing,Low,113947.56,Bachelor’s Degree,1,1132,1730,69.87,56.9,Canada,31.77
Therapeutic radiographer,Retail,Increasing,High,107898.17,Master’s Degree,16,1088,1394,1.43,84.05,Canada,53.48
Clinical psychologist,Healthcare,Increasing,Low,61642.56,Master’s Degree,19,6040,8712,39.26,46.3,Australia,63.57
Fitness centre manager,Finance,Decreasing,Low,99503.98,Bachelor’s Degree,17,3683,1943,75.15,14.59,UK,20.99
Planning and development surveyor,Retail,Increasing,Moderate,50764.57,Bachelor’s Degree,16,6547,2747,98.15,45.15,Canada,67.97
"Designer, textile",Transportation,Decreasing,High,41527.25,Associate Degree,10,7157,4789,59.09,13.34,USA,65.95
"Scientist, research (medical)",Transportation,Increasing,Low,108418.48,PhD,17,2859,5157,47.83,83.71,Canada,66.64
Barista,Entertainment,Increasing,Low,143991.31,Associate Degree,7,6883,8446,86.52,25.37,UK,68.09
Human resources officer,Education,Decreasing,Low,149560.19,Associate Degree,4,3784,6213,98.9,44.71,Canada,68.85
Ranger/warden,Manufacturing,Increasing,Moderate,126829.26,High School,7,9051,2578,63.1,87.8,China,32.78
Environmental education officer,Transportation,Increasing,Low,129377.78,High School,19,1670,7676,83.5,8.28,UK,59.21
Television production assistant,Finance,Increasing,Moderate,146193.66,Associate Degree,10,1994,9780,0.68,81.31,Australia,79.18
Quality manager,IT,Increasing,Low,139600.64,High School,4,9841,148,6.88,88.95,India,28.62
"Research officer, government",Transportation,Increasing,Low,80256.69,Master’s Degree,19,7180,5862,89.21,23.95,India,31.77
Amenity horticulturist,IT,Increasing,High,114888.56,Associate Degree,18,5898,1757,10.54,17.09,Canada,60.34
"Runner, broadcasting/film/video",Finance,Decreasing,Low,36401.56,PhD,3,6053,5109,38.02,51.72,Germany,55.79
Insurance account manager,Retail,Decreasing,High,91654.97,Master’s Degree,14,8663,8279,39.02,48.09,Brazil,39.29
Chief Strategy Officer,Finance,Increasing,Low,94237.71,Bachelor’s Degree,17,1775,3685,70.7,68.39,Brazil,48.66
Arts development officer,Healthcare,Increasing,Moderate,53827.88,Bachelor’s Degree,7,3933,4921,85.18,24.27,Germany,49.34
Archaeologist,Entertainment,Decreasing,Moderate,141553.06,PhD,19,1269,533,53.65,45.91,Canada,23.63
Community pharmacist,Retail,Increasing,Moderate,70320.26,Associate Degree,0,9036,3338,61.06,95.67,UK,57.53
Music tutor,IT,Decreasing,Low,135581.97,PhD,18,6574,4081,33.82,1.08,Canada,36.45
Financial controller,Entertainment,Increasing,Moderate,131620.86,High School,8,5914,4666,14.35,32.98,Brazil,74.97
Education administrator,Entertainment,Decreasing,Low,126512.87,Bachelor’s Degree,20,1440,4860,3.16,26.69,Australia,39.39
Geophysicist/field seismologist,Manufacturing,Decreasing,Moderate,79115.58,Associate Degree,10,3094,6016,15.01,81.02,Germany,66.47
Scientific laboratory technician,Healthcare,Decreasing,Moderate,106254.95,Associate Degree,7,8100,6704,26.93,54.67,Australia,57.56
Systems developer,Entertainment,Decreasing,High,34212.66,Associate Degree,3,1688,9690,7.72,86.39,China,23.72
"Lighting technician, broadcasting/film/video",Education,Decreasing,Moderate,54749.67,High School,15,4897,7531,60.1,97.12,Australia,42.33
Publishing rights manager,Retail,Decreasing,Moderate,92128.69,PhD,18,6639,3322,83.89,99.94,Germany,35.51
Architect,Transportation,Decreasing,Low,121291.43,Associate Degree,3,794,9143,60.42,65.01,Germany,60.01
Fish farm manager,Transportation,Decreasing,Low,135634.17,Master’s Degree,16,7989,6939,15.22,71.0,UK,77.27
Charity officer,Healthcare,Decreasing,Moderate,139226.98,Bachelor’s Degree,16,4782,1385,62.79,88.07,Germany,72.47
"Investment banker, operational",Entertainment,Decreasing,Low,37535.92,Associate Degree,11,2669,1404,7.23,38.56,Germany,68.52
Holiday representative,Manufacturing,Decreasing,Low,93807.24,Bachelor’s Degree,19,2103,1912,39.39,34.53,Australia,62.06
Horticultural therapist,Education,Increasing,High,145615.02,Master’s Degree,2,7249,3342,99.48,21.56,Germany,77.93
"Engineer, manufacturing",Retail,Decreasing,Moderate,101480.0,Associate Degree,0,3667,308,41.95,71.17,India,64.45
Public affairs consultant,Manufacturing,Decreasing,Moderate,53496.8,Associate Degree,16,301,6097,91.76,70.2,Canada,48.68
Broadcast journalist,Finance,Increasing,High,72227.96,Master’s Degree,3,3265,8766,0.36,21.79,India,39.22
Sales promotion account executive,Retail,Increasing,Moderate,145326.17,PhD,13,2161,1119,22.93,89.69,USA,31.18
Radio producer,Transportation,Decreasing,Moderate,61747.18,PhD,15,9710,3918,8.26,6.49,Brazil,69.04
"Engineer, civil (contracting)",Transportation,Decreasing,Low,91278.68,Associate Degree,5,773,4619,30.27,0.52,Brazil,51.21
Agricultural engineer,Retail,Decreasing,Low,80754.48,Master’s Degree,13,5417,5870,0.51,20.71,Australia,58.56
Theatre manager,Healthcare,Increasing,High,88689.33,High School,10,627,2980,30.19,24.5,Australia,43.95
Quality manager,Healthcare,Decreasing,High,112594.23,High School,2,3783,5536,5.5,32.6,USA,73.86
"Accountant, chartered certified",Entertainment,Increasing,Low,146956.91,High School,13,3686,2447,83.53,17.81,UK,47.71
Trading standards officer,Healthcare,Increasing,Moderate,73749.28,Bachelor’s Degree,14,5099,5063,63.62,77.98,Australia,38.2
"Physicist, medical",Finance,Decreasing,High,104298.76,High School,7,3132,2897,13.52,56.17,UK,55.73
"Scientist, product/process development",Entertainment,Decreasing,Low,141453.39,High School,15,1534,914,79.56,67.83,Germany,42.81
Conference centre manager,Entertainment,Increasing,Moderate,101338.28,Master’s Degree,0,6783,2652,32.6,15.05,UK,63.71
Water engineer,Retail,Decreasing,Moderate,38548.56,Master’s Degree,18,2182,1777,25.45,56.04,Canada,76.1
Nature conservation officer,Finance,Increasing,Low,79125.27,High School,14,3738,7479,23.83,43.43,Brazil,25.98
"Engineer, biomedical",Education,Decreasing,Low,133188.38,Bachelor’s Degree,18,6123,9033,69.25,27.06,UK,25.86
Research scientist (physical sciences),Manufacturing,Increasing,Low,138589.97,Associate Degree,9,4409,8833,52.17,25.92,UK,55.33
"Surveyor, land/geomatics",Transportation,Increasing,Low,135004.26,Master’s Degree,11,3162,9178,53.95,53.81,USA,52.35
Financial trader,Manufacturing,Decreasing,High,147536.9,Bachelor’s Degree,7,8525,7979,38.56,40.51,Australia,30.42
Data scientist,Manufacturing,Increasing,Low,57878.42,Bachelor’s Degree,16,3056,5136,99.54,34.96,India,39.97
"Designer, television/film set",Healthcare,Increasing,High,149106.07,PhD,12,3277,6107,47.64,10.87,Brazil,58.47
"Designer, graphic",Healthcare,Decreasing,High,80609.93,High School,10,1571,7670,29.79,51.19,Canada,20.24
"Psychotherapist, dance movement",Education,Decreasing,High,76681.09,Associate Degree,17,7563,5797,7.12,10.03,Germany,73.37
Theatre manager,Education,Increasing,Moderate,37711.41,Associate Degree,1,7749,4938,51.52,53.99,China,61.18
Personal assistant,Transportation,Increasing,Moderate,112405.21,Associate Degree,16,1600,7271,49.22,35.66,Brazil,48.68
"Journalist, magazine",IT,Decreasing,Low,64963.25,Master’s Degree,10,9682,9736,13.36,11.56,Germany,43.77
"Surveyor, mining",Transportation,Decreasing,Low,118590.52,Associate Degree,8,6615,2095,48.89,63.23,Germany,50.7
"Research officer, trade union",IT,Increasing,Moderate,48681.31,High School,18,1195,3007,24.6,2.56,Germany,61.26
"Surveyor, commercial/residential",Retail,Decreasing,High,46984.05,Associate Degree,11,2096,5941,76.83,78.79,Germany,21.37
"Designer, jewellery",Manufacturing,Decreasing,Moderate,36009.89,Bachelor’s Degree,8,3522,4162,90.71,58.47,USA,74.56
Telecommunications researcher,Entertainment,Increasing,High,94156.07,PhD,2,6151,837,23.16,2.37,USA,54.04
Tax inspector,Entertainment,Decreasing,High,32369.3,Associate Degree,18,1435,5480,30.01,85.85,Brazil,53.9
"Surveyor, land/geomatics",IT,Decreasing,High,106602.45,High School,9,8305,2095,5.14,25.66,USA,48.65
"Teacher, adult education",Entertainment,Increasing,Moderate,35595.48,PhD,0,8588,4152,1.83,16.2,Brazil,54.03
Air cabin crew,Manufacturing,Increasing,Low,77916.01,High School,17,939,9894,24.52,32.16,Australia,39.36
"Psychologist, educational",Education,Increasing,Moderate,50305.33,Associate Degree,2,1781,687,48.47,71.19,China,44.88
"Journalist, newspaper",Finance,Increasing,Low,144105.36,High School,13,8008,4200,44.52,65.42,Germany,52.62
"Psychologist, prison and probation services",Transportation,Decreasing,High,72071.23,Bachelor’s Degree,8,7881,7947,85.98,88.89,Canada,53.13
Paramedic,IT,Increasing,High,99536.16,PhD,19,2263,2705,96.56,78.82,Germany,48.36
Chief Financial Officer,Healthcare,Increasing,Low,42643.17,High School,20,8329,1321,70.22,62.74,Canada,71.44
"Radiographer, diagnostic",Education,Increasing,Low,122983.26,Master’s Degree,16,7630,3158,46.82,2.73,Australia,21.12
Geophysicist/field seismologist,Transportation,Increasing,High,77653.23,Bachelor’s Degree,9,7916,8220,30.41,68.78,USA,55.78
"Scientist, audiological",Transportation,Increasing,Moderate,122020.16,Bachelor’s Degree,9,2620,564,27.74,20.14,Australia,71.61
Careers adviser,Healthcare,Decreasing,Low,103758.11,Bachelor’s Degree,12,550,7327,56.05,3.96,Australia,72.24
Media planner,Manufacturing,Decreasing,Moderate,81468.44,Associate Degree,12,6438,3563,71.96,32.47,USA,33.96
Lobbyist,Manufacturing,Decreasing,Low,47364.28,PhD,4,499,6864,21.13,24.93,China,44.39
Technical sales engineer,Healthcare,Decreasing,Low,38455.22,Bachelor’s Degree,7,1456,9920,18.2,98.06,Australia,70.06
"Journalist, magazine",Entertainment,Increasing,Moderate,79085.99,PhD,14,7296,9088,43.64,6.67,Brazil,39.28
Pensions consultant,Finance,Increasing,Low,148219.2,Bachelor’s Degree,14,8490,5858,48.33,79.77,Canada,23.78
"Engineer, manufacturing systems",Entertainment,Decreasing,High,126404.52,Master’s Degree,15,3643,8859,19.68,76.19,China,74.95
Industrial/product designer,Entertainment,Decreasing,Low,52371.67,PhD,19,8304,2154,74.32,87.23,Germany,56.4
"Sound technician, broadcasting/film/video",Finance,Decreasing,High,137063.44,High School,16,4819,3263,14.88,72.49,China,39.68
"Designer, blown glass/stained glass",IT,Increasing,Moderate,118012.23,Bachelor’s Degree,18,578,2967,88.4,53.66,Brazil,24.43
Restaurant manager,Manufacturing,Decreasing,Low,134124.19,Associate Degree,6,5987,1967,2.19,12.59,Australia,39.98
Intelligence analyst,Finance,Increasing,Low,49671.54,PhD,6,918,3896,20.57,2.87,Australia,61.8
Community development worker,Finance,Decreasing,Moderate,30890.4,Master’s Degree,19,1688,7512,2.65,13.3,Australia,38.94
"Horticulturist, commercial",IT,Decreasing,High,51459.55,Master’s Degree,18,5136,9899,76.6,66.52,Canada,37.25
"Therapist, sports",Finance,Decreasing,High,120590.15,Master’s Degree,12,6455,6531,95.92,8.73,USA,33.77
Health service manager,Retail,Increasing,Low,122779.9,Master’s Degree,2,2389,2500,13.49,53.64,India,59.69
"Designer, exhibition/display",Transportation,Increasing,Moderate,111976.93,PhD,15,6007,867,10.24,73.94,China,40.9
Dealer,Retail,Decreasing,High,123536.56,Master’s Degree,1,5488,956,7.26,25.05,USA,56.1
"Designer, ceramics/pottery",Education,Increasing,Moderate,62340.11,High School,13,3064,6827,30.5,48.13,India,59.33
Chemical engineer,Education,Decreasing,High,86184.26,PhD,18,2451,119,7.46,79.01,UK,68.46
Probation officer,Healthcare,Increasing,High,33572.62,Master’s Degree,20,5306,1410,48.76,21.57,Australia,69.78
Sports development officer,Education,Decreasing,Moderate,105519.66,Master’s Degree,17,3580,5817,3.78,22.29,Canada,22.65
Environmental education officer,Entertainment,Increasing,Moderate,42220.32,PhD,19,8191,4533,59.52,68.04,India,60.39
"Surveyor, insurance",IT,Decreasing,High,110699.74,High School,18,140,948,80.81,78.87,Germany,45.15
Brewing technologist,Manufacturing,Decreasing,High,149941.03,High School,16,8827,5975,66.03,22.83,USA,54.32
"Engineer, electronics",Retail,Increasing,Low,63303.27,PhD,12,5330,2761,84.48,8.29,India,32.78
Accounting technician,Entertainment,Increasing,High,85045.08,High School,17,4207,7780,13.72,27.6,China,70.05
Farm manager,Finance,Increasing,Low,55751.35,Bachelor’s Degree,11,3924,8983,67.34,9.81,Australia,67.93
Cartographer,IT,Increasing,Low,129807.73,Associate Degree,18,7812,4524,49.35,68.56,Brazil,72.57
"Accountant, chartered public finance",Manufacturing,Decreasing,Moderate,139605.55,PhD,10,491,569,81.12,94.79,USA,47.35
Holiday representative,Entertainment,Decreasing,Moderate,129447.95,Associate Degree,9,6409,833,98.03,93.57,Brazil,48.49
Astronomer,Transportation,Decreasing,High,81480.18,PhD,0,9242,1987,10.88,88.22,USA,52.04
"Administrator, local government",Education,Increasing,Low,60640.38,Bachelor’s Degree,12,6444,5920,25.6,26.9,UK,39.39
Music therapist,Finance,Decreasing,High,109127.65,High School,9,4335,1316,89.95,90.13,Brazil,25.35
Quantity surveyor,IT,Increasing,Moderate,55941.86,Associate Degree,11,134,6156,29.62,60.84,Australia,47.47
"Lecturer, higher education",Retail,Decreasing,Low,141147.44,Bachelor’s Degree,3,2723,8703,12.07,6.02,Germany,37.02
Retail merchandiser,Retail,Increasing,Low,104587.35,Master’s Degree,2,4171,550,74.38,50.1,UK,58.77
Adult guidance worker,Transportation,Increasing,Low,112038.07,Bachelor’s Degree,4,7220,689,25.52,43.9,India,67.6
"Designer, industrial/product",Education,Decreasing,Low,134284.66,PhD,5,9109,1208,23.89,34.18,Germany,46.87
"Scientist, product/process development",Retail,Decreasing,Low,58831.76,Bachelor’s Degree,15,2370,806,61.02,28.42,India,52.0
Midwife,Education,Decreasing,Low,105410.26,Associate Degree,13,4160,8188,70.3,56.95,China,56.86
"Scientist, water quality",Education,Decreasing,Low,49272.49,High School,20,8951,9781,95.25,0.43,USA,23.02
Sport and exercise psychologist,Education,Decreasing,Moderate,90909.53,High School,17,4370,7658,12.82,91.23,UK,70.54
Community pharmacist,Manufacturing,Increasing,Low,54690.91,Associate Degree,14,4964,5554,30.65,85.74,Germany,75.39
Media buyer,Manufacturing,Increasing,Low,78032.84,PhD,15,1584,862,84.95,57.63,India,30.72
"Therapist, sports",Entertainment,Increasing,Low,140221.45,Bachelor’s Degree,3,3932,4719,14.28,24.85,Germany,39.42
"Therapist, music",IT,Increasing,Low,70919.22,Associate Degree,11,8382,5990,84.51,44.95,India,70.25
Media buyer,Manufacturing,Increasing,High,84520.1,High School,15,2932,1279,44.0,60.5,Brazil,79.79
Animal technologist,Retail,Increasing,High,103207.7,PhD,9,143,3955,97.87,75.2,Australia,69.31
Field trials officer,Healthcare,Increasing,Moderate,93904.19,Master’s Degree,16,870,9603,17.04,17.13,UK,58.31
Museum education officer,Manufacturing,Decreasing,Moderate,47285.06,PhD,8,9328,6335,94.63,77.67,China,61.66
Radiation protection practitioner,Education,Increasing,Low,113181.8,PhD,19,5790,2817,90.36,25.89,China,35.73
Surgeon,Education,Increasing,Moderate,41638.05,Bachelor’s Degree,7,4276,2890,72.72,15.15,UK,23.93
Public relations officer,Retail,Decreasing,High,110320.96,PhD,9,3214,9427,13.63,37.11,USA,57.11
"Loss adjuster, chartered",Retail,Decreasing,Low,107074.08,High School,5,8181,1243,33.65,51.26,China,24.33
Chief Marketing Officer,Finance,Decreasing,High,61955.43,Master’s Degree,11,7511,8416,6.12,60.84,USA,25.36
Medical technical officer,Education,Decreasing,Low,42574.88,PhD,0,3590,6000,61.04,80.23,Australia,47.01
Oncologist,Finance,Decreasing,Low,50854.31,Associate Degree,11,8491,1506,7.02,62.65,Germany,54.97
Press sub,IT,Decreasing,High,133066.04,PhD,2,3689,2146,60.21,73.28,Australia,41.13
Freight forwarder,Manufacturing,Increasing,High,89359.03,Master’s Degree,10,5196,5013,36.9,72.31,India,62.97
"Teacher, primary school",Transportation,Increasing,Low,142453.97,PhD,15,9788,7921,28.74,24.48,India,73.81
"Pilot, airline",Entertainment,Increasing,Moderate,101853.35,Bachelor’s Degree,8,4244,4294,27.86,92.95,UK,68.92
"Investment banker, corporate",Transportation,Increasing,High,42980.32,PhD,3,1041,9201,76.29,27.78,Australia,56.52
"Engineer, petroleum",Education,Increasing,Moderate,44347.1,Master’s Degree,6,5720,3781,48.68,77.81,China,37.43
Early years teacher,Education,Decreasing,High,57458.19,Master’s Degree,2,6671,6698,60.79,47.53,Australia,39.5
"Teacher, special educational needs",IT,Increasing,High,49085.43,Associate Degree,1,9315,1894,97.61,65.0,China,71.2
"Surveyor, rural practice",Manufacturing,Increasing,Moderate,72970.97,Associate Degree,10,5972,8108,78.05,73.35,Canada,66.92
Interpreter,Manufacturing,Increasing,Low,144959.27,Associate Degree,2,730,7296,9.82,76.46,Australia,53.17
Publishing rights manager,Transportation,Increasing,High,105114.88,Master’s Degree,17,9102,4093,53.79,7.0,USA,48.15
"Designer, blown glass/stained glass",Manufacturing,Decreasing,Moderate,115410.77,Bachelor’s Degree,14,6455,2209,56.22,60.72,USA,52.72
Best boy,Manufacturing,Increasing,Moderate,132888.45,Master’s Degree,19,3358,7828,55.95,73.25,Brazil,42.76
Museum education officer,Transportation,Decreasing,High,147377.27,Bachelor’s Degree,9,7839,2769,42.13,85.42,USA,32.75
Tree surgeon,Healthcare,Increasing,Moderate,42098.97,Master’s Degree,0,9749,1989,76.56,18.8,UK,32.76
Hydrographic surveyor,Manufacturing,Decreasing,Moderate,137072.82,High School,6,8307,5186,60.12,0.37,China,46.91
"Programmer, multimedia",Finance,Increasing,Low,119806.35,High School,2,2477,3966,36.96,41.45,UK,60.5
Film/video editor,Manufacturing,Decreasing,Moderate,91459.79,Master’s Degree,16,3006,8754,31.38,58.59,Germany,40.98
"Scientist, forensic",Education,Increasing,Low,142829.38,High School,3,5886,5239,57.55,31.61,Australia,36.59
"Surveyor, hydrographic",Entertainment,Increasing,Moderate,140251.97,High School,9,4332,6465,16.77,43.78,Australia,47.16
Consulting civil engineer,Retail,Increasing,Moderate,33897.84,Associate Degree,16,8304,2781,16.1,87.87,India,22.91
Nature conservation officer,Manufacturing,Decreasing,Moderate,135153.11,PhD,8,3170,392,42.71,51.94,China,64.14
Company secretary,Finance,Decreasing,Low,51402.13,Associate Degree,14,3886,2352,1.09,5.7,Germany,73.51
Podiatrist,Healthcare,Decreasing,Low,69822.43,Associate Degree,16,9945,897,81.81,0.65,Australia,28.08
Architectural technologist,Manufacturing,Decreasing,Low,58215.81,High School,7,1787,5300,47.13,31.51,Canada,44.65
Manufacturing engineer,Transportation,Decreasing,Moderate,78696.84,High School,10,2395,2147,79.96,40.31,USA,46.57
Psychiatrist,Manufacturing,Decreasing,Low,45620.28,Master’s Degree,10,7183,2325,86.18,88.33,Brazil,62.6
Chartered accountant,Healthcare,Increasing,High,119207.4,High School,20,9719,4715,23.03,85.08,Canada,73.48
Estate manager/land agent,Finance,Increasing,Low,81304.2,Master’s Degree,20,3102,8629,29.15,3.57,China,25.51
Technical brewer,Retail,Increasing,High,69961.9,Master’s Degree,1,8708,9025,17.76,85.07,Brazil,39.63
Health promotion specialist,Manufacturing,Increasing,High,76367.38,High School,8,6123,5153,14.48,95.69,Brazil,35.86
Advertising art director,Finance,Increasing,Moderate,96980.22,PhD,4,8687,1408,45.49,31.23,China,27.52
Recruitment consultant,Healthcare,Increasing,High,76385.88,High School,3,7657,7169,1.33,93.77,Brazil,20.97
Teaching laboratory technician,IT,Decreasing,Moderate,118242.83,Associate Degree,19,650,4712,5.68,79.66,Canada,21.83
English as a foreign language teacher,Education,Increasing,Moderate,136285.56,Master’s Degree,1,1079,8462,82.0,3.82,Brazil,26.0
"Psychologist, counselling",Retail,Increasing,Moderate,31050.92,Associate Degree,10,6563,4237,51.57,29.52,Canada,21.3
Exhibition designer,Manufacturing,Increasing,Low,77688.4,Bachelor’s Degree,3,5124,8767,74.85,59.83,India,41.76
"Horticulturist, commercial",Entertainment,Decreasing,High,134442.64,Associate Degree,15,9246,1953,26.81,43.6,China,23.56
Make,Manufacturing,Increasing,High,126592.1,High School,4,1285,1282,82.4,39.76,Canada,25.83
Tour manager,Retail,Decreasing,Moderate,91203.21,High School,17,2788,2855,20.85,46.0,China,36.73
"Engineer, mining",Retail,Decreasing,Low,138411.87,Master’s Degree,4,5497,6026,87.2,34.08,India,75.5
Contracting civil engineer,Entertainment,Decreasing,High,94912.29,PhD,5,8295,1543,77.5,77.34,China,28.68
Photographer,IT,Decreasing,Moderate,122232.89,Master’s Degree,11,6149,258,50.42,35.93,India,35.71
Sports development officer,Healthcare,Decreasing,Moderate,73699.83,PhD,0,3259,9639,97.93,87.12,China,49.51
Meteorologist,Manufacturing,Decreasing,High,92217.73,Master’s Degree,10,5984,4906,35.33,54.21,India,57.02
Make,Healthcare,Increasing,Moderate,81701.24,PhD,4,8690,2293,37.11,45.07,Canada,60.76
Corporate treasurer,Entertainment,Decreasing,Moderate,84133.0,Associate Degree,14,3681,2014,47.87,61.35,China,60.41
"Engineer, civil (consulting)",Transportation,Decreasing,Low,51603.73,Bachelor’s Degree,10,5468,5849,89.71,68.83,China,74.0
Health and safety adviser,Finance,Decreasing,Low,55322.13,PhD,9,3954,4425,10.97,12.6,Australia,34.66
"Administrator, local government",Entertainment,Decreasing,Low,58125.96,Master’s Degree,15,2401,4911,91.47,9.07,Brazil,78.6
"Engineer, manufacturing systems",Manufacturing,Increasing,Moderate,144969.54,Bachelor’s Degree,16,2929,2230,1.73,62.02,USA,54.71
Amenity horticulturist,Healthcare,Decreasing,High,118253.63,PhD,16,5621,2621,66.32,51.78,USA,47.97
Counselling psychologist,Entertainment,Increasing,Moderate,78662.88,Associate Degree,20,9021,5865,15.11,15.9,China,57.35
Ophthalmologist,Education,Increasing,High,132649.85,PhD,2,879,1297,71.45,14.74,China,50.8
Database administrator,Manufacturing,Increasing,High,122869.81,Associate Degree,10,8222,4052,66.82,83.47,USA,73.02
"Surveyor, land/geomatics",Retail,Increasing,Low,60142.01,High School,16,6103,6073,1.0,32.05,Australia,51.32
"Physicist, medical",Manufacturing,Increasing,Moderate,68579.94,PhD,5,5673,8529,59.98,28.61,Canada,51.86
Chemical engineer,Manufacturing,Increasing,Low,99184.2,Associate Degree,5,9920,728,54.83,86.24,Brazil,49.26
Education administrator,Transportation,Increasing,Low,51802.88,Bachelor’s Degree,10,2774,1912,37.57,88.52,Brazil,48.94
Magazine journalist,IT,Decreasing,Moderate,125419.33,PhD,9,386,8702,35.89,69.34,Germany,20.43
"Programmer, multimedia",Education,Decreasing,Moderate,85686.05,PhD,0,4917,3824,93.5,67.67,Australia,56.7
"Merchandiser, retail",Retail,Increasing,Moderate,117281.43,Bachelor’s Degree,2,9574,3830,70.4,82.7,Brazil,49.03
Psychiatrist,Healthcare,Increasing,Low,119349.56,Master’s Degree,10,8653,1823,40.72,65.57,Australia,67.22
Heritage manager,Finance,Increasing,High,67803.53,PhD,9,1068,7537,8.94,18.17,Canada,21.62
Dealer,Healthcare,Decreasing,High,51814.83,High School,4,2072,9116,16.92,67.53,Australia,24.31
Travel agency manager,Entertainment,Decreasing,Low,122455.04,Bachelor’s Degree,17,2848,2579,58.21,67.42,USA,28.48
Writer,Education,Increasing,High,105849.73,Associate Degree,10,8349,3133,68.76,19.27,Canada,75.6
Pensions consultant,Healthcare,Increasing,Moderate,69155.34,Bachelor’s Degree,11,8039,1830,72.66,58.25,UK,45.33
"Horticulturist, commercial",Manufacturing,Decreasing,Low,115896.35,Bachelor’s Degree,15,6493,4957,37.2,59.79,Germany,33.59
Broadcast engineer,Education,Increasing,High,125479.36,Master’s Degree,2,1417,8896,36.78,91.37,Brazil,41.54
Translator,Healthcare,Increasing,High,120893.01,PhD,9,1720,4648,41.15,0.71,UK,48.49
Purchasing manager,Transportation,Decreasing,Low,104867.28,Bachelor’s Degree,13,2777,8946,78.12,11.46,Germany,72.35
Occupational therapist,Retail,Increasing,Low,72774.93,High School,2,9241,596,84.59,14.65,China,41.76
Environmental health practitioner,Entertainment,Increasing,High,141155.18,High School,8,2758,9089,8.48,54.26,Australia,56.37
Magazine journalist,Entertainment,Increasing,Low,148191.26,Master’s Degree,13,5109,6798,93.76,81.74,Brazil,46.06
Accounting technician,Education,Increasing,Low,120471.02,Bachelor’s Degree,9,3386,6789,25.83,93.74,Australia,28.51
"Engineer, materials",Entertainment,Decreasing,Low,88868.89,Associate Degree,9,8071,595,25.36,32.28,UK,23.61
Restaurant manager,Healthcare,Decreasing,Moderate,127960.36,Bachelor’s Degree,19,1610,3769,86.19,55.61,Canada,79.85
"Horticulturist, amenity",Retail,Decreasing,High,104961.71,Master’s Degree,5,9426,5876,0.03,21.49,China,58.67
Art gallery manager,Healthcare,Increasing,High,45560.18,Master’s Degree,20,6281,4027,12.46,18.77,UK,78.8
Recycling officer,Transportation,Increasing,High,114222.59,Bachelor’s Degree,20,3785,1244,75.94,10.03,India,28.33
Sports development officer,IT,Decreasing,High,92927.83,Associate Degree,4,5999,6755,59.17,99.56,UK,38.19
Neurosurgeon,Retail,Increasing,High,112476.25,High School,7,7673,2948,72.19,73.15,Brazil,34.1
Consulting civil engineer,Finance,Increasing,Low,37893.4,Master’s Degree,10,8816,8683,82.79,49.33,China,32.57
Database administrator,Retail,Decreasing,Moderate,32058.23,Master’s Degree,5,5795,1874,55.9,20.92,China,21.7
Special educational needs teacher,Retail,Decreasing,Low,79571.67,PhD,6,7650,4572,4.62,40.75,Canada,77.89
"Engineer, materials",Entertainment,Decreasing,Low,86793.05,PhD,17,3059,4993,85.74,98.34,Brazil,66.32
Oceanographer,Education,Decreasing,Low,71395.73,Associate Degree,20,8038,5458,58.42,29.94,Germany,30.76
Chief Technology Officer,Retail,Decreasing,Moderate,125950.08,High School,8,1608,2857,47.23,55.49,China,47.3
Travel agency manager,IT,Increasing,Low,95360.64,PhD,4,2547,5593,88.24,79.22,Australia,58.46
Barrister's clerk,Healthcare,Increasing,High,51074.54,Bachelor’s Degree,16,632,7291,97.88,5.91,Australia,32.04
Museum/gallery conservator,Healthcare,Decreasing,Low,107721.62,Associate Degree,0,8713,5925,58.05,64.9,China,44.95
Industrial buyer,IT,Increasing,Low,40818.2,Bachelor’s Degree,11,7978,4462,1.7,44.81,India,38.26
Management consultant,Retail,Increasing,Moderate,136566.43,Bachelor’s Degree,12,8135,4198,40.04,92.81,UK,47.3
Media buyer,Transportation,Decreasing,Low,63086.59,PhD,16,4332,4869,33.41,51.43,China,27.73
"Scientist, research (physical sciences)",IT,Increasing,Moderate,86556.65,Master’s Degree,6,8578,2081,95.97,88.61,Canada,47.12
"Scientist, audiological",Healthcare,Increasing,High,148714.08,PhD,3,7498,1902,16.86,76.36,UK,27.13
Professor Emeritus,Transportation,Decreasing,High,126493.7,Associate Degree,5,4379,6164,82.77,20.14,Canada,49.85
Airline pilot,IT,Increasing,Low,117292.42,High School,11,3534,2729,20.04,20.04,Canada,79.62
Charity fundraiser,IT,Increasing,High,81760.95,PhD,7,1282,100,78.19,30.0,Germany,57.06
Clinical psychologist,Manufacturing,Increasing,High,126334.44,PhD,2,361,6269,66.51,84.87,Australia,77.68
"Scientist, biomedical",Entertainment,Decreasing,Moderate,94299.08,PhD,17,7261,354,39.98,60.23,USA,44.43
Historic buildings inspector/conservation officer,Healthcare,Decreasing,Low,30925.15,PhD,2,8410,9211,95.32,6.63,Australia,31.52
Chemical engineer,Entertainment,Decreasing,Low,124036.87,PhD,8,3968,9027,86.56,54.8,Brazil,37.59
"Teacher, secondary school",Education,Decreasing,Moderate,108386.84,Master’s Degree,15,485,5692,84.71,99.44,USA,39.93
Automotive engineer,Transportation,Increasing,Low,134490.63,Associate Degree,3,9701,4513,67.53,62.03,Canada,45.26
Exercise physiologist,IT,Increasing,Low,38206.66,Master’s Degree,18,4916,3851,10.72,95.45,Canada,77.21
Building services engineer,Education,Decreasing,Moderate,90013.2,High School,12,5580,8297,64.73,26.86,India,43.64
Clinical psychologist,Entertainment,Decreasing,High,92283.11,PhD,15,4177,8776,77.9,25.52,Germany,55.86
"Designer, furniture",Transportation,Increasing,Moderate,89418.33,High School,14,5026,1555,79.17,50.94,Australia,64.36
Social worker,Manufacturing,Increasing,Low,149473.88,High School,20,4384,634,57.05,48.72,Australia,74.46
"Education officer, community",Entertainment,Increasing,Low,48812.51,High School,7,8412,8635,59.7,47.57,India,55.58
Meteorologist,Healthcare,Decreasing,High,124222.98,Associate Degree,15,351,539,73.5,91.48,Germany,72.68
Education administrator,Transportation,Increasing,Low,148594.32,PhD,0,5930,2349,21.24,3.96,Canada,79.51
"Surveyor, planning and development",Entertainment,Increasing,Low,78919.2,High School,20,3257,6884,5.62,99.42,USA,25.54
Data processing manager,IT,Increasing,Moderate,62034.97,High School,19,5957,5236,41.96,31.67,USA,40.95
"Surveyor, land/geomatics",Retail,Decreasing,Low,139013.93,Bachelor’s Degree,15,9254,3072,57.52,30.84,Germany,21.45
Clinical psychologist,Education,Increasing,High,31216.4,PhD,18,470,9068,26.7,33.19,Germany,37.27
Facilities manager,IT,Decreasing,High,111101.5,Associate Degree,18,968,5204,61.4,56.28,Canada,32.77
Learning disability nurse,Education,Decreasing,High,50666.83,PhD,15,1981,2063,27.96,62.39,Canada,69.98
"Administrator, Civil Service",Finance,Decreasing,Moderate,100343.29,High School,8,720,2144,93.64,4.84,Australia,25.51
Human resources officer,Education,Increasing,High,146712.64,Bachelor’s Degree,5,8311,3777,53.37,63.57,UK,78.59
"Engineer, agricultural",Retail,Increasing,Low,93824.86,High School,6,4271,5037,65.99,81.3,Germany,46.31
Hydrogeologist,Manufacturing,Decreasing,Low,94135.25,Associate Degree,12,4308,2390,41.08,31.01,India,76.56
Financial controller,Healthcare,Decreasing,Low,148109.21,High School,18,3093,4435,96.39,77.6,Australia,63.67
Pharmacologist,Manufacturing,Increasing,Low,121344.83,Master’s Degree,18,9857,5901,79.46,22.48,Germany,72.98
Event organiser,Retail,Increasing,Low,124244.02,Master’s Degree,5,8719,9423,71.07,85.74,Australia,64.52
"Librarian, public",IT,Decreasing,Low,128862.84,High School,13,3092,9576,97.56,81.02,Canada,57.58
Exercise physiologist,Healthcare,Increasing,Moderate,109778.06,Master’s Degree,14,7188,6341,24.7,87.48,Australia,54.18
Counsellor,Education,Increasing,Moderate,123127.94,PhD,0,4929,6779,75.03,17.75,Canada,21.04
"Engineer, electronics",IT,Increasing,Low,109255.53,Bachelor’s Degree,16,6075,7143,40.67,50.77,China,32.75
Insurance risk surveyor,Retail,Decreasing,Moderate,64609.23,Master’s Degree,15,2891,3208,0.67,30.27,Brazil,45.69
Diplomatic Services operational officer,Transportation,Decreasing,High,127416.52,Associate Degree,5,2450,228,90.09,35.12,USA,57.03
Retail buyer,Education,Increasing,Moderate,37214.68,PhD,19,7008,7060,99.81,20.32,Canada,77.95
Maintenance engineer,IT,Increasing,High,133077.08,Master’s Degree,18,4855,1137,33.7,31.13,India,70.28
Legal secretary,Finance,Increasing,Moderate,127587.83,Associate Degree,3,9821,883,28.74,59.68,Germany,71.82
Financial adviser,Entertainment,Increasing,Moderate,54937.1,High School,4,2051,9866,63.1,43.54,Canada,52.24
"Engineer, civil (consulting)",IT,Increasing,Low,78229.9,Bachelor’s Degree,6,8762,7875,7.0,86.69,UK,61.55
"Editor, magazine features",Entertainment,Decreasing,Moderate,126176.09,Master’s Degree,3,8331,8174,0.15,3.54,Australia,24.36
Sport and exercise psychologist,Transportation,Increasing,Moderate,78657.52,Bachelor’s Degree,20,304,8273,84.93,0.27,China,47.83
Health and safety adviser,Entertainment,Increasing,High,122944.48,Master’s Degree,0,113,7334,3.74,8.35,USA,21.05
Metallurgist,Education,Decreasing,Low,107015.16,Master’s Degree,0,7181,9592,84.08,82.93,Australia,31.85
Dentist,Transportation,Increasing,High,126941.57,Master’s Degree,5,2607,2228,24.46,73.54,Brazil,66.21
Electronics engineer,Entertainment,Decreasing,High,34363.22,Bachelor’s Degree,19,6046,8395,25.94,52.2,USA,43.07
"Engineer, control and instrumentation",Entertainment,Increasing,Low,40797.63,High School,4,2508,7641,35.94,74.76,Brazil,67.52
"Scientist, audiological",Retail,Decreasing,Moderate,81485.54,High School,0,5600,4847,38.33,57.59,USA,38.62
"Chemist, analytical",IT,Increasing,Low,49004.43,PhD,13,5538,6812,8.24,39.5,Brazil,35.63
Field seismologist,Retail,Increasing,Low,69321.19,PhD,12,1556,7699,59.21,43.33,UK,40.3
"Journalist, newspaper",Finance,Decreasing,High,111122.84,Master’s Degree,0,4349,7436,52.95,28.06,Australia,51.74
"Horticulturist, commercial",Manufacturing,Decreasing,Low,40673.91,PhD,16,3949,1708,35.12,17.59,India,53.35
Hospital doctor,Education,Decreasing,Moderate,35634.13,PhD,2,4775,3278,35.9,47.86,Germany,56.09
Visual merchandiser,Healthcare,Decreasing,Low,37084.34,Associate Degree,16,9919,1155,72.64,20.76,USA,59.38
"Merchandiser, retail",Transportation,Increasing,Low,37028.78,PhD,11,1548,4019,49.44,95.58,India,64.11
Hydrologist,Manufacturing,Decreasing,Moderate,33241.07,Bachelor’s Degree,18,3176,7542,73.41,84.62,Germany,34.43
Sport and exercise psychologist,Healthcare,Increasing,High,71467.93,High School,2,2650,4260,40.46,92.38,UK,54.86
Facilities manager,Finance,Increasing,High,50092.0,Bachelor’s Degree,10,2826,4553,38.47,70.64,Canada,26.34
Trade mark attorney,Education,Decreasing,High,39804.56,Master’s Degree,17,6367,3057,5.36,43.26,UK,35.02
Research scientist (life sciences),Transportation,Decreasing,Low,105122.13,Master’s Degree,4,4077,3999,6.26,89.87,China,35.57
Advice worker,Finance,Decreasing,Moderate,145003.24,Bachelor’s Degree,11,4766,697,17.51,19.46,Canada,25.32
Product/process development scientist,Manufacturing,Decreasing,High,52830.53,Bachelor’s Degree,8,395,4939,42.9,41.98,USA,37.59
Social worker,Healthcare,Decreasing,High,78109.99,Associate Degree,20,9725,5802,1.99,1.21,India,42.78
Animator,Transportation,Decreasing,Low,73293.08,Bachelor’s Degree,4,2626,1674,13.71,25.77,Canada,49.08
"Engineer, chemical",Transportation,Increasing,Moderate,68401.38,PhD,8,2704,2208,1.87,40.69,Germany,55.53
Telecommunications researcher,IT,Increasing,Moderate,134573.65,Associate Degree,12,7260,4981,21.45,55.87,Germany,39.63
Petroleum engineer,Transportation,Decreasing,Low,145848.7,Associate Degree,7,1976,8164,87.56,56.13,Germany,63.3
Barista,Education,Decreasing,Moderate,41682.46,Master’s Degree,18,6230,6659,91.66,74.69,Germany,49.56
Brewing technologist,Education,Decreasing,Low,101270.53,Associate Degree,5,2143,1191,92.43,29.07,India,43.31
Personnel officer,Finance,Decreasing,High,37328.89,PhD,5,9909,5929,7.83,29.33,Canada,52.8
Higher education careers adviser,Healthcare,Decreasing,Low,61670.5,Master’s Degree,20,4752,1762,75.3,96.17,Australia,56.7
Special effects artist,Transportation,Increasing,Low,68203.26,PhD,2,6738,5859,34.46,35.22,Brazil,48.12
Landscape architect,Finance,Decreasing,Low,58003.06,High School,10,4080,4695,70.7,19.46,Canada,65.24
"Surveyor, insurance",Retail,Increasing,Moderate,110617.73,Master’s Degree,13,4046,7465,93.39,86.04,China,23.9
Museum/gallery curator,Finance,Decreasing,High,32668.67,PhD,18,6639,6656,60.85,42.9,Australia,65.2
Hotel manager,Manufacturing,Increasing,Moderate,71218.82,Master’s Degree,14,7747,3774,28.28,86.85,Brazil,73.53
Market researcher,Manufacturing,Decreasing,High,84676.79,Bachelor’s Degree,4,3588,4642,14.73,56.63,USA,30.1
Theatre director,Manufacturing,Increasing,High,47160.78,Associate Degree,6,5102,4321,1.01,85.6,UK,34.76
Jewellery designer,Retail,Increasing,Moderate,86114.24,High School,19,6846,7514,85.82,12.83,UK,77.46
Clinical molecular geneticist,Retail,Increasing,Moderate,117900.65,Associate Degree,19,223,5463,11.09,44.08,China,55.34
Art gallery manager,Manufacturing,Decreasing,High,56078.28,Master’s Degree,2,1216,648,30.12,50.94,China,76.12
"Teacher, secondary school",Finance,Increasing,High,139496.01,Master’s Degree,15,3189,1513,34.87,7.44,Australia,51.92
Music tutor,Manufacturing,Increasing,Moderate,41138.59,Bachelor’s Degree,11,7021,9268,17.84,49.71,China,29.81
Plant breeder/geneticist,Healthcare,Increasing,Low,96976.7,PhD,11,6089,8587,60.72,57.17,Brazil,44.67
"Nurse, adult",Entertainment,Decreasing,Moderate,48534.66,Master’s Degree,0,2500,2324,82.24,58.4,Brazil,54.89
"Designer, furniture",Healthcare,Decreasing,Low,148291.44,High School,12,5253,1829,71.27,73.26,Germany,72.91
Medical illustrator,Retail,Decreasing,High,89293.68,PhD,17,7506,9704,14.55,4.91,USA,56.0
Proofreader,Finance,Increasing,High,41984.25,Bachelor’s Degree,15,7775,5215,89.28,95.47,Germany,21.59
Fisheries officer,Finance,Decreasing,Low,112407.68,PhD,2,5111,4262,14.18,45.69,Brazil,21.52
Radio producer,Retail,Increasing,Moderate,31297.15,PhD,12,6395,2692,0.5,70.7,Germany,22.23
Immunologist,Education,Decreasing,Moderate,80504.22,Associate Degree,12,5671,1122,64.31,90.69,India,50.53
Armed forces training and education officer,Manufacturing,Increasing,Moderate,126473.22,Bachelor’s Degree,6,8701,4841,60.03,10.83,China,36.81
Clinical molecular geneticist,Entertainment,Increasing,Moderate,63362.2,High School,0,2719,3762,51.89,58.23,Australia,39.13
Pensions consultant,Healthcare,Decreasing,High,53373.27,Master’s Degree,13,7902,8628,52.36,28.7,Germany,67.75
Early years teacher,Manufacturing,Decreasing,Moderate,115995.33,Master’s Degree,14,7663,9163,82.13,82.73,UK,54.42
IT sales professional,IT,Decreasing,Moderate,143516.2,Master’s Degree,8,3542,9248,27.88,22.1,UK,79.95
"Education officer, environmental",Education,Decreasing,Low,86973.5,High School,8,7823,210,79.42,11.52,Brazil,30.19
Hydrogeologist,Education,Increasing,High,148715.01,Associate Degree,0,4871,3557,3.65,49.3,Germany,66.43
Ergonomist,Entertainment,Decreasing,High,65364.15,PhD,10,3173,3824,7.74,85.72,Canada,56.41
"Administrator, Civil Service",Healthcare,Decreasing,Low,121233.46,Master’s Degree,10,6951,7449,14.78,50.36,Brazil,76.02
Chief Strategy Officer,Healthcare,Increasing,Moderate,91588.28,Master’s Degree,10,3241,6097,11.29,60.85,Canada,38.72
"Administrator, sports",Transportation,Decreasing,Low,38862.99,Bachelor’s Degree,20,1668,822,63.61,33.96,China,49.61
"Programme researcher, broadcasting/film/video",Retail,Increasing,Moderate,145358.79,Associate Degree,9,3820,3084,25.51,53.34,India,35.17
"Engineer, technical sales",IT,Increasing,Moderate,138952.53,Bachelor’s Degree,14,4630,4101,7.61,28.97,USA,78.22
Hospital pharmacist,Transportation,Decreasing,Moderate,111902.2,High School,0,3825,7024,71.83,94.73,USA,59.59
Building surveyor,Education,Decreasing,High,49070.7,High School,7,5649,5528,20.08,28.71,Germany,52.94
Legal secretary,Entertainment,Increasing,Moderate,39697.09,Bachelor’s Degree,6,4760,681,64.52,54.68,USA,60.99
"Development worker, international aid",IT,Increasing,Low,62541.33,High School,0,5375,1613,36.13,67.49,UK,53.48
Academic librarian,Education,Increasing,High,42730.54,Master’s Degree,8,9301,2748,87.1,88.73,China,61.98
Soil scientist,IT,Decreasing,High,118495.93,PhD,2,7956,361,44.83,71.19,Canada,59.2
Meteorologist,Education,Decreasing,Low,147803.87,Bachelor’s Degree,19,7250,1714,74.58,83.89,India,66.77
Medical illustrator,Entertainment,Increasing,High,88914.58,Master’s Degree,6,4225,1055,56.63,68.38,Germany,31.12
Statistician,Manufacturing,Increasing,Low,133166.46,Master’s Degree,16,9545,6095,78.36,64.42,India,37.72
"Social research officer, government",Finance,Increasing,Low,64565.51,Associate Degree,7,8331,2432,7.98,39.86,India,56.08
Tourist information centre manager,Education,Increasing,High,83844.83,Associate Degree,18,114,6400,24.71,82.25,Canada,44.83
"Administrator, arts",Retail,Decreasing,Low,95040.99,Associate Degree,19,1182,4394,77.96,45.73,India,30.45
Magazine features editor,Entertainment,Increasing,High,106983.98,Master’s Degree,1,4321,8002,66.37,52.73,China,24.13
"Engineer, agricultural",Healthcare,Increasing,Low,41661.49,High School,3,1454,3216,23.32,63.72,UK,36.24
Community pharmacist,Transportation,Increasing,Low,43972.93,Associate Degree,14,3822,1223,20.01,35.68,Germany,28.08
Building surveyor,Entertainment,Decreasing,Moderate,32605.44,High School,6,2612,2924,76.67,12.64,Canada,78.88
Hydrologist,Finance,Decreasing,Low,136067.74,High School,0,6860,4819,82.97,85.74,India,36.83
Youth worker,Retail,Decreasing,Low,133077.71,High School,4,2426,6031,11.79,10.05,Canada,49.22
Higher education lecturer,Transportation,Increasing,High,31405.59,High School,7,7631,6760,70.56,84.05,UK,42.42
Technical sales engineer,Retail,Increasing,Low,83351.19,Associate Degree,20,4557,2766,99.46,63.66,Germany,53.96
Operations geologist,Retail,Increasing,Moderate,89041.13,Bachelor’s Degree,14,3350,9612,69.51,39.1,Australia,65.29
Recruitment consultant,Manufacturing,Decreasing,High,42411.88,Bachelor’s Degree,4,1697,7395,45.64,80.23,China,43.02
Race relations officer,Entertainment,Increasing,Low,143504.86,High School,14,1177,9433,39.14,30.18,Australia,32.81
"Engineer, maintenance",Manufacturing,Decreasing,Moderate,65438.67,Associate Degree,6,2188,600,99.93,74.22,USA,69.8
"Administrator, education",IT,Decreasing,Low,133701.88,High School,8,1369,9729,2.61,1.26,Canada,45.63
Furniture designer,Retail,Decreasing,Moderate,55676.12,Bachelor’s Degree,4,6903,8188,8.79,76.66,USA,67.68
Records manager,Retail,Increasing,Moderate,91243.27,Associate Degree,18,4250,8442,17.27,81.69,Brazil,38.99
"Engineer, structural",Entertainment,Increasing,Low,77558.01,Master’s Degree,13,490,1856,95.95,48.76,Australia,56.5
Energy manager,Healthcare,Decreasing,High,124870.32,High School,20,7244,6192,5.8,77.45,UK,24.42
Public relations officer,Entertainment,Increasing,Moderate,134670.04,High School,18,1402,3763,81.19,86.84,Canada,53.05
"Engineer, agricultural",Transportation,Decreasing,High,145476.98,Associate Degree,7,8423,8129,18.82,88.57,USA,37.37
Housing manager/officer,Transportation,Decreasing,Low,50209.2,PhD,12,3844,8192,77.98,29.37,Canada,50.31
Event organiser,Transportation,Increasing,Moderate,113903.44,High School,10,8197,518,99.84,90.44,Brazil,29.13
Hydrographic surveyor,Education,Increasing,High,86609.43,PhD,15,1617,4253,64.17,84.77,Germany,57.03
"Clinical scientist, histocompatibility and immunogenetics",Healthcare,Increasing,Low,97344.15,PhD,9,7580,2089,32.99,9.73,Canada,64.88
Sports therapist,IT,Decreasing,High,85119.84,Bachelor’s Degree,13,2124,6695,57.11,78.8,India,52.06
Arts development officer,Education,Increasing,Low,32057.31,High School,0,2836,4000,4.6,14.61,UK,68.69
"Production assistant, radio",Manufacturing,Increasing,Low,91305.73,Associate Degree,2,8135,3141,45.39,56.23,Brazil,32.91
Sports development officer,Finance,Increasing,Low,31094.68,Master’s Degree,15,3021,876,56.04,94.4,China,24.19
Academic librarian,IT,Increasing,Moderate,76306.86,Master’s Degree,1,3392,8688,25.81,32.1,India,21.48
Recruitment consultant,Retail,Increasing,Moderate,63480.44,Associate Degree,4,9658,6640,96.73,77.2,China,72.61
Gaffer,Retail,Decreasing,High,138025.01,Master’s Degree,9,2877,3495,51.7,9.89,Canada,29.8
Equality and diversity officer,Entertainment,Increasing,Low,83705.46,Bachelor’s Degree,10,4451,3263,45.32,40.56,India,47.14
Energy manager,Transportation,Increasing,Moderate,124171.93,Master’s Degree,7,3202,8104,84.33,64.32,Canada,20.62
Exercise physiologist,Manufacturing,Decreasing,Moderate,31867.03,Bachelor’s Degree,14,3989,8024,23.32,76.55,Brazil,38.97
"Sales professional, IT",Entertainment,Increasing,Moderate,62421.02,PhD,3,7651,4551,9.73,50.87,Canada,68.27
General practice doctor,Transportation,Increasing,Low,119101.13,PhD,12,6915,8034,86.68,45.52,UK,65.01
Jewellery designer,Manufacturing,Increasing,Low,32414.32,Bachelor’s Degree,20,147,8289,63.75,13.93,Canada,54.07
Aeronautical engineer,Healthcare,Increasing,High,106546.36,PhD,12,5929,4936,97.51,55.12,India,37.9
"Scientist, research (maths)",Transportation,Increasing,Moderate,119530.87,PhD,19,332,6625,67.09,0.21,Germany,71.8
Passenger transport manager,Manufacturing,Increasing,Low,59728.47,High School,13,8810,2592,96.57,79.56,USA,24.59
"Engineer, mining",Education,Decreasing,Moderate,99021.22,PhD,2,9157,8627,62.96,28.61,Brazil,77.91
Phytotherapist,Retail,Increasing,Moderate,78590.53,High School,8,4283,7902,5.18,97.19,India,74.59
Psychiatrist,Manufacturing,Increasing,Moderate,140284.55,PhD,14,4147,7789,8.98,91.5,Canada,35.28
Tax adviser,Retail,Increasing,Moderate,148973.61,High School,0,463,4028,56.8,47.75,Canada,68.83
Oceanographer,Healthcare,Increasing,High,33046.58,High School,5,8109,8608,95.88,39.42,Australia,44.01
Insurance broker,Manufacturing,Increasing,Low,56053.19,Master’s Degree,2,759,3993,33.64,21.26,Canada,28.26
"Merchandiser, retail",IT,Decreasing,Moderate,54235.44,Master’s Degree,7,6457,4267,84.88,42.49,USA,51.0
"Engineer, manufacturing systems",Retail,Increasing,Moderate,31245.2,Associate Degree,3,2340,8076,75.35,81.77,UK,64.43
Immunologist,Transportation,Decreasing,Moderate,59771.65,High School,17,3727,5823,14.03,72.61,UK,53.36
Haematologist,Education,Increasing,High,113629.57,PhD,0,9170,9613,80.53,62.98,India,29.39
Trading standards officer,Entertainment,Increasing,Moderate,136408.3,PhD,16,2985,7020,26.89,57.79,India,57.21
Garment/textile technologist,Transportation,Increasing,Moderate,109456.02,Bachelor’s Degree,4,259,10000,32.67,26.97,China,63.03
Sports administrator,IT,Increasing,Low,72348.84,Master’s Degree,12,9444,3631,34.14,92.67,Australia,59.18
"Administrator, education",IT,Increasing,High,111435.38,High School,4,5538,4108,5.78,41.79,Germany,73.18
Outdoor activities/education manager,Transportation,Increasing,Moderate,139440.38,Master’s Degree,16,3480,2206,60.2,93.83,China,68.91
Technical sales engineer,Entertainment,Increasing,High,87905.94,High School,4,4328,2697,1.27,87.46,Germany,75.25
Futures trader,Retail,Increasing,High,32273.56,Master’s Degree,9,4423,9720,48.26,97.44,UK,65.75
"Programme researcher, broadcasting/film/video",Manufacturing,Decreasing,High,66845.23,Associate Degree,9,3777,9701,30.56,69.98,USA,64.4
Office manager,Healthcare,Increasing,Moderate,138132.3,Associate Degree,3,7821,4984,52.82,31.96,USA,21.48
Risk manager,Transportation,Decreasing,High,87242.77,Master’s Degree,6,5519,7721,33.07,99.93,Australia,78.27
"Psychotherapist, dance movement",IT,Decreasing,High,50910.83,Master’s Degree,12,2298,9349,94.54,26.09,Canada,74.08
Electronics engineer,Transportation,Decreasing,High,97671.93,PhD,6,5945,7421,44.64,58.93,Germany,62.98
"Engineer, broadcasting (operations)",Healthcare,Increasing,High,60750.9,Bachelor’s Degree,8,4857,7305,1.7,64.11,Germany,69.24
Associate Professor,Manufacturing,Increasing,Low,107734.04,Bachelor’s Degree,12,2715,4519,69.89,22.31,India,26.42
Industrial buyer,Education,Decreasing,Moderate,71367.93,Bachelor’s Degree,10,1446,8539,83.24,63.06,Brazil,71.86
Marine scientist,Healthcare,Decreasing,Moderate,61297.26,Master’s Degree,12,8938,6949,1.83,18.08,UK,29.68
Television camera operator,Finance,Decreasing,Low,115338.43,PhD,14,3285,7968,9.89,50.61,Australia,56.35
Statistician,Education,Increasing,High,120608.63,High School,15,1633,1090,76.39,27.92,Canada,76.27
"Radiographer, therapeutic",Healthcare,Decreasing,Moderate,90316.14,Associate Degree,8,1644,5714,24.09,26.03,Brazil,61.1
Professor Emeritus,Education,Increasing,High,134126.16,Associate Degree,17,4544,847,41.08,50.73,USA,65.86
Rural practice surveyor,IT,Increasing,Low,32132.08,High School,18,1361,2466,87.94,96.6,Brazil,44.8
Broadcast engineer,Finance,Decreasing,Moderate,138378.47,Associate Degree,19,1789,6862,21.79,84.83,Brazil,28.12
Geochemist,Finance,Increasing,High,87014.07,PhD,7,1750,8333,11.92,26.92,India,56.03
Holiday representative,Entertainment,Increasing,Low,75483.03,PhD,9,2636,6487,82.25,16.58,India,24.7
Fisheries officer,IT,Increasing,Low,128623.02,PhD,13,1859,6263,39.57,50.84,China,47.53
Civil Service administrator,IT,Increasing,Low,138412.18,High School,2,6663,2887,90.76,76.08,USA,22.67
Film/video editor,Manufacturing,Decreasing,Low,115873.31,High School,19,6981,801,22.96,57.98,Germany,68.54
Product designer,Healthcare,Decreasing,High,73910.8,PhD,16,3750,2866,93.58,54.53,Brazil,65.77
Hydrologist,Transportation,Increasing,Low,144323.95,Master’s Degree,19,4647,6884,58.41,87.1,China,32.99
Careers information officer,Healthcare,Decreasing,Low,137705.18,Associate Degree,12,3300,5251,22.94,5.36,Germany,28.26
Mudlogger,Healthcare,Decreasing,Low,100234.48,Associate Degree,12,7453,9558,29.26,51.59,Brazil,57.82
"Education officer, museum",Entertainment,Increasing,Low,124662.0,Master’s Degree,1,9393,7491,49.53,83.39,Canada,23.17
Interpreter,Education,Decreasing,High,93908.37,PhD,1,6827,832,47.52,84.4,USA,38.05
"Librarian, academic",Education,Increasing,Moderate,67666.91,PhD,19,3072,4986,40.19,58.03,China,29.52
Social worker,Entertainment,Increasing,Moderate,48733.88,PhD,16,3821,6383,37.76,13.76,Germany,27.81
"Engineer, structural",Entertainment,Increasing,High,60294.52,Bachelor’s Degree,18,6763,7280,13.73,97.36,Canada,48.27
Set designer,Retail,Decreasing,High,68794.31,Bachelor’s Degree,8,5649,9598,7.29,92.48,Germany,63.21
Tax adviser,Entertainment,Decreasing,Low,46014.0,PhD,6,6586,5505,96.13,62.72,USA,74.04
Advice worker,Education,Increasing,Low,116809.21,High School,11,104,8950,27.63,26.2,Brazil,44.17
Higher education lecturer,Finance,Increasing,Low,61175.95,High School,4,9160,3481,72.06,69.63,India,65.87
Secretary/administrator,Entertainment,Decreasing,Low,143564.66,PhD,18,1420,7988,19.17,72.74,UK,34.41
Biomedical engineer,Manufacturing,Increasing,Low,97836.09,Master’s Degree,4,6350,3920,8.18,4.18,Canada,59.48
Bonds trader,Manufacturing,Decreasing,Low,118599.32,High School,8,9920,6057,94.65,71.35,Brazil,41.56
Music tutor,Retail,Increasing,Moderate,30196.43,Bachelor’s Degree,3,7884,9112,0.31,7.43,Australia,20.77
Community development worker,Manufacturing,Increasing,Moderate,70541.61,Associate Degree,20,8797,6055,69.99,26.57,Germany,54.26
"Biochemist, clinical",IT,Increasing,Low,111867.13,Associate Degree,2,5775,1893,5.11,24.75,Canada,57.57
Civil Service administrator,Retail,Increasing,High,37315.3,Bachelor’s Degree,4,4199,7726,8.32,95.63,Australia,54.28
Product manager,Finance,Decreasing,Moderate,60728.7,PhD,19,4873,9136,20.69,93.81,India,57.77
Proofreader,Retail,Decreasing,Low,139918.61,Associate Degree,4,7741,4434,29.54,62.78,China,21.99
"Radiographer, therapeutic",Retail,Decreasing,High,114132.59,PhD,10,4701,9492,36.21,74.26,UK,76.17
"Engineer, building services",Transportation,Increasing,Low,139077.97,Master’s Degree,9,8145,9073,2.74,24.99,India,59.07
"Production assistant, television",Transportation,Increasing,Moderate,127661.35,PhD,18,9124,418,93.19,54.86,Germany,27.65
Civil Service administrator,Education,Increasing,Moderate,59251.28,Master’s Degree,13,6752,4737,72.99,37.29,China,22.12
Tax adviser,Healthcare,Decreasing,Low,62463.09,Master’s Degree,15,1183,6912,6.93,17.52,Germany,30.35
"Librarian, academic",Retail,Increasing,High,127883.2,High School,10,5345,7273,93.16,1.54,Canada,73.8
Firefighter,Education,Increasing,Low,66161.29,Bachelor’s Degree,4,1233,2706,35.59,10.85,Germany,72.49
Make,Transportation,Increasing,Moderate,100700.52,High School,4,5984,9514,36.4,9.83,UK,65.67
Child psychotherapist,Manufacturing,Increasing,Low,90589.29,Bachelor’s Degree,18,3232,227,73.94,38.66,Germany,44.78
Lobbyist,Retail,Increasing,Low,99661.48,High School,1,5477,4370,32.06,57.32,Brazil,25.81
"Investment banker, corporate",IT,Increasing,Low,128406.45,PhD,5,8200,4858,66.13,13.47,Canada,44.3
Product manager,Healthcare,Decreasing,Moderate,135541.91,Bachelor’s Degree,15,7783,8150,31.74,38.03,Germany,60.17
"Surveyor, hydrographic",Retail,Increasing,High,35112.95,Master’s Degree,3,6932,2811,13.27,3.54,Australia,33.11
Furniture designer,Manufacturing,Decreasing,High,128251.18,Bachelor’s Degree,12,1685,8769,97.84,90.57,India,74.07
Diplomatic Services operational officer,Finance,Decreasing,Moderate,116901.05,High School,8,3097,2902,71.61,93.91,India,41.28
Tourist information centre manager,Education,Decreasing,Moderate,105012.87,Master’s Degree,4,2768,4701,83.83,96.17,UK,73.73
Tax inspector,Education,Increasing,High,34900.89,Master’s Degree,16,1313,7191,93.64,59.94,Germany,44.16
Naval architect,Healthcare,Decreasing,Low,58865.08,PhD,12,9085,9710,15.94,3.63,Canada,21.67
Chartered management accountant,Retail,Increasing,Moderate,77237.84,PhD,12,3896,2427,48.02,56.37,China,25.36
IT technical support officer,Finance,Increasing,Low,143150.99,Master’s Degree,14,3278,3375,94.05,23.72,Brazil,39.86
Web designer,IT,Decreasing,Moderate,71056.14,Bachelor’s Degree,14,3184,2208,32.08,96.72,Canada,35.36
Facilities manager,Entertainment,Increasing,High,139511.07,Associate Degree,3,7418,4233,57.77,17.72,Canada,62.81
Television production assistant,Education,Increasing,Low,142878.2,Bachelor’s Degree,6,3502,5189,12.37,22.61,UK,64.59
Health and safety inspector,Manufacturing,Increasing,Moderate,97597.93,Bachelor’s Degree,4,769,9366,64.02,11.04,Canada,75.24
Telecommunications researcher,Manufacturing,Increasing,Moderate,73218.84,High School,20,3834,6355,83.55,6.6,UK,37.51
Chief Technology Officer,Entertainment,Decreasing,Moderate,136758.48,Associate Degree,3,2809,1127,63.51,32.71,Brazil,52.92
Quarry manager,Finance,Increasing,High,127409.56,Master’s Degree,19,8586,6708,91.06,82.63,Germany,54.63
Occupational psychologist,Retail,Decreasing,High,117182.22,PhD,17,5015,2402,3.69,79.83,India,53.83
"Administrator, sports",Retail,Decreasing,High,85952.52,PhD,9,1819,8662,93.22,38.02,India,66.77
"Engineer, biomedical",Healthcare,Decreasing,High,56873.31,Master’s Degree,14,7946,4048,55.63,63.56,Australia,28.39
General practice doctor,Manufacturing,Decreasing,High,147631.5,High School,1,3681,710,50.05,22.72,India,21.54
English as a foreign language teacher,Transportation,Increasing,High,100630.31,PhD,12,5543,460,51.2,29.65,USA,70.95
"Engineer, agricultural",Healthcare,Increasing,Moderate,118322.1,Master’s Degree,1,358,7211,49.12,5.27,Germany,45.78
Electronics engineer,Finance,Decreasing,Moderate,123017.06,Associate Degree,7,6881,2072,39.12,99.8,USA,61.67
Armed forces logistics/support/administrative officer,Entertainment,Decreasing,Low,119907.28,Associate Degree,4,6582,2896,38.25,13.65,UK,31.26
Consulting civil engineer,Healthcare,Decreasing,Low,104277.25,PhD,9,4931,2188,15.43,98.95,Germany,20.86
Counselling psychologist,Education,Decreasing,High,31242.9,Associate Degree,13,6991,9826,82.14,1.78,UK,64.48
Sub,IT,Increasing,Low,136725.47,High School,11,2213,3541,42.09,30.69,China,56.28
"Accountant, chartered public finance",IT,Decreasing,Low,38439.55,Master’s Degree,9,8477,9182,50.65,51.1,USA,76.6
Colour technologist,Entertainment,Decreasing,Moderate,75451.46,High School,18,6383,2864,30.09,83.36,Canada,36.2
"Production designer, theatre/television/film",Entertainment,Decreasing,Moderate,144817.21,High School,14,6503,8040,77.35,91.15,Brazil,25.89
Oceanographer,Finance,Decreasing,Moderate,70941.02,High School,2,4173,1551,37.43,33.83,India,78.7
Technical author,Retail,Decreasing,Moderate,117286.77,PhD,20,8207,3741,16.33,42.52,Brazil,72.01
Arts administrator,Finance,Decreasing,Low,124485.72,Bachelor’s Degree,14,9166,4595,33.15,6.12,Brazil,22.74
"Psychologist, counselling",Manufacturing,Increasing,Moderate,38137.65,Associate Degree,7,823,5933,62.15,97.31,Brazil,21.86
"Therapist, occupational",IT,Increasing,Low,98353.03,Associate Degree,11,5228,1996,77.05,83.31,UK,53.43
"Engineer, mining",Retail,Decreasing,High,146604.36,Associate Degree,7,7248,8027,61.79,30.07,UK,67.91
Video editor,IT,Increasing,High,92047.63,High School,19,9445,8213,83.74,5.11,Brazil,76.08
Diplomatic Services operational officer,IT,Increasing,Low,53970.05,PhD,15,5995,2923,49.22,35.96,China,51.07
Medical secretary,Transportation,Increasing,Moderate,92499.25,PhD,5,4862,6963,54.92,80.15,China,60.37
Diplomatic Services operational officer,Retail,Decreasing,Moderate,144132.56,High School,4,7610,9979,38.43,71.88,UK,55.74
Air cabin crew,Finance,Increasing,High,53525.01,Master’s Degree,14,7387,7496,11.59,49.71,China,33.82
Armed forces training and education officer,Transportation,Increasing,High,70665.92,Associate Degree,7,4838,2319,36.97,50.56,Canada,29.81
Illustrator,Education,Increasing,Moderate,78474.87,Associate Degree,14,5164,9205,18.12,29.75,Brazil,21.03
Clinical biochemist,Retail,Decreasing,Moderate,127658.55,Master’s Degree,12,222,7814,81.77,41.18,Australia,53.04
Hospital doctor,Healthcare,Increasing,High,44006.24,PhD,18,7496,7008,49.73,78.56,China,32.54
Consulting civil engineer,Retail,Decreasing,High,72411.87,Master’s Degree,5,3166,5983,16.89,22.4,India,55.24
Fashion designer,Healthcare,Increasing,Low,104353.44,Associate Degree,3,3970,400,90.07,56.28,USA,77.83
Theatre director,Finance,Increasing,Low,144810.31,Master’s Degree,0,2109,1445,11.05,13.26,India,77.39
Patent examiner,Entertainment,Decreasing,Moderate,134172.04,Master’s Degree,8,5832,4314,28.42,3.36,India,41.49
Television production assistant,Retail,Decreasing,Low,129419.8,Associate Degree,1,5905,3964,73.87,16.4,Canada,42.2
Product designer,Healthcare,Increasing,Moderate,124784.2,Associate Degree,0,2636,5378,66.98,94.24,Australia,28.18
Make,Manufacturing,Increasing,Low,77401.74,High School,7,5563,9809,43.29,84.07,Germany,29.93
Textile designer,IT,Increasing,Low,47261.4,Master’s Degree,14,8649,780,20.42,99.63,Canada,21.24
"Physicist, medical",Manufacturing,Increasing,High,101909.17,High School,2,7005,8482,20.91,32.46,Brazil,68.01
Risk analyst,Manufacturing,Increasing,Moderate,39716.99,Master’s Degree,20,8742,9466,30.74,8.33,UK,77.03
Equality and diversity officer,Retail,Increasing,Low,37622.38,Master’s Degree,16,1639,6865,42.27,50.09,Australia,34.84
"Teacher, primary school",Education,Increasing,Low,117348.95,Associate Degree,2,9593,4563,23.67,48.87,China,57.84
Ophthalmologist,Finance,Increasing,Moderate,116787.05,Bachelor’s Degree,9,557,5697,40.9,99.13,China,27.92
"Engineer, control and instrumentation",Entertainment,Decreasing,Low,96110.33,High School,1,7568,6471,0.88,64.14,UK,74.76
Chief Strategy Officer,Retail,Decreasing,High,112458.47,Master’s Degree,15,2784,1276,72.44,14.8,China,36.39
Microbiologist,Entertainment,Increasing,High,83153.02,Associate Degree,13,8847,831,43.97,9.57,USA,68.64
Arboriculturist,Education,Increasing,Moderate,68259.43,High School,18,6457,6754,68.12,97.05,Australia,77.42
"Therapist, speech and language",Manufacturing,Decreasing,Moderate,98735.27,High School,13,8224,4685,85.67,49.97,USA,63.09
"Doctor, hospital",Retail,Increasing,Low,133303.54,Bachelor’s Degree,7,2969,7128,23.29,44.74,Brazil,30.45
Health and safety inspector,Transportation,Decreasing,Moderate,66331.27,PhD,3,9472,5080,91.68,85.53,USA,65.3
"Editor, film/video",Manufacturing,Decreasing,High,101412.13,Bachelor’s Degree,2,7019,6018,87.42,54.37,Brazil,59.26
Hospital pharmacist,Manufacturing,Increasing,High,72961.92,PhD,12,9876,5799,12.94,37.95,China,47.24
Patent attorney,Education,Increasing,Low,94726.02,Master’s Degree,17,5268,2594,72.74,32.79,Brazil,39.84
IT sales professional,Manufacturing,Increasing,Moderate,54972.59,PhD,6,9416,1735,48.34,66.41,Australia,49.07
"Nurse, children's",Retail,Decreasing,Moderate,107804.4,Associate Degree,18,7528,9218,87.26,85.27,China,74.58
Lexicographer,Retail,Increasing,Moderate,62853.76,Master’s Degree,6,5520,8139,32.87,3.11,UK,35.9
Medical illustrator,Manufacturing,Increasing,Moderate,136390.86,High School,18,8812,9120,77.2,89.72,India,22.47
Medical illustrator,Transportation,Increasing,Moderate,40698.72,PhD,19,4685,4566,66.93,57.03,India,55.31
Equities trader,Healthcare,Increasing,Moderate,71820.23,High School,8,884,5170,41.07,49.89,China,56.02
Investment analyst,Transportation,Increasing,High,105513.63,Bachelor’s Degree,11,3256,9409,30.36,7.39,Brazil,70.91
"Psychologist, clinical",Manufacturing,Increasing,Moderate,50066.64,Bachelor’s Degree,1,1124,2589,1.37,57.16,Brazil,67.92
Airline pilot,Transportation,Decreasing,High,53071.2,High School,8,2060,3332,89.49,23.71,Germany,32.45
Geoscientist,Entertainment,Increasing,High,49317.86,Bachelor’s Degree,0,7835,1185,75.62,25.73,USA,48.73
Dentist,Retail,Decreasing,Low,52531.6,High School,10,3547,3338,28.89,62.97,Canada,49.19
Broadcast engineer,Entertainment,Increasing,Moderate,37412.16,Bachelor’s Degree,0,2949,8185,29.39,3.83,Germany,41.02
Fisheries officer,Transportation,Decreasing,High,122292.46,High School,20,1866,4345,23.94,66.77,Australia,43.53
"Presenter, broadcasting",Entertainment,Decreasing,High,48312.88,Associate Degree,20,4546,5403,9.04,0.2,Germany,37.55
Podiatrist,IT,Decreasing,Moderate,60680.0,Associate Degree,14,165,5890,81.17,1.12,Brazil,69.31
"Chemist, analytical",Retail,Decreasing,Low,32827.49,Master’s Degree,7,9828,6598,46.52,23.17,UK,71.48
Chartered loss adjuster,Entertainment,Decreasing,High,135659.13,High School,4,3540,8082,53.81,69.45,USA,42.76
Retail buyer,IT,Decreasing,Moderate,102986.16,Associate Degree,13,7823,2483,95.34,80.15,UK,65.9
Acupuncturist,Entertainment,Increasing,Moderate,144413.84,High School,20,4056,9348,52.12,25.94,Brazil,61.36
Biomedical scientist,Entertainment,Increasing,Moderate,137523.5,Bachelor’s Degree,17,7618,830,90.51,15.36,China,25.35
Telecommunications researcher,Education,Increasing,High,65471.32,Associate Degree,11,2547,4029,79.9,32.62,Canada,42.03
Diagnostic radiographer,Education,Decreasing,Low,123320.06,Bachelor’s Degree,19,2982,3669,78.6,44.73,Brazil,57.27
"Designer, blown glass/stained glass",Transportation,Increasing,Low,57075.25,High School,1,5421,2414,98.25,49.68,Germany,22.3
Risk analyst,Education,Decreasing,Low,142651.72,Associate Degree,15,3845,7224,26.54,31.52,Canada,48.64
Government social research officer,IT,Decreasing,Low,119755.83,High School,8,1242,8229,40.99,74.37,UK,63.88
Physiotherapist,Entertainment,Decreasing,High,148457.78,PhD,1,9758,965,37.16,53.29,India,72.54
"Doctor, general practice",Education,Decreasing,Moderate,52591.3,Master’s Degree,13,9589,5952,32.64,38.33,Germany,54.13
Electrical engineer,Transportation,Decreasing,Moderate,113565.19,High School,5,5565,6890,71.7,44.05,UK,40.01
Higher education lecturer,Finance,Decreasing,Moderate,135519.44,Bachelor’s Degree,8,5008,9120,20.96,86.34,India,79.13
Trade mark attorney,Manufacturing,Increasing,High,110205.15,High School,4,2820,2827,82.07,6.11,China,21.0
Marketing executive,Transportation,Increasing,Moderate,119532.19,Master’s Degree,14,2572,9905,33.77,25.75,Brazil,28.0
Physiotherapist,Entertainment,Increasing,Low,83190.97,High School,12,2313,5744,57.21,44.54,UK,52.06
Best boy,Retail,Increasing,Moderate,50520.73,High School,20,897,6077,55.84,55.84,UK,47.32
Politician's assistant,IT,Decreasing,Moderate,74901.06,High School,5,5635,4004,5.98,19.81,Brazil,40.25
Hydrologist,Manufacturing,Decreasing,High,52336.32,Master’s Degree,3,5741,328,74.9,47.1,Brazil,30.53
Textile designer,IT,Increasing,High,146719.03,Master’s Degree,0,4767,844,1.18,61.94,Australia,39.65
Radiation protection practitioner,IT,Decreasing,Moderate,105026.99,Bachelor’s Degree,19,9124,8905,40.08,53.98,China,40.22
Hotel manager,Transportation,Decreasing,Low,54167.25,Bachelor’s Degree,12,8766,4995,1.04,65.93,Brazil,52.24
"Restaurant manager, fast food",Manufacturing,Decreasing,Moderate,73561.9,Associate Degree,1,4533,7953,83.87,33.1,UK,39.25
"Scientist, biomedical",Education,Increasing,Low,80517.27,PhD,1,477,6339,9.4,79.14,India,43.38
Phytotherapist,Manufacturing,Decreasing,Moderate,113455.33,Associate Degree,0,1175,5778,71.0,58.57,USA,68.05
Farm manager,Transportation,Increasing,High,79840.39,Associate Degree,9,1655,7137,10.5,11.01,India,79.09
"Producer, radio",Retail,Decreasing,High,140641.08,PhD,8,2287,7991,62.39,35.13,UK,75.66
Product manager,Finance,Decreasing,Low,116879.44,Associate Degree,10,5471,6123,9.3,97.46,Australia,40.9
"Lighting technician, broadcasting/film/video",Healthcare,Increasing,Low,32871.94,Associate Degree,16,7745,6451,34.02,34.64,China,64.72
Risk analyst,Finance,Increasing,Moderate,131667.48,Associate Degree,13,556,6116,88.14,89.38,USA,31.46
"Development worker, community",Healthcare,Decreasing,Low,106025.42,Associate Degree,12,7343,8289,68.1,14.79,Australia,44.73
Horticultural consultant,Entertainment,Decreasing,High,131398.74,PhD,10,1546,9453,65.69,59.65,India,55.2
Dietitian,IT,Decreasing,High,139342.97,Bachelor’s Degree,8,4977,537,23.42,86.59,India,26.19
Patent examiner,IT,Decreasing,High,126638.81,High School,9,2323,3197,80.23,18.2,China,22.31
"Investment banker, operational",Retail,Decreasing,Moderate,84217.61,Associate Degree,14,1312,8308,26.97,29.77,China,63.53
IT trainer,Education,Increasing,High,114358.96,Bachelor’s Degree,15,5488,3381,3.39,65.44,USA,39.0
Set designer,Entertainment,Increasing,Moderate,75763.68,Master’s Degree,7,5296,7577,62.23,77.93,UK,70.01
Adult nurse,IT,Decreasing,High,56065.06,PhD,18,526,7632,41.22,56.72,Australia,77.87
"Librarian, public",Healthcare,Increasing,Low,133880.39,High School,9,1669,1537,76.46,78.06,Australia,45.89
"Scientist, clinical (histocompatibility and immunogenetics)",Transportation,Decreasing,Low,136939.48,PhD,4,9957,7972,15.75,30.59,China,53.94
"Psychologist, forensic",Healthcare,Increasing,High,61386.35,Associate Degree,15,4912,9120,82.5,20.69,India,21.23
Careers adviser,Education,Increasing,Moderate,44296.1,Master’s Degree,14,9747,4373,92.74,15.84,China,64.74
"Nurse, children's",Transportation,Increasing,High,88100.84,Master’s Degree,20,2122,1077,68.33,31.44,UK,25.79
Media buyer,Retail,Decreasing,Moderate,81379.89,Bachelor’s Degree,19,1066,4838,88.34,79.7,UK,51.36
Aeronautical engineer,Manufacturing,Increasing,Low,43952.27,Master’s Degree,17,9984,9717,1.65,6.93,Brazil,49.39
"Scientist, water quality",Manufacturing,Increasing,Low,127656.52,Associate Degree,18,2070,8994,50.98,92.32,China,21.2
Microbiologist,Retail,Decreasing,Moderate,65032.71,PhD,7,7633,6852,74.81,64.53,USA,36.3
"Physicist, medical",IT,Decreasing,Low,115538.45,Master’s Degree,20,4277,6823,65.55,3.71,India,49.02
Advertising art director,Transportation,Increasing,Moderate,125163.59,Bachelor’s Degree,19,3351,5985,40.11,66.38,India,45.41
Copy,Healthcare,Increasing,High,106827.5,Master’s Degree,4,6001,1929,85.81,74.9,Germany,20.95
Landscape architect,IT,Decreasing,Low,143709.43,Bachelor’s Degree,17,6512,4090,5.47,21.09,China,26.78
Pension scheme manager,Healthcare,Decreasing,Moderate,68757.17,Bachelor’s Degree,19,2146,7693,26.98,26.81,UK,74.76
Armed forces logistics/support/administrative officer,Manufacturing,Increasing,Low,87282.59,High School,3,9179,1909,34.11,54.82,China,43.6
Press sub,Finance,Increasing,Low,39436.39,PhD,14,1240,1060,44.93,92.28,Canada,66.37
Artist,Entertainment,Decreasing,High,43011.07,Bachelor’s Degree,10,8601,513,2.86,59.77,Australia,29.07
"Merchandiser, retail",Manufacturing,Increasing,High,62451.11,Bachelor’s Degree,11,8666,2115,42.83,85.12,Germany,49.87
Best boy,Healthcare,Decreasing,Low,77645.53,High School,18,8567,8316,76.88,25.2,Australia,38.22
Electronics engineer,Healthcare,Decreasing,Low,41725.0,PhD,20,8183,6802,34.12,79.22,Brazil,76.95
General practice doctor,Education,Decreasing,Moderate,110430.79,PhD,13,4009,1563,59.25,73.24,India,70.51
"Librarian, public",Retail,Decreasing,High,117488.31,Associate Degree,15,4403,3681,98.33,12.68,India,56.2
Sports administrator,Healthcare,Increasing,Low,44752.72,PhD,16,4909,6944,0.41,77.45,China,44.3
"Journalist, broadcasting",Healthcare,Decreasing,High,109827.33,Associate Degree,14,755,5481,99.34,26.19,USA,61.24
Sport and exercise psychologist,Healthcare,Decreasing,High,116695.54,Master’s Degree,15,143,3248,44.83,15.81,Canada,26.36
Clinical embryologist,IT,Increasing,Moderate,147772.84,Bachelor’s Degree,18,795,1203,9.63,19.14,Australia,22.39
"Therapist, speech and language",Transportation,Increasing,Moderate,78381.2,Associate Degree,11,9016,4926,47.7,75.43,UK,62.15
"Research officer, political party",Finance,Decreasing,Moderate,46253.01,High School,18,7523,9441,54.64,55.66,Canada,42.24
Herpetologist,Retail,Increasing,High,145023.81,High School,4,246,5433,61.32,0.26,Germany,73.82
Personal assistant,Retail,Decreasing,High,82209.51,Associate Degree,15,1338,3987,44.63,19.5,Australia,32.55
Tourist information centre manager,Retail,Decreasing,Low,87944.31,Master’s Degree,7,1496,4761,99.41,93.75,Germany,40.17
"Teacher, early years/pre",Transportation,Increasing,High,149935.75,Bachelor’s Degree,16,1485,1132,92.16,67.27,USA,45.59
Retail merchandiser,Manufacturing,Increasing,Moderate,64293.61,PhD,12,5234,4424,79.54,8.69,Germany,65.81
Financial manager,Manufacturing,Decreasing,Low,105354.3,Bachelor’s Degree,13,2934,4698,36.51,28.7,China,70.39
Social researcher,Finance,Decreasing,High,123734.62,Master’s Degree,4,3866,4145,89.12,98.27,Canada,79.02
Race relations officer,Entertainment,Increasing,High,107676.2,High School,12,5107,3587,6.56,52.54,Brazil,62.8
Animal technologist,Manufacturing,Increasing,Moderate,123717.03,Bachelor’s Degree,11,8607,2745,82.31,40.47,Australia,70.33
Quality manager,Finance,Decreasing,Moderate,38516.5,Master’s Degree,7,2992,7170,52.08,50.07,UK,25.99
"Investment banker, corporate",Manufacturing,Decreasing,Moderate,40715.75,Associate Degree,0,4266,8099,18.48,82.08,Australia,59.13
"Pharmacist, community",Retail,Decreasing,High,136096.97,PhD,12,9840,705,62.0,22.07,Brazil,48.1
Public house manager,Transportation,Decreasing,Moderate,82791.93,Master’s Degree,7,3967,665,15.24,95.14,India,78.66
"Civil engineer, consulting",IT,Decreasing,Moderate,42594.31,Associate Degree,0,7040,2657,52.0,61.05,India,67.06
Community pharmacist,Education,Increasing,High,78760.77,High School,18,6144,4272,77.05,31.43,Canada,47.47
"Therapist, drama",Healthcare,Decreasing,Moderate,30098.98,Bachelor’s Degree,16,9789,5134,66.96,95.27,India,66.23
Economist,Education,Increasing,High,41307.77,Associate Degree,9,8366,6024,88.28,18.96,USA,36.83
Paediatric nurse,Finance,Increasing,Moderate,46273.9,High School,4,1867,3187,54.27,5.59,USA,27.31
"Nurse, learning disability",Finance,Decreasing,High,55522.61,PhD,5,203,2022,75.43,8.74,China,68.78
Sports development officer,Finance,Decreasing,Low,50699.85,Bachelor’s Degree,1,5103,176,61.97,89.8,Germany,69.58
Fashion designer,Finance,Increasing,High,143296.68,Master’s Degree,10,4055,1452,56.43,92.56,UK,58.33
"Optician, dispensing",Retail,Decreasing,Moderate,43906.44,High School,15,8912,1718,86.06,58.76,Australia,51.87
Television floor manager,Finance,Increasing,High,95652.11,Bachelor’s Degree,5,3196,8195,61.03,1.29,Germany,46.23
Information officer,Education,Decreasing,High,118796.43,High School,20,3875,7465,10.01,60.19,USA,41.79
Operations geologist,Education,Increasing,High,32985.48,Bachelor’s Degree,0,8467,1871,1.52,76.91,India,49.65
Quantity surveyor,Transportation,Increasing,Moderate,75685.52,High School,19,8335,9407,97.24,20.47,India,27.18
Professor Emeritus,Retail,Increasing,Low,104667.47,High School,1,5252,4506,65.51,77.19,UK,53.23
Writer,Healthcare,Decreasing,Low,31864.68,Bachelor’s Degree,6,9378,7823,96.39,8.04,Germany,32.99
Environmental health practitioner,Retail,Decreasing,High,121092.09,PhD,13,5641,2918,30.14,99.66,India,76.97
Fitness centre manager,Retail,Decreasing,Low,54713.66,Associate Degree,11,4973,3288,34.15,48.44,Canada,20.6
"Geologist, engineering",IT,Increasing,High,130897.33,PhD,6,3429,3318,18.17,0.88,Germany,30.87
Chartered legal executive (England and Wales),Healthcare,Increasing,Low,58986.79,Bachelor’s Degree,2,7136,2126,35.67,24.87,USA,58.39
Press sub,Healthcare,Increasing,Moderate,104015.3,PhD,1,4344,5178,11.96,71.96,UK,70.45
Logistics and distribution manager,Education,Increasing,Moderate,73749.48,Master’s Degree,2,7638,9015,29.52,58.36,USA,37.96
"Biochemist, clinical",Education,Decreasing,High,113540.68,Associate Degree,13,1163,8256,9.87,24.37,UK,52.88
Emergency planning/management officer,Manufacturing,Decreasing,Low,37503.89,Bachelor’s Degree,8,3722,2955,56.71,24.4,UK,30.69
Chartered accountant,Manufacturing,Decreasing,Moderate,89719.99,PhD,18,3439,3495,84.06,87.34,Australia,59.92
Management consultant,Education,Decreasing,Low,65942.84,Master’s Degree,10,2832,8727,56.8,49.55,Germany,63.1
Air broker,Entertainment,Decreasing,Moderate,114336.21,High School,17,8912,5872,21.69,1.07,Australia,59.92
Geographical information systems officer,Retail,Decreasing,High,44427.72,High School,10,1903,6794,9.74,10.59,Brazil,52.08
Associate Professor,Transportation,Decreasing,High,144652.5,Bachelor’s Degree,15,8515,4196,45.34,15.88,UK,53.44
Archivist,Transportation,Increasing,Low,68205.58,PhD,11,7908,3276,99.55,35.66,Germany,67.96
Paramedic,Education,Decreasing,Low,77590.85,Master’s Degree,5,5731,4101,33.15,92.84,Australia,31.22
"Investment banker, operational",Manufacturing,Decreasing,Low,71522.18,High School,14,3233,6015,43.2,37.37,Canada,49.16
Legal secretary,IT,Increasing,Moderate,109619.51,High School,6,5142,1330,57.7,56.11,China,57.05
Theatre director,Finance,Decreasing,Low,126484.62,Associate Degree,8,4813,9639,51.53,52.34,China,41.09
Cartographer,Manufacturing,Decreasing,Low,68386.34,Master’s Degree,18,2902,9104,27.82,8.11,Brazil,55.85
Armed forces training and education officer,Transportation,Increasing,High,78419.58,Bachelor’s Degree,6,7469,6147,18.53,88.82,China,46.24
Midwife,Manufacturing,Increasing,Moderate,91644.71,Associate Degree,19,9910,960,39.51,14.27,UK,31.87
Research scientist (medical),Manufacturing,Decreasing,Low,139071.63,High School,19,3471,6430,35.73,19.02,Australia,49.49
Immigration officer,Finance,Decreasing,Moderate,36168.21,Bachelor’s Degree,1,9377,4256,80.81,90.9,Brazil,40.97
Marketing executive,Entertainment,Decreasing,Low,143971.82,PhD,4,3884,5199,22.28,61.9,USA,30.81
Chartered management accountant,Transportation,Increasing,High,124268.17,High School,14,3529,6502,45.68,89.51,UK,29.78
Associate Professor,Finance,Increasing,High,80798.65,High School,14,7926,2303,61.61,41.6,UK,60.56
Tour manager,Transportation,Increasing,Low,78021.14,Bachelor’s Degree,13,8297,7546,37.36,90.88,USA,47.44
Community pharmacist,IT,Increasing,Moderate,30926.98,Bachelor’s Degree,1,3143,4957,65.42,75.71,Australia,47.22
Optometrist,Finance,Increasing,Moderate,49462.61,High School,19,2618,5195,23.14,69.25,UK,64.97
Magazine features editor,Finance,Increasing,High,89652.65,Master’s Degree,9,8101,338,19.13,79.31,China,36.91
Purchasing manager,Retail,Increasing,High,75097.63,Master’s Degree,11,736,980,54.08,84.25,Canada,78.7
"Research officer, trade union",Transportation,Decreasing,Low,62280.01,High School,7,4624,7117,47.63,93.05,India,43.65
Acupuncturist,IT,Increasing,Low,131426.55,Associate Degree,1,9643,2937,91.64,44.71,Australia,42.7
"Education officer, environmental",Transportation,Increasing,Low,52176.77,Associate Degree,8,7020,2151,51.42,34.74,Canada,44.14
Dancer,Healthcare,Decreasing,Low,87914.12,Bachelor’s Degree,19,1752,7485,10.93,34.29,China,54.74
Futures trader,Healthcare,Decreasing,Moderate,90975.43,Associate Degree,1,6900,8586,44.85,33.72,Australia,59.47
Web designer,IT,Increasing,High,39616.9,Bachelor’s Degree,6,5087,9144,72.12,68.54,Canada,76.9
Interior and spatial designer,IT,Decreasing,High,54538.24,Bachelor’s Degree,18,1451,8072,68.18,22.52,Canada,53.12
Claims inspector/assessor,Healthcare,Decreasing,High,136886.93,PhD,15,6592,9304,49.22,2.07,Canada,57.48
Contracting civil engineer,Healthcare,Increasing,Moderate,73248.68,Bachelor’s Degree,15,6311,6229,11.04,6.44,UK,42.63
Software engineer,Education,Decreasing,Low,133630.49,PhD,19,3227,9538,61.25,74.07,UK,25.51
"Teacher, secondary school",IT,Decreasing,Low,137190.61,High School,13,613,6010,87.17,91.55,Canada,77.28
"Designer, industrial/product",Retail,Increasing,Low,78141.84,PhD,19,9961,5805,59.12,31.41,USA,48.81
Furniture conservator/restorer,Finance,Decreasing,High,93602.21,Master’s Degree,6,1239,1240,66.98,86.25,USA,31.13
Careers adviser,Finance,Increasing,Low,88021.4,Associate Degree,17,3602,558,88.97,92.01,Australia,20.88
"Engineer, technical sales",Healthcare,Increasing,High,149759.93,High School,3,2698,1796,28.4,88.46,Brazil,26.43
Sport and exercise psychologist,Education,Decreasing,High,133350.01,High School,6,1055,6720,64.62,64.59,China,38.09
"Engineer, building services",IT,Decreasing,Moderate,57046.53,Master’s Degree,9,7002,3833,56.24,64.62,Australia,79.45
Secretary/administrator,Finance,Decreasing,Low,37783.27,Associate Degree,20,1430,2544,24.68,55.83,Germany,79.28
Fine artist,Entertainment,Increasing,Low,111573.25,Bachelor’s Degree,14,332,9301,35.67,19.31,Brazil,67.01
Firefighter,Retail,Decreasing,Low,125101.58,Master’s Degree,5,7623,7839,77.16,56.07,UK,53.35
Rural practice surveyor,Healthcare,Increasing,Moderate,78555.9,High School,15,6440,6063,63.16,65.18,Canada,51.5
Surgeon,Entertainment,Decreasing,High,57840.93,High School,0,4766,4475,97.28,77.36,Canada,39.85
"Therapist, nutritional",Manufacturing,Increasing,High,38830.98,Bachelor’s Degree,8,1421,3464,62.32,91.18,UK,49.99
Marketing executive,Manufacturing,Increasing,High,34195.31,High School,7,6266,1523,77.81,40.13,Germany,36.0
"Engineer, broadcasting (operations)",IT,Decreasing,High,129007.26,Master’s Degree,7,4197,3410,11.41,18.13,UK,70.13
"Education officer, museum",IT,Increasing,High,74659.77,Bachelor’s Degree,10,8142,3549,95.72,57.84,Australia,50.35
Hotel manager,Healthcare,Increasing,Moderate,108194.71,Master’s Degree,17,5661,8924,57.65,79.55,Brazil,66.69
"Engineer, structural",Retail,Decreasing,High,96238.71,Associate Degree,6,3506,4585,99.44,10.14,India,74.95
Maintenance engineer,Entertainment,Increasing,Low,98813.17,High School,17,5683,9047,77.29,80.89,UK,31.47
Games developer,IT,Decreasing,Moderate,102816.41,High School,10,7818,4898,46.44,51.17,Germany,34.7
Insurance account manager,Education,Increasing,Moderate,141530.32,Bachelor’s Degree,8,6783,768,62.83,71.23,Germany,64.12
Dietitian,Healthcare,Decreasing,High,58084.59,High School,14,5567,6134,61.8,5.33,Canada,43.62
Speech and language therapist,Transportation,Decreasing,High,147476.12,Master’s Degree,0,6719,2073,58.04,46.54,Brazil,77.55
"Horticulturist, commercial",IT,Increasing,High,70111.24,PhD,15,6938,327,46.65,96.0,Germany,35.54
Newspaper journalist,Retail,Increasing,Moderate,92926.28,Master’s Degree,11,2901,1438,62.89,49.33,India,78.2
Art gallery manager,Entertainment,Decreasing,High,136484.47,PhD,20,7269,7547,99.1,10.69,Brazil,28.26
"Chemist, analytical",Finance,Decreasing,High,140436.65,Master’s Degree,14,8895,1545,21.0,46.96,USA,39.65
Solicitor,Transportation,Decreasing,Moderate,123443.14,Bachelor’s Degree,20,7553,7997,61.33,81.07,USA,45.37
Chief Marketing Officer,Manufacturing,Decreasing,Low,122149.84,PhD,6,7934,856,61.07,2.57,Germany,69.12
Computer games developer,Finance,Increasing,Low,95705.6,Master’s Degree,6,9086,2026,44.85,17.31,Australia,40.99
Race relations officer,Transportation,Decreasing,High,60815.59,High School,7,6491,2211,23.31,11.95,Canada,64.2
Data scientist,Healthcare,Increasing,High,112981.84,Master’s Degree,9,6571,7244,55.25,3.04,UK,63.85
Games developer,Education,Increasing,Moderate,51916.29,Bachelor’s Degree,0,4746,4329,90.96,15.48,Germany,63.02
Mechanical engineer,Retail,Decreasing,Low,38636.4,Associate Degree,8,458,5784,10.64,47.27,UK,36.08
"Programmer, multimedia",Entertainment,Decreasing,Moderate,141094.28,Associate Degree,20,9498,9638,2.16,57.82,India,73.48
Fashion designer,Education,Decreasing,Low,33289.62,Associate Degree,0,1501,3422,2.98,88.1,Canada,32.31
Futures trader,Healthcare,Increasing,Moderate,45437.41,Associate Degree,10,5461,7533,7.51,40.17,India,37.34
Early years teacher,Manufacturing,Increasing,High,53612.62,High School,10,2415,7893,28.13,71.46,UK,42.21
Special educational needs teacher,Finance,Increasing,High,138155.29,Bachelor’s Degree,2,8961,5259,11.23,46.41,USA,40.36
Housing manager/officer,Retail,Increasing,High,54130.14,PhD,10,3257,9086,13.36,20.0,USA,62.3
General practice doctor,Finance,Decreasing,High,98027.91,High School,10,4876,6809,23.64,65.12,Brazil,54.83
"Designer, furniture",Retail,Increasing,Low,92615.34,High School,0,1842,5526,76.67,92.4,USA,56.61
Forensic scientist,Finance,Increasing,Low,78000.15,PhD,15,9308,2964,3.15,11.66,USA,54.1
Graphic designer,Manufacturing,Increasing,High,52962.78,Master’s Degree,14,8032,6705,68.47,61.45,Brazil,42.06
Solicitor,Healthcare,Decreasing,Low,93000.93,Bachelor’s Degree,8,171,6007,32.09,1.21,Canada,51.28
"Scientist, research (medical)",Education,Increasing,Low,31240.96,Associate Degree,2,7533,8494,28.73,31.88,Brazil,61.93
Fish farm manager,Entertainment,Decreasing,Low,75954.35,Associate Degree,11,4237,7629,15.24,49.67,Australia,47.67
"Solicitor, Scotland",Healthcare,Increasing,Moderate,98096.83,Bachelor’s Degree,17,9313,9819,5.98,98.85,Germany,56.86
Dealer,IT,Decreasing,High,134972.4,Master’s Degree,12,4217,3021,83.05,80.98,Canada,27.52
Corporate investment banker,Finance,Increasing,Moderate,72098.57,PhD,14,299,6423,67.65,77.49,Brazil,48.1
Interior and spatial designer,Finance,Increasing,Moderate,105854.08,High School,7,8769,9033,32.54,88.38,Brazil,60.79
Theme park manager,Entertainment,Increasing,Moderate,87365.42,PhD,18,7532,7978,96.68,63.87,UK,38.29
"Civil engineer, contracting",Healthcare,Increasing,High,37142.18,PhD,14,7705,2777,49.68,28.28,China,68.37
Cytogeneticist,Entertainment,Decreasing,Moderate,76825.55,Associate Degree,0,1214,7910,95.54,29.35,Brazil,66.42
"Psychologist, counselling",Retail,Decreasing,High,92558.77,Associate Degree,18,1467,5110,59.92,74.93,China,74.47
Aeronautical engineer,Manufacturing,Increasing,Moderate,69573.97,PhD,9,904,7561,6.38,43.34,USA,20.72
Retail banker,Healthcare,Decreasing,Moderate,112836.09,Master’s Degree,2,7760,5966,7.08,64.59,UK,48.62
"Engineer, automotive",IT,Decreasing,Low,44120.92,Associate Degree,13,5305,6161,70.71,75.45,India,59.94
Research scientist (maths),Transportation,Decreasing,Moderate,58610.04,Master’s Degree,14,4922,3419,94.1,14.03,UK,56.56
Orthoptist,Transportation,Decreasing,Moderate,46675.03,PhD,1,7934,456,10.41,61.0,China,34.77
Fitness centre manager,Retail,Increasing,Moderate,44392.89,PhD,20,7046,9318,87.5,53.8,USA,22.84
Graphic designer,Education,Increasing,Moderate,114873.9,Master’s Degree,5,6533,7801,61.19,21.33,China,36.34
Hospital pharmacist,IT,Increasing,Moderate,126848.24,High School,19,3099,2035,58.84,26.12,Brazil,71.1
Quantity surveyor,Finance,Increasing,Low,96056.63,Associate Degree,20,6183,4038,88.07,90.65,USA,28.47
Environmental consultant,Finance,Increasing,Moderate,82711.08,PhD,8,7879,4773,57.99,63.78,Germany,62.64
"Nurse, adult",Manufacturing,Increasing,Moderate,145075.69,Master’s Degree,19,295,4371,49.47,68.54,Germany,63.93
"Surveyor, land/geomatics",Healthcare,Decreasing,High,134858.43,High School,13,5981,3903,90.33,46.37,Canada,43.07
Wellsite geologist,Retail,Increasing,Moderate,131474.05,Associate Degree,20,5975,2905,22.93,84.7,India,42.4
Pathologist,Healthcare,Decreasing,High,63561.17,Master’s Degree,7,3162,4236,19.6,72.55,UK,57.48
Systems developer,Education,Decreasing,Moderate,101053.48,PhD,1,8104,3439,5.48,92.45,UK,41.63
"Accountant, chartered certified",IT,Increasing,High,33213.85,Associate Degree,5,6358,9243,90.64,51.02,Canada,35.98
Education administrator,Finance,Decreasing,High,84661.83,PhD,1,6874,8786,46.88,16.59,China,73.94
Colour technologist,Retail,Decreasing,Moderate,71395.44,PhD,9,9815,4346,99.57,58.88,USA,23.11
Claims inspector/assessor,Retail,Increasing,Low,93044.98,PhD,1,3318,3867,53.95,29.56,India,37.68
Educational psychologist,IT,Decreasing,Moderate,54733.79,High School,11,8799,9640,10.37,28.79,Germany,67.35
Clinical cytogeneticist,Finance,Decreasing,Low,102929.4,Bachelor’s Degree,5,6720,6743,20.25,18.63,China,23.87
Mechanical engineer,Healthcare,Increasing,Moderate,127551.39,Master’s Degree,3,1999,267,32.31,86.77,USA,56.1
Metallurgist,Transportation,Increasing,Low,129672.4,PhD,5,5188,8477,97.77,2.77,Brazil,58.48
"Psychotherapist, dance movement",Manufacturing,Increasing,High,88267.76,High School,5,4309,6613,92.46,37.43,India,68.05
Counselling psychologist,Entertainment,Decreasing,Low,62512.7,Bachelor’s Degree,5,4953,9637,94.05,61.87,UK,57.75
Agricultural consultant,Finance,Increasing,Moderate,105885.03,High School,15,9094,8395,82.63,41.01,Germany,25.05
Writer,Healthcare,Increasing,High,94016.86,Bachelor’s Degree,1,9798,9641,55.67,81.01,India,54.35
Archivist,Healthcare,Increasing,High,64676.15,Master’s Degree,12,9012,5692,53.61,40.88,Brazil,55.15
"Secretary, company",Education,Increasing,Moderate,87287.62,Associate Degree,10,2096,3987,43.82,43.19,Germany,64.3
Patent examiner,Retail,Decreasing,High,116856.86,Associate Degree,14,5991,4998,3.91,3.17,UK,49.22
Research scientist (life sciences),Finance,Decreasing,High,106532.02,Master’s Degree,1,6000,221,37.26,84.43,UK,56.8
Surgeon,Retail,Decreasing,Low,78611.94,Master’s Degree,10,8397,1774,26.83,15.37,India,43.13
Systems developer,Retail,Increasing,Moderate,93946.88,PhD,16,2389,2317,75.54,65.35,Brazil,31.88
Media planner,Manufacturing,Increasing,Moderate,32024.72,Master’s Degree,5,8980,7989,92.87,9.95,Brazil,67.78
Purchasing manager,Entertainment,Increasing,High,105325.67,Bachelor’s Degree,17,8867,8200,70.32,11.79,USA,47.67
Mental health nurse,Manufacturing,Decreasing,Moderate,117882.73,Master’s Degree,17,1004,7012,93.26,24.77,Australia,71.26
Health and safety adviser,Transportation,Decreasing,Low,89491.43,Master’s Degree,12,3276,9141,25.33,77.51,UK,61.25
Animal technologist,Finance,Decreasing,High,115358.37,Bachelor’s Degree,12,9109,5880,74.54,83.59,Australia,40.37
Careers information officer,Entertainment,Increasing,High,46836.81,PhD,8,3462,5701,87.38,40.16,Brazil,78.04
Educational psychologist,Healthcare,Decreasing,Moderate,67179.54,Master’s Degree,3,7961,4959,41.76,97.21,USA,38.01
Advice worker,Entertainment,Increasing,Moderate,116761.96,Associate Degree,13,5827,7483,41.57,12.85,Canada,53.25
Dietitian,IT,Increasing,High,44453.55,PhD,6,6437,655,60.21,39.88,UK,37.41
Writer,Entertainment,Increasing,Moderate,143855.41,Master’s Degree,7,5941,2543,41.78,16.48,China,25.16
Holiday representative,Finance,Decreasing,Moderate,90048.21,High School,1,7289,3042,91.91,65.36,UK,37.86
Risk manager,IT,Increasing,Low,42580.82,Bachelor’s Degree,19,4314,7155,82.14,19.66,USA,77.44
Health promotion specialist,Education,Increasing,Low,116336.85,PhD,12,386,9190,84.34,26.92,USA,53.09
Senior tax professional/tax inspector,Entertainment,Increasing,Low,87473.58,Master’s Degree,8,766,6080,17.17,10.28,UK,42.4
"Surveyor, building",Retail,Decreasing,Moderate,51140.25,High School,18,1969,8692,0.72,26.7,China,61.01
Trading standards officer,IT,Decreasing,Low,54425.41,Associate Degree,19,6536,4781,4.0,33.9,India,40.26
Artist,Entertainment,Increasing,High,37822.42,Bachelor’s Degree,8,5140,1551,28.08,95.73,India,68.69
Hotel manager,IT,Increasing,Low,74716.51,Bachelor’s Degree,9,6665,9149,98.47,59.31,USA,76.44
Air cabin crew,Education,Decreasing,Moderate,68264.61,Bachelor’s Degree,15,8134,3555,14.29,46.94,UK,65.39
Banker,Retail,Decreasing,Low,109365.32,PhD,9,3521,4406,84.52,27.14,China,66.89
Logistics and distribution manager,Manufacturing,Increasing,High,113056.09,Bachelor’s Degree,6,2573,8725,35.37,53.26,China,40.05
"Engineer, mining",Transportation,Decreasing,Low,106291.22,Associate Degree,8,3617,8157,95.28,85.31,USA,68.0
Visual merchandiser,IT,Decreasing,Moderate,40598.54,Bachelor’s Degree,0,3643,2112,40.23,91.25,Brazil,26.4
Health promotion specialist,Healthcare,Increasing,Low,68439.26,High School,6,3567,1044,97.34,45.09,Germany,47.18
Stage manager,Finance,Decreasing,Low,125362.24,Bachelor’s Degree,0,3178,5549,99.69,90.65,India,56.78
Architectural technologist,Transportation,Decreasing,Moderate,129487.8,High School,2,1007,4619,60.68,14.02,India,64.32
Senior tax professional/tax inspector,Retail,Decreasing,Moderate,50668.18,Bachelor’s Degree,13,5129,2925,48.26,83.49,Brazil,20.36
Health service manager,IT,Decreasing,Low,98808.42,Master’s Degree,1,9312,9552,39.34,72.89,Canada,76.09
Phytotherapist,Finance,Increasing,Low,60998.73,Associate Degree,7,6158,8519,0.15,9.59,Australia,55.15
Dance movement psychotherapist,Finance,Increasing,Moderate,94950.89,Associate Degree,9,8384,6768,33.7,54.94,USA,57.8
"Psychologist, prison and probation services",Healthcare,Decreasing,Moderate,38481.1,High School,18,688,8370,18.45,85.22,Brazil,30.09
"Engineer, civil (contracting)",Transportation,Decreasing,Moderate,33114.6,PhD,13,2317,7198,25.6,60.18,Canada,23.64
Chartered legal executive (England and Wales),Retail,Increasing,Moderate,49732.8,High School,15,9435,2958,19.83,55.5,USA,20.56
Archivist,Entertainment,Decreasing,Low,127087.69,Bachelor’s Degree,1,180,8639,6.4,39.89,Brazil,51.04
Psychotherapist,IT,Decreasing,Moderate,36881.21,PhD,11,9917,9245,67.86,67.88,Germany,68.56
IT trainer,IT,Decreasing,Moderate,61544.71,High School,10,6146,5788,56.44,55.16,UK,68.94
Web designer,Transportation,Decreasing,Low,34805.63,Associate Degree,15,7749,974,74.72,62.78,Canada,66.21
"Programmer, systems",Transportation,Increasing,Moderate,149139.72,Associate Degree,5,2357,6777,16.32,11.26,USA,31.64
Advertising account executive,Retail,Decreasing,Moderate,143309.37,Bachelor’s Degree,9,1317,8207,71.1,88.91,China,47.32
Psychotherapist,Entertainment,Increasing,Low,61492.31,High School,11,1202,869,15.76,8.9,UK,57.27
Psychiatrist,Entertainment,Increasing,Moderate,111176.8,PhD,15,3291,4216,31.11,2.32,Canada,32.13
Firefighter,Entertainment,Increasing,High,38262.78,PhD,15,5855,1919,91.76,73.37,Brazil,31.38
Risk manager,Entertainment,Decreasing,Moderate,134718.78,High School,8,5022,7459,56.51,11.1,India,39.35
Cytogeneticist,Finance,Decreasing,High,105741.33,Bachelor’s Degree,14,4193,6242,44.21,24.92,Australia,39.46
"Engineer, agricultural",Finance,Decreasing,High,105366.26,Associate Degree,19,6352,1037,61.71,67.3,USA,47.93
Best boy,Manufacturing,Decreasing,Moderate,132364.53,Master’s Degree,6,5272,8142,64.87,95.38,Canada,46.33
Estate agent,Healthcare,Increasing,Moderate,128630.76,Bachelor’s Degree,19,4392,1444,31.74,92.18,Germany,72.45
Pensions consultant,IT,Increasing,Moderate,93049.4,Master’s Degree,1,7391,8707,59.43,30.29,Canada,51.67
Actuary,Manufacturing,Decreasing,High,45523.95,High School,11,4889,7523,52.44,40.41,Australia,60.88
Animal nutritionist,Retail,Decreasing,Low,111338.78,PhD,6,6438,7341,96.16,47.54,Brazil,40.42
Dispensing optician,Education,Increasing,High,63366.85,Master’s Degree,17,660,5751,28.33,60.79,India,58.81
Broadcast journalist,Education,Decreasing,High,85617.05,PhD,5,5051,9057,63.81,81.78,China,68.37
"Journalist, newspaper",Transportation,Increasing,Low,125883.15,High School,18,3796,1606,41.2,34.52,USA,31.53
Tourist information centre manager,Retail,Increasing,High,148844.67,High School,2,2465,7697,26.37,20.16,China,42.32
"Doctor, hospital",Retail,Increasing,High,75000.83,Associate Degree,11,6008,9890,97.49,29.51,India,21.51
Building surveyor,IT,Increasing,Low,126005.63,Bachelor’s Degree,18,306,699,78.37,84.04,UK,73.28
"Journalist, magazine",Healthcare,Increasing,Low,122406.42,PhD,3,8827,4475,78.43,93.31,Brazil,52.74
Investment analyst,Retail,Increasing,Moderate,68234.61,Associate Degree,10,8931,2776,94.62,80.37,India,37.21
Public affairs consultant,Education,Decreasing,Low,89029.95,Associate Degree,20,8590,7981,47.32,13.83,China,40.01
Mudlogger,Retail,Increasing,Moderate,72831.4,High School,8,8290,6269,6.55,59.42,India,44.52
Broadcast presenter,Transportation,Increasing,High,67911.58,Master’s Degree,0,6792,1205,17.94,24.3,India,31.62
"Geologist, engineering",IT,Decreasing,High,118229.72,PhD,6,3152,8396,84.5,89.65,Brazil,56.96
Occupational hygienist,Healthcare,Increasing,Moderate,31780.79,Master’s Degree,2,5862,4329,71.95,71.09,Australia,37.23
Haematologist,Education,Decreasing,Moderate,137564.74,Associate Degree,16,4064,2318,43.79,17.25,Australia,63.01
Chief Strategy Officer,Retail,Decreasing,High,62779.27,Associate Degree,10,9712,1864,54.91,31.71,India,32.93
Printmaker,Healthcare,Decreasing,Moderate,89421.48,Master’s Degree,2,8313,9660,91.43,90.93,UK,53.47
Horticultural therapist,Manufacturing,Increasing,Low,107856.7,PhD,8,8970,9152,34.23,86.65,Brazil,44.32
"Conservation officer, nature",IT,Increasing,High,111510.3,Bachelor’s Degree,20,5130,9885,42.37,12.77,USA,65.56
Clinical molecular geneticist,IT,Increasing,Low,132739.36,Bachelor’s Degree,7,1648,9268,74.93,92.07,India,56.53
Technical brewer,Education,Decreasing,Moderate,129113.43,High School,17,9756,933,70.11,40.65,Germany,43.55
"Solicitor, Scotland",Education,Decreasing,High,53458.87,Associate Degree,19,4665,8317,88.04,63.58,USA,51.97
Production engineer,IT,Decreasing,Low,44474.54,Associate Degree,12,7352,8039,26.23,53.14,USA,70.69
"Buyer, industrial",Manufacturing,Decreasing,High,96817.5,Bachelor’s Degree,11,1092,2688,30.22,16.72,USA,21.75
"Journalist, magazine",Healthcare,Decreasing,Low,53293.17,High School,5,9182,4211,44.57,74.0,India,77.09
Web designer,Education,Increasing,Low,107619.12,Associate Degree,6,6575,7330,18.84,88.99,Canada,38.55
International aid/development worker,Manufacturing,Decreasing,Moderate,41112.32,Master’s Degree,12,1360,9397,46.66,58.93,India,27.6
Chartered loss adjuster,IT,Decreasing,Moderate,112595.56,High School,12,4267,7258,79.59,1.44,China,49.54
Clinical molecular geneticist,Retail,Decreasing,Low,87916.63,PhD,7,1480,1057,12.8,83.24,China,70.0
Holiday representative,Manufacturing,Increasing,Low,113654.7,Associate Degree,0,4109,9897,2.47,78.08,China,34.77
Psychotherapist,IT,Decreasing,Low,78951.88,High School,8,5028,860,79.26,44.66,Canada,61.16
Volunteer coordinator,Education,Decreasing,High,44146.88,Associate Degree,17,3516,6661,31.34,76.76,Germany,52.03
Planning and development surveyor,Education,Decreasing,Moderate,128479.55,Master’s Degree,8,2631,4487,10.17,89.7,India,53.2
"Radiographer, diagnostic",Finance,Decreasing,Moderate,88369.0,Associate Degree,6,3554,6310,89.14,9.33,UK,55.71
"Administrator, charities/voluntary organisations",Healthcare,Increasing,High,91853.77,High School,0,6150,3552,66.18,26.51,Australia,68.45
Trade union research officer,IT,Decreasing,Low,35717.45,Master’s Degree,16,426,2492,95.82,82.82,Germany,38.84
Animal nutritionist,IT,Decreasing,Low,72481.91,High School,20,7967,484,90.23,85.7,Brazil,24.18
Academic librarian,Transportation,Increasing,Moderate,143550.11,Bachelor’s Degree,20,6365,3365,57.92,24.43,Canada,67.32
"Lecturer, higher education",Transportation,Decreasing,Moderate,137265.34,PhD,16,5412,9007,72.51,77.1,USA,50.65
Interior and spatial designer,Finance,Decreasing,Low,38924.52,Bachelor’s Degree,19,1672,6199,7.3,59.4,UK,40.83
Magazine features editor,Healthcare,Decreasing,Moderate,146585.04,Master’s Degree,14,2977,8490,45.86,74.36,USA,67.75
"Sales professional, IT",Healthcare,Decreasing,High,69894.86,PhD,17,6540,7052,7.46,37.43,Canada,63.63
Food technologist,Transportation,Decreasing,Moderate,130260.25,High School,0,3773,114,93.64,37.31,Germany,56.59
Building control surveyor,Entertainment,Decreasing,Moderate,66369.26,High School,14,9917,7999,41.54,6.95,USA,64.6
"Engineer, water",Healthcare,Decreasing,Moderate,90878.69,Bachelor’s Degree,4,6776,6692,89.62,58.65,China,21.91
Brewing technologist,Finance,Decreasing,Low,114189.59,Bachelor’s Degree,12,2478,6462,17.93,11.42,China,66.3
Immunologist,Healthcare,Increasing,Moderate,138029.54,PhD,15,1392,5891,21.34,33.62,Brazil,27.68
"Lecturer, higher education",Finance,Increasing,Low,139808.84,Associate Degree,3,1208,8548,63.91,85.22,Brazil,49.59
Systems developer,Education,Decreasing,High,77196.16,Master’s Degree,15,5084,8461,77.8,42.9,Brazil,54.87
"Teacher, special educational needs",Manufacturing,Increasing,Low,48689.07,High School,17,2113,8564,33.22,73.02,Canada,27.37
"Programme researcher, broadcasting/film/video",Retail,Increasing,High,139639.68,Associate Degree,1,6842,5043,50.71,29.98,Germany,54.49
Land,Entertainment,Decreasing,High,126813.79,Associate Degree,10,8609,7559,86.22,54.06,Brazil,42.36
Youth worker,Manufacturing,Increasing,Moderate,73406.26,Bachelor’s Degree,7,1101,4115,3.29,43.42,Brazil,78.67
Engineering geologist,Healthcare,Decreasing,Low,121235.94,PhD,12,6141,2303,5.41,92.66,Brazil,32.45
Race relations officer,Healthcare,Decreasing,Low,102020.98,Bachelor’s Degree,5,5944,9047,74.73,85.86,UK,23.19
Camera operator,Manufacturing,Increasing,Moderate,117863.84,Associate Degree,17,2703,4980,87.92,56.36,China,41.2
Environmental consultant,Manufacturing,Decreasing,Low,149160.49,High School,1,3219,7121,30.81,6.22,Canada,25.57
Sports therapist,Healthcare,Increasing,High,32231.24,PhD,14,4856,5648,14.41,81.75,Australia,77.23
"Therapist, occupational",Retail,Increasing,Low,122236.46,PhD,6,8020,2397,50.27,36.48,Canada,36.65
Telecommunications researcher,Entertainment,Increasing,Low,51912.12,High School,16,4151,351,0.04,39.58,China,40.39
"Psychologist, educational",Healthcare,Increasing,Moderate,95505.62,High School,6,2336,5921,16.91,32.14,Canada,27.46
Hydrologist,Transportation,Decreasing,High,87558.26,Bachelor’s Degree,13,4480,984,16.88,0.19,Canada,27.57
Economist,IT,Increasing,Moderate,123895.81,PhD,14,3833,5983,98.58,45.98,Brazil,26.53
Oncologist,IT,Decreasing,High,98252.07,Associate Degree,20,217,4080,88.04,80.47,Germany,75.66
Careers adviser,Manufacturing,Increasing,Moderate,95953.63,High School,5,3010,9721,13.11,4.61,USA,54.95
Television camera operator,Entertainment,Decreasing,Low,63569.74,Bachelor’s Degree,0,5934,8647,96.68,79.28,India,41.42
Speech and language therapist,Education,Decreasing,Moderate,92591.41,High School,18,7230,3127,22.52,39.59,Australia,60.52
Early years teacher,IT,Decreasing,High,84343.61,Associate Degree,11,9977,5484,69.49,79.49,USA,77.56
Metallurgist,Finance,Increasing,Moderate,82399.51,Bachelor’s Degree,15,5611,8662,24.08,67.71,Canada,50.55
Horticultural therapist,Education,Increasing,Low,135589.45,High School,17,5563,3404,14.94,61.24,UK,30.49
Marketing executive,Manufacturing,Decreasing,Moderate,43428.78,PhD,11,9680,1949,82.36,23.84,Australia,62.09
Field seismologist,Manufacturing,Decreasing,Low,74207.08,PhD,12,7830,711,17.5,45.08,Canada,63.13
Financial controller,Manufacturing,Decreasing,Moderate,118614.39,Master’s Degree,19,7464,6869,28.4,54.29,India,74.6
Acupuncturist,Finance,Increasing,High,140961.75,Bachelor’s Degree,9,969,5119,80.94,52.82,Canada,33.74
Risk manager,Transportation,Increasing,High,103195.77,High School,20,2216,950,21.22,84.22,Germany,78.61
English as a second language teacher,Finance,Increasing,High,91454.81,High School,16,2254,7608,22.48,73.0,Brazil,57.65
Make,Finance,Increasing,High,82958.76,PhD,19,4766,2207,32.54,76.18,USA,76.1
Garment/textile technologist,Entertainment,Decreasing,Moderate,45977.15,Bachelor’s Degree,17,1929,9802,47.14,90.03,Germany,22.41
Sports coach,Entertainment,Increasing,Moderate,81574.85,Master’s Degree,3,3121,5425,99.85,14.44,Australia,67.67
"Programmer, applications",Manufacturing,Decreasing,Moderate,104021.98,Bachelor’s Degree,1,584,3651,67.43,59.33,India,49.79
Biomedical scientist,Finance,Increasing,Low,33780.74,Master’s Degree,19,1143,5531,6.31,13.16,Australia,58.26
"Production designer, theatre/television/film",Transportation,Decreasing,High,127241.55,Bachelor’s Degree,17,6671,4766,93.14,32.13,UK,53.57
"Accountant, chartered public finance",Manufacturing,Increasing,High,88484.85,Master’s Degree,2,1070,7631,84.46,18.04,UK,27.14
"Sales professional, IT",Education,Increasing,High,149237.69,PhD,2,4853,6626,2.6,23.77,Germany,76.25
Community education officer,Healthcare,Increasing,Moderate,50588.99,Master’s Degree,15,899,6962,42.49,38.9,USA,30.14
Adult guidance worker,Retail,Increasing,Moderate,75859.98,Associate Degree,18,4099,2177,98.48,15.77,Germany,60.73
Sports administrator,IT,Increasing,High,74023.86,Associate Degree,6,9986,9921,4.47,87.2,Canada,50.85
Public house manager,Manufacturing,Decreasing,High,44753.9,High School,7,6266,3909,85.13,51.33,Canada,35.51
Lawyer,Healthcare,Increasing,Moderate,81106.08,High School,9,624,7530,28.05,14.36,India,64.28
Charity officer,Healthcare,Decreasing,Moderate,56721.58,High School,1,5469,6258,51.15,89.62,Germany,23.51
Police officer,Transportation,Increasing,High,147919.0,High School,15,5518,9301,89.34,36.28,Australia,42.19
"Teacher, music",Education,Increasing,Moderate,134121.15,Master’s Degree,8,7682,6136,23.39,10.16,UK,29.41
Television production assistant,Manufacturing,Increasing,High,59653.67,PhD,16,7835,718,65.44,17.04,UK,49.75
"Administrator, charities/voluntary organisations",Manufacturing,Increasing,High,107033.45,Associate Degree,16,4686,5404,62.2,67.9,Canada,76.7
Armed forces training and education officer,Manufacturing,Increasing,High,95186.63,Master’s Degree,4,9071,3785,79.17,2.36,Canada,24.58
"Therapist, art",Education,Increasing,High,35070.18,Associate Degree,17,930,5620,10.65,64.11,India,42.44
"Designer, television/film set",Education,Increasing,Low,105126.03,Bachelor’s Degree,18,537,3927,85.51,63.16,Canada,51.15
"Journalist, broadcasting",Transportation,Decreasing,Moderate,93733.25,High School,20,9129,6002,84.84,24.47,Germany,27.6
Nutritional therapist,Retail,Increasing,High,121342.63,Bachelor’s Degree,18,699,5337,47.68,2.55,Germany,47.64
Corporate treasurer,Transportation,Increasing,High,95733.67,Associate Degree,4,4351,3734,54.35,78.79,Germany,37.53
Ship broker,Healthcare,Decreasing,Moderate,117391.14,Bachelor’s Degree,8,1813,437,10.37,67.03,Germany,57.31
Veterinary surgeon,Healthcare,Increasing,Low,54909.54,Associate Degree,4,9186,2876,18.18,66.27,Australia,52.47
Dentist,IT,Increasing,High,82123.25,PhD,7,2847,7887,22.07,47.54,Canada,35.21
Radio producer,Manufacturing,Decreasing,Moderate,63333.9,PhD,2,958,8773,69.9,0.07,UK,27.61
Chartered certified accountant,Transportation,Decreasing,Low,53050.44,High School,0,1421,3988,93.46,55.23,USA,33.05
Commissioning editor,Education,Decreasing,High,141878.73,Associate Degree,15,3736,6095,44.51,48.34,India,36.71
Architectural technologist,Finance,Increasing,High,96533.07,Master’s Degree,14,3271,3269,63.89,92.65,India,64.48
Industrial/product designer,IT,Decreasing,Moderate,36045.84,Associate Degree,13,9262,2586,83.15,23.92,China,67.66
"Programmer, systems",Healthcare,Decreasing,Moderate,120694.49,Associate Degree,9,2155,1008,64.46,23.28,UK,57.26
Chief of Staff,Entertainment,Decreasing,Moderate,49621.65,PhD,10,651,4404,16.85,73.27,Brazil,46.7
"Scientist, research (physical sciences)",IT,Decreasing,High,50184.81,High School,3,8814,5424,92.75,61.59,India,72.92
Geophysical data processor,Finance,Increasing,High,85129.16,Associate Degree,20,4346,7203,48.02,97.52,Australia,64.82
Retail merchandiser,Healthcare,Increasing,Low,71647.33,Master’s Degree,14,111,5961,45.01,55.44,India,62.54
"Investment banker, operational",Healthcare,Decreasing,High,120443.42,Bachelor’s Degree,3,9048,8979,80.91,70.82,USA,42.21
"Geologist, engineering",Entertainment,Increasing,Moderate,48691.5,PhD,7,3084,8030,32.53,77.01,Germany,65.8
Meteorologist,Transportation,Increasing,Moderate,146544.14,Bachelor’s Degree,12,5535,4555,47.42,93.9,Brazil,59.85
Solicitor,Finance,Decreasing,High,62945.72,Bachelor’s Degree,7,3968,1682,59.35,32.65,Australia,79.54
Government social research officer,IT,Decreasing,Moderate,85824.09,High School,18,8732,6848,69.09,28.47,Australia,35.37
Investment analyst,Retail,Decreasing,High,118096.58,Master’s Degree,3,2424,9072,43.52,10.51,China,22.54
Archivist,Retail,Decreasing,Low,56880.14,Associate Degree,12,1914,5857,80.37,32.04,Germany,31.18
"Psychologist, forensic",Transportation,Increasing,High,35739.17,High School,18,7199,3323,82.06,72.24,Germany,65.84
Interpreter,Transportation,Decreasing,Moderate,45733.06,Associate Degree,18,239,4293,78.81,7.27,Germany,53.66
Sports development officer,Manufacturing,Increasing,High,38555.93,Bachelor’s Degree,19,9754,633,29.33,70.32,USA,24.24
Management consultant,Entertainment,Decreasing,High,121573.35,Associate Degree,18,5689,6204,21.84,61.5,Australia,44.88
Ship broker,Entertainment,Increasing,High,48390.19,High School,15,9068,8867,87.69,91.41,India,62.5
Chemical engineer,Finance,Increasing,Low,126948.71,Master’s Degree,15,1080,9110,84.81,44.26,Germany,32.68
Public relations officer,Manufacturing,Decreasing,Low,48375.02,Associate Degree,14,1304,4295,93.33,95.36,Australia,55.43
Government social research officer,Education,Decreasing,Low,93484.45,Associate Degree,11,4078,298,62.85,94.03,UK,47.82
Firefighter,Retail,Increasing,Moderate,68908.7,Associate Degree,2,3512,4663,54.34,54.15,UK,30.9
"Engineer, electrical",Healthcare,Increasing,High,131513.59,Associate Degree,3,6685,3592,75.7,45.42,China,40.81
"Sound technician, broadcasting/film/video",Manufacturing,Increasing,High,78147.16,Bachelor’s Degree,17,9947,6360,65.95,72.5,Canada,51.39
"Merchandiser, retail",Education,Increasing,Moderate,97769.79,PhD,8,2590,4841,4.78,89.86,India,44.45
Museum/gallery conservator,Entertainment,Increasing,Low,71621.97,PhD,1,1366,4662,71.23,81.16,Australia,52.96
Actuary,Transportation,Decreasing,High,134836.62,Master’s Degree,15,7431,7985,22.27,79.27,Australia,58.99
Psychotherapist,Manufacturing,Increasing,Low,140727.79,Associate Degree,8,4288,2450,92.57,39.77,Australia,74.13
Neurosurgeon,Entertainment,Decreasing,High,99309.89,High School,5,8560,4485,91.09,90.12,Australia,76.07
"Engineer, maintenance",Healthcare,Decreasing,High,78768.04,Associate Degree,5,8329,7474,74.8,66.62,Germany,21.0
Chemical engineer,Transportation,Increasing,High,60450.36,Bachelor’s Degree,8,7392,5330,16.04,23.51,Germany,29.48
Intelligence analyst,IT,Increasing,Moderate,55049.47,Bachelor’s Degree,8,9442,3385,22.37,88.22,Brazil,27.46
Prison officer,Healthcare,Increasing,Low,74634.11,PhD,17,5175,6323,64.81,11.44,Canada,70.05
Astronomer,IT,Increasing,Low,116561.36,Master’s Degree,20,7836,6467,96.3,1.45,Australia,30.34
"Administrator, sports",Finance,Decreasing,Low,68418.87,High School,0,5477,3153,57.35,55.22,Germany,68.45
"Journalist, magazine",Education,Decreasing,Low,145608.18,Associate Degree,13,1384,6993,57.57,34.96,Brazil,71.09
"Pharmacist, community",Healthcare,Increasing,High,145618.92,PhD,13,5531,9566,6.25,20.48,China,60.93
Arts administrator,Transportation,Increasing,High,47009.68,Master’s Degree,15,2047,9590,18.89,24.36,Australia,30.56
Barrister's clerk,Retail,Decreasing,Moderate,73371.89,Master’s Degree,16,5484,8995,48.54,3.8,Canada,55.35
Industrial buyer,Finance,Decreasing,Low,36441.32,Associate Degree,19,4979,2800,86.8,31.85,India,57.53
Set designer,Retail,Decreasing,Moderate,143412.47,Bachelor’s Degree,19,4919,7413,99.73,59.85,Germany,27.25
"Production assistant, radio",IT,Increasing,High,40418.7,Master’s Degree,11,9101,251,69.17,63.65,UK,40.81
Dealer,Manufacturing,Decreasing,High,100287.41,PhD,14,8218,8529,78.01,20.42,USA,55.24
Holiday representative,Education,Increasing,High,135543.3,Associate Degree,7,2015,6147,95.97,98.1,USA,69.44
Location manager,Finance,Decreasing,Low,143923.32,High School,2,1129,3140,28.04,79.82,Germany,47.85
"Administrator, arts",Manufacturing,Decreasing,High,131800.11,Bachelor’s Degree,2,1540,1401,37.17,50.38,USA,32.53
Insurance account manager,Healthcare,Decreasing,High,35380.23,High School,11,2742,6124,41.6,23.47,UK,46.16
Multimedia specialist,Retail,Increasing,Moderate,106324.95,Bachelor’s Degree,14,9790,5857,91.76,75.38,USA,31.86
Editorial assistant,Finance,Decreasing,High,126984.85,PhD,20,3935,529,82.55,27.93,Brazil,34.41
"Surveyor, commercial/residential",Entertainment,Decreasing,High,104900.51,Master’s Degree,7,5602,1934,16.0,48.88,India,54.89
Physiological scientist,Manufacturing,Increasing,Low,85739.4,PhD,8,8980,2903,80.84,57.27,Australia,78.59
Occupational hygienist,Transportation,Decreasing,Low,145729.22,Master’s Degree,4,9758,2920,82.71,81.45,India,68.56
Clinical embryologist,Healthcare,Decreasing,Moderate,43675.47,Master’s Degree,16,8890,5827,27.39,60.29,USA,27.56
Purchasing manager,Manufacturing,Increasing,Moderate,128195.52,High School,2,3712,6769,51.71,95.78,Australia,62.1
Music therapist,Education,Increasing,Moderate,35752.27,Bachelor’s Degree,14,8733,3170,57.61,3.87,Brazil,51.86
Paediatric nurse,Retail,Decreasing,High,67137.69,PhD,15,3613,8258,3.43,74.68,Canada,24.15
Investment analyst,Finance,Decreasing,Moderate,57968.11,Bachelor’s Degree,2,1372,5483,81.25,49.62,Germany,27.34
"Designer, television/film set",Finance,Decreasing,Moderate,130725.83,Associate Degree,2,8856,3453,49.11,69.01,Brazil,54.41
Agricultural consultant,Finance,Increasing,Moderate,110982.6,Associate Degree,4,1933,3854,57.25,69.88,Australia,23.93
"Scientist, water quality",Healthcare,Increasing,Low,123185.19,Bachelor’s Degree,18,4004,6654,33.94,44.6,Germany,78.03
General practice doctor,Finance,Decreasing,Moderate,105846.97,Master’s Degree,13,1496,7413,55.94,88.94,Canada,61.77
Chief Technology Officer,Healthcare,Increasing,Low,75260.61,Associate Degree,13,3217,8253,69.12,76.65,India,37.89
Database administrator,Entertainment,Decreasing,High,98378.42,PhD,15,2076,7500,66.28,36.16,Australia,36.71
International aid/development worker,Healthcare,Increasing,Low,73100.27,High School,12,6772,4698,90.0,53.85,Brazil,26.18
Immunologist,Manufacturing,Increasing,Moderate,109814.8,Bachelor’s Degree,10,9231,9038,83.24,32.12,Canada,27.98
Commissioning editor,IT,Decreasing,Low,140381.98,High School,6,7105,3725,72.67,6.98,Brazil,36.01
Statistician,Entertainment,Decreasing,Low,56248.54,Master’s Degree,5,1551,7420,74.08,90.78,Germany,33.87
Best boy,Entertainment,Increasing,Moderate,106285.01,PhD,5,766,1231,89.33,30.95,Germany,45.15
Restaurant manager,Healthcare,Increasing,Moderate,40274.91,Associate Degree,7,8753,5066,65.6,91.42,China,61.32
Health promotion specialist,Manufacturing,Increasing,Low,101540.27,High School,5,6994,2600,9.95,12.91,Canada,30.88
Sales executive,Healthcare,Increasing,Moderate,73826.81,PhD,18,8590,7548,97.45,89.27,China,36.97
Commissioning editor,Education,Decreasing,Moderate,114279.13,High School,13,4521,5501,7.46,6.29,China,40.33
Advertising copywriter,Finance,Decreasing,Low,149970.9,Master’s Degree,4,2482,6793,28.23,20.34,UK,75.7
Exhibition designer,Manufacturing,Decreasing,Low,138583.55,Bachelor’s Degree,3,5706,6841,15.43,59.54,UK,76.42
Market researcher,IT,Decreasing,Moderate,70268.55,Associate Degree,15,7130,5882,33.58,9.57,China,33.82
Freight forwarder,Education,Increasing,High,94822.52,Master’s Degree,2,2147,6819,9.79,56.72,Canada,22.37
Fashion designer,Transportation,Decreasing,Moderate,125654.97,Bachelor’s Degree,17,4430,5973,45.55,52.27,Canada,60.5
Tax inspector,Manufacturing,Increasing,Low,90838.59,Master’s Degree,8,3060,2803,5.72,75.53,UK,51.45
Exercise physiologist,Retail,Decreasing,High,108626.19,PhD,0,4560,9434,66.96,55.46,India,28.09
Analytical chemist,Entertainment,Decreasing,Low,93066.76,High School,19,4242,1290,71.69,21.88,Germany,48.07
Fashion designer,Manufacturing,Increasing,Moderate,56900.23,PhD,14,5049,7535,9.28,76.56,USA,75.14
Primary school teacher,IT,Increasing,Low,149530.8,Master’s Degree,15,2756,2576,31.3,96.84,Brazil,45.61
Sports administrator,Finance,Decreasing,Low,84971.64,PhD,19,8311,7900,76.37,88.83,Australia,42.83
Special educational needs teacher,Healthcare,Decreasing,High,92812.26,Bachelor’s Degree,3,9711,6673,82.4,83.96,Germany,50.08
Jewellery designer,Entertainment,Increasing,Moderate,136257.08,Master’s Degree,10,9431,5602,82.08,85.24,Germany,36.39
Multimedia specialist,IT,Decreasing,Moderate,71256.32,Bachelor’s Degree,12,9002,3063,32.46,80.9,USA,35.6
IT sales professional,Transportation,Increasing,Moderate,85174.17,Associate Degree,17,4108,1672,84.63,46.43,Germany,46.37
International aid/development worker,Retail,Decreasing,Low,123070.9,Bachelor’s Degree,13,266,8527,49.86,2.23,India,48.56
Network engineer,Transportation,Decreasing,Low,138012.79,High School,18,7553,2986,44.96,77.32,China,27.3
Pensions consultant,Healthcare,Increasing,High,111226.12,Bachelor’s Degree,18,665,293,59.85,81.01,Brazil,36.44
Occupational therapist,Retail,Increasing,Moderate,64910.06,Bachelor’s Degree,2,5867,4908,27.78,2.42,Canada,40.96
Horticultural consultant,Transportation,Decreasing,High,116275.79,High School,8,7156,3714,66.92,79.1,USA,54.6
"Engineer, drilling",Manufacturing,Increasing,Moderate,122087.4,Bachelor’s Degree,6,7811,2065,19.25,14.42,Australia,44.81
"Scientist, clinical (histocompatibility and immunogenetics)",Finance,Increasing,Moderate,64269.87,PhD,3,5479,6951,8.34,50.95,Germany,76.66
Barista,Manufacturing,Increasing,Low,108591.05,Associate Degree,20,8385,3876,47.41,84.08,Brazil,68.71
Tree surgeon,Finance,Increasing,Low,121565.68,High School,5,6299,196,69.99,31.99,Canada,23.75
Probation officer,Retail,Decreasing,Low,70148.67,Master’s Degree,11,8346,4205,49.31,97.18,Australia,57.38
Soil scientist,Healthcare,Increasing,High,100098.05,Associate Degree,2,5732,9383,84.68,76.32,Germany,57.25
"Scientist, research (maths)",Manufacturing,Decreasing,High,145311.3,Bachelor’s Degree,0,9848,8897,24.2,42.06,Brazil,49.87
Copy,Transportation,Increasing,Moderate,93829.92,PhD,13,631,6096,73.95,47.99,China,35.98
Training and development officer,Entertainment,Increasing,Moderate,59994.5,High School,2,5998,1903,51.28,66.76,Canada,35.1
Information officer,IT,Increasing,High,66906.08,Bachelor’s Degree,0,9788,2773,7.44,69.57,Brazil,29.47
Rural practice surveyor,IT,Increasing,Low,64677.85,Associate Degree,20,2092,4390,82.38,27.89,India,39.11
Ophthalmologist,Finance,Increasing,Low,50413.12,PhD,10,3410,3948,90.81,93.61,Brazil,67.14
Museum/gallery conservator,Manufacturing,Increasing,High,140688.18,Associate Degree,7,3448,8050,45.76,23.27,India,52.17
TEFL teacher,Entertainment,Decreasing,High,76243.86,Associate Degree,19,6795,9135,20.28,77.53,Canada,65.82
"Teacher, English as a foreign language",Manufacturing,Decreasing,High,109848.66,PhD,5,4900,8033,14.62,84.97,China,24.58
"Surveyor, building",Transportation,Increasing,Moderate,32971.37,Associate Degree,7,3886,422,94.46,28.21,India,49.8
Product manager,IT,Decreasing,Moderate,86697.5,Associate Degree,16,4539,1987,1.59,80.42,Germany,33.38
Database administrator,IT,Decreasing,High,142578.86,Bachelor’s Degree,14,3364,5109,44.4,74.99,Germany,36.15
Translator,Education,Decreasing,Moderate,115191.77,PhD,12,7586,868,34.39,21.26,Australia,79.47
Commercial art gallery manager,Retail,Increasing,Moderate,90274.59,PhD,9,1219,7778,1.47,81.36,USA,54.51
"Restaurant manager, fast food",Manufacturing,Increasing,High,36844.55,Associate Degree,2,4596,6050,21.99,70.69,Germany,24.16
Pension scheme manager,Manufacturing,Increasing,Low,49041.23,Master’s Degree,12,7232,1643,70.73,3.75,India,61.56
Heritage manager,Healthcare,Decreasing,High,52612.05,Associate Degree,18,2335,2969,34.24,61.26,Brazil,30.54
Illustrator,Transportation,Increasing,Moderate,39168.54,Bachelor’s Degree,7,9696,2840,4.13,5.89,India,39.86
Agricultural engineer,Entertainment,Increasing,Moderate,62305.53,High School,9,1233,3330,32.58,46.64,Brazil,28.69
"Lighting technician, broadcasting/film/video",Finance,Decreasing,Low,59332.84,Master’s Degree,15,1696,6166,93.82,72.55,Brazil,57.14
"Doctor, general practice",Retail,Decreasing,Low,111420.63,Associate Degree,11,8449,6531,73.24,12.99,USA,45.6
Chartered loss adjuster,Entertainment,Increasing,High,57422.38,High School,10,4531,9869,83.74,60.56,Brazil,55.67
Rural practice surveyor,Entertainment,Increasing,Moderate,49454.35,High School,6,4162,4767,21.76,90.93,China,36.63
"Clinical scientist, histocompatibility and immunogenetics",Healthcare,Increasing,Low,96053.05,High School,18,8001,3734,22.7,76.19,Germany,40.6
Educational psychologist,Retail,Increasing,Moderate,76799.56,Associate Degree,11,1126,9954,49.19,86.4,Australia,76.03
Operational researcher,Education,Increasing,High,82563.16,PhD,1,2804,1755,3.59,4.31,USA,32.92
Exercise physiologist,Entertainment,Increasing,High,67732.33,Associate Degree,1,660,5104,80.28,83.72,Brazil,36.28
Private music teacher,Retail,Increasing,Moderate,127550.72,High School,11,6684,8911,99.96,4.16,India,48.46
"Designer, furniture",Entertainment,Increasing,High,75354.54,High School,11,7589,1584,74.79,47.83,Germany,54.82
"Production assistant, radio",Manufacturing,Increasing,High,132688.64,Bachelor’s Degree,1,8468,1075,18.63,30.72,UK,53.4
Product manager,IT,Decreasing,Low,130143.32,Bachelor’s Degree,7,2104,4772,40.72,76.49,China,48.29
"Scientist, clinical (histocompatibility and immunogenetics)",Entertainment,Decreasing,Moderate,92997.48,High School,4,8500,5146,34.94,87.06,Canada,21.73
Translator,Finance,Decreasing,Moderate,83637.07,Master’s Degree,14,4045,762,39.62,71.2,Brazil,71.07
Financial trader,Entertainment,Decreasing,Moderate,51778.32,PhD,0,256,1533,78.6,14.95,Australia,72.37
Risk analyst,Transportation,Increasing,Low,107655.9,Master’s Degree,17,8928,9117,55.71,74.72,USA,49.09
"Producer, television/film/video",Retail,Decreasing,Low,45135.12,PhD,20,298,4026,50.88,18.88,Canada,78.75
Information officer,Healthcare,Decreasing,High,78241.47,Bachelor’s Degree,20,1860,9462,27.56,87.33,India,55.52
Multimedia specialist,Retail,Decreasing,High,113162.02,Master’s Degree,5,7585,2469,4.12,55.77,China,78.37
Audiological scientist,Retail,Increasing,High,120163.91,Associate Degree,7,2625,9598,86.83,12.96,UK,36.91
Materials engineer,Transportation,Decreasing,Moderate,108115.15,Bachelor’s Degree,11,137,294,78.13,37.07,China,49.4
Petroleum engineer,Finance,Decreasing,Moderate,98506.49,Master’s Degree,4,9575,9609,49.1,56.79,India,78.28
"Designer, jewellery",Healthcare,Increasing,Low,76858.12,High School,1,8410,367,92.1,13.91,Brazil,62.08
Education administrator,Retail,Increasing,High,82976.16,Associate Degree,7,9305,5389,97.15,70.13,UK,79.06
"Engineer, automotive",Education,Decreasing,High,89628.78,Associate Degree,4,4512,6994,96.96,89.38,India,30.37
Public relations officer,Transportation,Decreasing,Low,39378.77,PhD,10,132,9052,55.63,9.85,India,52.76
Chiropractor,Education,Decreasing,High,144838.44,High School,2,1741,1015,77.07,88.48,Germany,52.64
Industrial/product designer,Manufacturing,Decreasing,High,140706.51,Bachelor’s Degree,5,3806,6845,4.82,36.55,Brazil,47.06
Herpetologist,IT,Decreasing,Low,119048.7,Master’s Degree,14,4279,6081,56.98,89.54,China,25.57
Photographer,Entertainment,Increasing,High,141935.81,High School,8,7122,682,85.17,42.96,UK,73.73
"Conservator, museum/gallery",Finance,Decreasing,Moderate,61098.41,Associate Degree,5,3369,7243,56.76,36.5,UK,55.01
"Development worker, community",IT,Increasing,High,44117.79,Associate Degree,10,3112,5397,64.22,69.5,China,37.58
Secretary/administrator,Entertainment,Increasing,Low,41831.56,PhD,5,4320,5612,12.12,18.61,Canada,48.85
"Engineer, structural",Retail,Increasing,Low,129791.56,PhD,6,2043,4119,99.73,58.42,Canada,63.0
Actuary,Entertainment,Increasing,Low,70940.58,High School,0,8146,4913,50.56,79.31,Australia,74.81
Human resources officer,Healthcare,Increasing,High,71695.53,Associate Degree,18,4377,7866,24.46,55.8,Canada,44.45
"Merchandiser, retail",Finance,Increasing,High,115473.08,High School,20,1732,4991,31.35,79.98,Brazil,28.4
Consulting civil engineer,Education,Decreasing,High,107402.16,Bachelor’s Degree,18,1316,3579,86.55,29.56,China,27.21
Architect,Manufacturing,Decreasing,Low,109194.76,High School,6,7595,7299,86.9,65.35,India,72.92
"Engineer, electrical",Finance,Decreasing,Low,69879.71,Bachelor’s Degree,5,6561,3959,83.77,48.54,India,40.92
"Engineer, chemical",Manufacturing,Decreasing,Moderate,141991.63,Bachelor’s Degree,5,7386,906,10.28,33.6,Brazil,68.72
Adult guidance worker,Transportation,Increasing,Moderate,67966.2,Associate Degree,15,7245,7913,36.17,60.44,UK,48.88
Merchant navy officer,IT,Decreasing,Moderate,54440.3,Bachelor’s Degree,9,6574,2487,12.72,89.58,USA,64.48
Web designer,IT,Decreasing,Low,52401.42,High School,10,7925,6136,80.41,7.61,Canada,64.69
Sports coach,Healthcare,Decreasing,Low,103499.46,High School,13,815,3774,32.19,18.78,USA,32.92
Office manager,Healthcare,Increasing,High,121994.76,Master’s Degree,18,7236,2587,31.47,0.31,UK,22.4
Biomedical engineer,IT,Decreasing,Moderate,67467.09,PhD,10,5042,7165,56.38,8.81,UK,53.61
Retail merchandiser,Education,Decreasing,High,75122.29,Associate Degree,18,194,4238,14.7,17.48,Brazil,41.17
Data processing manager,IT,Increasing,High,122927.58,Associate Degree,14,321,3637,65.75,10.35,Germany,77.27
Ambulance person,Finance,Increasing,Moderate,65914.75,Bachelor’s Degree,14,9095,8428,91.85,91.41,Brazil,39.61
Education administrator,Manufacturing,Increasing,Low,144801.35,Associate Degree,14,9958,2217,62.4,30.88,UK,35.38
Sports administrator,Manufacturing,Decreasing,Low,55428.45,Associate Degree,14,9518,3035,72.66,79.94,UK,79.24
Field seismologist,Entertainment,Increasing,High,99952.72,Master’s Degree,1,1825,8678,25.44,73.12,UK,26.11
Licensed conveyancer,Transportation,Decreasing,Moderate,119797.24,PhD,6,4340,3033,60.0,7.86,Germany,76.19
Barrister,Healthcare,Decreasing,Moderate,51312.55,Master’s Degree,20,8265,5805,57.58,70.53,Germany,43.06
Community pharmacist,Entertainment,Increasing,High,49834.56,Master’s Degree,7,6948,8823,20.57,94.47,Germany,70.27
"Engineer, water",Healthcare,Decreasing,High,104573.14,High School,2,3269,2619,55.95,53.26,Canada,69.3
Commercial/residential surveyor,Retail,Decreasing,Moderate,107227.03,Bachelor’s Degree,18,2354,3272,47.24,21.48,Brazil,66.35
Television camera operator,Manufacturing,Decreasing,High,148800.03,Master’s Degree,16,9123,6180,84.66,31.61,USA,47.12
"Therapist, horticultural",Entertainment,Decreasing,Moderate,131242.4,Bachelor’s Degree,8,3809,9604,25.87,94.36,Germany,63.82
Chief Financial Officer,Finance,Increasing,Moderate,54757.07,Master’s Degree,15,9754,8482,59.78,74.29,Brazil,46.63
"Teacher, early years/pre",Finance,Decreasing,Moderate,98710.21,Master’s Degree,4,875,4688,0.65,92.32,USA,27.85
Phytotherapist,Education,Decreasing,Low,41970.02,Master’s Degree,5,3035,2881,89.3,39.08,USA,43.95
Advertising art director,Transportation,Increasing,High,90082.73,PhD,4,8210,4423,44.82,58.89,China,67.25
Marketing executive,IT,Increasing,High,86833.2,Bachelor’s Degree,16,5305,7011,28.57,98.85,Brazil,37.17
Technical author,Finance,Decreasing,Moderate,101261.59,Master’s Degree,0,9707,3849,66.66,23.48,China,53.29
Environmental education officer,Transportation,Increasing,High,87993.84,PhD,13,2887,6296,64.04,85.49,Brazil,69.27
"Solicitor, Scotland",Healthcare,Increasing,High,149272.05,Bachelor’s Degree,9,5919,2952,9.66,0.7,Brazil,29.65
"Pharmacist, community",Finance,Increasing,High,63081.48,Master’s Degree,7,7423,8338,19.81,38.97,Canada,57.51
Product manager,Education,Decreasing,Moderate,107917.54,Bachelor’s Degree,15,1854,7580,45.77,60.96,USA,52.93
"Accountant, chartered certified",Retail,Increasing,Low,55860.6,Master’s Degree,17,5222,5199,97.06,98.03,USA,33.07
"Therapist, drama",Healthcare,Increasing,Low,56889.89,Associate Degree,4,5506,6868,63.41,58.86,Germany,26.52
"Doctor, hospital",Entertainment,Decreasing,Moderate,55064.21,PhD,3,1789,7310,11.21,85.77,China,72.15
Professor Emeritus,Finance,Decreasing,Low,48572.75,Bachelor’s Degree,10,3443,6550,76.4,19.03,China,76.19
Music tutor,Education,Decreasing,Low,142644.8,PhD,3,5152,9649,42.56,75.97,Australia,68.26
Warden/ranger,Transportation,Decreasing,Moderate,58369.93,PhD,17,8050,375,36.61,93.58,Canada,55.46
Tax inspector,Finance,Increasing,High,119335.69,PhD,19,9885,928,0.21,37.0,Australia,50.01
IT consultant,IT,Increasing,High,125701.18,Associate Degree,20,3405,1579,84.43,94.27,China,20.08
Health and safety adviser,Manufacturing,Decreasing,High,93016.92,Associate Degree,19,3871,6034,70.84,70.99,India,27.92
Tree surgeon,Entertainment,Increasing,Moderate,111335.28,Master’s Degree,2,6014,4200,63.04,62.71,China,54.03
Conference centre manager,Retail,Increasing,Moderate,114498.08,PhD,2,9506,256,92.66,85.13,UK,63.1
"Accountant, chartered",IT,Increasing,High,142458.12,Master’s Degree,14,4563,629,23.94,4.5,Australia,39.41
Occupational hygienist,Entertainment,Increasing,Moderate,34375.81,Master’s Degree,11,9535,8207,44.87,89.2,UK,63.21
Architectural technologist,Manufacturing,Increasing,Low,110351.31,Master’s Degree,9,7408,1163,4.73,1.44,Canada,40.21
Politician's assistant,Finance,Increasing,Low,68161.33,High School,19,6071,4145,42.77,52.67,USA,66.14
Museum education officer,Healthcare,Decreasing,High,143685.35,PhD,8,130,3125,9.49,33.3,UK,69.34
Associate Professor,IT,Increasing,High,86574.54,Associate Degree,9,4456,5124,28.59,50.23,China,61.21
Outdoor activities/education manager,Entertainment,Decreasing,Moderate,149008.85,Master’s Degree,7,185,4254,72.4,56.92,Brazil,32.78
Company secretary,IT,Increasing,Moderate,52884.07,PhD,8,976,9756,47.33,64.35,India,69.27
"Engineer, control and instrumentation",Finance,Decreasing,High,88603.58,PhD,13,6743,4448,87.64,53.7,India,69.22
Interpreter,Entertainment,Decreasing,Low,64993.6,Master’s Degree,7,9094,7101,24.88,28.19,China,61.27
Publishing copy,IT,Decreasing,Low,116489.35,Bachelor’s Degree,19,6660,1342,12.21,34.79,Australia,49.29
Engineering geologist,Healthcare,Increasing,High,104834.65,Master’s Degree,19,4370,9553,10.94,95.85,China,35.21
Restaurant manager,IT,Decreasing,Moderate,36985.0,Associate Degree,8,9999,2985,5.4,83.69,Australia,36.69
Colour technologist,IT,Decreasing,Low,89392.28,Associate Degree,6,2842,1572,18.81,82.9,Canada,32.8
"Engineer, materials",Healthcare,Decreasing,Moderate,83336.46,PhD,3,4158,5084,77.71,99.21,USA,78.39
Office manager,Finance,Decreasing,High,44183.42,PhD,8,8215,7415,48.34,84.76,India,30.92
Special educational needs teacher,Manufacturing,Decreasing,Low,80844.95,Associate Degree,4,2451,657,21.84,89.13,Brazil,21.81
"Research officer, political party",Retail,Decreasing,Low,69048.84,Master’s Degree,4,5563,2625,94.5,86.18,Brazil,25.92
Nature conservation officer,IT,Decreasing,High,81336.18,Master’s Degree,10,5261,1117,27.4,41.73,India,35.78
"Engineer, agricultural",Finance,Decreasing,High,121726.72,PhD,15,9126,6590,46.96,34.65,India,21.73
Theatre manager,Manufacturing,Decreasing,Moderate,144948.8,Associate Degree,11,8066,2062,70.06,77.92,Canada,24.97
Materials engineer,Manufacturing,Increasing,High,117155.51,Bachelor’s Degree,2,2671,1161,60.57,87.33,India,61.36
Film/video editor,Education,Increasing,Low,139903.25,Master’s Degree,10,2663,5079,93.45,38.3,Brazil,78.62
Retail buyer,Transportation,Decreasing,Low,88984.45,Master’s Degree,1,6912,7781,96.54,13.48,Australia,24.69
Field seismologist,Healthcare,Increasing,Moderate,38499.85,Associate Degree,14,814,8722,2.85,78.33,UK,65.76
Academic librarian,Transportation,Decreasing,Low,74376.06,Associate Degree,9,7374,8463,62.05,7.57,Australia,69.19
"Engineer, control and instrumentation",Retail,Decreasing,High,111791.06,PhD,16,1757,6345,7.6,61.05,Australia,20.64
Operations geologist,Entertainment,Increasing,High,41186.8,Bachelor’s Degree,8,1787,9759,88.42,35.67,USA,56.63
"Teacher, music",Manufacturing,Increasing,Moderate,145240.64,Master’s Degree,4,1824,8563,43.2,16.04,China,74.63
Higher education careers adviser,Finance,Increasing,Moderate,146546.89,Master’s Degree,9,7117,5134,66.69,43.29,UK,67.92
Health physicist,Healthcare,Decreasing,Moderate,75125.75,Bachelor’s Degree,13,6123,2871,65.87,75.33,Australia,32.07
Research scientist (physical sciences),Entertainment,Increasing,High,93085.87,High School,19,7588,3938,58.0,61.76,UK,60.45
Public relations officer,Transportation,Decreasing,High,148076.52,High School,0,5258,6204,28.4,49.93,USA,54.38
Photographer,Entertainment,Decreasing,Moderate,72006.52,High School,17,5119,6824,64.95,31.36,Canada,58.35
Financial planner,Transportation,Increasing,Moderate,119452.33,Master’s Degree,19,9150,8962,61.99,80.96,Germany,24.98
"Therapist, occupational",Education,Decreasing,Low,97675.1,Bachelor’s Degree,11,8619,8298,3.44,97.42,USA,76.08
Drilling engineer,Transportation,Increasing,Low,80594.56,Master’s Degree,20,4166,8729,42.26,31.35,Australia,75.36
Ambulance person,Transportation,Increasing,Low,39258.46,High School,6,9878,6025,7.65,31.69,Canada,61.08
Medical technical officer,Healthcare,Increasing,High,132781.78,PhD,5,3985,9595,11.97,80.17,Brazil,24.22
"Designer, textile",Transportation,Decreasing,High,97741.88,High School,12,2517,5838,29.02,47.08,Australia,36.71
Clinical research associate,Education,Decreasing,High,35746.52,Bachelor’s Degree,7,9664,1268,61.58,66.89,India,71.57
Prison officer,Healthcare,Increasing,High,145566.3,Associate Degree,6,189,1543,35.56,90.4,Australia,71.97
Risk analyst,Entertainment,Increasing,Moderate,94452.79,PhD,7,9023,6441,27.9,23.28,Canada,58.15
Ceramics designer,Manufacturing,Increasing,High,95374.39,PhD,14,6755,1063,13.03,99.23,India,53.13
Office manager,Transportation,Decreasing,High,108013.22,Master’s Degree,16,5817,2227,70.31,25.85,Germany,26.98
Chartered public finance accountant,Manufacturing,Decreasing,Low,51824.24,Associate Degree,1,6924,8777,79.11,96.64,India,25.24
Child psychotherapist,IT,Increasing,High,96768.03,High School,4,6539,6050,23.02,3.42,Brazil,79.53
"Psychologist, prison and probation services",Healthcare,Increasing,Low,96385.28,Master’s Degree,4,3437,5141,46.43,39.6,Germany,64.94
"Pharmacist, hospital",IT,Decreasing,Moderate,51088.17,Bachelor’s Degree,17,4545,2547,84.01,41.13,UK,77.56
"Producer, radio",Retail,Increasing,Low,64288.51,PhD,9,1168,3495,29.65,52.7,Brazil,56.57
"Clinical scientist, histocompatibility and immunogenetics",Healthcare,Decreasing,High,119695.99,PhD,17,3024,6149,45.95,25.92,Australia,39.41
"Scientist, biomedical",Manufacturing,Increasing,Moderate,68836.35,Bachelor’s Degree,4,6039,1899,82.49,41.61,Australia,37.2
"Restaurant manager, fast food",Entertainment,Decreasing,High,41036.91,PhD,13,3770,1645,87.98,2.34,India,56.6
Tour manager,Finance,Increasing,Low,112495.68,High School,4,7039,4955,81.03,36.85,Germany,57.14
Chartered management accountant,Education,Decreasing,Moderate,30483.97,Associate Degree,13,6841,7971,62.25,23.27,Germany,37.81
"Designer, multimedia",IT,Increasing,Low,143519.83,High School,7,5509,4531,25.62,54.37,Canada,49.08
Technical sales engineer,IT,Decreasing,Moderate,47867.86,Bachelor’s Degree,6,2715,7698,69.25,39.46,India,40.15
"Engineer, biomedical",IT,Increasing,High,112749.62,High School,8,6211,4760,58.9,6.23,USA,22.27
Volunteer coordinator,Finance,Increasing,High,126380.32,Master’s Degree,20,3325,9977,77.91,18.07,Australia,64.51
Land,Finance,Increasing,Moderate,109916.37,Bachelor’s Degree,8,8337,3033,81.29,98.9,Germany,75.92
Sports development officer,Education,Decreasing,Moderate,119866.42,High School,11,7088,4398,73.46,9.73,Australia,79.9
Site engineer,Transportation,Decreasing,Low,75448.9,Associate Degree,16,2550,4352,66.78,76.58,UK,47.58
Manufacturing engineer,Finance,Decreasing,Low,46892.35,PhD,13,5159,8193,12.75,92.16,Canada,35.0
"Engineer, manufacturing",Retail,Decreasing,Moderate,76682.72,Master’s Degree,1,3224,8885,3.19,28.07,UK,78.5
Museum education officer,Retail,Decreasing,Low,59306.28,Bachelor’s Degree,4,6004,3618,26.8,88.63,Canada,77.12
Osteopath,Manufacturing,Decreasing,High,134835.68,Associate Degree,3,9569,9329,14.41,87.31,India,71.66
Cabin crew,Entertainment,Increasing,Moderate,113951.12,Master’s Degree,1,9253,9309,17.43,58.16,Australia,67.88
Retail merchandiser,Education,Decreasing,High,62186.58,PhD,20,1449,6215,78.68,80.52,India,29.54
Contractor,Transportation,Decreasing,Moderate,132872.52,High School,9,7311,4897,75.35,82.34,Canada,45.73
Civil Service administrator,Healthcare,Increasing,Moderate,94320.96,Associate Degree,4,3763,4190,53.0,39.84,Germany,79.03
"Surveyor, quantity",Entertainment,Decreasing,Low,67859.59,Master’s Degree,20,497,9750,97.94,36.99,Australia,78.2
"Lighting technician, broadcasting/film/video",IT,Increasing,High,56872.84,Master’s Degree,10,5776,1483,82.9,54.05,UK,49.41
Equality and diversity officer,Entertainment,Increasing,High,71861.41,Master’s Degree,19,407,1663,41.48,23.64,UK,48.24
Sports coach,Entertainment,Decreasing,Low,47740.7,PhD,18,487,1687,66.63,88.87,Germany,69.96
Operational researcher,Transportation,Increasing,High,113939.2,Bachelor’s Degree,13,3181,836,34.57,16.42,USA,71.99
Veterinary surgeon,Entertainment,Decreasing,Moderate,45189.17,Master’s Degree,15,1564,9215,89.28,77.47,Germany,62.88
"Teacher, music",Retail,Decreasing,High,92070.49,PhD,3,285,1039,49.16,31.61,China,78.18
"Teacher, early years/pre",Manufacturing,Increasing,Moderate,83588.6,Associate Degree,20,1133,6960,10.39,93.08,USA,56.14
Insurance broker,IT,Decreasing,Moderate,129672.56,Bachelor’s Degree,17,9266,422,65.93,13.96,India,79.77
Special educational needs teacher,Healthcare,Increasing,Low,95899.02,Master’s Degree,10,4220,711,42.81,76.42,Canada,46.01
Public house manager,Finance,Increasing,Low,86263.26,Associate Degree,13,3114,7022,56.13,9.33,Brazil,45.57
Insurance risk surveyor,Retail,Decreasing,High,142817.76,Master’s Degree,9,2445,1849,49.06,22.97,UK,68.77
Education administrator,Manufacturing,Increasing,Moderate,149512.7,Master’s Degree,18,3480,8877,14.62,66.87,Australia,35.26
Social worker,IT,Increasing,Low,130089.52,Master’s Degree,13,1580,7490,8.95,7.99,India,46.58
Training and development officer,Retail,Decreasing,High,68740.66,Bachelor’s Degree,18,5509,138,88.33,1.75,Canada,30.39
Theatre manager,IT,Increasing,Low,118747.82,Bachelor’s Degree,19,5545,7132,85.75,80.23,USA,53.82
"Presenter, broadcasting",Healthcare,Increasing,High,119762.67,Associate Degree,13,6535,1871,16.89,3.01,Germany,67.64
Agricultural engineer,Transportation,Increasing,Low,128703.29,High School,2,2963,6920,76.21,56.18,Brazil,52.15
Financial controller,Retail,Decreasing,Moderate,59788.7,Associate Degree,6,5653,1855,74.18,50.49,India,54.95
Chiropractor,IT,Decreasing,High,89839.28,Master’s Degree,11,1275,4181,4.36,78.93,India,29.97
Health service manager,Manufacturing,Increasing,Low,124954.48,Bachelor’s Degree,9,719,5746,29.74,48.11,China,72.02
IT trainer,Entertainment,Decreasing,High,120928.7,Associate Degree,1,7375,6695,5.14,42.78,Canada,52.21
"Designer, television/film set",Manufacturing,Increasing,High,116342.35,High School,1,3172,4545,28.02,25.32,USA,52.0
Banker,Manufacturing,Increasing,Low,39746.66,High School,3,8064,9469,12.05,67.59,USA,70.59
Editorial assistant,Entertainment,Decreasing,Moderate,126209.76,Master’s Degree,16,2487,7915,49.1,15.29,India,78.68
"Secretary, company",Transportation,Increasing,Moderate,147342.37,Master’s Degree,8,7423,7630,96.72,19.34,India,32.23
Sports coach,Entertainment,Increasing,High,54730.71,Master’s Degree,20,7177,1118,95.12,85.71,USA,67.41
"Editor, commissioning",IT,Increasing,Low,91845.53,Bachelor’s Degree,4,881,6492,78.57,8.45,Germany,37.89
Media buyer,Manufacturing,Increasing,High,90565.16,Bachelor’s Degree,2,2674,4412,47.25,73.04,USA,79.85
Legal secretary,Entertainment,Increasing,High,91020.43,Associate Degree,10,212,8681,21.37,80.87,Canada,31.86
Legal secretary,Healthcare,Decreasing,High,137245.52,Master’s Degree,10,6036,9257,84.82,9.97,Brazil,31.31
Occupational psychologist,Retail,Increasing,Low,127489.8,Bachelor’s Degree,5,9369,2884,48.1,86.58,Australia,21.86
Tour manager,Healthcare,Decreasing,Moderate,94423.77,High School,17,5171,8170,24.27,48.46,China,37.94
"Sales professional, IT",Education,Increasing,Moderate,88702.66,Bachelor’s Degree,5,2530,5959,15.68,31.1,USA,43.81
Water quality scientist,IT,Increasing,Moderate,87641.95,High School,8,6881,1397,1.63,83.28,USA,47.46
Farm manager,Education,Increasing,High,108776.68,Bachelor’s Degree,16,4605,5011,54.83,52.92,China,68.64
Landscape architect,Manufacturing,Decreasing,Low,39745.13,High School,14,1453,7128,93.52,68.17,USA,34.95
"Social research officer, government",Healthcare,Increasing,High,61824.26,PhD,15,1165,6885,70.51,0.84,UK,74.68
"Optician, dispensing",Education,Increasing,Moderate,124525.17,High School,13,8597,763,43.84,4.68,UK,46.1
Office manager,Entertainment,Increasing,Low,113383.96,Master’s Degree,10,117,9489,7.33,22.93,USA,36.48
"Editor, magazine features",Education,Increasing,High,113708.78,High School,19,4569,4671,46.77,27.71,USA,53.09
Clinical biochemist,Finance,Decreasing,Moderate,60991.65,High School,12,6965,2351,49.74,26.71,Australia,27.28
Senior tax professional/tax inspector,Entertainment,Decreasing,Low,85923.95,PhD,0,7771,950,52.44,90.76,UK,75.19
Lobbyist,Retail,Decreasing,Low,105796.58,Associate Degree,13,8965,8051,15.83,60.94,Australia,20.73
"Journalist, newspaper",Finance,Increasing,High,55327.5,PhD,15,2408,4637,76.18,92.7,UK,60.24
"Buyer, retail",Finance,Increasing,Moderate,32769.06,High School,8,846,8253,15.38,54.24,Brazil,50.44
Occupational psychologist,IT,Increasing,High,138576.94,PhD,11,9484,2533,75.04,39.11,China,54.35
"Engineer, structural",Education,Decreasing,Moderate,40428.85,Bachelor’s Degree,20,2283,8267,75.42,57.46,Canada,72.7
Agricultural consultant,Transportation,Decreasing,Moderate,114239.94,Bachelor’s Degree,5,4491,5596,52.78,9.2,India,60.3
"Production assistant, television",Manufacturing,Decreasing,High,145600.0,Associate Degree,15,8670,6626,31.2,96.53,USA,61.09
Hotel manager,Entertainment,Increasing,Moderate,44355.47,PhD,7,5487,2698,39.89,91.55,Australia,75.55
Quantity surveyor,Healthcare,Decreasing,Low,45391.49,Associate Degree,1,985,792,72.4,72.5,UK,76.78
Chartered management accountant,Entertainment,Decreasing,Low,101456.65,PhD,10,2682,4515,88.23,23.93,Canada,71.5
Exhibition designer,Finance,Increasing,High,57663.24,Associate Degree,20,8651,1134,54.39,96.73,Germany,36.45
Television floor manager,Retail,Increasing,Moderate,55906.94,Bachelor’s Degree,3,4090,903,8.98,40.6,UK,36.81
Communications engineer,Healthcare,Increasing,Low,104461.04,Associate Degree,5,1619,4399,27.45,19.09,USA,22.54
"Engineer, petroleum",Finance,Decreasing,Low,68187.8,PhD,0,6702,6498,52.13,23.89,Australia,23.9
Insurance claims handler,Finance,Decreasing,Low,50288.41,High School,11,5220,2854,58.04,86.52,Canada,36.95
Trade union research officer,IT,Increasing,High,50941.65,Associate Degree,17,5763,5088,23.55,22.92,India,34.64
"Solicitor, Scotland",Finance,Decreasing,Low,102378.32,Bachelor’s Degree,2,6594,550,73.32,40.68,Brazil,60.54
Newspaper journalist,Retail,Decreasing,Moderate,84705.54,PhD,14,8870,8374,44.35,30.04,Canada,28.43
Set designer,Finance,Decreasing,Low,106100.43,High School,16,934,361,66.55,21.77,Australia,49.05
Games developer,IT,Increasing,Low,103406.44,Bachelor’s Degree,14,1365,5333,34.25,73.81,Australia,65.69
Hydrogeologist,Finance,Decreasing,Moderate,85640.86,PhD,18,1189,5470,66.78,85.49,UK,72.52
Surgeon,IT,Decreasing,Moderate,146652.54,PhD,2,1976,6340,39.27,82.03,India,45.56
Radio producer,Healthcare,Increasing,Moderate,85477.96,Bachelor’s Degree,1,417,2766,9.85,87.98,Canada,34.0
"Pharmacist, community",Healthcare,Increasing,Moderate,48317.6,High School,15,5757,729,47.14,70.58,Brazil,45.43
"Designer, exhibition/display",Entertainment,Decreasing,Low,37235.68,PhD,7,3054,4663,8.56,66.27,Germany,60.1
Barista,Finance,Decreasing,Moderate,79034.56,High School,10,1418,4991,88.56,49.64,USA,25.82
Arts administrator,Transportation,Increasing,High,39255.4,PhD,11,8223,7844,49.3,91.19,UK,43.54
Building control surveyor,IT,Decreasing,Moderate,99590.96,Bachelor’s Degree,11,5460,8369,16.98,82.81,Brazil,29.77
"Surveyor, planning and development",Retail,Increasing,Low,136440.76,High School,7,4471,5479,84.36,99.79,China,69.47
Building surveyor,Education,Decreasing,High,37421.38,Master’s Degree,16,5935,5132,43.8,71.96,Australia,20.29
Hydrogeologist,Education,Increasing,Moderate,146356.1,Associate Degree,20,8164,6995,84.95,27.04,China,65.79
Operational investment banker,Manufacturing,Increasing,High,132178.92,High School,18,4353,1295,89.37,45.0,Brazil,36.02
Media planner,IT,Increasing,High,45428.02,Master’s Degree,18,8816,9061,18.35,10.59,Germany,69.76
"Scientist, forensic",Entertainment,Increasing,Low,116056.06,Master’s Degree,0,5697,9112,75.95,27.03,Germany,23.41
"Production designer, theatre/television/film",Transportation,Decreasing,High,128741.49,High School,8,6184,1903,6.2,1.08,India,33.13
Environmental education officer,Transportation,Decreasing,Moderate,39802.24,Master’s Degree,17,9702,3550,18.74,46.29,Germany,58.35
Forest/woodland manager,Manufacturing,Increasing,Moderate,92565.19,Bachelor’s Degree,11,8772,7089,95.98,32.34,India,37.04
Estate manager/land agent,Finance,Increasing,Moderate,42814.7,Associate Degree,8,7332,8806,57.65,35.92,India,26.59
Metallurgist,Education,Decreasing,High,121871.73,Master’s Degree,10,1822,485,53.0,54.5,India,56.55
Minerals surveyor,Finance,Increasing,Moderate,132027.61,Bachelor’s Degree,0,304,6629,37.31,95.77,UK,35.69
Maintenance engineer,Education,Increasing,High,86604.1,Bachelor’s Degree,1,4962,9486,11.51,58.49,Australia,27.43
Proofreader,Education,Increasing,Moderate,100606.49,Bachelor’s Degree,15,2242,6895,45.11,89.14,Australia,52.89
Learning mentor,Retail,Decreasing,Moderate,30060.97,PhD,5,1268,5666,6.07,26.66,Australia,42.8
"Designer, ceramics/pottery",Education,Increasing,High,86222.36,Master’s Degree,2,3156,2842,54.62,54.66,USA,33.45
Hydrographic surveyor,Entertainment,Decreasing,Moderate,79778.95,Master’s Degree,4,2548,2792,91.52,1.46,UK,39.99
Claims inspector/assessor,Healthcare,Increasing,Low,70794.39,Bachelor’s Degree,9,3856,8648,49.45,80.17,Australia,48.02
"Pharmacist, community",Healthcare,Increasing,Moderate,34172.6,Associate Degree,8,1088,8748,4.6,6.32,USA,60.16
Health physicist,Retail,Decreasing,High,147714.71,Bachelor’s Degree,8,1510,6462,40.94,85.03,Brazil,31.61
Analytical chemist,IT,Increasing,Low,81915.31,Bachelor’s Degree,16,7155,5980,6.89,62.51,Canada,45.91
"Surveyor, building",Retail,Decreasing,Low,42887.35,Associate Degree,3,7301,4864,64.26,14.43,Canada,36.34
Investment analyst,IT,Decreasing,High,100244.88,Master’s Degree,13,5776,1686,95.16,5.25,UK,50.98
Location manager,IT,Decreasing,Moderate,40456.25,Bachelor’s Degree,15,217,516,67.07,50.7,Brazil,31.12
IT consultant,Education,Increasing,Moderate,129853.68,Master’s Degree,9,318,2300,35.86,96.7,USA,45.63
Mental health nurse,IT,Decreasing,Moderate,83371.35,Associate Degree,15,2211,1969,73.69,86.91,India,28.62
Writer,Transportation,Decreasing,Moderate,30661.94,Master’s Degree,12,9111,9971,35.67,79.48,USA,29.46
Higher education lecturer,IT,Decreasing,High,144620.25,High School,10,9121,4231,80.22,42.26,UK,51.43
Pensions consultant,Manufacturing,Decreasing,High,130465.27,PhD,2,9978,6578,8.18,58.6,USA,56.53
Music therapist,IT,Increasing,High,62164.96,Bachelor’s Degree,17,6852,2520,42.76,59.15,UK,48.72
Marine scientist,Manufacturing,Increasing,High,101297.46,PhD,4,1351,1843,58.99,85.17,Brazil,45.51
Advertising art director,Entertainment,Increasing,Moderate,38713.92,Associate Degree,19,6852,8820,97.8,7.64,Germany,27.08
"Producer, television/film/video",Entertainment,Decreasing,High,149572.02,Master’s Degree,19,945,1527,87.43,26.72,India,41.52
"Psychologist, educational",Finance,Increasing,High,123314.4,Associate Degree,17,5062,770,40.97,47.53,USA,33.82
Translator,Transportation,Increasing,Moderate,86959.33,Associate Degree,2,6714,1112,83.01,18.96,China,78.37
"Education officer, museum",Healthcare,Increasing,Low,63671.09,Master’s Degree,3,8786,7089,78.26,3.11,UK,25.24
Accounting technician,Entertainment,Increasing,High,65771.36,Associate Degree,0,7493,7234,26.02,27.86,Germany,25.84
Operations geologist,Retail,Increasing,Low,62517.94,Master’s Degree,15,2631,171,11.06,82.45,China,41.8
Sub,Retail,Increasing,Low,44989.38,Bachelor’s Degree,6,7476,2541,22.57,78.7,Australia,70.91
Research scientist (maths),Education,Increasing,Low,56557.37,Associate Degree,6,4256,9433,38.39,12.11,Brazil,48.71
Publishing copy,IT,Increasing,High,82543.04,Bachelor’s Degree,10,7913,3693,24.63,21.48,Brazil,46.52
Town planner,Retail,Increasing,High,45716.68,PhD,4,5566,2851,29.84,18.56,India,35.62
Diplomatic Services operational officer,Retail,Decreasing,Low,38356.6,PhD,0,2267,9611,78.06,36.83,UK,60.63
Food technologist,Transportation,Increasing,Moderate,42895.83,Bachelor’s Degree,14,7616,5003,78.87,90.22,USA,45.45
"Pharmacist, hospital",Healthcare,Decreasing,Moderate,144902.62,Master’s Degree,11,618,2267,41.77,96.84,China,68.59
Special effects artist,Transportation,Increasing,High,135927.7,Master’s Degree,6,3810,539,88.35,86.48,USA,47.52
Physiotherapist,Transportation,Decreasing,Moderate,105550.52,Bachelor’s Degree,3,5197,8072,68.6,97.82,China,46.09
"Accountant, chartered public finance",Healthcare,Decreasing,High,138234.46,Associate Degree,0,7664,2282,69.94,9.03,India,72.46
Materials engineer,Transportation,Decreasing,Low,144494.44,Associate Degree,0,3970,7788,9.05,47.16,Brazil,53.55
"Administrator, local government",IT,Increasing,Low,89066.43,Master’s Degree,20,1613,7432,81.65,80.78,UK,26.06
Arts administrator,Healthcare,Decreasing,Moderate,69759.9,PhD,5,3181,1725,30.31,83.39,Germany,67.11
"Psychotherapist, dance movement",Finance,Increasing,Low,31130.62,Associate Degree,15,5702,8610,51.66,88.91,Brazil,24.28
Pensions consultant,Retail,Increasing,Low,138358.74,PhD,11,7841,8485,10.53,40.99,Germany,65.66
Graphic designer,IT,Decreasing,High,105874.34,Associate Degree,15,333,4956,57.91,7.81,India,27.72
Contracting civil engineer,Education,Decreasing,Low,51547.32,Master’s Degree,11,1976,752,48.54,86.38,UK,37.93
"Engineer, maintenance (IT)",Retail,Increasing,Moderate,36251.19,Master’s Degree,15,9222,960,51.55,46.56,Brazil,28.22
Cartographer,Entertainment,Increasing,Moderate,66267.59,Bachelor’s Degree,7,9422,6917,95.02,81.11,China,38.93
Arboriculturist,Entertainment,Increasing,High,77147.2,Master’s Degree,4,3044,7045,24.18,53.17,Canada,61.38
Regulatory affairs officer,Education,Increasing,Low,114970.67,PhD,17,2632,4580,83.35,54.85,India,50.92
Archaeologist,Education,Decreasing,High,61547.68,Bachelor’s Degree,0,5103,8986,30.42,66.83,China,45.52
Horticultural consultant,Retail,Decreasing,Low,99819.84,High School,13,7425,7807,33.77,63.3,USA,62.93
Rural practice surveyor,Education,Decreasing,Low,116170.12,Master’s Degree,8,1794,2830,60.57,65.6,UK,54.23
Chartered accountant,Finance,Increasing,Moderate,60399.71,Master’s Degree,5,5465,4723,43.84,34.46,Brazil,22.58
Education administrator,Transportation,Decreasing,Low,99090.1,High School,19,6528,9237,47.41,78.22,China,52.5
Fine artist,Retail,Increasing,Moderate,64303.25,Bachelor’s Degree,10,2639,1332,5.5,88.34,Australia,44.97
Maintenance engineer,Manufacturing,Increasing,Moderate,96592.16,Bachelor’s Degree,8,6126,2483,54.33,11.97,Canada,50.62
"Psychologist, clinical",Retail,Decreasing,Moderate,66475.23,Associate Degree,9,7606,8770,81.35,69.37,UK,65.34
Associate Professor,Entertainment,Increasing,High,49830.56,Bachelor’s Degree,18,4035,4885,60.51,64.12,Australia,40.48
"Journalist, magazine",Transportation,Decreasing,High,74757.52,Bachelor’s Degree,20,6980,5775,11.6,22.93,Brazil,47.11
Podiatrist,Finance,Decreasing,High,132351.33,Master’s Degree,0,1962,6627,41.8,18.91,China,58.23
Waste management officer,Education,Decreasing,Moderate,75642.5,Master’s Degree,10,5249,6215,59.24,27.84,Australia,37.05
Insurance risk surveyor,Entertainment,Decreasing,Moderate,80453.97,Associate Degree,13,2086,4175,53.23,79.91,UK,60.04
Charity officer,Finance,Decreasing,Low,128669.83,Associate Degree,0,4210,6521,65.43,63.46,UK,57.13
Field trials officer,Healthcare,Increasing,Low,87778.94,PhD,10,9418,8452,82.36,35.9,USA,64.94
"Buyer, retail",Finance,Increasing,Moderate,111358.35,PhD,3,2357,8873,73.18,29.11,China,41.38
Make,Education,Decreasing,Moderate,48426.24,Associate Degree,2,9231,5529,93.65,1.5,Canada,75.76
Community development worker,Finance,Increasing,High,34929.3,PhD,5,6529,5900,28.06,65.88,USA,48.22
"Engineer, structural",Manufacturing,Increasing,Moderate,136817.1,PhD,9,4582,5910,18.16,35.76,UK,56.31
Leisure centre manager,Education,Increasing,Moderate,39263.62,High School,16,8876,5192,35.13,43.2,China,28.29
"Horticulturist, commercial",Education,Increasing,Low,92514.13,PhD,18,6698,2859,62.73,81.3,Germany,36.39
Radio producer,IT,Decreasing,Low,81801.63,PhD,0,1459,5946,86.98,32.26,India,69.87
Medical illustrator,Transportation,Increasing,Low,82420.46,Bachelor’s Degree,12,9797,4398,61.51,72.52,UK,68.79
IT sales professional,Transportation,Increasing,Low,125025.02,High School,13,2393,3956,4.66,21.32,Australia,71.57
Chief Operating Officer,IT,Increasing,Moderate,62923.6,Master’s Degree,0,1838,5814,21.16,7.45,Canada,31.99
"Doctor, hospital",Finance,Increasing,Low,113174.32,High School,9,3606,665,2.12,23.76,Brazil,52.2
Occupational therapist,Manufacturing,Increasing,Moderate,82523.62,PhD,20,1772,3463,7.97,42.98,Canada,66.12
"Editor, magazine features",Manufacturing,Increasing,Moderate,148700.37,Master’s Degree,10,6763,6104,93.09,72.95,India,21.48
"Editor, film/video",Finance,Increasing,Moderate,91938.25,PhD,15,5810,7918,57.84,46.69,China,79.97
Animal nutritionist,Finance,Increasing,Low,33930.51,PhD,17,4163,3440,44.85,26.77,China,39.87
Financial controller,Retail,Decreasing,High,139254.58,Associate Degree,12,4128,800,87.02,16.62,India,52.46
"Engineer, automotive",Healthcare,Decreasing,High,97834.26,High School,0,2365,3547,75.62,35.24,Germany,45.7
Manufacturing engineer,Entertainment,Decreasing,High,87972.02,PhD,10,7014,4326,21.04,38.4,Australia,57.11
Insurance risk surveyor,Education,Increasing,High,105272.09,Bachelor’s Degree,12,4823,8111,55.34,9.97,UK,65.39
"Designer, furniture",Retail,Increasing,High,44151.13,Bachelor’s Degree,10,8952,2920,72.11,72.73,Brazil,48.16
Banker,Manufacturing,Decreasing,Moderate,90466.74,Master’s Degree,12,8542,8410,99.22,83.19,Germany,58.9
Operational researcher,IT,Increasing,Low,137048.03,Master’s Degree,16,2630,2829,13.2,16.54,Germany,24.19
Air cabin crew,Transportation,Decreasing,High,93405.84,Master’s Degree,15,2042,4418,68.02,54.79,USA,68.03
IT consultant,Healthcare,Decreasing,Low,47853.96,Associate Degree,12,8127,7973,51.37,82.32,USA,20.2
Professor Emeritus,Entertainment,Decreasing,Low,46590.92,Bachelor’s Degree,4,2283,6310,90.97,37.22,Germany,51.2
Naval architect,Manufacturing,Increasing,Low,100179.82,Bachelor’s Degree,17,9711,9267,73.28,13.8,Australia,20.07
Insurance broker,IT,Decreasing,High,89155.63,Master’s Degree,12,7098,8894,22.85,31.45,Canada,63.16
Conference centre manager,IT,Decreasing,Low,52971.19,Bachelor’s Degree,1,6926,7223,75.54,28.59,China,47.9
Trade mark attorney,IT,Decreasing,Low,120432.37,High School,9,3837,6249,80.32,85.63,Brazil,28.69
"Therapist, horticultural",Transportation,Decreasing,Low,65321.8,PhD,4,7910,7873,55.39,17.0,UK,22.98
Geoscientist,Manufacturing,Increasing,Moderate,32812.81,PhD,20,8628,4269,38.44,30.71,USA,45.62
Fine artist,Manufacturing,Increasing,Moderate,37280.77,Bachelor’s Degree,7,8563,5491,26.59,60.9,Australia,68.87
Research scientist (maths),Retail,Decreasing,Moderate,124637.02,High School,14,1128,6400,65.33,81.9,China,65.15
Communications engineer,Finance,Increasing,Low,35647.28,PhD,6,554,5769,43.79,23.85,Germany,24.44
Community education officer,Education,Increasing,Moderate,129800.17,Master’s Degree,19,615,6221,76.85,79.06,Brazil,27.68
"Teacher, special educational needs",Finance,Decreasing,Moderate,136172.53,High School,4,8435,8851,9.74,18.88,UK,61.22
Chief of Staff,Finance,Increasing,Low,58923.93,High School,17,3250,6232,21.09,15.46,Germany,61.38
Psychiatrist,Retail,Decreasing,Low,140384.05,Associate Degree,13,6572,1888,93.13,13.74,UK,48.72
Research scientist (physical sciences),Healthcare,Decreasing,Moderate,36558.2,PhD,6,2765,3499,88.28,43.17,UK,49.91
Civil Service fast streamer,Education,Decreasing,High,120870.66,PhD,10,8903,7385,46.94,85.22,China,42.36
Diplomatic Services operational officer,Entertainment,Increasing,High,74216.48,High School,19,7916,6644,58.21,89.59,Canada,38.88
Commercial horticulturist,Healthcare,Increasing,Low,46790.32,Bachelor’s Degree,12,3011,2640,75.18,9.03,USA,23.42
Armed forces operational officer,Manufacturing,Increasing,High,121359.65,Bachelor’s Degree,12,4118,3809,59.36,26.15,India,65.14
Holiday representative,Transportation,Decreasing,Low,144487.73,High School,5,7392,3346,35.15,44.44,Germany,46.17
"Engineer, production",Transportation,Increasing,High,91716.95,Associate Degree,0,6652,2206,44.8,55.19,USA,67.19
Airline pilot,IT,Decreasing,High,48164.31,High School,7,2311,250,82.26,20.9,India,71.48
"Scientist, water quality",Manufacturing,Decreasing,Moderate,57023.31,Associate Degree,12,8920,8211,73.47,17.77,China,39.08
Training and development officer,Retail,Increasing,Moderate,122491.67,Master’s Degree,19,2010,1288,83.15,42.64,China,71.69
"Buyer, retail",Education,Decreasing,High,59377.9,Master’s Degree,5,7103,4490,76.19,8.96,India,36.35
English as a second language teacher,IT,Increasing,Low,88558.47,PhD,17,2650,3406,34.19,44.14,India,58.51
"Teacher, primary school",Transportation,Decreasing,Low,130084.58,Associate Degree,13,1497,773,95.83,68.15,Canada,60.67
Analytical chemist,Retail,Increasing,High,71234.44,PhD,7,2373,5508,95.89,59.23,China,26.06
Metallurgist,Finance,Increasing,Low,66736.33,Bachelor’s Degree,18,3689,366,10.81,0.61,Canada,54.2
Biomedical scientist,Finance,Decreasing,Moderate,146196.23,Master’s Degree,9,562,3727,93.93,73.25,China,57.52
Leisure centre manager,Manufacturing,Increasing,Moderate,95553.55,Bachelor’s Degree,17,4457,2476,6.07,41.83,Australia,28.44
"Investment banker, corporate",IT,Decreasing,Moderate,46463.25,High School,15,2987,3362,34.15,61.94,India,53.17
Heritage manager,Retail,Increasing,Moderate,129291.05,Associate Degree,18,3757,3843,63.66,32.56,Germany,58.67
Radio producer,Retail,Decreasing,Moderate,105305.37,Bachelor’s Degree,2,8227,6514,32.02,77.79,China,50.01
Homeopath,Education,Decreasing,Moderate,92736.44,High School,5,2465,4286,10.54,95.95,Australia,41.64
Pharmacologist,IT,Decreasing,High,61512.93,High School,8,4256,2837,27.58,23.31,Germany,71.99
"Designer, furniture",Education,Increasing,Low,40025.2,Master’s Degree,20,9823,6827,89.32,31.26,China,56.1
Financial adviser,Finance,Decreasing,Moderate,109026.2,Bachelor’s Degree,4,6250,5934,9.09,41.97,Germany,79.92
Nature conservation officer,Retail,Increasing,High,62020.04,Bachelor’s Degree,14,138,3339,35.2,22.5,Canada,54.51
Chief Operating Officer,Healthcare,Decreasing,Moderate,33114.84,PhD,5,4256,2112,26.74,57.38,Brazil,72.02
Dentist,Manufacturing,Decreasing,High,100023.69,Master’s Degree,10,3359,8713,56.14,32.88,Canada,64.75
Contractor,Retail,Decreasing,Moderate,109910.05,High School,13,1403,2642,57.43,69.71,UK,55.17
Environmental education officer,Retail,Increasing,Low,48545.05,High School,2,370,4144,94.75,22.3,Brazil,72.95
Sub,IT,Decreasing,Moderate,74028.65,Associate Degree,17,4909,5107,46.45,27.73,Germany,33.71
"Designer, furniture",Manufacturing,Increasing,Moderate,48527.98,PhD,12,7588,1161,66.77,17.33,Canada,56.28
Special educational needs teacher,Healthcare,Increasing,Moderate,91553.91,Associate Degree,14,6627,3625,14.76,19.6,UK,26.79
Logistics and distribution manager,Retail,Increasing,Moderate,121412.71,High School,5,492,220,51.11,24.39,Germany,23.4
Trading standards officer,IT,Increasing,High,71630.96,Bachelor’s Degree,20,4356,4527,39.67,69.77,Canada,47.79
Mechanical engineer,Finance,Increasing,Low,138225.4,Bachelor’s Degree,11,8072,4410,14.62,59.08,Brazil,25.47
"Conservator, museum/gallery",Retail,Decreasing,High,36067.62,PhD,6,6787,4404,31.26,33.61,India,62.63
Community development worker,Retail,Increasing,Moderate,45388.4,High School,10,3805,3693,23.32,0.73,Canada,31.6
Computer games developer,Retail,Increasing,High,68505.1,Bachelor’s Degree,13,385,3824,32.98,27.68,Germany,42.77
Forensic scientist,Education,Decreasing,High,86334.49,PhD,10,1731,1283,82.24,41.46,USA,76.57
Passenger transport manager,IT,Decreasing,Low,54594.84,Associate Degree,2,3319,2365,23.89,5.51,Germany,47.02
Art therapist,Transportation,Decreasing,High,137490.32,Bachelor’s Degree,6,3088,7913,15.57,30.86,India,66.7
Games developer,Manufacturing,Decreasing,Moderate,124138.97,PhD,15,2773,1679,65.16,95.81,Brazil,40.21
Purchasing manager,Manufacturing,Decreasing,Moderate,32498.95,Associate Degree,9,1838,5367,49.73,98.71,UK,62.33
Phytotherapist,Education,Decreasing,High,36954.01,Bachelor’s Degree,0,4548,2996,19.98,1.75,Brazil,51.48
Scientific laboratory technician,IT,Decreasing,Moderate,81266.65,Associate Degree,5,2442,116,61.89,78.85,UK,46.56
Commercial horticulturist,Healthcare,Increasing,Low,121954.02,PhD,11,4372,7640,75.81,84.79,Germany,49.01
"Investment banker, operational",Transportation,Decreasing,High,76201.7,PhD,10,1246,1211,60.17,42.98,China,71.77
Equities trader,Entertainment,Decreasing,Moderate,57139.29,Bachelor’s Degree,15,2492,2239,33.55,17.64,China,46.28
Housing manager/officer,Retail,Increasing,High,56928.84,Master’s Degree,12,4308,5911,10.43,61.49,USA,43.38
"Optician, dispensing",Manufacturing,Decreasing,High,77464.13,Associate Degree,4,1822,8706,13.92,41.06,China,62.88
"Engineer, agricultural",Finance,Increasing,High,147166.07,Master’s Degree,14,5854,1182,23.97,45.93,India,59.18
"Sound technician, broadcasting/film/video",Education,Increasing,Moderate,64001.58,PhD,2,5332,4710,5.37,86.73,Canada,33.61
Science writer,Retail,Increasing,High,116520.0,High School,13,8584,3098,63.72,81.31,UK,40.29
Communications engineer,Retail,Decreasing,Low,91286.56,Bachelor’s Degree,2,1112,3298,1.07,7.1,USA,38.28
Theatre manager,Transportation,Decreasing,High,107077.93,Associate Degree,14,1536,7036,90.59,26.16,Australia,64.42
Legal secretary,Healthcare,Increasing,Low,42398.11,PhD,11,3191,2111,68.63,74.86,Brazil,55.86
Quantity surveyor,IT,Increasing,High,126046.69,Associate Degree,7,363,397,81.61,22.68,Australia,49.23
Occupational psychologist,Finance,Increasing,Moderate,88460.01,PhD,11,8486,844,5.14,69.59,Brazil,64.63
Physiological scientist,IT,Decreasing,Low,55162.86,Associate Degree,5,9867,7967,33.06,4.51,China,50.48
Health service manager,Finance,Increasing,Moderate,146675.31,High School,11,2194,6145,75.74,33.02,UK,61.61
Television camera operator,Entertainment,Increasing,High,143059.33,Bachelor’s Degree,10,1070,1122,58.94,27.79,Canada,72.88
Horticultural consultant,Manufacturing,Decreasing,Moderate,117911.83,Associate Degree,17,8870,311,49.22,12.15,USA,42.02
Soil scientist,Transportation,Increasing,Low,71310.66,Master’s Degree,1,6990,2314,11.79,34.36,India,73.0
Leisure centre manager,Education,Decreasing,Low,63151.98,PhD,14,8286,1105,23.75,8.73,China,57.97
Nature conservation officer,Transportation,Increasing,High,145775.81,PhD,2,341,7293,69.27,95.52,USA,55.02
"Physicist, medical",Healthcare,Increasing,Moderate,140547.4,High School,13,3468,5184,79.98,46.9,USA,37.77
Software engineer,Healthcare,Increasing,Moderate,52976.07,Associate Degree,6,5471,5694,31.06,36.98,Germany,68.16
Firefighter,Finance,Decreasing,Low,143296.64,Master’s Degree,2,513,7400,87.6,95.39,Germany,33.61
Civil Service administrator,Education,Decreasing,Moderate,36726.38,Bachelor’s Degree,7,8346,8275,38.6,59.61,Germany,76.57
Telecommunications researcher,Education,Decreasing,High,139514.67,Associate Degree,20,3371,6048,50.87,87.63,UK,63.77
Building services engineer,Education,Decreasing,Low,52894.15,Master’s Degree,9,6341,2578,60.78,37.31,Brazil,49.3
Artist,Finance,Decreasing,Low,86401.44,Associate Degree,1,6128,8103,78.97,81.13,Germany,72.69
Tree surgeon,Retail,Increasing,Low,118131.31,Associate Degree,9,5074,5912,41.2,59.53,Canada,23.42
Chief Financial Officer,IT,Decreasing,Low,149703.04,Bachelor’s Degree,12,1612,7399,85.64,25.82,Brazil,46.8
Medical laboratory scientific officer,Education,Increasing,Moderate,120917.52,PhD,17,9695,6636,39.03,87.85,Brazil,43.89
"Education officer, environmental",Manufacturing,Increasing,Moderate,67875.73,Bachelor’s Degree,20,643,946,19.25,36.25,Brazil,38.53
"Social research officer, government",Healthcare,Increasing,Low,103245.02,Bachelor’s Degree,19,5089,6647,29.78,17.27,USA,57.49
"Geologist, wellsite",Manufacturing,Decreasing,High,129773.42,Associate Degree,15,6545,9778,72.03,91.77,USA,43.26
"Development worker, international aid",Education,Increasing,Low,126495.05,Master’s Degree,17,8752,316,4.7,50.82,Canada,63.76
Bonds trader,Healthcare,Increasing,Low,97870.63,PhD,1,720,8881,82.84,26.67,UK,58.33
Speech and language therapist,Entertainment,Increasing,Moderate,68280.03,Master’s Degree,0,6054,2974,57.71,79.36,India,47.2
Secondary school teacher,Transportation,Decreasing,Moderate,77724.66,Master’s Degree,16,6697,8089,99.24,30.42,India,23.26
Clinical cytogeneticist,Finance,Increasing,Moderate,40855.34,Bachelor’s Degree,8,894,7234,37.26,67.92,USA,38.35
Commercial horticulturist,Transportation,Decreasing,High,65704.46,Bachelor’s Degree,16,2842,7630,79.05,49.66,UK,46.11
"Horticulturist, amenity",Entertainment,Decreasing,High,97765.01,Bachelor’s Degree,17,5034,1159,73.71,7.85,Brazil,50.54
Dancer,Manufacturing,Decreasing,Low,129177.06,Associate Degree,16,6680,1882,62.64,90.94,Germany,70.47
Airline pilot,Education,Increasing,Low,96165.08,Master’s Degree,19,8000,6949,99.25,39.84,UK,34.84
Information officer,Education,Decreasing,High,143948.41,Master’s Degree,3,3359,7405,99.86,67.93,Australia,31.36
Fashion designer,Education,Decreasing,Moderate,59284.77,High School,20,187,8391,28.04,82.34,Brazil,61.85
Exercise physiologist,Entertainment,Decreasing,High,85242.97,Associate Degree,4,8103,8671,49.91,70.15,China,53.06
Corporate investment banker,Finance,Decreasing,Moderate,36813.81,Associate Degree,19,6151,3584,37.95,7.97,China,63.42
Higher education lecturer,Retail,Decreasing,High,34337.13,High School,1,1808,577,75.11,84.23,Canada,66.26
"Programmer, applications",Entertainment,Decreasing,Low,134049.45,Bachelor’s Degree,13,6687,1276,9.28,89.37,Brazil,40.19
Trade mark attorney,Finance,Increasing,Low,38635.22,PhD,2,3382,6434,73.3,67.6,India,59.9
"Biochemist, clinical",IT,Decreasing,Moderate,45825.3,High School,15,3585,1014,31.82,50.44,USA,42.28
Clinical psychologist,Entertainment,Decreasing,High,30353.43,PhD,19,856,7637,63.39,11.05,China,35.28
Ceramics designer,Healthcare,Decreasing,Low,37019.63,Bachelor’s Degree,13,6000,9056,30.69,97.96,Canada,37.16
Amenity horticulturist,Finance,Increasing,High,105632.39,High School,4,8785,2394,3.22,9.89,India,30.08
Pension scheme manager,Entertainment,Decreasing,Low,56427.45,Associate Degree,6,4518,7454,48.62,95.5,Brazil,66.01
Chartered accountant,Retail,Decreasing,High,83967.3,High School,0,8832,7969,99.42,43.56,UK,28.61
"Psychologist, occupational",Entertainment,Decreasing,Low,45387.98,PhD,19,2352,2231,45.38,65.17,China,54.7
"Designer, ceramics/pottery",Healthcare,Increasing,High,112459.6,PhD,4,4927,9478,10.25,71.83,USA,69.8
Television/film/video producer,Manufacturing,Decreasing,Low,43577.09,Bachelor’s Degree,12,2600,5431,93.22,64.9,Canada,67.96
Armed forces training and education officer,Finance,Increasing,High,103226.97,Bachelor’s Degree,20,6882,5523,63.96,80.82,Germany,37.39
Waste management officer,Education,Decreasing,High,53424.51,Master’s Degree,18,9815,6675,27.12,46.89,Australia,55.58
Financial planner,Entertainment,Increasing,Low,102042.01,High School,1,1835,3413,37.69,65.81,UK,67.16
Tourist information centre manager,Healthcare,Increasing,Low,109951.2,PhD,20,6620,8446,70.77,11.66,Brazil,26.35
"Biochemist, clinical",Education,Increasing,Moderate,118563.95,High School,6,803,4587,52.44,55.07,India,39.57
Biomedical engineer,Education,Increasing,High,91721.69,Associate Degree,14,4309,1216,51.06,20.3,China,45.32
Early years teacher,Retail,Increasing,High,122389.72,PhD,8,5980,2665,39.89,8.62,Canada,63.53
"Engineer, drilling",Transportation,Decreasing,Moderate,31375.55,PhD,10,507,4240,21.35,4.49,USA,61.73
Chief Operating Officer,Manufacturing,Increasing,Low,95094.42,PhD,6,7952,1437,16.32,94.38,Canada,63.96
Glass blower/designer,IT,Decreasing,Moderate,98997.94,Bachelor’s Degree,0,7980,3708,84.4,31.01,Canada,54.8
Museum education officer,Transportation,Decreasing,Low,89971.45,High School,4,3786,2962,69.06,90.6,Australia,51.17
Animator,Healthcare,Decreasing,Moderate,72627.33,PhD,16,2104,4683,12.9,56.61,India,20.42
Physiotherapist,Transportation,Increasing,High,52018.57,Master’s Degree,7,6903,7268,29.4,70.77,Canada,79.45
Horticultural consultant,Entertainment,Increasing,Moderate,87575.42,Bachelor’s Degree,0,7410,9775,36.31,19.59,Brazil,20.76
Health service manager,Entertainment,Increasing,Moderate,100958.16,High School,8,9681,396,8.69,79.09,UK,34.73
Chief Operating Officer,Transportation,Decreasing,High,73113.21,High School,15,4512,9933,29.98,33.03,USA,21.98
"Surveyor, building control",Retail,Increasing,Low,87341.35,Master’s Degree,5,5721,5552,10.33,65.85,Canada,78.48
Furniture conservator/restorer,Retail,Decreasing,High,141123.18,PhD,6,6327,7324,12.41,56.97,Germany,67.13
Adult guidance worker,Transportation,Decreasing,High,82770.18,High School,9,8565,9116,3.09,62.1,Canada,28.34
Meteorologist,Finance,Decreasing,High,94313.17,Associate Degree,14,5467,3036,76.7,47.72,China,26.57
Landscape architect,Healthcare,Decreasing,High,43966.58,High School,18,9620,7573,1.27,8.91,Germany,38.96
Chartered certified accountant,Transportation,Increasing,Moderate,144643.42,Bachelor’s Degree,5,9640,4776,24.08,39.73,India,72.25
Management consultant,Entertainment,Decreasing,Moderate,42966.12,Master’s Degree,20,6919,1235,12.05,57.8,UK,40.98
Physiotherapist,Manufacturing,Decreasing,High,107876.43,Master’s Degree,1,4962,1063,12.24,20.03,Germany,28.62
Fashion designer,Healthcare,Increasing,High,68427.45,PhD,20,6104,2882,84.89,74.65,China,73.35
Training and development officer,Education,Decreasing,Moderate,132938.16,Associate Degree,5,593,7846,56.84,2.59,Canada,56.48
Production manager,Manufacturing,Decreasing,High,107063.43,Bachelor’s Degree,8,5930,2689,20.18,20.18,USA,76.38
"Engineer, petroleum",Education,Decreasing,Low,59969.83,Bachelor’s Degree,2,6017,3175,0.23,61.98,Germany,54.68
Financial adviser,Finance,Increasing,Low,51142.65,PhD,3,3615,8092,74.8,80.61,UK,55.5
Financial risk analyst,Transportation,Increasing,Moderate,123878.04,Associate Degree,19,3873,2739,18.21,25.41,Germany,78.5
Event organiser,IT,Decreasing,Moderate,64624.44,High School,19,4076,7540,9.9,37.4,Brazil,48.21
Financial manager,Entertainment,Increasing,Low,65701.69,High School,16,6592,1272,21.49,38.46,UK,36.84
"Administrator, local government",Manufacturing,Increasing,High,48313.82,PhD,5,1097,7193,58.95,20.0,China,26.03
Television/film/video producer,Manufacturing,Decreasing,Moderate,110599.28,Associate Degree,13,4545,7838,24.97,10.61,Canada,79.78
"Loss adjuster, chartered",Manufacturing,Decreasing,High,140490.07,PhD,1,2909,8029,35.21,81.94,UK,26.42
Patent examiner,Healthcare,Increasing,Moderate,71660.9,High School,4,2479,6425,36.85,24.89,India,53.14
"Scientist, product/process development",Healthcare,Increasing,High,39638.09,PhD,14,750,1582,44.69,59.93,Australia,45.11
Sports coach,Education,Increasing,Low,78568.17,High School,10,6803,1032,81.2,95.64,Brazil,46.56
Science writer,Manufacturing,Increasing,High,77914.1,Associate Degree,18,9395,4101,79.51,94.06,Canada,46.86
Medical physicist,Entertainment,Decreasing,High,77035.98,High School,12,1427,4586,35.71,72.57,Canada,25.12
Leisure centre manager,Finance,Decreasing,Moderate,38270.3,Bachelor’s Degree,4,8135,8401,13.01,50.67,USA,40.55
Dance movement psychotherapist,Transportation,Increasing,Moderate,55409.51,Bachelor’s Degree,10,273,1939,59.53,88.35,Australia,62.35
"Engineer, civil (consulting)",Finance,Decreasing,Moderate,78126.44,High School,2,9451,4124,43.97,50.11,India,67.59
Speech and language therapist,IT,Increasing,Low,107499.77,PhD,9,6001,5838,56.76,79.33,India,20.83
Film/video editor,IT,Decreasing,Low,123199.76,PhD,3,2110,389,46.05,22.14,Germany,49.44
Minerals surveyor,Manufacturing,Decreasing,High,70681.65,Bachelor’s Degree,8,1278,109,47.38,35.88,UK,74.1
Energy engineer,Transportation,Increasing,Low,148110.9,PhD,1,7784,1630,7.55,16.42,Australia,33.33
Intelligence analyst,Education,Increasing,Moderate,83511.32,Associate Degree,18,623,976,36.33,24.35,USA,42.17
Catering manager,Healthcare,Decreasing,High,40472.49,Bachelor’s Degree,12,2374,9105,74.12,25.82,India,65.14
Banker,Entertainment,Increasing,Low,77043.11,Associate Degree,9,3882,6267,45.43,49.58,Brazil,74.52
Professor Emeritus,Manufacturing,Increasing,Low,144648.24,PhD,16,8208,3879,86.5,53.23,Australia,41.01
Secretary/administrator,Education,Increasing,High,98463.24,Master’s Degree,20,219,9351,70.43,48.64,Australia,78.1
Rural practice surveyor,Retail,Increasing,Moderate,106781.6,PhD,10,5964,7519,18.52,44.63,Germany,58.12
Garment/textile technologist,Finance,Decreasing,Low,103526.54,Master’s Degree,11,474,5485,28.0,93.93,USA,33.99
"Conservation officer, nature",Education,Decreasing,Moderate,95327.0,Associate Degree,0,6132,545,95.57,83.2,USA,24.48
Science writer,Manufacturing,Decreasing,High,145201.03,PhD,17,8580,690,21.71,55.75,Australia,40.92
Advertising art director,Retail,Increasing,Moderate,133873.46,Master’s Degree,20,126,4478,48.6,21.84,Canada,21.75
Metallurgist,Healthcare,Increasing,High,47390.27,High School,10,2475,2228,54.44,47.02,Canada,77.11
"Teacher, English as a foreign language",Retail,Decreasing,High,140410.81,Associate Degree,13,4667,3073,17.53,90.25,Australia,75.21
"Surveyor, planning and development",Education,Decreasing,High,48916.61,Bachelor’s Degree,4,8243,8669,29.58,4.53,USA,56.69
Historic buildings inspector/conservation officer,Retail,Increasing,Moderate,47949.91,Bachelor’s Degree,18,8283,5074,34.54,27.35,Germany,40.93
Theatre manager,Healthcare,Increasing,Low,59134.67,High School,20,9875,5596,60.87,42.45,Canada,27.47
"Psychologist, educational",Manufacturing,Increasing,Moderate,59209.79,PhD,0,4071,4123,37.43,41.19,China,38.14
Publishing rights manager,Entertainment,Decreasing,Low,143649.73,Associate Degree,5,5882,765,75.48,16.4,USA,69.67
Television production assistant,Manufacturing,Decreasing,Moderate,123335.84,Master’s Degree,17,3799,5331,11.48,12.18,Canada,47.94
Public relations account executive,Finance,Decreasing,High,96474.52,High School,1,630,3294,54.61,33.13,Germany,75.92
Gaffer,Transportation,Decreasing,Moderate,55775.48,Bachelor’s Degree,2,1703,9351,47.25,41.04,UK,73.31
Psychiatrist,Transportation,Decreasing,Moderate,110804.7,High School,20,7372,4556,34.35,12.15,Australia,24.0
Estate agent,Manufacturing,Increasing,Moderate,105960.79,PhD,19,9005,3252,7.04,92.71,Australia,55.24
Bookseller,Education,Decreasing,High,69408.47,Associate Degree,14,5479,5478,20.92,46.88,UK,54.95
Printmaker,IT,Increasing,Moderate,137602.95,High School,6,1355,3736,9.17,27.76,UK,21.01
IT technical support officer,Retail,Decreasing,Moderate,71546.56,Associate Degree,9,2873,2281,10.24,84.02,Australia,59.21
Private music teacher,Entertainment,Decreasing,High,47826.64,PhD,1,8470,376,89.81,43.87,Canada,67.47
Cabin crew,Healthcare,Decreasing,High,114805.18,PhD,3,3781,6917,89.74,77.04,China,47.94
"Editor, magazine features",Retail,Decreasing,Low,63940.74,PhD,20,4743,1116,26.19,28.22,China,54.81
Physiotherapist,Education,Decreasing,Low,52313.88,Associate Degree,13,6968,1072,84.94,68.11,Australia,30.99
Database administrator,Education,Decreasing,Low,93408.97,High School,8,1355,9479,2.75,93.54,UK,68.44
Technical author,IT,Increasing,Moderate,96512.25,High School,19,6427,7391,92.54,7.82,USA,70.35
Textile designer,Manufacturing,Decreasing,Low,127252.04,Associate Degree,14,7355,3958,47.02,80.05,China,23.56
Haematologist,Manufacturing,Increasing,Low,89811.4,PhD,2,3910,2375,6.71,42.99,UK,35.6
Industrial/product designer,Entertainment,Increasing,Low,59606.08,PhD,7,8492,8532,18.25,61.86,Australia,36.24
Statistician,Entertainment,Decreasing,High,114489.88,Bachelor’s Degree,10,4629,539,32.73,81.09,Germany,58.62
"Nurse, learning disability",Transportation,Increasing,Low,32959.22,PhD,1,745,8441,18.35,94.28,China,47.05
Broadcast presenter,Entertainment,Increasing,Moderate,51087.57,High School,0,8023,4749,86.24,12.34,China,70.82
Ergonomist,Transportation,Decreasing,Low,120441.75,Associate Degree,13,2192,2906,23.79,67.26,Canada,64.65
"Solicitor, Scotland",Manufacturing,Increasing,Moderate,87611.01,High School,1,5307,3343,82.48,1.16,Brazil,71.13
"Scientist, physiological",Manufacturing,Decreasing,Low,144190.14,Bachelor’s Degree,9,1584,6173,55.34,70.22,USA,27.45
Publishing rights manager,Entertainment,Decreasing,Moderate,89585.88,High School,7,1254,6602,18.06,73.77,India,27.49
"Research officer, government",Healthcare,Increasing,High,133119.28,Associate Degree,15,9676,2125,56.66,51.87,UK,59.5
Amenity horticulturist,Transportation,Decreasing,High,117648.47,PhD,8,244,4067,5.44,82.0,Australia,71.5
"Scientist, research (medical)",Entertainment,Increasing,High,137943.63,Bachelor’s Degree,9,3324,4705,53.18,60.72,India,78.61
Training and development officer,Education,Decreasing,Low,67454.33,PhD,1,2415,5303,9.72,8.86,UK,25.48
Applications developer,Manufacturing,Decreasing,High,101815.48,Bachelor’s Degree,19,9345,4093,26.93,37.7,China,55.79
Chief Operating Officer,Transportation,Increasing,Moderate,135729.51,High School,0,7842,318,13.38,72.46,India,42.33
Commissioning editor,Retail,Decreasing,Low,85923.11,PhD,12,5052,8981,63.0,59.06,USA,21.19
"Embryologist, clinical",Manufacturing,Increasing,Low,80216.38,Associate Degree,10,986,9955,45.19,87.64,UK,48.09
Pensions consultant,Entertainment,Increasing,Low,81305.17,High School,17,5534,8523,34.58,4.08,Australia,23.63
"Surveyor, building",Education,Decreasing,Low,127515.73,PhD,17,3908,9219,43.33,85.04,USA,75.9
Materials engineer,Retail,Increasing,Low,129356.42,Bachelor’s Degree,13,5167,6853,58.67,53.77,Australia,38.8
Medical secretary,Education,Decreasing,High,79600.58,Bachelor’s Degree,5,1727,2158,53.5,99.86,UK,64.95
Clothing/textile technologist,Healthcare,Increasing,Low,123424.38,PhD,11,8485,6366,37.43,39.39,UK,72.88
Public relations officer,Transportation,Increasing,Low,83165.84,Bachelor’s Degree,9,2197,2396,17.51,53.29,UK,56.06
"Teacher, English as a foreign language",Retail,Decreasing,Moderate,72885.51,Associate Degree,11,7349,1022,16.06,94.11,Brazil,72.37
Restaurant manager,Healthcare,Decreasing,Low,108100.68,Bachelor’s Degree,19,2199,6091,32.02,76.68,India,54.63
Medical technical officer,Healthcare,Decreasing,High,90648.37,PhD,5,1421,9541,40.02,14.29,China,79.91
Herpetologist,Transportation,Increasing,Moderate,127552.38,High School,1,9652,5954,47.75,2.81,UK,23.81
Water quality scientist,Healthcare,Increasing,Moderate,107357.19,High School,11,8165,6521,51.53,30.71,UK,57.11
Diagnostic radiographer,Education,Decreasing,High,102906.71,PhD,10,705,2425,37.92,3.1,Brazil,28.31
Water quality scientist,Transportation,Decreasing,High,78423.65,Associate Degree,13,8977,9686,15.56,74.13,China,41.56
Insurance account manager,Manufacturing,Decreasing,Low,75360.2,High School,20,2746,5623,11.4,15.83,India,52.21
Research scientist (medical),Education,Increasing,Low,78586.62,Bachelor’s Degree,4,7239,5335,58.46,76.03,Germany,77.5
"Production assistant, television",Education,Increasing,Low,85889.6,Bachelor’s Degree,8,5167,2882,47.21,86.8,USA,72.24
Health and safety adviser,IT,Increasing,High,33157.15,Master’s Degree,4,7382,2436,90.02,13.66,Australia,79.62
Illustrator,Transportation,Increasing,Moderate,57798.62,Associate Degree,7,9318,6787,38.27,11.49,India,37.2
Trade union research officer,Finance,Decreasing,Low,87158.82,PhD,14,3294,391,52.79,2.3,China,50.6
Hydrographic surveyor,Education,Increasing,Moderate,134706.12,High School,6,1637,3244,51.33,2.06,Brazil,63.95
"Programme researcher, broadcasting/film/video",Healthcare,Decreasing,Moderate,137688.72,PhD,11,3403,9505,88.18,94.43,China,65.32
Wellsite geologist,Manufacturing,Increasing,Moderate,136731.37,Master’s Degree,11,8029,6729,58.67,91.77,Brazil,53.77
Investment analyst,IT,Decreasing,High,121112.98,Bachelor’s Degree,1,5041,1242,61.09,57.17,UK,20.86
Field trials officer,Retail,Increasing,High,105132.84,Master’s Degree,2,2824,2980,30.97,54.36,China,41.94
Civil Service fast streamer,Retail,Increasing,Low,42543.9,Associate Degree,11,6098,4562,99.52,80.76,Canada,68.94
"Accountant, chartered public finance",Finance,Decreasing,Low,53677.89,PhD,13,1663,767,41.14,73.41,Australia,79.62
Archaeologist,Retail,Increasing,Low,86416.55,Master’s Degree,19,5037,6534,29.94,72.3,China,74.09
Learning disability nurse,Finance,Increasing,Moderate,58277.88,Associate Degree,8,8046,2055,42.14,54.29,India,31.48
Water engineer,Entertainment,Decreasing,Moderate,33845.12,High School,18,8021,5141,38.5,86.76,Brazil,37.91
"Engineer, site",Healthcare,Increasing,Low,73933.9,High School,17,4536,4772,83.38,28.91,India,23.23
Careers information officer,Transportation,Increasing,Moderate,82858.7,Bachelor’s Degree,5,659,2141,92.79,5.15,China,74.03
Brewing technologist,Transportation,Increasing,High,147128.77,Master’s Degree,19,5355,6413,78.91,18.3,Brazil,27.26
Civil Service fast streamer,Retail,Decreasing,Low,139026.31,PhD,16,716,8051,61.29,39.56,India,36.03
Transport planner,Manufacturing,Increasing,Moderate,102523.89,Bachelor’s Degree,8,7466,2224,52.79,25.61,USA,72.74
Applications developer,Retail,Increasing,Moderate,42017.83,PhD,15,5058,3428,91.19,81.88,India,57.89
"Development worker, community",Manufacturing,Increasing,Low,140389.49,Bachelor’s Degree,19,7768,2735,0.85,70.57,Germany,46.72
Graphic designer,Retail,Increasing,High,103662.86,PhD,16,7523,6944,47.39,80.02,Brazil,37.87
"Administrator, sports",IT,Decreasing,Moderate,64844.54,Associate Degree,0,6588,9514,13.02,92.09,USA,44.84
Chief Strategy Officer,Entertainment,Decreasing,Moderate,128502.77,PhD,2,9050,9940,74.18,15.08,Germany,75.45
Regulatory affairs officer,Education,Increasing,Moderate,108783.58,High School,9,8934,8444,46.61,49.74,USA,20.72
"Teacher, special educational needs",Manufacturing,Decreasing,High,74652.32,Associate Degree,1,5697,1043,35.89,88.64,China,31.81
Drilling engineer,Retail,Decreasing,Low,124589.87,High School,1,8838,8034,81.52,53.3,Canada,55.03
"Designer, textile",Healthcare,Increasing,Low,58045.53,PhD,3,264,489,80.18,53.94,China,43.02
Data scientist,Entertainment,Decreasing,Low,119626.28,Associate Degree,11,2907,8754,40.36,87.0,Brazil,50.93
"Designer, blown glass/stained glass",Manufacturing,Increasing,Moderate,46086.16,Associate Degree,19,8612,4718,36.4,50.11,India,50.91
"Administrator, education",Retail,Increasing,Low,109892.66,Master’s Degree,19,2926,6095,34.6,21.65,China,32.98
Database administrator,Entertainment,Increasing,High,126619.61,Master’s Degree,0,3562,9416,2.75,35.41,UK,60.42
Personal assistant,Entertainment,Increasing,Moderate,30370.94,PhD,16,9573,7700,33.38,43.1,China,35.23
Optometrist,Finance,Increasing,Moderate,63320.87,Master’s Degree,10,6781,4901,6.18,43.74,UK,35.25
Automotive engineer,Entertainment,Increasing,High,146442.68,Master’s Degree,13,5568,2957,44.11,33.91,Canada,76.65
Publishing copy,Education,Decreasing,High,97371.58,Associate Degree,14,8671,5282,4.77,53.31,UK,44.04
Colour technologist,Retail,Increasing,Moderate,139046.19,PhD,1,5477,5670,66.8,66.86,China,21.96
Materials engineer,Finance,Increasing,Moderate,119285.67,Master’s Degree,19,3614,1085,47.37,66.7,UK,53.88
Geochemist,Healthcare,Increasing,Low,139757.91,Master’s Degree,5,7402,855,66.76,16.88,Germany,46.67
"Designer, jewellery",IT,Increasing,Low,112151.89,PhD,16,5850,4092,16.11,20.78,USA,64.11
Training and development officer,Manufacturing,Decreasing,Moderate,147897.43,High School,0,694,9687,13.09,96.79,India,35.36
Fitness centre manager,Transportation,Decreasing,High,74008.39,Bachelor’s Degree,7,5452,2668,46.31,99.46,UK,69.29
Chief Strategy Officer,Transportation,Decreasing,High,55492.82,Master’s Degree,2,167,1722,15.96,39.67,UK,71.5
Architectural technologist,Transportation,Increasing,Low,124959.09,Bachelor’s Degree,5,1269,4289,32.4,80.84,Germany,65.74
Clinical research associate,Transportation,Decreasing,High,121067.0,PhD,7,3948,4132,61.27,38.16,UK,75.23
Print production planner,Finance,Increasing,Moderate,132821.16,Master’s Degree,0,4888,4923,90.67,10.93,China,79.65
Glass blower/designer,Finance,Increasing,High,33273.03,Associate Degree,11,5280,5443,4.8,86.49,India,41.66
"Pharmacist, community",Manufacturing,Increasing,High,73257.82,Bachelor’s Degree,9,5527,7781,91.87,16.59,UK,40.14
IT technical support officer,Education,Increasing,High,81440.04,Associate Degree,10,6340,8202,29.88,47.21,USA,22.68
Drilling engineer,Transportation,Decreasing,Low,60493.05,High School,15,7868,3187,63.36,53.78,India,59.06
Private music teacher,Retail,Decreasing,Moderate,141793.16,PhD,18,7191,1200,58.83,75.4,USA,57.67
"Psychotherapist, dance movement",Manufacturing,Increasing,Moderate,128716.71,Associate Degree,18,6303,5461,27.99,65.22,Canada,31.67
Community arts worker,Retail,Increasing,Low,41947.36,Bachelor’s Degree,4,4614,1567,48.03,30.95,India,64.76
"Pharmacist, community",Entertainment,Decreasing,Low,123443.83,Associate Degree,5,7047,2681,85.28,18.66,Canada,33.33
Microbiologist,Retail,Increasing,High,101578.44,Bachelor’s Degree,5,6923,6440,41.1,60.03,Germany,36.84
"Designer, multimedia",Manufacturing,Decreasing,High,144420.43,Master’s Degree,20,1732,5983,88.96,56.51,UK,70.89
Marine scientist,Finance,Decreasing,High,46334.02,PhD,1,9609,5057,48.4,7.23,UK,37.1
Local government officer,Entertainment,Decreasing,High,63169.59,High School,1,7565,8577,71.82,73.3,China,54.66
Civil Service administrator,Healthcare,Decreasing,Moderate,38820.13,High School,12,5833,841,47.87,35.08,UK,53.85
"Doctor, hospital",Finance,Increasing,Moderate,98316.29,Master’s Degree,20,9979,3585,93.83,76.33,Australia,38.9
Automotive engineer,Education,Increasing,Low,92685.64,High School,7,9277,5585,81.69,45.01,Brazil,45.57
Public librarian,Transportation,Increasing,High,108269.01,Associate Degree,7,6814,8712,67.39,13.0,Canada,71.64
Theatre manager,Finance,Decreasing,Moderate,66806.68,Associate Degree,15,9050,7835,1.5,47.12,Germany,33.51
Fisheries officer,Transportation,Decreasing,Moderate,90970.52,High School,7,5380,9200,99.51,68.8,Brazil,74.9
Historic buildings inspector/conservation officer,Finance,Decreasing,Moderate,142862.27,High School,14,9710,4544,61.29,5.23,China,72.47
Manufacturing engineer,Manufacturing,Increasing,Low,110247.99,PhD,15,587,4384,53.53,20.23,USA,64.14
Building surveyor,Healthcare,Increasing,High,113975.74,High School,7,2065,2211,41.76,7.73,India,78.82
Engineering geologist,Education,Increasing,High,64586.29,Bachelor’s Degree,0,7944,6512,29.41,84.61,India,22.82
"Doctor, general practice",Finance,Increasing,High,149087.49,PhD,2,8251,2726,23.3,4.67,Canada,71.64
Musician,Finance,Decreasing,Moderate,108319.66,PhD,15,9895,5880,61.66,61.98,Australia,75.77
Diagnostic radiographer,Retail,Decreasing,High,92695.38,Bachelor’s Degree,4,6759,8987,50.84,66.07,Brazil,41.01
"Designer, multimedia",Entertainment,Decreasing,Low,32682.58,Master’s Degree,1,8506,2753,57.05,71.08,UK,55.23
Illustrator,Transportation,Decreasing,Low,41217.34,Master’s Degree,12,1075,309,65.7,58.94,USA,76.65
Trade union research officer,Education,Increasing,Moderate,149303.21,Bachelor’s Degree,8,6866,3658,19.88,56.66,UK,70.28
Chief Technology Officer,Education,Increasing,High,122666.52,Associate Degree,18,3830,1894,52.35,52.97,UK,74.3
"Nurse, children's",Transportation,Decreasing,High,106899.65,High School,17,6678,8121,65.95,92.77,China,36.52
Agricultural engineer,Education,Decreasing,Low,133454.85,Master’s Degree,11,5784,2215,18.92,93.35,Brazil,68.3
Video editor,Entertainment,Increasing,High,69612.39,Bachelor’s Degree,19,2734,6390,34.83,37.9,Germany,24.89
Early years teacher,Transportation,Increasing,Moderate,73428.5,High School,1,4221,504,83.97,62.4,Germany,57.56
Animator,Retail,Increasing,Moderate,35947.76,PhD,14,1977,5854,58.81,50.77,USA,31.66
Haematologist,Manufacturing,Increasing,High,99965.81,Associate Degree,10,7111,3352,22.68,85.51,Germany,70.87
Pathologist,Manufacturing,Decreasing,Low,61925.57,PhD,20,148,6732,32.35,22.63,UK,24.02
"Nurse, children's",IT,Increasing,Moderate,95885.35,PhD,4,4737,1811,33.62,67.2,Australia,77.71
Sub,Education,Decreasing,Low,45557.01,Bachelor’s Degree,20,6382,1707,51.99,89.83,China,34.82
"Librarian, academic",Education,Increasing,High,145545.88,High School,6,223,3523,64.96,61.12,India,60.52
Estate agent,Transportation,Increasing,High,55129.24,Master’s Degree,12,4949,9632,48.94,78.33,USA,70.68
"Editor, magazine features",Finance,Decreasing,Low,126207.99,Master’s Degree,9,7226,6225,92.4,50.86,Australia,69.32
Volunteer coordinator,Retail,Increasing,Low,79227.38,Associate Degree,20,5265,3742,26.43,4.09,UK,72.92
Government social research officer,Transportation,Decreasing,Moderate,32959.98,PhD,16,1700,3843,56.96,38.78,USA,33.95
"Engineer, drilling",Education,Decreasing,Low,93788.69,Master’s Degree,18,6669,5420,79.18,3.96,Canada,64.02
"Therapist, nutritional",Healthcare,Decreasing,Low,138598.04,High School,17,3902,6010,69.52,77.86,Brazil,27.08
Clinical psychologist,Entertainment,Increasing,Moderate,120804.78,PhD,16,4502,6192,94.13,31.14,Canada,47.21
"Doctor, hospital",Manufacturing,Decreasing,Moderate,45450.5,High School,14,6587,3182,1.26,93.34,USA,32.2
Facilities manager,Manufacturing,Decreasing,Low,95416.4,Associate Degree,9,3113,2747,16.08,36.28,Australia,27.85
Press sub,Retail,Increasing,High,140341.7,Associate Degree,13,145,4192,95.64,54.77,USA,75.12
Tax inspector,Education,Decreasing,Moderate,77211.45,High School,18,7659,3959,36.73,70.71,Brazil,22.22
Retail merchandiser,Healthcare,Decreasing,High,122096.37,Associate Degree,17,8064,4536,28.95,45.6,Germany,58.97
Drilling engineer,Retail,Increasing,Low,38570.57,Master’s Degree,13,592,5214,84.26,44.45,India,59.49
Educational psychologist,Healthcare,Increasing,Moderate,96442.82,PhD,16,8385,7810,46.7,19.06,UK,49.75
"Copywriter, advertising",Healthcare,Increasing,High,71213.4,Associate Degree,7,8790,5693,58.74,84.57,Germany,58.95
Horticultural consultant,Education,Decreasing,Low,120615.45,PhD,14,3215,2205,68.52,96.08,USA,77.54
Publishing rights manager,IT,Decreasing,Moderate,117198.68,Associate Degree,18,9288,3243,23.18,60.38,Australia,39.16
Trade union research officer,Transportation,Increasing,Low,89117.28,Bachelor’s Degree,7,985,4116,99.0,98.89,UK,50.33
Equities trader,Transportation,Decreasing,Moderate,65424.55,Associate Degree,1,8065,1946,15.01,46.71,UK,26.24
Electrical engineer,Education,Increasing,Low,46354.71,Bachelor’s Degree,2,6218,6178,11.06,37.09,Australia,54.24
"Engineer, electrical",Entertainment,Decreasing,High,124917.95,Master’s Degree,0,3849,452,63.46,6.35,USA,70.54
Sub,Retail,Increasing,High,37121.27,High School,1,6505,5250,50.98,6.13,Germany,65.15
"Engineer, energy",Entertainment,Decreasing,High,124495.04,Bachelor’s Degree,0,1107,7373,72.52,61.2,Canada,64.92
"Accountant, chartered management",Retail,Decreasing,Moderate,115040.55,Bachelor’s Degree,19,6161,3272,2.58,69.95,Canada,47.05
Solicitor,Education,Decreasing,High,97019.45,High School,1,6311,1476,14.66,32.31,Australia,44.42
"Designer, fashion/clothing",Finance,Increasing,High,115535.46,High School,11,9597,1239,62.47,75.09,Brazil,37.98
Surgeon,Retail,Increasing,Moderate,51020.54,Associate Degree,7,819,481,35.97,7.27,Canada,47.6
Medical sales representative,Manufacturing,Decreasing,Moderate,47104.17,Bachelor’s Degree,15,9173,3646,30.68,20.31,USA,26.61
"Pharmacist, community",Transportation,Increasing,Moderate,108066.83,Master’s Degree,9,4497,5389,77.75,77.75,Australia,20.2
"Surveyor, planning and development",Finance,Decreasing,High,38607.28,Bachelor’s Degree,18,9193,2057,36.8,18.61,UK,54.04
"Runner, broadcasting/film/video",Entertainment,Decreasing,Low,35699.54,Associate Degree,2,7318,4238,40.17,63.05,Australia,39.66
"Surveyor, insurance",Finance,Increasing,High,44738.97,Bachelor’s Degree,4,9061,7695,99.86,87.82,Canada,61.03
"Accountant, chartered certified",Transportation,Decreasing,Low,47194.27,Bachelor’s Degree,1,7103,6798,6.72,11.56,China,37.46
Arboriculturist,Entertainment,Decreasing,High,148387.86,Associate Degree,4,3362,3458,96.03,25.31,Brazil,46.77
Tax inspector,Finance,Decreasing,High,40961.32,Bachelor’s Degree,14,2530,8057,11.6,93.22,UK,59.04
Chartered public finance accountant,Retail,Increasing,Low,132382.01,PhD,12,5656,8377,36.3,66.4,Brazil,54.56
Research scientist (maths),Finance,Increasing,Low,50390.6,High School,6,4941,1773,36.92,98.83,USA,22.64
Exercise physiologist,IT,Decreasing,Low,139663.67,Associate Degree,6,8554,6873,87.55,87.13,Australia,78.24
Intelligence analyst,IT,Decreasing,High,79673.5,Master’s Degree,18,5631,7853,14.74,81.9,Germany,66.1
Private music teacher,Entertainment,Decreasing,Low,35480.06,Master’s Degree,11,5179,4334,3.95,98.43,China,45.2
Magazine journalist,Retail,Increasing,Low,135412.23,High School,4,1960,2730,12.8,45.67,Germany,60.91
Materials engineer,Healthcare,Decreasing,Low,97788.89,Bachelor’s Degree,13,7287,1966,15.27,6.29,Germany,43.36
Forest/woodland manager,Entertainment,Increasing,Moderate,40388.95,Bachelor’s Degree,4,7834,307,99.74,53.57,UK,41.47
"Geologist, wellsite",Manufacturing,Decreasing,Moderate,115176.33,PhD,0,9878,5170,2.58,11.67,China,58.97
"Surveyor, rural practice",Retail,Decreasing,Moderate,48038.26,PhD,12,4953,5468,9.71,3.08,Canada,51.78
"Nurse, mental health",Finance,Decreasing,Low,44184.63,Associate Degree,18,9216,9796,38.32,90.17,USA,78.83
Charity fundraiser,Transportation,Decreasing,Moderate,66429.22,Bachelor’s Degree,18,9081,7762,72.6,40.44,India,64.38
"Education officer, environmental",Finance,Increasing,High,60042.6,Associate Degree,16,9443,8919,14.85,99.67,Germany,34.49
Special educational needs teacher,Entertainment,Increasing,Low,107787.76,High School,16,9032,6624,85.76,47.08,UK,62.59
"Physicist, medical",Manufacturing,Increasing,High,87332.04,Associate Degree,11,1858,9639,17.13,53.19,Australia,61.81
"Development worker, community",Education,Increasing,High,78394.49,Master’s Degree,8,3794,8686,53.28,28.95,Germany,62.72
Publishing copy,Manufacturing,Increasing,Low,80823.47,Associate Degree,16,5415,6361,78.28,23.74,USA,61.05
Government social research officer,Entertainment,Increasing,Moderate,91870.55,Associate Degree,14,3744,6320,96.96,18.9,UK,73.91
Cartographer,Entertainment,Decreasing,High,126585.09,PhD,8,6362,1451,12.16,81.28,USA,26.88
Politician's assistant,Finance,Increasing,Low,64057.11,Master’s Degree,19,4677,9784,4.48,55.32,Australia,56.0
Engineering geologist,Finance,Decreasing,Low,104948.14,Master’s Degree,17,320,449,10.82,70.34,Australia,53.17
Theatre stage manager,Retail,Decreasing,Low,102392.52,Master’s Degree,9,8490,5722,86.49,63.29,Australia,67.68
Land/geomatics surveyor,Education,Decreasing,Moderate,107920.4,High School,12,7245,8723,35.29,34.65,Germany,29.74
"Teacher, special educational needs",IT,Increasing,High,53648.92,Master’s Degree,7,6321,301,91.89,99.9,India,59.54
Regulatory affairs officer,Healthcare,Decreasing,High,73429.19,Associate Degree,20,7325,9070,53.78,87.2,India,43.37
"Engineer, control and instrumentation",Finance,Increasing,Moderate,45541.54,Bachelor’s Degree,12,2686,4028,44.49,83.24,China,51.72
"Engineer, manufacturing",Education,Decreasing,Low,92145.49,Bachelor’s Degree,11,2688,2869,37.97,86.26,Brazil,74.77
"Editor, commissioning",Manufacturing,Decreasing,Moderate,131146.77,High School,18,315,8224,90.72,33.57,Germany,54.74
"Surveyor, minerals",Education,Increasing,High,34141.53,PhD,9,8300,5825,72.39,92.12,Germany,69.28
Microbiologist,Transportation,Decreasing,Moderate,100426.79,PhD,16,286,6997,90.36,36.15,USA,70.19
"Designer, industrial/product",Transportation,Decreasing,Low,74788.73,High School,14,3443,6214,87.16,46.93,Germany,62.38
English as a foreign language teacher,Finance,Decreasing,Moderate,128906.71,Associate Degree,14,9584,4486,83.46,67.77,China,74.67
Regulatory affairs officer,Transportation,Decreasing,High,41213.41,Bachelor’s Degree,16,207,8753,24.01,1.68,Australia,46.14
Legal secretary,Entertainment,Decreasing,Low,91512.35,High School,11,9536,6056,19.82,30.46,Germany,76.93
Medical laboratory scientific officer,Finance,Decreasing,Moderate,138245.79,Master’s Degree,6,8268,3838,42.12,1.4,Australia,75.35
"Exhibitions officer, museum/gallery",Entertainment,Decreasing,Moderate,67362.04,PhD,3,3317,5649,98.71,57.31,Germany,26.24
Pharmacologist,Manufacturing,Increasing,Low,146492.66,PhD,3,5103,5289,54.74,4.41,Germany,78.77
Recycling officer,IT,Decreasing,Moderate,101493.0,PhD,9,983,7982,51.77,98.9,India,49.42
Arts development officer,Finance,Decreasing,High,140699.41,PhD,13,1795,2992,47.85,87.8,Brazil,35.73
Archivist,Finance,Increasing,Low,140467.06,Master’s Degree,9,7391,9077,42.73,99.06,Canada,27.23
"Lecturer, further education",Manufacturing,Decreasing,High,124307.0,Bachelor’s Degree,13,1703,3255,95.07,39.24,USA,54.28
"Administrator, charities/voluntary organisations",Education,Increasing,Low,38410.65,Master’s Degree,17,5636,4615,97.08,64.36,China,38.25
Arboriculturist,IT,Increasing,Low,129405.19,High School,14,7490,176,78.74,69.92,Canada,39.24
Medical technical officer,Education,Decreasing,High,101728.38,Master’s Degree,16,3708,9982,13.58,25.52,Brazil,72.41
International aid/development worker,Healthcare,Increasing,Moderate,148173.0,High School,6,2647,832,16.88,8.3,UK,50.34
IT consultant,Healthcare,Increasing,Moderate,36699.11,Master’s Degree,15,996,5201,27.63,58.68,Australia,79.54
Dealer,Transportation,Increasing,Low,128285.25,Associate Degree,18,5973,4987,95.04,49.73,Canada,72.54
Proofreader,Manufacturing,Increasing,Moderate,32464.76,Bachelor’s Degree,13,6158,7929,80.6,67.14,Germany,59.61
Nutritional therapist,Education,Increasing,Low,114740.46,Associate Degree,15,1342,7230,38.62,91.86,Canada,41.49
Television floor manager,Education,Decreasing,High,134715.89,Associate Degree,6,1165,6309,66.14,79.03,Australia,52.87
Stage manager,Healthcare,Decreasing,Moderate,76265.39,Associate Degree,12,3406,7779,4.68,97.19,USA,22.39
"Development worker, community",Entertainment,Increasing,Moderate,60845.77,Associate Degree,18,1107,2840,29.14,14.6,India,67.74
Biomedical scientist,Healthcare,Decreasing,Moderate,53259.2,PhD,18,7886,5658,75.51,67.29,China,39.88
"Scientist, research (life sciences)",Education,Increasing,High,31092.26,Bachelor’s Degree,5,6235,530,11.04,2.05,USA,77.29
"Psychologist, prison and probation services",IT,Decreasing,Moderate,94435.29,High School,14,3972,8485,21.79,18.32,Canada,57.96
"Designer, jewellery",Education,Decreasing,Low,89225.38,High School,2,7372,3345,77.96,33.02,USA,33.8
"Designer, ceramics/pottery",Healthcare,Decreasing,Moderate,63514.02,High School,7,1996,933,69.1,57.97,Germany,40.49
Set designer,Retail,Increasing,Low,72650.41,Associate Degree,2,144,4880,46.78,68.52,USA,23.92
Recycling officer,Education,Decreasing,Low,41053.81,Associate Degree,5,3156,9825,85.08,60.18,UK,28.0
"Teacher, music",IT,Decreasing,High,147408.09,Master’s Degree,5,9729,6424,76.91,49.23,Canada,41.8
"Surveyor, building",Manufacturing,Decreasing,High,46849.73,Associate Degree,9,9904,8047,70.79,82.36,Australia,50.9
Horticultural consultant,Retail,Decreasing,High,94286.38,PhD,16,7811,9888,25.62,9.5,Brazil,76.9
"Engineer, broadcasting (operations)",Education,Decreasing,High,80433.49,Master’s Degree,14,4087,6012,42.22,59.45,China,32.27
Acupuncturist,Entertainment,Increasing,Moderate,86544.35,PhD,7,7738,7101,57.11,41.26,India,43.98
Teaching laboratory technician,Manufacturing,Increasing,High,88950.64,Associate Degree,17,2766,9851,66.66,88.95,Germany,22.34
Sports therapist,Education,Increasing,High,106774.29,Associate Degree,12,5950,1372,52.22,90.34,Canada,20.69
Armed forces training and education officer,Education,Increasing,Low,115653.48,PhD,2,1216,3823,50.45,50.93,USA,42.47
Hospital doctor,Healthcare,Decreasing,Low,34512.11,Bachelor’s Degree,14,548,9875,51.53,18.08,UK,66.48
Food technologist,Manufacturing,Decreasing,Moderate,122624.28,Bachelor’s Degree,3,5713,9643,59.2,15.73,Brazil,24.62
Theatre director,IT,Decreasing,Low,133528.54,Master’s Degree,11,2483,4391,76.98,3.05,UK,54.31
Emergency planning/management officer,Finance,Decreasing,High,67003.43,Bachelor’s Degree,13,4475,7849,59.45,44.1,USA,59.4
Patent examiner,Education,Increasing,Moderate,135143.81,Bachelor’s Degree,20,5664,5257,13.95,1.98,China,32.46
Volunteer coordinator,Finance,Decreasing,Low,50990.23,Associate Degree,11,6318,9078,1.93,2.95,China,39.19
"Lecturer, higher education",Finance,Decreasing,Moderate,55753.56,Bachelor’s Degree,11,5458,4522,50.07,22.4,Germany,75.16
Geophysicist/field seismologist,Entertainment,Decreasing,Moderate,98926.63,High School,10,1424,6282,22.92,33.91,Germany,76.44
"Production assistant, radio",Retail,Increasing,Moderate,134117.17,Bachelor’s Degree,11,872,4656,81.99,72.53,UK,52.77
Orthoptist,Entertainment,Increasing,High,133739.17,Master’s Degree,18,5125,2237,68.35,19.24,UK,37.28
Environmental consultant,IT,Decreasing,High,82506.85,Master’s Degree,11,6799,1224,95.04,55.09,Canada,29.77
Animal nutritionist,Entertainment,Decreasing,Low,66862.96,Master’s Degree,9,9210,8977,88.87,50.51,Australia,47.21
Best boy,Healthcare,Increasing,Moderate,99085.69,Bachelor’s Degree,17,2307,3934,52.59,79.46,USA,58.8
Dietitian,Finance,Decreasing,Low,44387.14,Master’s Degree,11,6686,6525,26.42,73.48,Canada,27.38
Local government officer,Finance,Increasing,High,96192.23,High School,3,9832,707,54.38,43.31,Australia,40.23
Pharmacologist,Healthcare,Increasing,Low,84002.32,PhD,11,3089,8581,93.1,12.84,China,56.94
Commercial horticulturist,Finance,Decreasing,Moderate,81790.56,Bachelor’s Degree,19,1563,152,24.27,21.37,USA,56.6
"Editor, film/video",Retail,Decreasing,High,31803.49,High School,9,3949,8324,74.55,6.83,China,51.18
Osteopath,Transportation,Increasing,Low,89386.88,Associate Degree,17,5672,6790,67.73,58.7,India,34.96
Database administrator,Transportation,Increasing,Moderate,39877.18,PhD,14,6426,5782,78.16,98.03,Brazil,41.74
Corporate investment banker,Healthcare,Increasing,Moderate,39833.07,Associate Degree,18,5652,5464,4.99,60.39,Canada,42.11
Clinical biochemist,Education,Decreasing,High,87714.54,Bachelor’s Degree,11,5739,8186,75.52,52.31,Canada,43.29
"Embryologist, clinical",Education,Increasing,Moderate,75393.98,Associate Degree,19,9533,6321,40.94,29.97,USA,41.17
Youth worker,Entertainment,Decreasing,Low,74643.39,High School,2,3773,606,91.25,76.63,Canada,50.32
Chiropractor,Education,Increasing,High,52024.78,Associate Degree,7,8460,658,67.74,96.89,Canada,55.65
Sports therapist,Retail,Decreasing,Moderate,32315.69,Bachelor’s Degree,17,3656,8283,89.04,39.17,Germany,29.18
"Editor, commissioning",Education,Increasing,Low,87898.73,Bachelor’s Degree,3,903,4546,20.74,68.11,UK,72.64
Insurance claims handler,Education,Increasing,Low,95476.63,Associate Degree,9,8188,2910,98.78,65.5,Canada,31.15
Interpreter,Education,Increasing,Moderate,141096.11,Associate Degree,18,4288,5832,13.54,32.33,Australia,45.59
"Development worker, international aid",Education,Decreasing,Moderate,122629.32,High School,9,8993,512,30.71,31.77,China,27.25
Audiological scientist,Education,Decreasing,High,101054.64,Master’s Degree,12,7656,4268,57.16,13.96,Canada,66.37
Glass blower/designer,Healthcare,Increasing,High,62260.85,Master’s Degree,10,6511,3261,52.34,21.72,Australia,44.11
Information officer,IT,Decreasing,Moderate,99094.11,Bachelor’s Degree,17,2037,8809,35.26,69.7,India,43.08
Broadcast presenter,Manufacturing,Increasing,High,86510.88,Associate Degree,1,4787,3952,14.64,91.5,USA,73.82
"Engineer, civil (consulting)",Manufacturing,Increasing,Moderate,95392.58,Master’s Degree,20,2589,2677,55.73,84.15,Germany,63.47
Museum/gallery exhibitions officer,Entertainment,Decreasing,Moderate,133909.54,Bachelor’s Degree,11,3583,7062,20.68,66.01,Canada,29.69
"Physicist, medical",Healthcare,Decreasing,High,100135.03,Bachelor’s Degree,20,7963,6234,47.37,22.44,USA,58.77
"Scientist, physiological",Retail,Decreasing,Low,58593.4,PhD,18,5132,7087,89.29,28.82,Brazil,38.35
Risk analyst,Entertainment,Decreasing,High,65151.82,High School,1,6534,3222,21.81,82.29,Canada,36.8
Accommodation manager,Healthcare,Increasing,Moderate,64672.45,Master’s Degree,12,5200,2694,19.32,11.06,UK,63.07
Youth worker,Retail,Increasing,Low,48128.69,Bachelor’s Degree,17,8989,2681,14.61,63.83,Germany,74.52
Chartered certified accountant,Retail,Decreasing,High,66855.47,High School,1,9036,6352,65.14,39.5,USA,54.69
Management consultant,Healthcare,Increasing,Low,33006.44,Master’s Degree,4,3785,142,3.31,68.82,USA,38.26
Mental health nurse,Manufacturing,Increasing,Moderate,132851.33,PhD,18,7016,8678,2.8,76.17,USA,76.37
Records manager,Education,Decreasing,Moderate,107845.55,Bachelor’s Degree,8,906,661,65.73,92.02,Brazil,73.38
Make,Healthcare,Increasing,Low,54660.99,Bachelor’s Degree,15,820,5127,17.13,66.12,Germany,52.98
Clinical embryologist,Transportation,Decreasing,Moderate,112263.28,Master’s Degree,20,7471,221,11.0,63.29,India,48.28
Advertising account planner,Education,Decreasing,Low,118724.12,High School,7,2489,7397,57.82,26.23,Canada,72.13
"Horticulturist, amenity",Manufacturing,Decreasing,Low,78709.78,PhD,6,7582,3293,65.14,45.19,Brazil,55.12
"Designer, furniture",Transportation,Decreasing,Moderate,59391.53,High School,1,8356,1097,9.82,16.77,India,49.48
Geophysical data processor,Retail,Increasing,High,40753.65,Associate Degree,4,3207,3330,15.77,4.71,UK,49.77
Air broker,Entertainment,Increasing,Moderate,127338.35,Bachelor’s Degree,5,9272,6317,84.14,82.74,India,37.71
Production manager,Healthcare,Decreasing,Low,86465.94,Associate Degree,6,7609,8226,10.76,62.66,Brazil,27.37
Air cabin crew,Education,Decreasing,High,51660.12,High School,2,8750,8845,68.12,7.58,China,35.15
Musician,Retail,Decreasing,Moderate,114183.97,High School,6,2150,4004,76.31,6.75,UK,38.73
"Scientist, product/process development",Education,Decreasing,Low,104662.65,High School,9,4202,8161,57.1,4.87,Brazil,66.12
Chief of Staff,Retail,Increasing,Low,52313.73,PhD,3,8941,6057,4.57,13.98,China,44.15
Computer games developer,Manufacturing,Increasing,Low,116667.94,Bachelor’s Degree,11,5749,8842,81.08,27.83,China,36.3
"Designer, interior/spatial",Manufacturing,Increasing,Moderate,138507.25,Master’s Degree,4,6625,6445,76.86,94.91,Brazil,54.03
"Copywriter, advertising",Entertainment,Decreasing,Low,99347.75,High School,19,3821,4401,63.82,66.43,USA,78.74
Dietitian,Education,Decreasing,Low,136017.92,PhD,10,3893,6480,62.49,22.68,Brazil,24.97
Music therapist,Finance,Decreasing,Low,123917.04,Bachelor’s Degree,1,9008,4659,50.14,13.49,China,31.98
Amenity horticulturist,IT,Increasing,High,40918.43,Bachelor’s Degree,8,539,6884,95.78,82.49,Brazil,58.83
Petroleum engineer,Finance,Decreasing,High,135087.24,Master’s Degree,7,2240,5538,93.55,45.47,Brazil,68.26
Camera operator,Manufacturing,Increasing,High,39775.16,PhD,9,3166,1023,40.53,54.65,Germany,78.41
"Designer, jewellery",Healthcare,Increasing,High,108008.78,Bachelor’s Degree,14,5780,1200,9.87,89.42,China,31.73
Water engineer,IT,Increasing,Moderate,53836.13,Associate Degree,11,8310,7238,1.63,74.3,Germany,65.02
Advertising art director,Entertainment,Increasing,Moderate,98906.29,Associate Degree,6,6892,5151,1.63,15.74,Canada,56.79
Medical illustrator,IT,Decreasing,Low,76843.93,Master’s Degree,5,4230,2801,28.77,80.22,Germany,51.15
Art therapist,Finance,Decreasing,High,131465.61,PhD,1,9216,3200,56.62,39.94,Canada,66.84
Stage manager,Transportation,Increasing,Low,66592.08,PhD,19,9258,5077,22.92,0.12,China,36.9
Water engineer,Manufacturing,Decreasing,Moderate,129730.4,Bachelor’s Degree,14,1781,6615,12.07,89.07,Australia,46.73
Fisheries officer,Entertainment,Increasing,Moderate,69365.54,High School,9,1675,4167,9.24,2.21,China,38.65
"Surveyor, insurance",Education,Increasing,High,109730.59,Master’s Degree,17,498,2919,34.14,54.72,Brazil,32.63
Production engineer,Finance,Decreasing,Moderate,62946.41,Master’s Degree,5,7879,4587,9.42,8.0,USA,28.02
"Surveyor, mining",IT,Increasing,Moderate,117334.16,Bachelor’s Degree,11,6906,8188,69.52,34.92,Brazil,33.29
Sports administrator,IT,Decreasing,High,94993.01,PhD,16,8385,810,29.2,76.54,Canada,52.81
"Education officer, environmental",Education,Decreasing,High,99571.73,Associate Degree,13,5471,4568,61.96,65.63,China,58.99
Contracting civil engineer,IT,Increasing,Low,112738.58,Bachelor’s Degree,3,6121,2076,9.12,96.37,UK,73.8
Interpreter,Finance,Decreasing,Moderate,114042.58,High School,3,3755,844,99.13,51.51,USA,79.75
Archaeologist,Manufacturing,Decreasing,Moderate,105913.87,Master’s Degree,19,9397,9783,61.15,93.4,UK,71.05
Advertising account executive,Retail,Increasing,Low,65366.85,Bachelor’s Degree,1,4168,7965,40.66,12.79,India,76.45
Mechanical engineer,Healthcare,Decreasing,High,39991.55,PhD,17,1085,6679,2.61,56.83,Canada,53.19
Community pharmacist,Manufacturing,Decreasing,Moderate,33883.92,PhD,0,6478,7363,97.34,2.38,Brazil,30.67
Transport planner,Healthcare,Decreasing,Moderate,134453.36,PhD,7,6472,8832,35.32,41.9,China,76.65
Minerals surveyor,Finance,Decreasing,High,103128.41,Bachelor’s Degree,14,206,3460,65.81,47.17,UK,25.25
Dance movement psychotherapist,Education,Decreasing,Low,123433.27,Master’s Degree,11,4832,2368,45.19,39.89,USA,35.89
"Designer, fashion/clothing",Retail,Decreasing,High,91582.45,Master’s Degree,13,9249,9624,61.47,60.39,Australia,24.37
Dance movement psychotherapist,Retail,Increasing,Moderate,44433.38,High School,17,7731,1336,14.45,5.23,China,22.32
Human resources officer,Entertainment,Decreasing,High,126835.59,High School,19,7868,8992,24.7,42.85,USA,44.88
Animal nutritionist,Transportation,Decreasing,Moderate,122280.78,PhD,13,8535,4650,38.01,49.42,UK,43.71
Chief of Staff,Retail,Decreasing,Low,39707.78,High School,8,8534,5231,28.53,42.51,UK,60.45
Chartered accountant,Healthcare,Decreasing,Moderate,38650.68,Master’s Degree,10,5832,5121,82.82,82.75,China,28.56
Archaeologist,Finance,Increasing,High,56830.5,High School,10,5849,7019,16.59,29.71,Germany,35.72
IT technical support officer,IT,Decreasing,Low,124510.64,Master’s Degree,13,340,3912,93.76,0.85,USA,51.02
Theme park manager,Manufacturing,Decreasing,High,50058.89,Associate Degree,18,8740,8171,99.86,26.01,India,55.81
Education administrator,IT,Decreasing,High,94916.35,Master’s Degree,0,281,1375,96.03,56.66,Canada,40.34
Museum/gallery conservator,Retail,Decreasing,Low,141166.7,Master’s Degree,2,7161,4920,60.64,68.16,Germany,79.49
Chiropractor,Finance,Increasing,Low,83178.76,High School,1,727,3592,9.3,15.2,USA,53.1
"Psychologist, clinical",Healthcare,Increasing,Moderate,98149.38,Master’s Degree,15,916,5952,60.15,32.58,China,43.79
"Programmer, systems",Manufacturing,Decreasing,Moderate,112927.55,Bachelor’s Degree,9,1389,4032,59.01,20.13,UK,33.58
"Conservation officer, nature",Entertainment,Increasing,Low,95647.73,Associate Degree,16,5909,5803,2.34,21.04,India,35.47
Proofreader,Finance,Decreasing,Moderate,106767.42,Associate Degree,14,6892,3208,28.69,68.36,Germany,78.07
Further education lecturer,Education,Increasing,High,76947.37,Bachelor’s Degree,2,2770,2178,67.3,23.84,Australia,68.97
"Education officer, museum",Education,Increasing,Low,90447.25,Associate Degree,18,7352,7429,37.78,4.67,UK,20.47
Primary school teacher,Finance,Increasing,High,144837.14,PhD,11,6244,9623,67.67,49.53,Canada,44.31
"Journalist, broadcasting",Healthcare,Decreasing,Low,107722.07,PhD,16,3054,8078,5.91,76.17,USA,43.34
Adult guidance worker,Manufacturing,Decreasing,Low,149683.44,PhD,11,5053,3307,39.86,83.59,Brazil,31.0
Stage manager,Manufacturing,Increasing,High,78273.0,High School,2,4902,1988,17.86,7.32,India,74.99
Leisure centre manager,Transportation,Decreasing,Low,30286.82,High School,9,3254,7796,58.92,68.21,Australia,71.69
"Psychologist, educational",Education,Decreasing,High,64409.81,Master’s Degree,8,1064,4344,36.71,70.76,Brazil,59.37
Occupational psychologist,Education,Increasing,Low,102202.58,Bachelor’s Degree,20,621,504,1.51,97.84,USA,58.7
Graphic designer,Retail,Increasing,Moderate,103841.78,High School,12,2409,742,20.91,23.39,India,55.93
"Engineer, maintenance",Finance,Increasing,Moderate,94657.73,PhD,16,4120,9490,86.49,74.32,Australia,77.93
"Surveyor, land/geomatics",Finance,Decreasing,High,134562.37,PhD,18,3952,409,20.7,25.53,Brazil,65.69
Aeronautical engineer,Retail,Decreasing,Low,68588.33,Associate Degree,12,1660,2842,91.48,34.46,Canada,36.4
Purchasing manager,Healthcare,Decreasing,High,104742.61,Bachelor’s Degree,15,7389,5039,22.17,36.36,India,65.96
Location manager,Manufacturing,Increasing,Moderate,65190.08,High School,19,3506,6965,65.53,99.96,China,55.27
Research scientist (medical),Retail,Increasing,Low,82224.87,Associate Degree,0,8357,2315,41.39,15.63,Australia,78.38
Tax adviser,Manufacturing,Increasing,Moderate,80855.99,Bachelor’s Degree,1,1350,9401,71.24,96.94,Canada,51.1
"Engineer, chemical",IT,Decreasing,High,124270.39,High School,9,2506,1719,77.17,72.87,India,63.18
Illustrator,Transportation,Increasing,High,98312.1,PhD,13,5248,3038,85.62,26.54,Brazil,54.53
"Psychologist, occupational",Entertainment,Increasing,Low,120259.88,High School,5,4589,2278,4.86,42.68,Canada,67.03
Public relations account executive,IT,Decreasing,Low,35397.7,High School,5,3698,6339,53.56,90.3,UK,74.09
Fisheries officer,Retail,Decreasing,High,40583.26,PhD,15,2454,5603,96.59,70.47,Canada,48.35
Neurosurgeon,Transportation,Decreasing,High,40034.71,Bachelor’s Degree,2,4386,4074,21.14,77.57,India,22.65
"Engineer, broadcasting (operations)",Education,Increasing,Low,31634.21,Bachelor’s Degree,8,690,5116,25.8,49.96,China,31.22
"Engineer, maintenance",IT,Decreasing,Moderate,51058.86,Associate Degree,14,2625,4509,73.55,50.89,Canada,77.32
Armed forces logistics/support/administrative officer,Manufacturing,Decreasing,High,127330.67,Bachelor’s Degree,19,8117,5486,65.42,6.6,USA,50.47
Applications developer,Transportation,Increasing,Moderate,71388.02,High School,0,5891,1405,30.2,80.29,Canada,78.06
Medical illustrator,Healthcare,Increasing,Moderate,130000.53,Master’s Degree,19,1526,3134,4.16,71.41,India,55.87
"Scientist, clinical (histocompatibility and immunogenetics)",Retail,Decreasing,High,60169.75,PhD,17,7815,639,67.23,30.81,China,52.21
Aeronautical engineer,IT,Decreasing,Low,39228.59,Associate Degree,20,7628,1281,52.02,64.55,China,23.45
Retail banker,Entertainment,Increasing,Low,149260.19,Bachelor’s Degree,9,3948,6049,35.0,27.71,UK,79.9
Hotel manager,Transportation,Decreasing,Moderate,140882.34,PhD,8,8646,5199,43.02,58.54,India,49.06
Production manager,Transportation,Decreasing,High,33425.59,PhD,9,1627,8007,80.36,8.36,Australia,43.55
Company secretary,Manufacturing,Increasing,High,71452.3,Bachelor’s Degree,18,5544,457,53.88,73.89,Brazil,36.45
"Conservator, furniture",Retail,Increasing,Low,126094.94,High School,10,1231,9830,89.1,43.04,Australia,45.05
Print production planner,Finance,Decreasing,High,110494.99,PhD,15,2387,3700,80.31,82.78,Brazil,56.61
Arts development officer,Manufacturing,Decreasing,High,139803.68,PhD,18,4664,8711,64.51,60.54,China,78.41
"Engineer, technical sales",IT,Increasing,High,137794.62,Associate Degree,20,9599,1447,40.37,6.12,Canada,65.67
Systems analyst,Healthcare,Increasing,High,95009.76,PhD,0,2439,7200,94.38,32.35,China,39.99
Administrator,Finance,Decreasing,Moderate,48387.87,PhD,18,6783,9013,87.23,95.35,China,43.41
Private music teacher,Entertainment,Decreasing,Moderate,74524.6,PhD,15,8318,410,60.61,80.9,Brazil,47.66
Chief Marketing Officer,Manufacturing,Decreasing,Moderate,101322.7,Bachelor’s Degree,20,7805,1144,15.09,14.49,USA,50.54
Prison officer,Manufacturing,Decreasing,Low,146635.27,PhD,1,6037,5575,92.65,88.78,Brazil,69.87
Youth worker,Healthcare,Decreasing,High,70100.74,Associate Degree,5,7540,1525,23.37,88.78,UK,46.18
Holiday representative,Finance,Decreasing,Low,134269.27,Bachelor’s Degree,9,8654,6197,53.32,8.13,UK,70.44
"Engineer, building services",Healthcare,Decreasing,Moderate,118456.81,High School,9,8531,4258,31.99,28.38,India,20.91
"Administrator, charities/voluntary organisations",Transportation,Increasing,Low,50529.83,High School,4,9544,6457,79.22,63.28,Canada,29.14
Theatre stage manager,Retail,Decreasing,Low,63658.97,Bachelor’s Degree,2,417,6974,18.46,88.88,USA,33.96
Clinical research associate,Finance,Decreasing,Low,121566.38,High School,20,2018,799,50.6,53.08,India,58.5
"Nurse, mental health",Entertainment,Increasing,High,46743.39,High School,7,6125,4467,68.48,56.83,Canada,55.48
Curator,IT,Increasing,High,93599.57,Associate Degree,2,3074,881,59.71,52.57,Canada,69.43
Museum education officer,Education,Increasing,High,53630.14,PhD,2,3440,3104,31.42,57.48,India,60.35
Meteorologist,Healthcare,Increasing,Moderate,104223.12,Bachelor’s Degree,18,7901,4201,49.6,80.86,India,42.28
Civil Service administrator,Transportation,Increasing,High,90399.42,PhD,6,7700,8166,33.81,70.67,India,69.78
"Secretary, company",Retail,Decreasing,Low,132668.87,PhD,18,8545,8872,58.42,76.33,India,64.29
"Psychologist, prison and probation services",IT,Decreasing,Low,55866.23,Bachelor’s Degree,3,3906,4168,29.5,40.37,Australia,41.28
"Buyer, industrial",Healthcare,Increasing,Moderate,122378.48,Master’s Degree,12,3313,1967,29.82,12.63,Canada,73.13
"Lecturer, further education",Manufacturing,Increasing,Low,37784.75,High School,13,5640,5549,93.72,20.86,Australia,69.12
"Loss adjuster, chartered",Entertainment,Increasing,High,65917.45,Associate Degree,19,2868,2939,64.79,52.66,USA,60.59
Commercial/residential surveyor,Finance,Decreasing,Moderate,34280.13,PhD,9,4619,478,68.46,0.76,USA,69.64
"Accountant, chartered public finance",Finance,Increasing,Low,69938.35,Associate Degree,15,3856,2202,84.96,33.61,China,57.2
"Lighting technician, broadcasting/film/video",IT,Increasing,Moderate,61857.89,Associate Degree,8,8157,5248,89.4,13.48,Brazil,66.55
Archivist,Healthcare,Increasing,Low,31237.64,High School,8,9306,1758,75.02,84.07,UK,47.92
"Scientist, research (physical sciences)",Healthcare,Decreasing,Low,32507.63,PhD,19,7678,2124,40.01,2.52,USA,36.15
Network engineer,Transportation,Increasing,Moderate,46025.79,Bachelor’s Degree,11,4013,1777,57.99,41.37,Germany,78.34
Contracting civil engineer,Retail,Decreasing,Moderate,112495.34,Bachelor’s Degree,15,218,2803,33.86,95.03,Australia,26.91
Sub,Healthcare,Increasing,High,130128.85,Master’s Degree,3,5040,7551,12.19,40.54,India,65.8
Learning disability nurse,IT,Increasing,High,53643.06,Master’s Degree,9,1778,1165,46.22,81.99,USA,79.39
Commercial art gallery manager,IT,Decreasing,Moderate,38843.08,PhD,12,718,5012,38.39,28.07,China,43.04
Water engineer,Healthcare,Increasing,Low,55600.53,Bachelor’s Degree,8,4840,3079,64.3,30.88,Canada,47.41
Scientific laboratory technician,Manufacturing,Increasing,High,41502.69,Associate Degree,18,2933,6243,44.41,84.88,China,28.08
Management consultant,Healthcare,Decreasing,High,80040.28,Master’s Degree,12,1460,5466,20.92,29.57,Germany,55.0
Exercise physiologist,Education,Increasing,Low,80110.7,High School,6,8694,7820,44.23,38.44,Brazil,29.95
Water engineer,Finance,Increasing,High,71434.46,PhD,7,3097,8605,77.57,99.98,Canada,31.78
"Psychologist, counselling",IT,Decreasing,Moderate,72653.47,Bachelor’s Degree,17,171,5523,33.81,21.66,China,55.22
"Engineer, production",Healthcare,Decreasing,Low,109297.73,Associate Degree,7,3668,9714,14.44,82.28,China,41.86
Production engineer,Entertainment,Decreasing,High,96041.3,High School,1,719,9618,75.33,80.75,India,76.94
Sub,Transportation,Decreasing,Low,45776.18,PhD,0,7451,8733,94.99,84.22,Brazil,39.15
Media buyer,Transportation,Increasing,Moderate,129286.79,Associate Degree,12,2838,6227,18.62,90.5,Germany,46.18
"Designer, multimedia",Retail,Decreasing,High,45801.96,PhD,14,4628,3509,15.36,37.89,Australia,35.31
Colour technologist,Entertainment,Decreasing,Low,112147.99,Associate Degree,10,9877,4374,28.64,89.96,Germany,60.73
"Surveyor, planning and development",Transportation,Decreasing,Moderate,132409.04,Bachelor’s Degree,8,7420,7376,27.22,5.71,Germany,47.77
"Engineer, building services",Finance,Increasing,Moderate,70591.74,Bachelor’s Degree,5,1322,7055,47.71,88.77,Canada,25.95
Animal nutritionist,IT,Increasing,Low,147972.38,PhD,13,1291,6290,57.45,61.45,China,49.16
Television camera operator,Manufacturing,Decreasing,High,144641.12,PhD,16,8276,7951,9.37,7.55,China,56.17
Administrator,Manufacturing,Decreasing,Moderate,120128.55,High School,12,7317,6408,51.32,0.77,Canada,51.18
Financial controller,Education,Decreasing,Moderate,56069.22,High School,3,3343,4781,25.53,28.37,China,66.06
Special educational needs teacher,Manufacturing,Increasing,Low,68810.93,PhD,20,353,3513,73.68,2.98,Brazil,48.48
Geophysical data processor,IT,Increasing,High,46680.47,Master’s Degree,16,6831,2075,62.05,55.59,Canada,21.25
Logistics and distribution manager,Education,Increasing,Moderate,77465.67,Bachelor’s Degree,13,1975,6387,70.03,46.88,Brazil,46.23
"Surveyor, planning and development",Manufacturing,Increasing,Low,78742.05,Master’s Degree,20,4459,3720,66.88,68.16,China,24.76
"Geologist, engineering",Education,Decreasing,Low,97400.58,High School,9,6337,9871,90.7,99.78,Brazil,63.69
Immigration officer,Entertainment,Decreasing,Low,110413.9,High School,8,8948,2873,48.48,48.29,Australia,52.83
Armed forces logistics/support/administrative officer,Retail,Decreasing,Low,43643.92,Bachelor’s Degree,2,4733,6410,73.97,43.85,Australia,32.81
Pathologist,Entertainment,Increasing,High,60794.56,Master’s Degree,14,6148,2439,47.65,39.81,Germany,64.35
"Civil engineer, contracting",Entertainment,Decreasing,Moderate,97443.27,PhD,3,5289,9184,88.71,13.97,India,25.18
Air traffic controller,Education,Decreasing,Low,70687.21,Associate Degree,15,4641,9126,81.72,72.96,Australia,36.06
Warden/ranger,Healthcare,Decreasing,High,65033.82,Associate Degree,12,2615,3436,13.04,83.83,China,42.31
Press sub,Entertainment,Increasing,High,142062.67,PhD,2,9923,6588,13.19,9.13,Germany,42.86
Games developer,IT,Increasing,Moderate,110715.83,Bachelor’s Degree,0,7214,2769,62.09,40.82,Australia,60.14
Equities trader,Healthcare,Increasing,Low,49473.59,High School,8,9140,2110,21.09,15.11,Germany,23.67
Site engineer,Finance,Increasing,Low,86398.69,High School,16,2834,6756,98.01,54.16,China,30.9
Civil Service administrator,Education,Decreasing,High,76140.96,High School,0,3037,3274,83.55,24.59,UK,71.48
"Therapist, speech and language",Healthcare,Increasing,High,60011.84,Associate Degree,10,1770,4212,9.61,78.48,Canada,65.16
Teaching laboratory technician,IT,Decreasing,Moderate,37053.03,PhD,0,2823,7114,61.16,2.25,China,44.11
"Scientist, forensic",Education,Decreasing,Low,89660.85,High School,3,189,9276,14.12,81.98,Germany,25.76
Community development worker,Education,Increasing,High,130869.49,Associate Degree,16,3455,4424,97.83,54.23,Germany,37.07
"Teacher, music",Manufacturing,Increasing,High,64680.89,Master’s Degree,13,886,7634,77.67,30.49,UK,46.6
Product designer,Manufacturing,Decreasing,Low,44710.14,Master’s Degree,20,2813,8852,74.44,96.45,USA,42.16
Corporate treasurer,Entertainment,Increasing,High,42214.01,Master’s Degree,2,8027,3888,41.94,33.59,Germany,79.29
Furniture designer,Manufacturing,Decreasing,High,63427.86,Associate Degree,10,7223,9868,79.74,62.32,Brazil,29.11
"Engineer, maintenance",Finance,Increasing,Moderate,116306.34,Bachelor’s Degree,14,2419,6814,15.28,56.11,UK,74.84
"Teacher, English as a foreign language",Retail,Increasing,High,149798.7,Associate Degree,0,2279,6645,91.02,28.05,Germany,43.58
Adult nurse,IT,Increasing,Low,36932.52,PhD,0,6338,4579,50.66,65.24,Australia,36.71
Environmental consultant,Entertainment,Decreasing,Low,90131.72,Bachelor’s Degree,5,2073,4237,98.36,77.51,Germany,38.7
Community development worker,Healthcare,Increasing,High,115996.29,High School,6,6127,8740,58.73,36.04,India,63.49
Counselling psychologist,IT,Decreasing,Moderate,95276.0,Master’s Degree,2,8240,5691,99.31,11.62,China,55.97
"Designer, jewellery",Healthcare,Increasing,Low,91828.88,PhD,4,3478,6456,20.23,38.39,Canada,45.87
Licensed conveyancer,Healthcare,Decreasing,Moderate,86766.58,Bachelor’s Degree,13,6979,7077,37.09,24.66,Germany,56.27
Geoscientist,Education,Decreasing,Low,64087.12,Associate Degree,15,8216,5550,74.17,8.13,China,67.01
Fish farm manager,IT,Decreasing,High,51758.18,Associate Degree,7,7576,6983,0.3,61.08,India,43.66
"Engineer, building services",Finance,Increasing,Low,106509.78,Associate Degree,10,4875,9665,67.15,45.37,Canada,28.79
"Administrator, arts",Healthcare,Decreasing,High,137434.88,PhD,7,9748,4128,39.37,33.7,Germany,51.81
"Horticulturist, amenity",Entertainment,Increasing,Moderate,106447.11,Associate Degree,6,5862,1862,64.95,56.36,UK,66.11
Art therapist,Education,Increasing,Moderate,70384.45,Bachelor’s Degree,9,9269,8846,47.94,7.2,India,60.27
Information officer,Finance,Decreasing,Moderate,115829.07,Bachelor’s Degree,11,8309,7684,27.08,11.67,Australia,33.22
Multimedia specialist,Healthcare,Increasing,Moderate,100225.03,High School,0,7506,4500,98.91,7.29,Australia,78.59
"Designer, industrial/product",IT,Decreasing,Moderate,142457.43,PhD,11,3038,8911,61.3,59.12,India,47.31
"Engineer, aeronautical",Entertainment,Increasing,Low,92297.48,PhD,8,423,177,59.17,22.88,UK,29.05
"Surveyor, land/geomatics",Manufacturing,Decreasing,High,120959.22,PhD,16,1895,9403,0.54,57.93,Germany,43.71
Retail buyer,Entertainment,Increasing,High,119209.42,High School,20,3022,6823,45.02,15.47,Canada,67.77
"Civil engineer, contracting",Retail,Increasing,Low,40152.07,Master’s Degree,14,972,6289,6.49,13.44,China,64.51
Early years teacher,IT,Increasing,Low,101754.4,Master’s Degree,18,3665,2258,22.18,63.7,Australia,36.47
Probation officer,Transportation,Increasing,Low,135634.0,Master’s Degree,7,3509,7564,17.66,79.2,Canada,76.15
Police officer,Education,Decreasing,Low,70995.98,PhD,4,4002,2163,51.59,61.08,India,66.07
Cabin crew,Manufacturing,Decreasing,Moderate,139709.08,Associate Degree,12,757,3883,42.32,19.72,UK,23.69
Charity fundraiser,Transportation,Decreasing,High,108569.04,High School,20,5218,7628,66.11,40.97,Australia,77.95
Clinical research associate,Finance,Decreasing,Moderate,89055.25,High School,11,6143,7965,37.82,16.83,China,20.14
Environmental health practitioner,Manufacturing,Increasing,Low,69705.55,Bachelor’s Degree,1,6655,4125,5.84,24.93,USA,66.98
Actor,Manufacturing,Decreasing,Moderate,107743.07,PhD,9,476,551,72.54,11.43,Australia,49.32
"Designer, interior/spatial",Education,Decreasing,High,67932.74,High School,8,5576,5892,1.06,20.67,India,37.32
Clinical psychologist,Education,Increasing,Moderate,38665.31,Master’s Degree,12,584,4524,48.59,46.28,Germany,58.97
Adult nurse,Finance,Increasing,Low,114878.35,Bachelor’s Degree,0,2156,6057,50.33,16.77,Australia,21.34
Television floor manager,Finance,Increasing,High,61801.83,PhD,3,8035,2835,50.01,20.34,Brazil,69.27
Transport planner,Retail,Increasing,Moderate,37172.24,PhD,15,2886,678,55.18,2.1,Brazil,70.68
Film/video editor,IT,Decreasing,High,84325.26,High School,11,9926,3287,91.52,6.27,Canada,58.63
"Designer, industrial/product",Entertainment,Decreasing,Moderate,144167.07,Bachelor’s Degree,12,1510,3046,30.46,37.62,Australia,56.09
"Research officer, political party",Healthcare,Increasing,Moderate,57613.54,High School,16,908,5588,7.01,76.7,Germany,23.57
Secondary school teacher,Finance,Decreasing,High,99984.1,Associate Degree,11,5213,4115,1.63,54.59,Germany,44.31
"Scientist, clinical (histocompatibility and immunogenetics)",Healthcare,Increasing,High,76962.45,High School,11,1652,2803,70.83,27.81,UK,31.93
Accounting technician,Entertainment,Decreasing,High,86054.73,Bachelor’s Degree,3,2627,5881,14.61,55.68,Australia,37.21
"Engineer, broadcasting (operations)",Entertainment,Decreasing,Moderate,125869.98,Bachelor’s Degree,20,8852,9534,28.49,11.59,Canada,61.9
Chief Strategy Officer,Healthcare,Increasing,High,117084.68,PhD,9,2718,1107,46.71,94.37,Australia,28.64
Furniture designer,Finance,Increasing,High,47521.87,PhD,19,9432,1657,21.63,73.41,Brazil,39.33
Computer games developer,IT,Increasing,Low,116323.23,Master’s Degree,18,1371,6209,24.9,7.03,India,79.93
Consulting civil engineer,Finance,Increasing,High,95906.07,Bachelor’s Degree,4,6685,236,31.24,59.93,UK,49.57
"Scientist, physiological",Finance,Increasing,Moderate,124969.85,High School,1,9067,2765,67.3,5.41,Canada,52.28
"Radiographer, therapeutic",Education,Decreasing,Moderate,52372.23,PhD,6,282,7653,53.24,53.34,Germany,38.53
Health and safety inspector,Education,Decreasing,High,123838.07,High School,13,606,5660,18.44,23.18,USA,37.29
IT sales professional,Entertainment,Increasing,Moderate,114520.88,Bachelor’s Degree,18,1391,2603,44.11,56.84,Germany,26.81
Television floor manager,Healthcare,Increasing,High,95887.3,Bachelor’s Degree,20,4656,6880,95.14,62.02,UK,43.79
Research scientist (physical sciences),Transportation,Decreasing,High,42569.2,Bachelor’s Degree,8,5294,4293,88.49,76.82,Canada,33.2
Copy,Retail,Increasing,Moderate,69456.83,Master’s Degree,15,887,1580,37.13,71.06,China,67.36
"Pharmacist, community",IT,Increasing,Moderate,118771.62,Master’s Degree,2,1580,9800,42.92,29.73,Australia,34.84
Curator,Education,Increasing,High,33115.79,Master’s Degree,14,3367,6091,22.29,84.46,India,53.65
Logistics and distribution manager,Entertainment,Increasing,Low,67135.18,Master’s Degree,2,8228,7977,85.28,68.97,UK,55.17
"Surveyor, commercial/residential",Finance,Increasing,Moderate,48329.52,High School,20,6173,3420,9.91,28.53,Germany,61.55
"Psychologist, counselling",Retail,Decreasing,Low,144737.35,PhD,11,8132,7026,54.77,69.13,UK,49.22
Town planner,Finance,Decreasing,High,114031.0,PhD,1,4212,4817,18.59,36.49,Canada,70.21
Orthoptist,Transportation,Increasing,Low,113976.31,PhD,19,544,4858,66.43,77.8,Germany,61.77
Commissioning editor,IT,Increasing,Low,136654.68,Associate Degree,19,572,8048,96.38,68.8,China,39.96
Risk analyst,Transportation,Decreasing,Low,59862.74,Master’s Degree,19,8540,6061,33.82,23.82,Germany,71.68
Clinical research associate,Transportation,Increasing,High,118049.55,Associate Degree,10,8583,2864,70.62,75.03,Canada,67.58
Holiday representative,Healthcare,Decreasing,Low,133608.82,PhD,10,6033,1802,16.98,24.04,Germany,60.44
Media planner,Healthcare,Decreasing,Moderate,133555.83,High School,3,3621,7845,90.87,59.48,UK,20.54
"Librarian, academic",Transportation,Increasing,Low,56444.7,Master’s Degree,8,2191,2556,17.04,81.94,India,78.06
"Editor, commissioning",Retail,Increasing,Low,74618.36,PhD,10,4659,5635,18.33,51.7,USA,76.33
Fish farm manager,Education,Increasing,Moderate,148271.3,Bachelor’s Degree,11,4686,3523,78.52,42.57,India,20.25
Tourism officer,Manufacturing,Decreasing,Low,31710.74,Master’s Degree,14,916,5765,43.84,55.02,Canada,22.08
Agricultural engineer,Retail,Decreasing,Low,126669.23,Master’s Degree,2,1431,614,47.6,16.63,Germany,66.4
"Therapist, art",Retail,Increasing,Moderate,78556.75,Master’s Degree,16,9995,9111,30.6,34.66,India,22.92
"Conservation officer, nature",Healthcare,Increasing,Low,65177.67,Bachelor’s Degree,2,7358,5865,67.21,27.39,Germany,50.19
"Psychotherapist, child",IT,Decreasing,High,118319.55,Bachelor’s Degree,19,6073,4814,65.72,97.81,Canada,25.1
Cartographer,Healthcare,Decreasing,High,46759.09,Master’s Degree,1,5683,2457,45.0,29.74,China,26.56
Ecologist,Retail,Decreasing,High,89899.25,Bachelor’s Degree,5,4280,405,21.58,0.44,China,29.97
"Journalist, newspaper",Manufacturing,Decreasing,Moderate,118602.93,Associate Degree,7,3216,3548,70.16,74.26,USA,40.55
"Scientist, research (maths)",Finance,Increasing,Moderate,147949.32,Bachelor’s Degree,8,6178,1452,80.75,89.49,Germany,26.08
Industrial buyer,Retail,Increasing,Moderate,104881.55,Master’s Degree,17,2730,6896,59.87,9.64,India,44.0
Meteorologist,Transportation,Increasing,Low,45308.5,Associate Degree,4,8372,5191,2.78,79.53,Australia,74.88
"Scientist, audiological",Retail,Decreasing,Low,36391.42,High School,2,9792,6279,36.01,78.71,Canada,61.82
"Journalist, broadcasting",Entertainment,Decreasing,High,31777.56,Bachelor’s Degree,20,2177,8234,62.91,16.58,Australia,71.41
Publishing rights manager,Finance,Decreasing,Moderate,107441.3,Master’s Degree,14,1195,3841,61.48,28.73,Canada,51.8
"Administrator, Civil Service",Manufacturing,Increasing,Moderate,137270.72,Bachelor’s Degree,20,1050,9420,82.51,33.5,China,38.2
Trade union research officer,Finance,Decreasing,Low,143849.5,Master’s Degree,7,1860,4922,7.92,70.7,Germany,73.35
"Engineer, chemical",Finance,Increasing,High,93463.49,Master’s Degree,13,1310,947,92.09,30.27,India,56.06
Health and safety adviser,Manufacturing,Decreasing,High,118937.05,Master’s Degree,11,7201,6469,5.43,14.49,Australia,70.04
"Psychotherapist, dance movement",Retail,Decreasing,Moderate,127285.4,PhD,1,2644,6192,38.9,99.18,Germany,52.44
Television/film/video producer,Transportation,Decreasing,Moderate,38407.15,Bachelor’s Degree,19,5984,3423,0.99,50.35,Germany,79.63
Database administrator,Retail,Increasing,Low,38267.51,Associate Degree,5,3589,1921,34.04,57.89,China,74.83
"Merchandiser, retail",Transportation,Increasing,High,105906.92,Master’s Degree,9,5921,7963,3.33,73.89,Brazil,57.47
"Biochemist, clinical",Healthcare,Decreasing,Low,132534.98,Master’s Degree,19,915,1810,78.78,61.14,Australia,70.15
Equities trader,Healthcare,Increasing,Moderate,70684.29,Master’s Degree,11,2095,1019,55.69,78.71,Germany,58.06
"Scientist, marine",Retail,Increasing,Low,117809.73,Bachelor’s Degree,11,8995,3907,53.87,43.48,India,60.2
Estate manager/land agent,Education,Increasing,Low,94084.17,Bachelor’s Degree,18,1807,4467,2.1,8.28,Brazil,37.11
Mental health nurse,Transportation,Decreasing,High,34891.87,High School,15,8706,1939,62.09,93.92,Canada,24.99
Dancer,Manufacturing,Decreasing,Moderate,136993.75,High School,20,5988,3796,73.41,69.19,China,36.57
Health physicist,Transportation,Increasing,High,95552.28,Associate Degree,3,7638,962,97.59,88.21,USA,70.86
Field trials officer,Manufacturing,Decreasing,Low,35146.57,Master’s Degree,2,9787,8537,74.35,2.93,USA,74.06
Public relations officer,IT,Decreasing,High,123263.63,High School,17,2924,3309,30.75,18.39,UK,77.71
Telecommunications researcher,Healthcare,Increasing,Moderate,123757.95,High School,13,7342,9605,16.77,82.85,Australia,34.48
Health promotion specialist,Entertainment,Decreasing,Moderate,64770.81,Bachelor’s Degree,13,8720,5174,43.79,52.38,China,63.97
Communications engineer,Retail,Increasing,Low,65016.15,High School,1,9292,3950,59.85,90.57,USA,43.83
Theatre director,IT,Increasing,Low,94516.47,High School,11,8106,4764,22.03,14.71,UK,74.93
Product/process development scientist,Healthcare,Decreasing,High,68592.1,Associate Degree,15,8863,270,79.76,80.41,Canada,49.45
Osteopath,Entertainment,Increasing,High,146486.36,Associate Degree,0,2925,6167,38.85,79.25,Canada,74.0
Psychotherapist,IT,Decreasing,Moderate,126340.71,PhD,19,8330,2516,4.94,73.93,India,41.87
Human resources officer,Entertainment,Increasing,Moderate,57338.04,High School,4,3049,5518,92.13,70.6,Canada,46.03
Sub,IT,Decreasing,High,137383.25,Bachelor’s Degree,6,2003,6266,2.34,61.92,Germany,30.32
Corporate investment banker,Finance,Increasing,Moderate,64241.84,High School,7,780,3991,27.33,73.55,India,43.01
"Designer, exhibition/display",Entertainment,Increasing,Low,103589.2,Bachelor’s Degree,5,4369,6104,44.75,94.15,USA,72.15
Merchant navy officer,Retail,Increasing,High,125646.52,Associate Degree,0,360,1960,76.06,14.83,Canada,49.52
Mining engineer,Transportation,Decreasing,High,46516.65,Associate Degree,16,4628,9696,48.25,42.34,India,39.14
Estate agent,Education,Increasing,Low,102078.94,Master’s Degree,1,7953,9392,5.68,25.45,Australia,33.96
Barrister's clerk,Manufacturing,Increasing,Low,38777.89,PhD,7,7118,3090,44.58,0.58,UK,44.45
Printmaker,Entertainment,Decreasing,Moderate,31245.19,High School,12,7677,4417,4.33,28.43,UK,53.26
"Teacher, music",Education,Increasing,Low,101363.8,Bachelor’s Degree,3,7363,4120,57.29,94.81,India,51.62
Community pharmacist,Manufacturing,Increasing,Low,70813.19,PhD,11,1339,2678,22.29,26.7,Canada,41.29
Manufacturing systems engineer,Entertainment,Decreasing,Low,145334.41,Associate Degree,0,7187,5114,45.89,69.05,China,34.28
Aid worker,IT,Decreasing,Low,81284.64,Associate Degree,3,6167,9352,44.78,17.52,Brazil,79.06
Airline pilot,IT,Decreasing,Low,112832.6,PhD,18,6190,7594,93.92,83.33,India,44.6
Medical sales representative,Education,Increasing,Low,110437.93,High School,20,2579,3293,45.26,56.09,India,70.73
"Secretary, company",Healthcare,Increasing,Low,136076.67,Master’s Degree,11,6324,2936,50.0,26.4,Brazil,30.17
Manufacturing systems engineer,Transportation,Increasing,Moderate,99214.07,High School,19,2427,8877,7.8,28.04,Australia,43.29
Research scientist (medical),Transportation,Decreasing,Low,101231.45,Bachelor’s Degree,1,5923,4543,66.6,12.97,UK,37.91
Horticultural therapist,Manufacturing,Decreasing,High,56205.15,Bachelor’s Degree,0,9056,1312,94.88,98.6,Canada,75.37
"Engineer, building services",Finance,Increasing,Moderate,32177.11,Master’s Degree,10,9014,7242,27.92,43.31,Germany,36.16
Exhibition designer,Healthcare,Increasing,Low,124114.95,PhD,14,9314,6528,79.78,97.99,USA,21.32
Charity officer,Healthcare,Increasing,Moderate,50862.94,Associate Degree,15,8984,5688,93.07,9.97,Brazil,67.54
Transport planner,Education,Decreasing,Low,41617.81,Associate Degree,1,1721,3329,23.31,43.3,Australia,78.85
Air broker,Finance,Increasing,Low,44444.94,PhD,16,4374,810,97.55,31.4,USA,60.32
Psychotherapist,Manufacturing,Decreasing,Moderate,91112.56,PhD,0,3178,8851,30.59,3.16,USA,63.44
Public relations officer,Education,Increasing,Moderate,142574.1,Associate Degree,7,9882,3684,5.61,6.7,Germany,51.52
Music tutor,IT,Increasing,Moderate,58602.55,High School,4,161,7781,90.11,40.26,UK,45.02
"Civil engineer, consulting",IT,Increasing,Moderate,42088.38,High School,10,2683,8719,16.32,17.56,Brazil,33.62
"Scientist, research (physical sciences)",Entertainment,Decreasing,Moderate,149406.59,PhD,1,8635,1123,75.83,72.17,Canada,45.19
Meteorologist,Healthcare,Increasing,Moderate,119215.77,PhD,19,5105,2929,48.85,12.43,UK,55.83
Comptroller,Transportation,Decreasing,Low,90822.75,Associate Degree,6,5322,2921,14.88,79.67,USA,70.27
Museum/gallery exhibitions officer,Healthcare,Decreasing,Low,127714.33,Bachelor’s Degree,3,1649,6753,34.42,13.83,India,36.39
Land,Transportation,Decreasing,Low,62061.17,Associate Degree,0,1969,915,48.15,18.37,Australia,47.07
Prison officer,Finance,Increasing,Low,62209.92,Master’s Degree,19,742,9250,23.46,22.19,Canada,57.19
Sports coach,IT,Increasing,High,102817.25,PhD,18,2932,4638,7.45,57.27,China,72.14
Landscape architect,Education,Decreasing,Low,75396.14,PhD,7,9109,3224,32.04,29.19,Germany,77.63
Insurance underwriter,Transportation,Decreasing,Moderate,97709.62,High School,7,4710,4844,5.69,65.6,Brazil,52.67
Energy engineer,Finance,Increasing,Moderate,128066.62,High School,5,6720,2305,90.01,32.74,Brazil,50.41
"Development worker, community",Education,Decreasing,Moderate,75598.6,Master’s Degree,20,3874,8680,2.29,84.2,Canada,73.85
"Education officer, community",IT,Increasing,Low,59855.49,PhD,18,6610,5402,90.92,11.88,Australia,51.86
"Teacher, music",Manufacturing,Increasing,Low,112812.05,High School,10,1641,7597,52.35,43.35,Australia,32.87
Illustrator,Manufacturing,Decreasing,Moderate,92924.16,Associate Degree,10,9352,7198,71.74,75.17,India,47.0
Civil Service administrator,Retail,Increasing,High,123313.12,High School,10,3393,1583,67.36,21.32,Australia,44.34
Applications developer,Transportation,Increasing,Low,141399.31,High School,0,8597,4230,84.29,70.85,Germany,50.62
"Teacher, adult education",IT,Increasing,Moderate,147937.92,Associate Degree,5,8304,9913,87.82,79.77,UK,52.51
Dentist,Education,Decreasing,Low,52693.99,High School,20,4659,2977,61.98,0.69,Brazil,39.65
Mining engineer,Retail,Increasing,High,57817.22,Bachelor’s Degree,11,2428,5145,84.83,65.29,China,24.2
"Engineer, electronics",Retail,Decreasing,High,74251.88,Associate Degree,7,4927,7232,10.82,45.31,Brazil,56.95
Technical brewer,Education,Increasing,Moderate,117924.04,Master’s Degree,6,1576,4155,95.96,44.31,UK,73.15
Control and instrumentation engineer,Manufacturing,Increasing,High,140842.86,Master’s Degree,1,8783,8440,74.72,74.56,China,75.28
Youth worker,Transportation,Increasing,Moderate,71254.51,Master’s Degree,6,826,3963,6.95,70.8,Australia,71.95
"Editor, commissioning",Retail,Increasing,High,126143.75,High School,15,6210,4678,96.75,17.96,Australia,72.05
Data processing manager,Manufacturing,Decreasing,High,133745.71,High School,17,9014,2818,94.84,66.45,USA,56.62
Training and development officer,Retail,Decreasing,High,60994.44,PhD,8,6243,5078,65.83,47.97,USA,76.9
Broadcast journalist,Education,Decreasing,Low,87995.02,PhD,10,665,1153,65.68,3.39,USA,41.12
"Administrator, sports",Manufacturing,Increasing,High,122985.15,Associate Degree,18,8824,8488,35.43,62.14,Brazil,53.16
Economist,Healthcare,Decreasing,High,32791.09,PhD,13,7308,8501,0.01,56.07,Brazil,62.28
"Surveyor, rural practice",IT,Increasing,Low,63664.1,High School,14,382,1975,30.89,55.01,India,52.87
Broadcast journalist,Healthcare,Decreasing,Low,75458.18,Associate Degree,7,4725,946,45.3,93.17,India,26.94
"Journalist, newspaper",Retail,Decreasing,High,63631.97,PhD,12,5902,7313,13.64,50.14,Australia,28.79
Systems developer,Retail,Decreasing,High,129113.58,Associate Degree,17,6925,1907,78.98,33.91,Brazil,42.52
"Sound technician, broadcasting/film/video",Entertainment,Decreasing,High,138627.82,Associate Degree,16,1220,1049,56.83,36.6,USA,48.38
Network engineer,Entertainment,Increasing,Moderate,52413.14,Bachelor’s Degree,5,7955,5828,9.24,21.94,India,59.32
Sales promotion account executive,Finance,Decreasing,High,90330.87,Bachelor’s Degree,14,4051,695,77.75,87.42,Germany,41.88
Clothing/textile technologist,Entertainment,Increasing,High,82028.61,Bachelor’s Degree,3,1303,4868,10.55,24.86,UK,38.92
Animator,Entertainment,Increasing,Low,81655.77,Associate Degree,20,1693,829,96.16,46.21,India,32.72
Information officer,Transportation,Increasing,Moderate,149670.14,Master’s Degree,2,3997,5840,57.4,15.61,Brazil,75.29
Clinical embryologist,Finance,Increasing,Low,39799.0,High School,0,479,3164,39.9,90.77,Germany,60.52
Quality manager,IT,Decreasing,High,94334.07,Bachelor’s Degree,18,144,5136,99.08,76.7,Canada,37.91
Warehouse manager,Manufacturing,Increasing,Moderate,133714.44,PhD,14,5858,714,38.91,57.81,UK,43.08
Dance movement psychotherapist,Retail,Increasing,Moderate,130409.63,Bachelor’s Degree,17,4043,8062,75.81,33.97,USA,46.08
Warden/ranger,Entertainment,Increasing,High,56057.94,High School,3,4963,6658,2.32,40.81,UK,30.03
Cytogeneticist,IT,Increasing,Low,68214.14,PhD,8,2136,2619,56.8,52.87,USA,52.4
Housing manager/officer,IT,Decreasing,Moderate,142051.44,Associate Degree,3,6154,8451,96.74,23.15,Germany,73.73
"Pharmacist, hospital",Finance,Increasing,Low,136082.68,High School,5,2379,3262,17.65,15.54,Canada,72.56
Architectural technologist,IT,Increasing,Low,116062.91,High School,14,4645,5920,87.2,95.62,India,27.67
"Therapist, speech and language",Retail,Increasing,Moderate,56552.02,Master’s Degree,0,9853,2046,13.95,60.83,Germany,43.94
"Engineer, maintenance (IT)",Education,Increasing,Moderate,69078.73,Associate Degree,8,8086,4669,44.44,38.64,Canada,62.42
Travel agency manager,Transportation,Increasing,Moderate,30535.52,PhD,3,7327,9154,55.66,19.13,USA,28.11
Dramatherapist,Retail,Decreasing,High,68812.9,High School,3,8428,6688,43.93,89.39,UK,65.37
Retail banker,Manufacturing,Decreasing,Low,121392.35,PhD,7,5148,9756,97.22,8.39,USA,55.63
"Therapist, horticultural",Education,Decreasing,High,65775.34,Associate Degree,17,8876,5735,23.08,13.15,Germany,44.33
Product manager,Entertainment,Increasing,Low,54833.76,Master’s Degree,18,9696,4238,33.36,87.46,USA,60.41
Telecommunications researcher,Healthcare,Increasing,Moderate,111923.75,Master’s Degree,9,2812,5444,70.26,62.38,UK,67.01
"Engineer, civil (consulting)",Education,Decreasing,Low,79160.64,Master’s Degree,6,6961,5434,43.74,28.2,Brazil,38.49
Clinical cytogeneticist,Healthcare,Decreasing,High,106100.0,Bachelor’s Degree,14,6146,670,37.62,62.86,UK,26.58
"Clinical scientist, histocompatibility and immunogenetics",Manufacturing,Decreasing,Moderate,65147.95,Master’s Degree,17,932,145,12.8,81.31,Brazil,29.23
"Designer, industrial/product",Retail,Decreasing,Low,44330.76,Bachelor’s Degree,0,7012,1418,12.74,98.07,Brazil,73.03
Clinical molecular geneticist,Education,Decreasing,Low,80266.09,Associate Degree,10,1140,6034,26.5,10.24,China,47.95
"Administrator, education",Education,Decreasing,Moderate,107736.31,High School,16,8047,8712,16.52,68.69,India,28.86
Statistician,Transportation,Decreasing,High,46966.85,Bachelor’s Degree,10,9588,2250,28.8,74.5,Canada,40.4
Biomedical engineer,Entertainment,Decreasing,Moderate,81623.69,PhD,7,2576,8883,85.58,85.58,Canada,32.39
"Programmer, multimedia",Retail,Increasing,Moderate,115366.51,Associate Degree,15,2340,1330,89.03,98.6,Brazil,70.56
IT sales professional,Retail,Increasing,High,90775.59,Associate Degree,14,3471,1974,71.0,27.61,Brazil,42.89
"Surveyor, insurance",Finance,Decreasing,Low,95295.06,Associate Degree,3,1498,7780,91.23,42.2,UK,34.32
"Psychologist, forensic",Entertainment,Increasing,Low,118992.89,Bachelor’s Degree,15,1898,3519,3.97,54.12,Brazil,40.81
Minerals surveyor,Manufacturing,Decreasing,Moderate,47669.48,Bachelor’s Degree,13,3274,3465,0.31,10.66,UK,21.72
Arts development officer,IT,Increasing,High,85421.04,Associate Degree,13,4172,7807,79.44,43.38,India,36.12
"Engineer, site",Manufacturing,Increasing,Moderate,74295.15,High School,8,2846,8879,53.43,29.81,UK,62.18
Bookseller,IT,Increasing,Low,102639.57,PhD,15,9729,2908,83.0,16.11,Brazil,72.66
Comptroller,Education,Increasing,Moderate,138097.01,Associate Degree,9,1372,9498,76.94,35.95,China,58.9
Brewing technologist,Entertainment,Decreasing,High,65137.7,PhD,10,6060,2238,20.59,6.92,Australia,30.53
Clinical molecular geneticist,Education,Decreasing,High,37202.08,PhD,6,5691,7035,74.5,99.54,Australia,45.76
Lawyer,Education,Decreasing,Low,120920.68,Bachelor’s Degree,3,4793,1313,84.78,21.61,UK,21.57
Ergonomist,Retail,Increasing,Moderate,131081.43,Associate Degree,17,6987,7972,11.96,68.31,Australia,50.3
Health physicist,IT,Decreasing,High,105064.4,PhD,1,3573,2894,52.01,32.37,USA,35.29
Television floor manager,IT,Decreasing,Moderate,31164.04,Associate Degree,5,2332,1093,7.27,57.81,Germany,45.71
Product manager,Retail,Decreasing,High,108025.65,PhD,19,583,7717,74.94,63.03,Germany,55.52
Health and safety adviser,Transportation,Decreasing,Low,100510.75,Master’s Degree,19,1417,8395,47.23,24.7,USA,68.29
Education administrator,Transportation,Decreasing,Moderate,41511.9,High School,12,5856,847,55.03,36.94,USA,63.88
Podiatrist,IT,Increasing,Low,115623.37,Associate Degree,9,1765,2333,36.54,32.97,Australia,65.53
Soil scientist,Finance,Increasing,High,121978.77,Associate Degree,9,1023,1437,14.08,9.34,Canada,20.31
"Psychotherapist, dance movement",Retail,Increasing,Moderate,80567.31,PhD,14,4139,7399,19.03,59.12,UK,61.61
Outdoor activities/education manager,Transportation,Decreasing,Low,87459.81,High School,6,5144,4881,93.84,43.63,Brazil,76.55
Public affairs consultant,Transportation,Increasing,Moderate,112388.19,Bachelor’s Degree,11,5496,687,89.79,70.28,Canada,79.67
"Journalist, magazine",Transportation,Increasing,High,116579.92,PhD,5,2159,3383,2.9,20.89,Australia,77.11
"Psychotherapist, dance movement",Manufacturing,Increasing,High,85082.22,High School,10,5953,7358,22.29,40.73,UK,56.22
Early years teacher,Retail,Increasing,High,140796.11,Master’s Degree,1,7107,9468,20.55,63.64,Germany,55.48
"Nurse, adult",Healthcare,Decreasing,Moderate,55560.98,High School,15,8790,9331,55.86,17.95,Brazil,27.65
Production manager,Education,Decreasing,Moderate,144638.45,Master’s Degree,8,685,1844,0.42,4.92,Germany,48.86
Chartered management accountant,Education,Decreasing,Low,47718.96,Associate Degree,5,2712,7278,92.51,19.12,UK,64.15
"Psychologist, prison and probation services",Entertainment,Decreasing,Low,74779.31,Associate Degree,20,788,3166,88.12,70.78,Brazil,75.79
Immigration officer,Retail,Increasing,Moderate,44546.6,PhD,18,2510,9550,99.59,3.79,India,21.77
"Surveyor, building",IT,Increasing,Low,142727.31,High School,12,1068,7981,15.07,31.62,Brazil,76.06
Operations geologist,Finance,Decreasing,High,108330.81,Associate Degree,0,5338,9619,56.2,85.01,Germany,70.26
"Engineer, energy",Finance,Increasing,Moderate,93507.09,Associate Degree,3,6851,3383,86.97,65.35,Germany,28.38
Travel agency manager,Retail,Decreasing,High,123093.24,High School,19,6926,8335,85.58,90.33,India,61.28
Financial planner,IT,Increasing,Low,37798.97,Associate Degree,10,6734,3341,77.61,77.82,India,26.04
Research scientist (life sciences),Transportation,Decreasing,Moderate,116389.54,Associate Degree,9,9147,6096,62.3,74.23,Brazil,37.58
Equality and diversity officer,Entertainment,Decreasing,High,97957.26,Master’s Degree,16,8233,2507,40.64,90.38,China,26.36
Museum/gallery exhibitions officer,Manufacturing,Decreasing,Low,146952.37,Master’s Degree,14,9458,8978,66.74,74.02,USA,43.62
Meteorologist,IT,Decreasing,Low,81164.13,High School,13,3646,5719,39.67,54.34,Germany,23.32
"Lighting technician, broadcasting/film/video",Manufacturing,Increasing,High,111327.92,High School,11,8293,1695,16.69,98.95,Germany,57.52
IT consultant,Transportation,Decreasing,Moderate,142626.22,Master’s Degree,17,8125,1915,53.21,93.66,Australia,71.34
Television production assistant,Retail,Increasing,Low,120670.48,Bachelor’s Degree,0,6628,2294,57.25,37.37,USA,78.92
"Therapist, nutritional",IT,Increasing,Low,125500.63,Master’s Degree,9,7449,8315,75.55,95.43,Brazil,44.01
Horticultural therapist,Finance,Increasing,Moderate,31989.88,High School,13,168,3207,58.36,55.15,China,49.14
"Education officer, community",Education,Increasing,High,128205.84,Master’s Degree,6,4350,9844,2.32,19.9,UK,32.06
Trade mark attorney,Retail,Increasing,Moderate,120264.67,High School,6,1910,7767,66.65,99.09,Canada,32.98
"Merchandiser, retail",Entertainment,Increasing,High,128402.43,High School,1,1886,9545,81.95,4.55,USA,69.27
Transport planner,Finance,Increasing,Low,48173.85,PhD,12,9090,8793,57.39,37.18,China,46.39
Learning mentor,IT,Increasing,Low,130948.76,PhD,13,3650,490,45.67,87.24,USA,53.05
"Programme researcher, broadcasting/film/video",Retail,Decreasing,Low,106609.6,PhD,0,8747,3931,91.4,47.32,Germany,40.96
Retail buyer,Finance,Increasing,Moderate,110306.89,High School,17,9384,9105,59.88,44.37,UK,63.33
Television/film/video producer,IT,Increasing,Low,117243.79,PhD,6,7270,8905,58.17,79.89,China,29.73
"Administrator, arts",Finance,Increasing,Low,114930.74,Bachelor’s Degree,0,1428,3966,59.24,80.99,China,60.77
Air traffic controller,Manufacturing,Increasing,Moderate,74153.13,Bachelor’s Degree,12,6531,3689,49.17,44.08,UK,52.86
Newspaper journalist,Manufacturing,Increasing,Low,103509.96,Associate Degree,4,6899,4694,90.39,82.63,Australia,70.5
Phytotherapist,Finance,Decreasing,Low,33585.69,Master’s Degree,11,2569,5889,9.98,73.92,China,41.26
Broadcast presenter,Entertainment,Increasing,Moderate,87839.35,Master’s Degree,18,3387,7514,39.02,25.76,Canada,28.75
Research scientist (physical sciences),Healthcare,Decreasing,Low,125708.65,Associate Degree,8,7025,1898,62.71,23.38,India,44.32
"Surveyor, insurance",Transportation,Increasing,Moderate,146314.9,PhD,3,8973,3847,67.7,20.33,Brazil,58.48
Intelligence analyst,Retail,Increasing,Low,34166.16,Master’s Degree,8,1532,3590,1.51,25.53,India,66.55
Further education lecturer,IT,Increasing,High,116350.87,Associate Degree,0,6166,2546,46.34,71.2,Australia,67.64
Tax adviser,Education,Decreasing,Moderate,32194.05,Bachelor’s Degree,16,1158,6511,23.8,17.9,Brazil,70.08
Aid worker,Healthcare,Decreasing,Moderate,123070.28,Associate Degree,16,8537,2936,3.41,49.91,USA,48.46
Education administrator,Finance,Increasing,High,64044.7,High School,18,7154,4893,14.51,53.1,Australia,37.87
"Horticulturist, commercial",Finance,Increasing,Moderate,34109.68,Associate Degree,17,5161,6276,33.62,71.26,UK,43.61
Soil scientist,Entertainment,Increasing,High,130576.64,PhD,13,4950,8244,4.29,50.65,Canada,29.2
Historic buildings inspector/conservation officer,Transportation,Increasing,Low,66103.05,Bachelor’s Degree,10,8166,336,38.72,29.93,Brazil,43.46
Commercial horticulturist,Entertainment,Increasing,High,63242.39,Master’s Degree,14,7735,1669,33.48,57.42,USA,69.31
"Nurse, adult",IT,Decreasing,Moderate,115996.98,Master’s Degree,20,8327,181,42.38,25.4,USA,67.95
Geographical information systems officer,Transportation,Decreasing,Low,135973.86,Bachelor’s Degree,20,9470,9305,93.49,69.72,Australia,65.43
Ship broker,Healthcare,Increasing,Moderate,84781.55,Associate Degree,9,5752,915,67.84,21.94,UK,31.69
Community development worker,Healthcare,Increasing,Moderate,122760.94,PhD,9,4613,9846,18.39,68.46,USA,70.95
Adult guidance worker,Education,Increasing,High,108355.73,Master’s Degree,15,4710,4117,64.83,86.51,China,70.82
Cytogeneticist,Transportation,Decreasing,Low,46250.0,Master’s Degree,12,8206,8240,71.41,57.99,Australia,52.51
Jewellery designer,Transportation,Decreasing,High,35628.46,Associate Degree,14,273,4621,80.05,94.74,Brazil,20.23
"Accountant, chartered certified",Transportation,Increasing,Low,71042.86,Associate Degree,10,5456,6847,52.62,97.79,India,24.09
Editorial assistant,Healthcare,Increasing,Low,148530.54,Bachelor’s Degree,16,9937,5956,39.63,36.26,Australia,54.61
Animator,Healthcare,Increasing,High,82922.9,Associate Degree,6,2505,8355,63.19,45.0,UK,72.04
Applications developer,Transportation,Decreasing,Moderate,134672.27,Associate Degree,6,6599,1393,37.77,49.91,Germany,59.0
Publishing copy,Entertainment,Decreasing,Moderate,49880.76,Associate Degree,19,9810,2635,33.62,2.89,Brazil,33.44
Editorial assistant,Healthcare,Decreasing,Low,100770.66,Master’s Degree,0,3524,3943,4.8,72.16,USA,51.23
Hydrologist,Retail,Increasing,Moderate,86916.64,PhD,17,3093,454,30.4,39.33,India,72.87
Legal secretary,Entertainment,Decreasing,High,73982.53,Master’s Degree,6,2613,2663,69.87,50.02,USA,32.83
Musician,Finance,Decreasing,Low,53337.98,Bachelor’s Degree,7,4217,6322,95.1,14.79,USA,28.8
"Education officer, community",Retail,Decreasing,High,137679.83,PhD,16,4464,1807,57.77,67.71,Brazil,28.72
Advertising account executive,Manufacturing,Increasing,Moderate,96059.79,Master’s Degree,10,442,3901,95.35,69.75,Australia,53.72
"Designer, textile",Healthcare,Increasing,High,61481.33,PhD,19,714,6707,87.95,32.72,Germany,75.94
Transport planner,Transportation,Decreasing,Moderate,142577.1,Bachelor’s Degree,19,3299,2542,90.58,9.88,Germany,66.08
Advice worker,Transportation,Decreasing,Low,50334.14,High School,3,8598,2604,45.74,31.62,India,77.19
Personal assistant,IT,Decreasing,High,78193.48,Associate Degree,16,4239,8373,69.91,79.75,UK,50.7
"Engineer, agricultural",IT,Decreasing,Low,135524.13,Bachelor’s Degree,2,8074,5494,46.43,17.43,Brazil,73.26
Medical technical officer,Finance,Decreasing,Moderate,113953.02,PhD,19,1927,2926,99.95,66.66,China,40.55
Holiday representative,Healthcare,Increasing,High,92714.88,High School,13,6450,741,90.68,93.31,Germany,23.89
Warehouse manager,IT,Decreasing,Moderate,80144.74,Associate Degree,9,2076,8380,67.48,20.52,USA,31.03
"Scientist, physiological",Healthcare,Increasing,Moderate,119417.68,Master’s Degree,19,5019,8932,83.52,7.73,Australia,72.62
Broadcast engineer,Manufacturing,Increasing,Moderate,48730.39,High School,10,7274,6541,41.48,7.08,Germany,78.27
Fashion designer,IT,Decreasing,Low,35967.97,Bachelor’s Degree,12,1533,5654,46.91,2.22,UK,68.34
"Conservation officer, historic buildings",Healthcare,Increasing,Low,32381.19,Master’s Degree,19,8761,7592,52.29,57.18,Australia,24.35
"Designer, industrial/product",Transportation,Increasing,Moderate,91740.18,Associate Degree,9,8384,2746,34.86,60.84,India,23.81
Quantity surveyor,IT,Increasing,Low,118110.38,Bachelor’s Degree,7,7311,1328,12.01,82.81,Brazil,61.71
Health physicist,Manufacturing,Decreasing,Moderate,87447.54,Master’s Degree,7,5330,7209,26.18,33.3,Canada,76.1
Outdoor activities/education manager,IT,Increasing,Low,95901.27,Bachelor’s Degree,16,8351,8702,53.62,72.89,Canada,21.04
Ergonomist,Education,Decreasing,Low,147132.45,PhD,2,991,6336,94.49,14.99,USA,74.29
Dentist,Entertainment,Decreasing,Low,142441.46,PhD,17,5063,3738,18.18,15.76,UK,48.33
Art gallery manager,Finance,Increasing,Low,97276.46,Associate Degree,17,144,3646,37.53,10.21,USA,42.94
Applications developer,Education,Decreasing,Moderate,126560.63,Master’s Degree,6,1990,9624,32.17,97.86,Canada,78.36
"Engineer, materials",Finance,Increasing,Moderate,111326.91,Associate Degree,17,8021,2735,47.25,31.82,India,50.24
Youth worker,IT,Decreasing,High,49143.68,Master’s Degree,19,4517,4646,35.96,34.67,Australia,30.16
Freight forwarder,Manufacturing,Decreasing,Low,133191.24,PhD,8,8856,9202,97.96,54.04,UK,72.06
"Scientist, marine",Education,Increasing,Moderate,144047.54,PhD,15,4461,7918,91.93,61.54,China,23.51
Media planner,Retail,Increasing,High,69881.11,Master’s Degree,14,4417,9005,18.25,11.51,Brazil,76.62
"Buyer, industrial",Finance,Increasing,Moderate,36270.53,Bachelor’s Degree,13,5411,8540,41.89,70.31,Germany,32.86
Press sub,Transportation,Decreasing,Moderate,55255.36,Associate Degree,14,7097,7949,51.78,36.92,China,62.63
Writer,Manufacturing,Decreasing,Moderate,87529.18,Associate Degree,20,9040,2519,68.31,16.82,Australia,75.61
Pathologist,IT,Increasing,High,79901.18,Associate Degree,15,1236,6444,63.83,47.95,USA,39.38
Broadcast engineer,Transportation,Increasing,Low,132761.39,Bachelor’s Degree,13,1050,4938,93.17,66.34,Germany,69.23
Ranger/warden,Education,Decreasing,Moderate,71373.48,Bachelor’s Degree,11,8414,7569,28.71,48.42,Australia,26.68
Magazine features editor,Entertainment,Increasing,Moderate,52701.78,Bachelor’s Degree,14,9591,8683,42.41,95.39,Canada,32.6
"Administrator, sports",Healthcare,Increasing,Low,102552.09,Bachelor’s Degree,20,1982,3212,38.69,44.17,Australia,59.57
Restaurant manager,Education,Increasing,Low,70646.08,Master’s Degree,9,4685,8432,16.05,97.48,Germany,58.22
Medical technical officer,IT,Increasing,Low,46300.19,Master’s Degree,16,8330,9158,71.17,78.24,UK,71.93
Nature conservation officer,Education,Increasing,Moderate,130156.39,Bachelor’s Degree,0,918,2534,65.95,8.47,Brazil,59.49
Curator,Manufacturing,Decreasing,Low,95165.16,PhD,15,8067,7925,4.02,2.41,Germany,23.14
"Accountant, chartered certified",Education,Decreasing,High,86590.37,Master’s Degree,5,4552,7340,99.17,2.5,UK,26.45
Volunteer coordinator,Education,Increasing,High,71283.33,Associate Degree,13,9556,705,20.44,9.62,USA,59.0
"Teacher, primary school",Healthcare,Decreasing,Low,70708.7,Associate Degree,7,8746,6779,49.03,15.94,Brazil,39.84
Contractor,Finance,Decreasing,Moderate,59327.5,Associate Degree,0,1063,6840,34.93,96.68,Australia,47.18
"Surveyor, quantity",Finance,Increasing,Moderate,87326.29,Associate Degree,20,7779,5800,11.61,56.51,Germany,68.98
Herpetologist,Manufacturing,Decreasing,Moderate,144496.94,Master’s Degree,4,8636,2716,45.6,50.07,Germany,47.95
Prison officer,Education,Decreasing,Moderate,51300.73,Bachelor’s Degree,4,6816,1157,6.11,57.41,China,62.16
Risk manager,Retail,Decreasing,Low,45035.65,High School,8,8263,1877,8.98,53.56,India,41.44
"Designer, jewellery",Manufacturing,Decreasing,Low,97903.12,Bachelor’s Degree,18,4165,3794,45.07,77.5,UK,25.52
Commissioning editor,Healthcare,Increasing,Low,122011.04,PhD,11,5445,1004,96.98,48.47,USA,51.75
Publishing copy,Education,Decreasing,Low,31976.85,Master’s Degree,0,8926,1353,73.68,9.83,Australia,68.28
"Therapist, occupational",Entertainment,Decreasing,Low,54405.3,Bachelor’s Degree,14,3703,6300,73.19,20.64,Australia,44.59
Armed forces logistics/support/administrative officer,Retail,Increasing,High,92700.88,Associate Degree,3,5957,8219,6.63,5.63,Germany,56.91
Tree surgeon,IT,Decreasing,Low,62190.6,Bachelor’s Degree,20,1641,8781,30.09,92.22,India,26.58
Herbalist,Entertainment,Decreasing,Low,31513.56,PhD,10,6698,9321,95.77,86.3,USA,63.33
Fish farm manager,Transportation,Decreasing,Moderate,135867.83,High School,7,4289,1756,9.63,11.27,UK,63.79
Race relations officer,Entertainment,Decreasing,Moderate,130543.84,High School,6,4783,9544,31.23,26.09,Germany,76.18
"Engineer, building services",Retail,Decreasing,Low,109927.66,Associate Degree,4,9354,8019,90.53,5.38,USA,74.5
Sales promotion account executive,Transportation,Increasing,High,101997.57,Bachelor’s Degree,10,2686,1230,32.77,43.12,Canada,78.22
Lawyer,Manufacturing,Increasing,High,145357.91,PhD,4,8918,6168,45.51,4.27,Germany,46.84
Retail manager,Manufacturing,Increasing,Low,143335.77,Associate Degree,13,9816,4039,9.79,3.84,Germany,45.85
Exercise physiologist,Education,Decreasing,Moderate,81929.54,Associate Degree,2,2126,5974,96.64,32.43,UK,60.6
Ecologist,Transportation,Decreasing,High,143430.85,Associate Degree,18,5214,5157,17.15,43.57,Germany,62.52
Ranger/warden,Entertainment,Decreasing,Moderate,50023.62,High School,0,7368,7798,58.58,65.3,UK,49.16
"Scientist, clinical (histocompatibility and immunogenetics)",Retail,Increasing,High,73811.34,Bachelor’s Degree,15,1099,2528,61.91,41.65,India,72.54
Police officer,Healthcare,Decreasing,High,87927.4,High School,14,3862,9554,22.36,91.03,India,49.3
Armed forces logistics/support/administrative officer,Manufacturing,Increasing,High,58954.29,High School,1,6433,5931,3.76,50.07,Canada,28.56
Magazine features editor,Education,Increasing,Low,39147.15,Associate Degree,17,332,936,58.36,19.12,India,40.34
"Copywriter, advertising",Finance,Decreasing,Moderate,145524.39,Bachelor’s Degree,17,7309,7877,33.68,13.36,Brazil,28.6
Retail banker,Entertainment,Increasing,High,100482.1,PhD,10,1624,3239,89.36,43.32,Germany,73.95
Public librarian,Retail,Decreasing,Low,110041.4,Bachelor’s Degree,0,1378,7719,83.87,12.78,Brazil,22.02
Advice worker,Education,Decreasing,Moderate,87786.36,PhD,8,6074,1723,24.23,28.72,Brazil,53.94
IT sales professional,Transportation,Decreasing,High,60348.32,Master’s Degree,1,7662,7119,9.84,73.28,USA,41.6
Electronics engineer,Finance,Increasing,Low,37657.96,Master’s Degree,20,6480,1847,88.34,90.73,UK,35.73
Building surveyor,Education,Decreasing,Low,85308.91,Bachelor’s Degree,11,1605,634,15.19,16.52,India,55.32
IT sales professional,Finance,Increasing,Moderate,125480.14,PhD,8,3713,3109,57.71,13.92,Germany,38.52
Editorial assistant,Healthcare,Increasing,Low,63326.47,High School,5,4845,1737,87.0,12.61,Australia,26.17
Records manager,Education,Increasing,Moderate,136139.82,Associate Degree,5,1236,7211,87.01,8.08,Brazil,55.23
Financial manager,IT,Decreasing,Moderate,70072.1,Associate Degree,19,2201,8883,27.85,53.83,Germany,78.89
Futures trader,Transportation,Increasing,High,103214.16,High School,7,1525,4225,88.14,4.64,Germany,33.35
Clinical psychologist,Transportation,Increasing,Moderate,52697.73,PhD,0,9649,3803,35.47,78.66,Canada,33.58
Commercial art gallery manager,Transportation,Decreasing,Low,73282.62,Bachelor’s Degree,6,7125,7415,89.43,86.97,Brazil,35.98
"Exhibitions officer, museum/gallery",IT,Decreasing,High,119080.32,Associate Degree,14,2289,5824,12.3,73.27,Canada,38.1
Probation officer,Entertainment,Decreasing,High,124994.02,PhD,20,4882,7535,50.71,37.13,Brazil,64.94
"Teacher, adult education",Entertainment,Decreasing,Low,116528.98,Bachelor’s Degree,20,9352,9991,42.66,62.61,USA,41.0
Higher education careers adviser,Education,Increasing,High,143737.27,Master’s Degree,9,2198,4084,71.47,34.37,Brazil,43.43
"Nurse, mental health",Healthcare,Decreasing,High,95323.1,High School,14,4937,6263,12.53,91.68,Australia,56.55
"Surveyor, land/geomatics",Retail,Increasing,Low,55654.39,Associate Degree,18,5252,9400,90.06,17.37,India,53.51
"Engineer, automotive",Finance,Decreasing,Low,122222.64,PhD,3,7549,5420,14.93,37.29,Australia,34.13
"Geneticist, molecular",IT,Increasing,Low,40970.42,High School,19,5652,5398,8.41,95.19,China,34.51
Industrial/product designer,Healthcare,Increasing,Moderate,115259.18,Bachelor’s Degree,15,5072,7845,45.03,16.66,China,61.76
Financial risk analyst,Finance,Decreasing,Moderate,45779.06,High School,19,7636,4462,46.41,74.87,Brazil,57.87
Naval architect,IT,Increasing,Low,141107.85,Associate Degree,11,9141,9789,54.93,87.07,Australia,49.77
Sport and exercise psychologist,Healthcare,Increasing,Low,143358.28,Associate Degree,18,3120,6486,45.98,33.54,Canada,79.18
Customer service manager,Entertainment,Decreasing,High,33325.26,Bachelor’s Degree,14,9726,3605,66.04,30.98,Germany,38.25
Immunologist,Healthcare,Decreasing,Low,144171.21,PhD,6,8172,1193,50.03,87.44,India,62.74
Television production assistant,Education,Increasing,High,88511.5,Associate Degree,10,7422,6573,34.51,14.72,Brazil,40.21
Clinical molecular geneticist,Manufacturing,Increasing,Moderate,55639.94,Master’s Degree,13,3511,6449,58.2,62.71,UK,52.32
Special effects artist,Entertainment,Increasing,Moderate,99187.24,Bachelor’s Degree,14,4726,3835,78.0,72.59,USA,56.05
"Designer, television/film set",Manufacturing,Decreasing,High,113311.62,Bachelor’s Degree,15,3628,263,3.11,17.77,Canada,71.47
Engineering geologist,Education,Decreasing,High,76798.52,Associate Degree,5,2219,2622,61.12,29.03,USA,24.88
Cytogeneticist,Entertainment,Decreasing,High,72785.57,Bachelor’s Degree,1,1099,4767,40.69,66.41,Australia,75.15
Water quality scientist,Manufacturing,Increasing,Moderate,82314.45,Associate Degree,11,8346,6972,45.35,88.31,UK,22.19
Historic buildings inspector/conservation officer,Entertainment,Increasing,High,130337.13,PhD,15,4433,9796,35.98,52.14,USA,65.6
Landscape architect,IT,Increasing,Moderate,127050.39,High School,2,8239,151,90.24,23.64,India,26.55
Barrister,Education,Decreasing,Moderate,138334.78,Bachelor’s Degree,11,1280,4964,26.34,98.82,Brazil,47.1
Automotive engineer,IT,Decreasing,Moderate,127589.15,Associate Degree,3,9548,582,64.07,25.93,UK,65.76
Land/geomatics surveyor,Retail,Increasing,Moderate,62744.73,Master’s Degree,0,5440,7435,61.01,18.48,China,77.94
Chief Financial Officer,Manufacturing,Decreasing,Low,102504.53,PhD,6,6923,4185,69.8,39.44,Australia,67.07
Pensions consultant,Finance,Decreasing,Low,103568.46,Associate Degree,18,2943,6339,34.46,84.76,China,27.17
Information systems manager,Finance,Increasing,Low,138690.13,High School,16,6765,8317,26.3,67.2,USA,47.83
Fisheries officer,Manufacturing,Decreasing,Moderate,103339.99,PhD,19,979,6411,97.24,2.81,Brazil,44.55
Control and instrumentation engineer,IT,Increasing,Low,40940.75,Bachelor’s Degree,5,4413,3340,43.67,81.94,UK,43.12
Audiological scientist,Entertainment,Decreasing,Low,60515.72,Bachelor’s Degree,13,8415,5772,68.44,1.87,India,51.13
Artist,Manufacturing,Increasing,High,98539.29,PhD,17,3162,1146,68.54,28.98,Germany,58.52
Wellsite geologist,Retail,Decreasing,Moderate,98161.0,Bachelor’s Degree,12,6052,9231,63.94,78.35,UK,45.83
"Solicitor, Scotland",Retail,Decreasing,Moderate,99777.19,Associate Degree,1,536,1419,15.71,8.56,India,30.29
Scientific laboratory technician,Transportation,Decreasing,High,132367.9,Master’s Degree,19,9789,2169,95.71,25.87,Brazil,29.94
Contracting civil engineer,Entertainment,Decreasing,Moderate,134045.17,High School,15,2495,7954,85.76,19.36,UK,76.3
Dealer,Entertainment,Increasing,Low,35773.55,Associate Degree,16,1783,9715,27.03,49.22,China,51.62
Transport planner,Manufacturing,Increasing,Low,107233.23,Associate Degree,5,1754,6524,91.57,35.13,China,50.55
Magazine journalist,Retail,Decreasing,Moderate,147809.79,Master’s Degree,11,8565,1613,97.38,25.22,China,29.11
"Engineer, drilling",Education,Decreasing,Moderate,143847.26,PhD,7,6780,3014,23.36,23.81,Brazil,74.42
Community pharmacist,Entertainment,Decreasing,Low,122495.98,Associate Degree,20,4412,6411,90.73,31.67,Germany,23.67
Waste management officer,Entertainment,Decreasing,Moderate,131338.8,Master’s Degree,10,2982,534,63.57,56.74,India,42.67
Corporate treasurer,Healthcare,Increasing,High,50692.98,High School,20,335,1565,99.81,89.23,Canada,74.93
Risk analyst,Manufacturing,Decreasing,Moderate,144680.73,Associate Degree,16,429,8941,9.85,3.24,Germany,56.57
Records manager,Healthcare,Increasing,Low,90198.76,Associate Degree,16,6193,9668,97.12,34.62,Australia,41.29
Call centre manager,Healthcare,Increasing,High,114239.18,Master’s Degree,5,3099,4070,11.08,37.41,Germany,26.65
"Therapist, horticultural",Education,Increasing,High,58220.54,High School,5,1936,266,63.5,93.0,Brazil,73.25
"Nurse, children's",IT,Decreasing,High,135725.9,Master’s Degree,4,584,5246,83.39,55.48,Australia,47.94
"Engineer, energy",Education,Decreasing,Moderate,127281.69,PhD,0,3427,1770,59.67,45.67,USA,78.38
Exhibition designer,Healthcare,Increasing,Moderate,47739.6,Master’s Degree,17,2627,9023,47.14,63.64,UK,67.29
Learning mentor,Manufacturing,Increasing,Moderate,95734.78,PhD,16,8548,7532,52.89,67.53,Germany,64.39
Outdoor activities/education manager,Healthcare,Decreasing,Low,112501.29,High School,2,7902,6290,71.75,86.83,Brazil,57.24
"Buyer, retail",Retail,Decreasing,Moderate,78101.45,PhD,16,1245,8527,83.62,53.85,India,68.93
Environmental manager,Education,Decreasing,High,92844.24,PhD,2,6401,6523,42.37,53.01,USA,33.79
Financial controller,Finance,Increasing,Moderate,36089.54,Associate Degree,19,4253,2454,5.53,0.52,India,65.13
"Optician, dispensing",Manufacturing,Decreasing,High,70527.15,Master’s Degree,1,6058,8674,95.72,48.81,Germany,56.92
English as a second language teacher,Education,Increasing,High,85723.96,Master’s Degree,7,3842,3362,77.11,89.03,India,53.2
Lawyer,IT,Decreasing,Low,139416.22,Bachelor’s Degree,12,7209,9828,46.98,23.04,India,41.19
Cartographer,Manufacturing,Increasing,Moderate,81330.25,Master’s Degree,19,5449,5060,37.85,47.09,Australia,20.3
Theatre manager,Finance,Increasing,High,78557.36,Master’s Degree,3,4687,1572,37.5,44.46,USA,75.05
Consulting civil engineer,Finance,Increasing,Low,46417.8,High School,8,9045,483,14.38,94.65,USA,52.18
Technical sales engineer,Entertainment,Increasing,High,126342.31,Bachelor’s Degree,13,7243,8898,22.37,94.96,China,23.18
"Teacher, adult education",Retail,Decreasing,Moderate,78998.69,Bachelor’s Degree,19,6114,5042,85.74,50.48,Australia,59.8
Office manager,Healthcare,Decreasing,Low,125045.43,Bachelor’s Degree,18,5268,5380,63.64,34.17,Germany,38.9
Armed forces operational officer,IT,Increasing,High,81703.49,Master’s Degree,15,4497,9817,88.92,45.73,UK,24.62
"Engineer, building services",Healthcare,Decreasing,High,96930.98,Bachelor’s Degree,10,9742,9824,91.71,68.88,India,54.93
Legal executive,IT,Decreasing,Low,69602.82,High School,18,490,406,88.95,45.04,Germany,67.69
"Optician, dispensing",Manufacturing,Decreasing,Moderate,31495.27,Bachelor’s Degree,14,1628,7832,58.11,57.49,Canada,61.2
Games developer,Education,Increasing,High,88325.52,Bachelor’s Degree,18,328,7158,99.15,81.58,UK,51.26
Product/process development scientist,Entertainment,Increasing,Moderate,68085.62,Associate Degree,14,3764,6122,38.74,85.68,Germany,73.97
Mining engineer,IT,Decreasing,Moderate,106786.39,High School,10,3951,8628,83.79,56.43,Brazil,44.9
Art therapist,Entertainment,Increasing,Moderate,139723.24,Bachelor’s Degree,7,8707,9361,46.92,5.03,India,72.94
Historic buildings inspector/conservation officer,Education,Decreasing,Moderate,111831.33,Master’s Degree,14,6720,9791,29.41,71.94,USA,77.88
Theatre stage manager,Education,Increasing,Moderate,129952.65,Master’s Degree,19,7950,5325,29.06,64.4,Germany,79.28
Physiological scientist,Healthcare,Decreasing,High,69647.42,PhD,8,5455,2430,26.32,53.62,Canada,39.92
Trade union research officer,Manufacturing,Decreasing,High,41127.0,Master’s Degree,9,6787,562,50.05,94.11,China,36.26
Occupational hygienist,Entertainment,Decreasing,High,58390.26,PhD,19,1579,9977,22.91,2.29,Australia,27.09
Academic librarian,Manufacturing,Increasing,High,87731.78,Master’s Degree,7,6305,5277,68.82,65.25,India,26.14
Control and instrumentation engineer,Transportation,Increasing,High,45919.6,Master’s Degree,3,6736,6568,75.16,81.67,UK,36.88
Medical physicist,Manufacturing,Increasing,High,93760.93,PhD,2,7576,766,46.63,31.25,Australia,61.34
Race relations officer,Entertainment,Increasing,High,48206.54,PhD,11,3934,6178,27.36,11.51,Germany,76.59
"Surveyor, land/geomatics",Education,Decreasing,Low,107477.05,High School,2,3303,9842,89.75,29.11,UK,24.68
"Administrator, charities/voluntary organisations",Finance,Increasing,High,63780.51,PhD,3,2695,618,64.57,92.42,USA,72.98
Plant breeder/geneticist,Retail,Decreasing,Low,148455.09,Master’s Degree,4,3633,6260,28.57,31.84,USA,52.52
Furniture conservator/restorer,Entertainment,Decreasing,Moderate,69747.35,PhD,11,1116,9526,19.52,36.83,UK,64.88
"Surveyor, commercial/residential",Healthcare,Decreasing,Moderate,130355.27,High School,5,6185,7035,75.8,5.04,Australia,47.7
Speech and language therapist,Healthcare,Decreasing,High,30359.34,High School,9,6615,849,89.79,12.08,Canada,31.64
Restaurant manager,Manufacturing,Increasing,Moderate,39696.76,Associate Degree,19,9566,5648,23.89,93.02,China,49.74
Hospital doctor,Manufacturing,Decreasing,Moderate,42166.95,Bachelor’s Degree,18,8280,9752,29.93,26.21,China,40.0
"Research officer, political party",Finance,Decreasing,Low,31540.26,Associate Degree,19,6145,7314,43.2,11.03,Brazil,44.74
"Engineer, communications",Education,Decreasing,High,62992.33,High School,4,3019,3163,70.65,81.07,China,67.11
Acupuncturist,Education,Decreasing,Moderate,56017.4,Bachelor’s Degree,18,3986,2793,93.83,94.78,Germany,62.81
"Psychologist, occupational",Finance,Decreasing,High,120087.54,Master’s Degree,14,7217,8686,22.32,79.73,Australia,42.49
Sports therapist,Manufacturing,Increasing,Low,65211.43,Associate Degree,3,1466,5405,62.5,78.12,Australia,59.33
Lexicographer,Education,Increasing,Moderate,141651.16,PhD,17,7136,7440,34.91,6.09,UK,31.64
Mental health nurse,Healthcare,Increasing,Moderate,36324.86,PhD,8,8362,9452,47.25,80.97,Australia,29.39
"Scientist, water quality",Healthcare,Decreasing,High,49990.39,Associate Degree,1,4829,9405,85.84,7.85,Australia,58.89
Accommodation manager,Manufacturing,Increasing,Moderate,138840.37,Associate Degree,20,9817,2546,46.9,20.65,India,50.97
Outdoor activities/education manager,Manufacturing,Decreasing,Low,144900.56,Bachelor’s Degree,3,8604,8329,29.17,68.54,Canada,23.46
Education administrator,Finance,Decreasing,Moderate,46178.8,Master’s Degree,2,3607,8575,84.19,73.24,Brazil,78.27
"Scientist, research (physical sciences)",Retail,Increasing,Moderate,136999.27,High School,13,7652,9631,33.57,18.05,China,51.46
Air cabin crew,Entertainment,Decreasing,High,84197.97,Master’s Degree,2,872,9449,49.16,48.95,UK,55.25
"Civil engineer, consulting",Manufacturing,Decreasing,Low,92328.98,Associate Degree,4,9938,4386,22.2,41.17,China,35.99
"Engineer, maintenance",Education,Increasing,Low,122447.72,Associate Degree,16,4200,5726,39.86,29.01,Australia,23.32
Arboriculturist,Manufacturing,Decreasing,Moderate,120618.99,Associate Degree,16,9387,5484,73.75,58.31,Australia,34.16
Jewellery designer,Entertainment,Increasing,Low,144815.39,Associate Degree,20,4758,5453,70.32,2.05,India,53.73
Special effects artist,Retail,Increasing,Moderate,62036.43,Bachelor’s Degree,19,7260,9990,99.46,36.37,USA,74.74
"Pilot, airline",Education,Increasing,High,68915.95,High School,3,8014,6505,11.1,4.83,Australia,76.92
Textile designer,Finance,Increasing,High,36941.84,Associate Degree,1,1529,9533,62.11,82.67,Germany,59.59
"Scientist, biomedical",Finance,Increasing,High,53525.71,Bachelor’s Degree,11,535,4137,81.1,74.7,USA,51.24
"Designer, furniture",Entertainment,Decreasing,Moderate,70771.1,High School,1,2379,4073,58.84,27.17,Canada,54.27
Materials engineer,IT,Increasing,Moderate,99722.71,Bachelor’s Degree,10,182,9074,55.09,7.97,India,39.26
Government social research officer,Transportation,Increasing,Low,128454.31,Master’s Degree,14,1792,5240,66.19,80.8,China,39.89
Educational psychologist,Education,Increasing,Low,131385.07,Master’s Degree,1,1042,7086,4.28,47.39,Germany,50.49
Paramedic,Retail,Decreasing,Low,111008.45,Master’s Degree,12,9236,1248,68.75,99.59,UK,41.73
"Production assistant, radio",IT,Decreasing,Low,60539.47,Associate Degree,13,4865,4658,6.11,15.85,Brazil,58.63
Horticultural therapist,Healthcare,Decreasing,High,102648.81,PhD,20,5710,6468,35.42,92.74,India,21.34
Ambulance person,Finance,Increasing,Low,142031.53,Master’s Degree,6,6279,1716,11.37,3.13,India,61.48
Special educational needs teacher,Finance,Increasing,Low,37637.69,Master’s Degree,10,7372,9232,5.62,94.99,India,35.75
Restaurant manager,Finance,Decreasing,Moderate,133656.84,PhD,10,666,2909,59.29,90.66,UK,51.43
Naval architect,Finance,Increasing,Low,134223.09,Associate Degree,4,8973,9905,17.37,60.51,Germany,61.7
Public house manager,Retail,Increasing,High,122949.25,High School,3,8839,3805,56.26,22.69,India,21.88
"Pharmacist, community",Transportation,Decreasing,High,98699.08,Bachelor’s Degree,18,3566,9384,33.09,35.6,Brazil,29.95
Music tutor,Education,Increasing,Moderate,76917.49,Associate Degree,13,7642,8702,58.41,94.35,USA,28.21
"Teacher, adult education",Transportation,Decreasing,Moderate,76711.37,PhD,12,8982,1327,70.54,15.36,China,73.9
Fine artist,IT,Decreasing,Low,47357.93,Associate Degree,17,639,6218,17.16,97.41,India,60.73
Print production planner,Education,Increasing,Moderate,46858.94,PhD,4,5335,7982,70.6,51.93,USA,47.2
"Embryologist, clinical",Transportation,Increasing,Low,112950.11,High School,15,5302,2278,0.86,5.66,Germany,40.63
Audiological scientist,Retail,Decreasing,Low,88156.3,Bachelor’s Degree,16,1227,7341,67.97,65.41,Germany,27.21
"Surveyor, quantity",Retail,Increasing,Low,46788.31,Associate Degree,20,9282,3768,10.24,98.4,Australia,21.69
Hydrogeologist,Education,Decreasing,Moderate,57390.03,PhD,11,4377,1807,26.93,0.85,USA,61.57
"Civil engineer, contracting",Education,Decreasing,Low,38410.08,PhD,2,9672,8236,47.01,14.31,Australia,58.89
Quality manager,IT,Decreasing,Moderate,84276.02,High School,10,5577,5885,90.91,63.78,UK,28.92
Theatre director,Transportation,Decreasing,Low,97433.7,High School,14,4915,3796,25.69,33.86,UK,57.98
Newspaper journalist,Entertainment,Increasing,Moderate,134629.74,Master’s Degree,2,3725,4689,36.86,36.27,India,27.53
"Chemist, analytical",Retail,Decreasing,Moderate,149324.23,Bachelor’s Degree,16,3948,3614,25.45,85.86,India,42.26
Personnel officer,Manufacturing,Decreasing,High,102986.15,Bachelor’s Degree,16,2186,1231,85.95,8.29,China,27.54
Radio producer,Healthcare,Increasing,High,98583.03,PhD,6,3591,8135,62.97,24.65,India,51.78
Volunteer coordinator,Manufacturing,Increasing,High,146906.07,PhD,20,3480,6773,23.31,26.4,Germany,64.48
Animal technologist,Healthcare,Increasing,Low,113310.45,Bachelor’s Degree,3,1419,9272,78.16,73.4,USA,47.34
Chief Technology Officer,Entertainment,Decreasing,High,113789.62,Master’s Degree,14,5197,7711,41.4,47.02,USA,21.52
"Therapist, art",Entertainment,Increasing,Moderate,109277.9,PhD,6,5677,136,34.6,93.9,Australia,43.24
"Nurse, learning disability",Healthcare,Increasing,High,133116.95,Bachelor’s Degree,1,7699,4195,87.8,10.45,USA,39.44
"Psychologist, sport and exercise",Retail,Increasing,High,131065.25,High School,14,1238,760,68.12,22.07,Australia,71.69
Operational investment banker,Retail,Decreasing,Moderate,120996.42,Bachelor’s Degree,7,3033,7192,8.33,86.43,UK,64.78
Print production planner,IT,Decreasing,Low,45246.35,Bachelor’s Degree,0,6839,6181,99.49,46.51,UK,42.65
"Presenter, broadcasting",Transportation,Decreasing,High,106506.82,Master’s Degree,16,292,604,72.77,66.13,UK,60.43
Electrical engineer,Entertainment,Decreasing,Moderate,139161.93,Associate Degree,6,8391,7232,97.84,74.81,Germany,60.52
Forest/woodland manager,Education,Decreasing,High,120096.04,PhD,8,9861,2326,50.28,52.45,China,77.84
Armed forces operational officer,IT,Increasing,Low,43497.51,PhD,19,4700,9433,33.94,3.09,China,34.71
Horticultural consultant,IT,Decreasing,Low,64156.67,Bachelor’s Degree,13,659,2410,80.75,16.39,Australia,76.68
"Scientist, research (life sciences)",IT,Increasing,High,62075.46,Associate Degree,6,9747,6314,70.69,85.8,UK,38.17
"Programmer, applications",Manufacturing,Increasing,Moderate,50377.64,Master’s Degree,0,6017,146,35.06,64.34,UK,47.06
Orthoptist,Manufacturing,Increasing,Low,63277.35,High School,0,4353,6071,74.56,16.23,Canada,20.3
Regulatory affairs officer,Entertainment,Increasing,High,106895.93,Master’s Degree,1,4869,3134,28.65,3.02,Australia,51.68
"Surveyor, quantity",Finance,Increasing,High,58140.69,Bachelor’s Degree,13,7432,1396,40.31,77.47,Australia,74.57
Advertising account planner,Healthcare,Increasing,Low,134243.57,Bachelor’s Degree,15,6605,8941,34.78,53.5,China,53.56
Systems developer,Transportation,Decreasing,High,70722.76,PhD,1,6470,6905,78.53,49.62,USA,54.31
Furniture conservator/restorer,Manufacturing,Decreasing,Low,66877.2,Master’s Degree,0,9083,2626,54.27,6.82,Canada,66.85
Passenger transport manager,Transportation,Increasing,High,135153.12,Master’s Degree,9,5541,5125,6.01,76.37,Canada,70.69
Musician,Healthcare,Decreasing,Low,69451.34,Master’s Degree,7,5496,4157,41.01,66.97,UK,48.49
"Teacher, English as a foreign language",IT,Increasing,Low,130251.91,Associate Degree,14,3678,8844,42.99,15.54,USA,39.41
Health visitor,Manufacturing,Decreasing,Low,35090.9,Associate Degree,0,1877,4073,69.99,35.76,Australia,76.03
Contracting civil engineer,Transportation,Decreasing,Low,148215.32,High School,3,407,1749,34.37,18.84,UK,63.42
Chartered public finance accountant,Entertainment,Decreasing,Low,61130.14,High School,15,4341,5626,5.89,73.93,Australia,79.42
Chemical engineer,Healthcare,Increasing,Moderate,31514.35,Bachelor’s Degree,4,3265,1156,18.19,67.61,India,24.81
Field seismologist,Entertainment,Increasing,High,90245.98,Bachelor’s Degree,18,1167,8352,74.61,36.14,UK,36.03
Dispensing optician,Transportation,Increasing,High,109800.04,Master’s Degree,11,8332,7972,58.21,5.95,UK,43.42
Medical laboratory scientific officer,Entertainment,Decreasing,Low,82323.11,High School,18,5201,5768,27.97,26.23,Australia,55.56
Social worker,Manufacturing,Increasing,Low,71238.51,Master’s Degree,12,562,2390,36.22,45.61,India,22.92
Careers adviser,Education,Decreasing,Moderate,35037.73,High School,20,8870,4669,35.32,35.35,China,23.0
TEFL teacher,Transportation,Decreasing,High,86606.57,PhD,11,7599,7228,81.5,12.82,Australia,50.65
Farm manager,Manufacturing,Increasing,Low,118933.53,PhD,16,1406,3748,63.76,43.04,Australia,77.63
"Scientist, marine",Retail,Decreasing,Low,136774.36,Bachelor’s Degree,18,8428,7144,10.13,39.59,Brazil,54.56
Firefighter,IT,Decreasing,Moderate,72989.96,PhD,3,5941,4872,43.99,33.09,Canada,79.94
Cabin crew,Education,Decreasing,Low,36969.92,High School,1,1510,5795,0.26,5.79,China,52.96
"Accountant, chartered certified",Retail,Increasing,Low,81593.41,Master’s Degree,16,2799,5096,61.76,39.77,Canada,35.35
"Surveyor, rural practice",Manufacturing,Increasing,High,147599.24,Associate Degree,9,6299,366,10.19,45.11,USA,72.52
Curator,Manufacturing,Decreasing,High,41319.79,PhD,11,1240,6813,46.41,4.8,Australia,78.78
Public relations account executive,Entertainment,Increasing,Moderate,137110.67,Bachelor’s Degree,1,1401,250,1.32,19.12,UK,63.28
Marketing executive,IT,Increasing,Low,50881.93,Master’s Degree,13,5164,7493,27.3,74.08,India,61.54
Warden/ranger,Retail,Decreasing,Moderate,137001.62,High School,16,5651,2347,27.91,70.02,Brazil,57.89
"Designer, ceramics/pottery",IT,Decreasing,High,102871.94,PhD,6,5480,9872,80.77,79.06,Germany,53.25
Advertising art director,Finance,Decreasing,High,137721.23,Associate Degree,1,894,1225,85.4,62.86,Australia,40.32
Health service manager,Entertainment,Increasing,High,85014.8,Associate Degree,10,4002,321,79.64,94.29,Brazil,71.67
Academic librarian,Entertainment,Increasing,High,96751.29,Master’s Degree,14,3440,968,95.14,8.92,Germany,22.39
Office manager,Education,Increasing,Low,49864.7,PhD,18,5842,3831,72.84,96.58,China,62.26
"Exhibitions officer, museum/gallery",Healthcare,Decreasing,Moderate,134010.93,Bachelor’s Degree,11,4980,447,30.53,20.08,Australia,71.56
"Therapist, sports",Healthcare,Decreasing,Moderate,80764.29,Bachelor’s Degree,20,9709,8860,44.55,12.01,UK,72.65
Insurance claims handler,Education,Increasing,Moderate,89857.25,High School,4,9755,1141,91.93,88.19,Australia,59.33
Building surveyor,Transportation,Increasing,Moderate,137798.7,Bachelor’s Degree,17,1919,9173,71.83,28.55,Australia,71.59
Medical sales representative,IT,Decreasing,Low,67343.42,Bachelor’s Degree,0,5524,5086,80.01,39.54,USA,36.22
Pharmacologist,Healthcare,Decreasing,Moderate,61969.57,High School,7,6907,2068,95.53,94.41,India,47.01
Occupational therapist,Healthcare,Increasing,High,40310.94,Associate Degree,16,8614,7550,11.05,28.54,China,65.72
"Engineer, production",Retail,Decreasing,Moderate,72360.92,Associate Degree,14,3564,8599,6.76,33.11,Germany,22.39
Solicitor,Manufacturing,Increasing,High,111272.54,PhD,17,5507,7852,17.05,82.54,USA,26.58
Senior tax professional/tax inspector,Education,Decreasing,Low,118476.29,Associate Degree,2,5702,6379,12.82,64.05,Brazil,63.25
Control and instrumentation engineer,Education,Increasing,High,68238.5,Master’s Degree,9,564,1466,9.24,23.22,Australia,38.91
Proofreader,Finance,Decreasing,Moderate,56262.63,Associate Degree,18,4454,9408,16.92,17.62,UK,46.05
"Engineer, biomedical",Education,Decreasing,Low,75424.11,Bachelor’s Degree,19,4759,6688,35.86,83.46,Germany,23.81
Oceanographer,IT,Increasing,High,38238.54,PhD,7,6906,4694,28.12,65.49,India,49.29
Waste management officer,Education,Decreasing,Moderate,93021.63,Bachelor’s Degree,9,9913,1070,55.86,97.26,USA,42.42
"Lecturer, further education",Healthcare,Decreasing,Moderate,78921.4,Associate Degree,3,5598,2529,13.77,89.2,India,23.63
Information officer,Healthcare,Decreasing,Low,106833.8,Master’s Degree,8,7747,6826,52.53,61.7,Australia,48.47
Social researcher,IT,Increasing,Low,98867.35,Associate Degree,2,813,3434,79.32,8.78,China,38.0
Academic librarian,Retail,Increasing,High,59728.15,PhD,14,4934,7575,63.51,75.32,UK,29.51
Dentist,Manufacturing,Increasing,High,79049.51,Master’s Degree,0,4700,4001,49.41,50.67,India,62.56
"Pharmacist, hospital",Healthcare,Decreasing,Moderate,47639.36,Associate Degree,20,7911,8873,81.19,58.55,USA,60.43
English as a foreign language teacher,Entertainment,Decreasing,Moderate,142642.57,Master’s Degree,8,2140,5516,88.54,72.72,China,58.21
Applications developer,Education,Increasing,High,56080.61,Bachelor’s Degree,17,2635,6306,85.03,3.4,Brazil,57.01
Television camera operator,Manufacturing,Decreasing,High,117369.55,Associate Degree,12,1086,352,11.29,62.75,China,51.6
Television camera operator,Entertainment,Increasing,High,114928.46,High School,12,991,4184,21.12,81.99,India,57.05
Radio broadcast assistant,IT,Increasing,High,34035.7,PhD,1,3726,1664,95.11,75.46,Australia,56.4
"Programme researcher, broadcasting/film/video",Transportation,Increasing,Moderate,119396.67,PhD,11,9061,7236,17.12,87.5,Brazil,25.33
Bonds trader,Healthcare,Increasing,Moderate,121215.67,High School,12,262,7000,10.02,75.66,Brazil,59.17
Community pharmacist,IT,Increasing,Low,121024.0,Associate Degree,6,8359,2863,1.33,35.56,Canada,23.36
Food technologist,Education,Decreasing,Low,69540.17,PhD,17,1747,3367,46.37,28.79,Australia,46.87
Press sub,Healthcare,Decreasing,High,66381.33,PhD,16,2072,8059,11.1,42.72,India,66.05
Medical secretary,IT,Decreasing,Low,136639.64,High School,19,5157,699,74.51,90.63,UK,44.82
Optometrist,Finance,Decreasing,Moderate,116277.14,Master’s Degree,15,3533,9306,23.53,58.5,China,39.48
Curator,Transportation,Increasing,Low,63532.55,Associate Degree,1,7871,6441,92.44,54.16,Australia,42.75
Cartographer,Entertainment,Increasing,Moderate,37512.65,Associate Degree,17,5856,5329,60.84,85.56,UK,47.55
"Education officer, museum",IT,Increasing,Low,47859.92,High School,12,3697,8663,81.51,49.55,India,79.18
"Production designer, theatre/television/film",Manufacturing,Increasing,Moderate,90346.02,High School,2,7656,3068,35.13,69.12,UK,48.68
Agricultural consultant,IT,Decreasing,High,122185.49,PhD,0,8492,3587,13.36,90.54,USA,57.86
Building control surveyor,Finance,Decreasing,Moderate,95629.15,High School,6,1658,5712,40.48,64.14,Brazil,63.44
"Programmer, multimedia",Entertainment,Decreasing,High,75636.26,High School,20,3746,3951,93.8,97.69,Germany,53.2
Senior tax professional/tax inspector,Healthcare,Increasing,Moderate,139494.86,Associate Degree,14,8470,5316,43.35,28.16,India,51.74
Contractor,Entertainment,Decreasing,Low,126161.47,PhD,16,4601,9190,55.51,37.54,UK,20.86
Neurosurgeon,Manufacturing,Increasing,Moderate,42982.16,High School,18,9127,3850,65.52,96.43,UK,73.74
Cabin crew,Transportation,Increasing,Low,38695.75,Associate Degree,10,9115,7125,18.06,98.64,Australia,45.22
Financial trader,Education,Increasing,High,124016.3,Master’s Degree,18,9167,4748,7.83,32.93,China,25.72
Petroleum engineer,IT,Decreasing,High,51487.26,Master’s Degree,13,2190,1373,32.75,28.16,USA,23.98
Music tutor,Manufacturing,Increasing,Low,128153.54,High School,20,9681,1159,35.15,96.53,UK,79.37
Media planner,IT,Decreasing,High,90517.11,PhD,4,2401,6371,2.9,67.65,USA,75.16
Media planner,Finance,Increasing,High,137586.26,High School,4,3512,9536,32.11,81.43,USA,78.11
Health and safety adviser,IT,Decreasing,Low,85038.15,High School,8,3003,8705,12.1,10.42,China,53.58
Clothing/textile technologist,Education,Decreasing,Low,61491.37,Bachelor’s Degree,0,500,2375,96.21,68.49,India,69.5
Music tutor,Finance,Decreasing,Low,134507.04,Bachelor’s Degree,12,624,4470,74.29,43.49,Germany,73.43
Lexicographer,Entertainment,Decreasing,High,75860.48,Master’s Degree,8,1326,7961,2.65,71.04,India,44.0
Chiropodist,Finance,Increasing,Moderate,89359.49,Bachelor’s Degree,13,6545,4957,58.45,33.29,Brazil,63.31
IT trainer,IT,Increasing,Low,101954.36,Master’s Degree,3,6016,9557,61.65,67.64,Canada,74.72
Event organiser,Entertainment,Increasing,Low,102250.21,Bachelor’s Degree,10,9693,1677,26.84,47.24,Brazil,53.08
Press photographer,Entertainment,Increasing,Low,75156.85,Bachelor’s Degree,4,1212,2460,3.75,82.08,Germany,50.24
Health visitor,IT,Increasing,Low,77614.92,High School,14,1408,9818,18.59,77.13,Canada,47.69
"Teacher, early years/pre",Manufacturing,Increasing,Moderate,30456.78,High School,1,6168,8825,38.44,82.56,China,70.33
Economist,Entertainment,Increasing,High,138690.6,Bachelor’s Degree,11,4258,1894,7.83,12.02,Canada,38.94
Osteopath,Finance,Increasing,Moderate,98889.0,Associate Degree,13,1625,8058,13.29,95.36,Germany,30.06
Fisheries officer,Manufacturing,Decreasing,High,133868.36,PhD,20,6163,6973,85.37,27.45,Germany,40.79
Office manager,Finance,Decreasing,High,35197.07,Associate Degree,12,9584,4292,14.65,80.56,Australia,69.6
"Surveyor, commercial/residential",Transportation,Decreasing,High,138861.06,Associate Degree,6,9866,608,3.35,89.19,India,28.26
Speech and language therapist,IT,Increasing,Moderate,109539.4,High School,9,8471,3392,9.44,82.62,Germany,65.49
Electrical engineer,Entertainment,Increasing,Moderate,92096.57,PhD,7,2297,4581,83.08,60.52,Brazil,20.49
Editorial assistant,Finance,Increasing,Moderate,81814.22,PhD,19,2568,6446,61.59,17.18,China,23.3
"Journalist, magazine",Transportation,Decreasing,Low,45448.13,PhD,7,3079,590,60.48,52.33,Canada,45.29
Environmental consultant,Healthcare,Decreasing,High,114962.74,Associate Degree,14,3033,3186,68.77,59.24,India,49.61
"Scientist, water quality",IT,Decreasing,High,96633.65,High School,10,9305,6278,53.74,96.19,China,64.9
Bookseller,Transportation,Decreasing,Low,110942.39,Master’s Degree,3,2735,8634,24.71,54.52,UK,58.13
"Engineer, petroleum",Education,Increasing,Low,74652.39,High School,9,2930,6994,12.09,36.74,Canada,79.87
"Accountant, chartered management",Retail,Increasing,High,131737.22,High School,0,7166,4962,67.59,84.04,China,76.77
"Therapist, art",Retail,Decreasing,High,75965.62,PhD,19,3118,4526,5.59,69.36,Australia,47.26
Personnel officer,Manufacturing,Increasing,Low,97216.67,Associate Degree,16,476,800,9.8,60.44,UK,33.96
Prison officer,Education,Decreasing,Low,119875.32,PhD,13,9681,3833,5.69,40.08,UK,31.74
Clinical biochemist,Retail,Increasing,High,90277.43,Associate Degree,1,9187,4977,48.3,3.43,Australia,78.27
"Scientist, research (maths)",Retail,Increasing,Low,146525.44,Bachelor’s Degree,12,9087,3843,52.7,74.7,India,42.79
"Teacher, secondary school",Retail,Decreasing,Moderate,133449.81,Master’s Degree,3,562,8898,4.18,35.83,China,23.15
Phytotherapist,Entertainment,Increasing,Low,133921.59,Bachelor’s Degree,20,1164,7137,40.23,93.37,UK,44.69
"Doctor, hospital",Education,Increasing,Low,70525.95,PhD,12,4884,8334,60.29,94.13,Canada,70.3
"Research officer, trade union",Education,Decreasing,Low,114314.24,PhD,20,1666,3343,91.79,50.41,China,78.76
Health and safety inspector,Entertainment,Decreasing,Low,71145.99,Associate Degree,1,283,574,27.94,11.57,Canada,29.34
Maintenance engineer,Manufacturing,Decreasing,High,42504.56,Bachelor’s Degree,9,3556,8951,94.85,70.59,UK,27.64
"Embryologist, clinical",Transportation,Increasing,Low,118425.36,PhD,1,4942,6029,56.19,42.51,Australia,46.64
Publishing copy,Entertainment,Increasing,Moderate,39944.71,Associate Degree,4,4715,5358,56.49,59.88,Canada,32.46
Automotive engineer,Healthcare,Decreasing,Moderate,129483.64,Bachelor’s Degree,19,369,1398,57.93,94.8,Canada,60.71
Soil scientist,Manufacturing,Decreasing,High,87065.5,Associate Degree,17,9769,5983,70.78,84.83,USA,60.75
Food technologist,Healthcare,Decreasing,High,131356.44,High School,16,7358,5699,61.67,38.82,USA,56.27
Information officer,Transportation,Increasing,Low,65345.97,High School,15,7151,4129,75.67,35.37,Canada,78.35
Historic buildings inspector/conservation officer,Finance,Increasing,Moderate,92001.43,High School,9,2498,8540,17.04,24.72,India,52.51
Architectural technologist,Healthcare,Increasing,Moderate,40893.03,Bachelor’s Degree,20,8363,4878,84.36,73.71,Brazil,44.99
Immigration officer,Entertainment,Increasing,High,51806.52,High School,15,7548,7094,26.64,87.07,UK,22.91
IT sales professional,Healthcare,Increasing,Low,147662.88,PhD,8,9481,5143,4.21,51.09,UK,69.49
Pathologist,IT,Decreasing,Low,88034.22,Associate Degree,12,8506,2291,52.0,82.99,China,69.93
Medical physicist,Entertainment,Decreasing,Moderate,72423.22,Associate Degree,14,9978,7918,16.14,15.58,Brazil,70.95
Barrister's clerk,Transportation,Increasing,Low,148855.9,Master’s Degree,20,205,1172,23.79,57.51,India,79.75
Air cabin crew,Retail,Increasing,Low,123462.58,Associate Degree,19,3385,1423,74.1,8.92,Australia,45.98
"Education officer, museum",Entertainment,Increasing,Moderate,37758.09,Master’s Degree,14,3250,2918,47.07,90.3,UK,43.15
"Conservator, museum/gallery",IT,Decreasing,Moderate,139533.39,Associate Degree,10,6723,5232,1.58,84.65,Germany,48.08
Recycling officer,Entertainment,Decreasing,Moderate,117721.08,Master’s Degree,16,2423,5999,21.15,57.3,India,39.07
Hospital pharmacist,Transportation,Decreasing,High,134725.34,Associate Degree,19,3381,3663,21.62,45.72,Australia,74.06
Tourist information centre manager,Education,Decreasing,Low,130530.65,Bachelor’s Degree,7,1368,9140,86.59,63.53,Canada,52.73
Camera operator,Healthcare,Increasing,High,140722.06,PhD,14,2715,1951,6.36,22.75,China,56.08
Paediatric nurse,IT,Decreasing,Moderate,57202.38,PhD,15,8716,1131,41.05,30.33,USA,72.35
Regulatory affairs officer,IT,Increasing,Moderate,84465.46,Associate Degree,4,5312,8695,44.13,73.79,China,29.27
Ambulance person,Education,Increasing,High,35378.45,PhD,17,9113,3401,15.54,29.43,Brazil,29.46
"Conservator, furniture",Manufacturing,Increasing,Moderate,119514.54,High School,2,5146,478,99.54,38.37,China,41.39
"Optician, dispensing",Finance,Decreasing,High,79028.29,Bachelor’s Degree,16,2661,3257,97.98,53.57,China,26.34
Astronomer,Education,Increasing,Moderate,59130.22,Associate Degree,11,8151,6636,45.12,92.41,USA,50.69
"Psychologist, occupational",Manufacturing,Decreasing,Low,111160.82,High School,5,5792,1630,28.22,34.72,Germany,21.03
Corporate treasurer,Manufacturing,Decreasing,Moderate,77268.13,High School,16,7879,4662,73.8,25.92,Brazil,51.98
"Geologist, engineering",Finance,Increasing,High,83863.33,Bachelor’s Degree,6,4641,3496,53.64,63.08,USA,78.67
Multimedia programmer,Retail,Decreasing,Low,47591.77,Master’s Degree,0,2221,2905,24.89,20.87,Germany,55.03
"Therapist, speech and language",Entertainment,Decreasing,Moderate,127418.51,Master’s Degree,11,3311,574,88.34,71.36,UK,74.09
Equities trader,Manufacturing,Decreasing,Low,75652.56,PhD,2,3096,3188,49.81,2.36,China,64.3
"Scientist, water quality",IT,Decreasing,Low,51559.2,Associate Degree,3,8190,9641,87.58,34.62,Brazil,48.12
Stage manager,Transportation,Increasing,Low,58849.9,Bachelor’s Degree,9,3069,9550,40.58,14.32,Australia,33.72
"Administrator, sports",Entertainment,Decreasing,Moderate,67740.16,High School,15,1210,1832,42.62,40.18,USA,79.24
Secondary school teacher,IT,Increasing,Moderate,149020.77,Master’s Degree,15,2282,7595,78.57,77.58,India,29.1
Architect,Retail,Increasing,Low,58163.47,High School,0,7674,7104,13.41,61.95,Brazil,26.01
"Programmer, multimedia",Transportation,Decreasing,Moderate,133520.56,Master’s Degree,9,3301,2320,29.69,97.03,UK,45.19
Medical sales representative,Finance,Increasing,Low,42410.31,PhD,17,4218,7573,8.09,0.11,Brazil,28.73
Health promotion specialist,Finance,Decreasing,High,84332.9,High School,11,4521,4680,58.88,42.47,Brazil,55.74
Banker,Healthcare,Increasing,Low,33625.64,PhD,18,1901,8935,72.89,15.17,Australia,56.22
Geoscientist,Manufacturing,Decreasing,Moderate,105621.61,Master’s Degree,1,9013,3800,84.53,33.53,China,51.17
Geochemist,Healthcare,Decreasing,Moderate,125539.78,Associate Degree,4,6914,8076,54.5,29.57,Canada,50.97
"Investment banker, operational",Transportation,Increasing,Low,141391.8,Master’s Degree,8,875,1283,11.5,22.33,Brazil,34.31
Illustrator,Education,Decreasing,Low,30515.31,PhD,19,711,5619,46.01,32.09,Australia,56.93
Osteopath,Entertainment,Decreasing,Moderate,85485.91,PhD,20,6938,5052,51.45,86.85,USA,31.7
Public librarian,Manufacturing,Increasing,Low,51929.96,Associate Degree,20,5684,1305,8.31,81.68,USA,79.71
Local government officer,Healthcare,Increasing,Moderate,52765.12,Master’s Degree,13,2694,9058,22.99,73.65,China,65.1
"Therapist, nutritional",Manufacturing,Decreasing,High,116676.31,Master’s Degree,19,9664,9607,95.1,24.77,USA,72.72
"Conservator, furniture",Retail,Increasing,High,30803.87,Master’s Degree,16,4743,3560,9.74,19.72,Germany,61.65
"Psychologist, forensic",Entertainment,Decreasing,High,103827.12,Associate Degree,3,8101,321,73.1,77.82,Brazil,25.14
Warehouse manager,Healthcare,Decreasing,High,108788.6,Associate Degree,3,3288,8193,2.14,65.23,Canada,32.43
"Restaurant manager, fast food",Healthcare,Decreasing,Moderate,137776.88,Bachelor’s Degree,3,6338,442,16.38,45.16,China,56.7
Equality and diversity officer,Education,Increasing,Low,107889.31,High School,14,3987,569,13.26,28.37,Canada,27.36
Chief Operating Officer,Transportation,Increasing,Low,48582.22,PhD,15,6219,3494,36.38,65.84,Australia,72.65
Investment analyst,Finance,Decreasing,Low,124018.5,PhD,17,8417,8785,7.9,91.45,Australia,35.99
Proofreader,Manufacturing,Decreasing,Low,111305.36,Master’s Degree,4,9368,6857,87.07,88.99,Canada,73.16
Glass blower/designer,Entertainment,Increasing,Moderate,46079.54,PhD,12,7867,8301,84.72,41.45,UK,36.12
Chartered management accountant,Manufacturing,Decreasing,Low,56336.78,Master’s Degree,20,6540,7225,57.17,7.51,USA,52.56
Materials engineer,Entertainment,Decreasing,High,52313.03,Bachelor’s Degree,12,6785,7826,64.09,23.53,USA,43.6
Press sub,Finance,Increasing,Low,60140.71,High School,5,6546,5183,24.35,60.43,Germany,46.14
Exhibition designer,Manufacturing,Decreasing,High,88933.1,Master’s Degree,2,1464,2231,49.37,32.58,UK,78.73
Clinical psychologist,Healthcare,Increasing,Moderate,148166.68,PhD,11,746,9899,54.96,50.62,India,76.05
Travel agency manager,Manufacturing,Increasing,High,148842.68,Associate Degree,1,1914,6232,23.02,89.7,China,55.22
"Designer, graphic",Transportation,Increasing,Low,41104.26,PhD,3,966,6795,47.58,94.0,USA,69.99
"Scientist, research (medical)",Healthcare,Increasing,Low,108354.59,PhD,13,8190,1687,79.66,27.26,Australia,72.64
"Scientist, biomedical",Manufacturing,Increasing,High,131388.59,Bachelor’s Degree,2,1120,1747,52.46,61.67,China,23.66
"Development worker, international aid",Transportation,Decreasing,High,126807.12,PhD,16,8183,6621,60.15,48.58,Germany,42.5
Information officer,Education,Increasing,High,88546.35,High School,15,3728,2479,31.54,91.38,China,34.46
"Biochemist, clinical",Retail,Increasing,Low,114440.64,Master’s Degree,3,5985,1153,24.69,98.85,Germany,50.2
Armed forces operational officer,Education,Increasing,Moderate,119250.96,High School,18,1180,2570,35.45,69.51,Canada,63.31
Diagnostic radiographer,Retail,Decreasing,Low,144746.44,Bachelor’s Degree,19,5342,9290,67.95,61.81,Australia,63.34
Race relations officer,Finance,Decreasing,High,116437.94,PhD,16,3035,1701,18.83,2.9,Canada,27.64
Public affairs consultant,IT,Increasing,Moderate,88025.97,Bachelor’s Degree,16,4390,8592,87.33,91.89,USA,46.74
"Accountant, chartered public finance",Retail,Increasing,High,39218.71,Master’s Degree,17,4254,6696,38.97,87.13,UK,40.04
Chief Executive Officer,Healthcare,Decreasing,Low,100355.33,High School,16,2268,4424,84.99,69.16,Germany,75.68
Commercial art gallery manager,Retail,Decreasing,Low,91106.85,Master’s Degree,18,5908,7124,57.54,37.9,UK,76.56
Dance movement psychotherapist,Manufacturing,Increasing,Low,140447.42,Bachelor’s Degree,7,2676,9813,49.2,15.14,Germany,35.25
"Horticulturist, commercial",Finance,Increasing,Low,94615.28,High School,0,7514,1039,80.58,89.58,India,46.48
Bonds trader,Retail,Decreasing,Low,136234.58,Master’s Degree,4,4711,8284,56.04,84.92,China,40.29
Physiotherapist,Healthcare,Decreasing,Low,56363.66,High School,7,1204,8545,1.9,43.78,Australia,60.02
Industrial buyer,Finance,Decreasing,Moderate,147058.2,Associate Degree,15,4555,4110,2.77,1.0,Germany,32.8
"Engineer, maintenance (IT)",Entertainment,Decreasing,High,110850.09,Master’s Degree,10,6576,9732,25.21,0.79,Canada,31.72
Radio broadcast assistant,Healthcare,Increasing,High,42612.17,Master’s Degree,13,1757,7605,64.43,86.09,Australia,68.17
"Presenter, broadcasting",Healthcare,Decreasing,Moderate,127192.55,PhD,16,2693,5887,57.52,31.98,India,25.1
Site engineer,Finance,Decreasing,Moderate,41865.23,Bachelor’s Degree,10,1969,7852,59.24,12.7,Canada,49.55
Veterinary surgeon,Retail,Increasing,Low,41732.09,PhD,16,761,6346,90.4,35.04,Canada,29.87
Energy engineer,Finance,Decreasing,Moderate,132207.32,High School,5,4840,9794,58.1,74.64,Canada,66.64
"Engineer, technical sales",Retail,Decreasing,High,45183.46,Master’s Degree,6,6649,4112,23.62,62.21,Brazil,31.75
"Surveyor, hydrographic",Healthcare,Increasing,High,59510.88,Bachelor’s Degree,4,2397,1266,45.06,22.96,Canada,54.24
Chiropodist,Transportation,Increasing,Low,115511.36,Associate Degree,4,248,9817,9.9,32.96,Brazil,46.13
Quarry manager,Manufacturing,Decreasing,Moderate,33842.98,Associate Degree,15,1830,7118,41.18,70.7,Canada,58.16
"Engineer, drilling",Education,Decreasing,Moderate,102112.92,High School,15,3845,286,40.46,90.86,UK,63.47
Armed forces operational officer,Finance,Increasing,High,140829.44,PhD,19,5091,7508,69.15,44.32,Canada,57.2
"Teacher, primary school",Transportation,Increasing,Low,66658.26,Master’s Degree,2,8214,5412,63.02,34.03,Australia,24.46
Agricultural consultant,Manufacturing,Decreasing,Moderate,96572.48,Master’s Degree,18,940,4291,60.24,43.76,Australia,27.01
"Engineer, broadcasting (operations)",Healthcare,Increasing,High,141554.7,Bachelor’s Degree,6,4365,2968,64.1,93.14,Canada,63.5
Quality manager,IT,Decreasing,Moderate,145307.77,Associate Degree,5,4045,5578,14.66,64.01,Canada,64.87
Microbiologist,Retail,Increasing,High,93147.66,High School,16,7461,2561,55.05,18.43,India,48.3
Sales executive,Manufacturing,Decreasing,High,62205.98,Bachelor’s Degree,9,6122,4033,26.06,65.98,Canada,58.68
Chartered public finance accountant,Finance,Decreasing,High,85450.67,High School,3,8863,4824,30.05,65.58,Canada,24.58
"Programmer, applications",Retail,Decreasing,High,138534.79,High School,5,6976,5039,77.5,44.37,UK,73.68
"Conservation officer, historic buildings",Manufacturing,Increasing,Low,33390.24,PhD,2,1944,8864,20.16,71.9,China,65.32
Investment analyst,Retail,Increasing,Moderate,64295.69,Bachelor’s Degree,12,9647,5591,72.81,56.67,Germany,68.34
Marine scientist,Manufacturing,Increasing,Low,86044.88,PhD,3,3371,4968,70.04,38.95,India,53.2
Theatre director,Retail,Increasing,High,48004.63,Associate Degree,16,6885,1940,43.99,10.35,Brazil,69.88
"Teacher, adult education",Retail,Increasing,Moderate,85070.72,PhD,11,582,7610,1.45,70.12,USA,42.8
Graphic designer,Education,Increasing,High,56395.76,High School,12,4290,6332,68.64,90.33,India,34.92
Trading standards officer,IT,Increasing,High,149559.2,Master’s Degree,11,5272,4184,62.28,61.69,Canada,60.47
Consulting civil engineer,Finance,Decreasing,Moderate,149067.98,Bachelor’s Degree,19,3406,242,57.19,82.42,Australia,61.5
Midwife,Transportation,Decreasing,High,42233.09,High School,15,8561,6063,10.17,7.29,Canada,71.64
Herpetologist,Entertainment,Increasing,Moderate,88828.09,High School,19,3502,3009,82.44,78.9,China,36.1
"Engineer, mining",Entertainment,Decreasing,Low,68185.59,PhD,5,8308,6005,82.37,30.68,India,65.81
"Buyer, industrial",Finance,Increasing,Low,75126.55,Associate Degree,18,2548,4866,57.81,47.88,Canada,47.92
Dentist,Finance,Decreasing,Moderate,124726.57,High School,2,7238,6647,78.69,43.42,Germany,74.66
Industrial/product designer,Transportation,Decreasing,Moderate,141062.81,Associate Degree,18,4295,1980,87.43,81.81,India,64.82
Horticultural therapist,Education,Decreasing,Moderate,135549.17,Master’s Degree,20,3856,2832,40.56,86.54,USA,20.41
Dancer,Healthcare,Decreasing,Low,48994.78,High School,15,2516,1371,86.38,97.95,China,45.0
Social researcher,IT,Decreasing,High,80354.05,Master’s Degree,16,8028,6977,32.23,46.73,India,41.97
Educational psychologist,Manufacturing,Decreasing,High,55779.5,PhD,2,410,8638,31.69,48.14,UK,76.41
Insurance underwriter,Healthcare,Increasing,Moderate,101142.38,Master’s Degree,6,8358,6006,86.98,8.66,Brazil,32.51
"Restaurant manager, fast food",Finance,Decreasing,Moderate,114460.35,Associate Degree,8,8873,8773,89.0,39.93,Brazil,25.21
"Engineer, drilling",Healthcare,Increasing,Low,106322.87,Associate Degree,15,5054,7349,0.15,82.22,China,53.78
Occupational therapist,Transportation,Decreasing,Moderate,62357.25,Master’s Degree,10,1495,8597,35.37,64.37,Canada,25.9
Professor Emeritus,Entertainment,Increasing,Low,33188.77,Bachelor’s Degree,15,1526,418,40.56,47.34,Canada,51.1
Dietitian,IT,Increasing,High,73192.3,Bachelor’s Degree,17,4908,648,43.37,66.05,USA,25.81
Interior and spatial designer,IT,Increasing,High,134991.03,Associate Degree,8,5888,2574,32.49,67.24,Germany,24.78
Hospital pharmacist,Finance,Decreasing,High,48211.3,Master’s Degree,19,9638,3193,48.14,67.06,India,54.34
"Engineer, water",Manufacturing,Increasing,Low,139241.18,Bachelor’s Degree,1,5361,4398,35.86,34.92,Australia,39.95
"Therapist, drama",Healthcare,Increasing,Moderate,114444.18,Bachelor’s Degree,13,8059,4833,80.53,28.31,Germany,46.89
Medical laboratory scientific officer,Transportation,Increasing,Low,70038.44,PhD,1,8663,8947,17.62,86.53,China,45.5
Outdoor activities/education manager,Entertainment,Decreasing,High,52454.57,PhD,11,1357,8699,28.9,12.13,Germany,41.96
Leisure centre manager,Education,Decreasing,Low,109053.67,Master’s Degree,9,5298,6736,83.96,78.32,USA,55.0
Commercial/residential surveyor,Retail,Decreasing,Low,55337.04,Bachelor’s Degree,0,1269,3636,50.94,34.09,Canada,72.43
Fast food restaurant manager,IT,Decreasing,High,134301.17,Master’s Degree,18,8219,2275,60.02,12.77,Germany,63.38
Management consultant,Retail,Decreasing,High,38640.05,Master’s Degree,6,7493,4341,58.02,53.15,UK,46.26
Minerals surveyor,Finance,Increasing,Moderate,89994.94,Associate Degree,6,8089,7949,10.89,10.83,Australia,76.73
Dance movement psychotherapist,Entertainment,Decreasing,Low,39233.48,Master’s Degree,6,201,9445,6.36,22.8,India,43.85
Multimedia specialist,Retail,Increasing,Low,94824.73,Associate Degree,15,6104,124,34.58,79.79,Germany,30.07
"Designer, multimedia",Education,Decreasing,Low,95770.61,PhD,10,4766,3058,84.93,7.51,Canada,61.51
Operations geologist,Retail,Increasing,Low,84544.8,Associate Degree,2,2572,2104,57.52,84.39,Brazil,57.05
Estate manager/land agent,IT,Decreasing,Moderate,123366.04,Master’s Degree,14,5120,5012,54.91,74.98,USA,73.08
Adult guidance worker,Education,Increasing,Moderate,40613.02,Associate Degree,9,8632,3885,29.01,65.4,Brazil,36.97
Ophthalmologist,Healthcare,Decreasing,Moderate,141684.92,High School,5,2172,4247,57.75,0.19,Brazil,48.29
Broadcast presenter,Healthcare,Decreasing,Moderate,43078.05,Master’s Degree,20,3288,7930,59.06,97.61,USA,49.15
Arts administrator,Retail,Decreasing,Low,66418.1,Bachelor’s Degree,17,9725,4165,59.17,9.73,Australia,57.65
Art gallery manager,Education,Decreasing,High,49646.84,Master’s Degree,0,6817,8930,92.83,64.15,Canada,23.53
Sports administrator,Education,Decreasing,Low,52205.63,PhD,8,8879,688,78.14,3.15,UK,46.57
"Nurse, adult",Finance,Decreasing,Low,119085.59,Master’s Degree,6,2796,8913,23.94,61.26,Canada,52.3
Systems analyst,Retail,Increasing,High,113901.88,PhD,2,4236,572,38.42,58.5,UK,51.41
Environmental manager,Finance,Increasing,High,62474.06,Bachelor’s Degree,8,6966,8780,88.06,42.32,China,45.21
Publishing copy,Education,Increasing,Low,101406.49,PhD,11,6702,6117,93.69,40.61,Australia,63.64
Chiropractor,Entertainment,Decreasing,Low,113512.84,PhD,13,4496,8741,23.51,3.2,Germany,68.62
"Scientist, clinical (histocompatibility and immunogenetics)",Finance,Decreasing,Moderate,140983.27,Bachelor’s Degree,14,6077,5913,48.81,26.13,China,23.21
Marine scientist,Healthcare,Increasing,High,147875.65,Master’s Degree,15,3160,345,91.16,1.05,Brazil,40.48
Visual merchandiser,Entertainment,Decreasing,Moderate,125817.37,Bachelor’s Degree,20,6712,7508,82.46,70.7,Canada,45.72
Commercial horticulturist,Finance,Decreasing,High,45744.69,High School,0,2359,6418,16.96,53.84,USA,35.0
"Embryologist, clinical",Retail,Increasing,High,63134.09,Associate Degree,13,622,1318,79.14,82.22,UK,49.54
Press sub,Finance,Increasing,Moderate,137081.22,Master’s Degree,9,8332,7629,74.04,31.65,Australia,46.41
Physiological scientist,Manufacturing,Decreasing,Low,73020.29,Associate Degree,8,3162,2938,87.97,99.38,Canada,67.97
"Surveyor, commercial/residential",Manufacturing,Increasing,High,148710.85,Master’s Degree,4,3574,3910,47.12,74.05,Australia,38.08
"Development worker, international aid",Retail,Increasing,Low,72976.22,PhD,6,3445,2842,73.37,65.69,UK,72.74
Cartographer,Finance,Decreasing,Low,123253.48,Associate Degree,16,5837,2797,80.63,75.86,India,27.25
Visual merchandiser,Transportation,Decreasing,High,105613.93,High School,13,3330,6916,70.24,57.78,Germany,77.96
Health visitor,Finance,Decreasing,Moderate,143644.61,Associate Degree,3,8414,4434,28.56,96.96,UK,73.2
Product manager,Healthcare,Increasing,Moderate,48531.92,Master’s Degree,19,9162,8515,7.27,17.17,UK,32.13
Aeronautical engineer,Manufacturing,Decreasing,High,112879.01,Bachelor’s Degree,10,7097,7868,1.33,2.67,Canada,76.96
Midwife,Finance,Decreasing,Low,113937.0,Master’s Degree,3,6835,4198,97.41,89.83,Australia,73.72
Technical sales engineer,Transportation,Decreasing,Low,85302.74,PhD,11,8252,1953,48.58,86.15,Brazil,71.95
"Surveyor, mining",Retail,Increasing,High,131170.65,Associate Degree,17,9694,7209,32.66,2.88,Brazil,70.97
Police officer,Entertainment,Decreasing,Low,63613.69,PhD,16,1150,5966,94.45,46.33,USA,61.55
"Designer, fashion/clothing",Transportation,Increasing,Low,130437.74,Master’s Degree,6,7002,1184,26.61,90.19,Brazil,72.39
Animator,Education,Increasing,Moderate,77922.71,Associate Degree,13,2825,5704,36.65,77.04,Australia,46.52
Chiropodist,Education,Increasing,Moderate,120645.38,Associate Degree,7,5893,6517,93.14,19.75,USA,56.52
"Scientist, forensic",Healthcare,Decreasing,Moderate,76334.99,High School,9,733,6861,14.8,40.81,USA,78.26
IT trainer,Entertainment,Decreasing,Low,36436.22,Associate Degree,1,1147,7518,31.1,11.66,India,27.49
Dentist,Retail,Decreasing,Low,147188.91,High School,6,4692,1477,47.05,2.93,Germany,38.11
Ophthalmologist,Transportation,Increasing,High,35174.52,Associate Degree,8,2989,4738,17.24,26.65,China,22.65
Occupational therapist,Entertainment,Decreasing,Low,126946.44,Associate Degree,20,4297,8545,99.38,22.81,UK,45.79
Customer service manager,Retail,Increasing,Moderate,56452.04,Associate Degree,20,7515,2589,38.3,45.2,UK,35.55
Counsellor,IT,Increasing,High,95952.71,High School,12,3248,114,3.0,46.77,Australia,77.53
Television/film/video producer,Education,Increasing,High,31537.73,Master’s Degree,10,8037,2904,84.86,57.01,India,78.57
Agricultural consultant,Retail,Decreasing,High,78703.68,Bachelor’s Degree,15,7995,4643,28.65,13.87,USA,67.45
Health physicist,Finance,Increasing,High,73596.44,Master’s Degree,19,6022,1393,99.7,27.42,USA,57.17
Marine scientist,Manufacturing,Increasing,High,86288.5,Master’s Degree,14,8939,7083,48.83,80.05,USA,37.78
"Administrator, sports",Entertainment,Decreasing,High,101917.09,High School,7,724,7559,10.45,73.51,Canada,31.09
Curator,Retail,Increasing,Moderate,149393.52,Bachelor’s Degree,12,7635,3699,76.89,81.06,Canada,55.32
"Librarian, academic",Transportation,Increasing,Low,81720.87,Bachelor’s Degree,14,9097,1739,41.07,28.42,Brazil,64.7
Insurance account manager,Healthcare,Increasing,Low,132078.52,High School,15,9656,432,50.96,30.21,China,21.45
"Restaurant manager, fast food",Entertainment,Decreasing,High,139810.86,Master’s Degree,19,2353,6722,91.89,95.54,Brazil,48.36
"Nurse, mental health",Entertainment,Increasing,Low,104808.44,High School,0,3333,5769,10.2,25.7,Germany,71.76
Operational researcher,IT,Increasing,Moderate,132461.57,Master’s Degree,6,4618,9750,87.21,16.95,Canada,21.8
"Radiographer, diagnostic",Entertainment,Increasing,High,94315.14,High School,4,1726,7280,12.95,15.85,Brazil,78.53
Therapeutic radiographer,Transportation,Increasing,High,78776.04,Associate Degree,6,9519,8139,15.26,97.29,Brazil,31.13
Best boy,Finance,Increasing,Low,139724.36,High School,19,7432,352,28.28,79.73,Germany,61.6
Technical sales engineer,Transportation,Decreasing,High,100134.44,PhD,5,8297,7889,55.13,21.39,China,63.0
"Development worker, international aid",Transportation,Increasing,High,72837.16,Bachelor’s Degree,20,6381,6851,47.04,39.57,Germany,36.63
"Librarian, public",IT,Decreasing,Moderate,126405.63,PhD,12,7833,2191,47.46,57.83,USA,48.02
Dietitian,Transportation,Decreasing,High,70320.64,Associate Degree,13,3011,998,4.54,7.79,China,37.85
Community development worker,Entertainment,Increasing,High,135574.38,Associate Degree,17,9870,7322,45.32,35.66,Brazil,30.02
"Scientist, biomedical",Entertainment,Increasing,Low,125723.81,Associate Degree,1,9024,3640,20.21,85.09,USA,40.88
Tour manager,Entertainment,Increasing,Moderate,116433.28,Master’s Degree,11,9382,7289,78.07,40.95,Canada,24.6
Primary school teacher,Entertainment,Decreasing,Moderate,79597.7,PhD,5,3983,6688,64.13,93.24,UK,66.95
Games developer,Education,Decreasing,High,139026.44,High School,11,2839,2131,3.94,89.27,Brazil,25.17
"Designer, textile",Entertainment,Increasing,Low,42282.65,Associate Degree,3,6645,3712,84.52,37.82,Germany,77.75
Travel agency manager,Entertainment,Increasing,High,91053.76,Master’s Degree,17,3182,7041,81.4,54.78,USA,29.72
Press sub,Retail,Decreasing,High,137030.8,Master’s Degree,9,2609,2711,32.99,2.37,Germany,25.85
Aid worker,Finance,Decreasing,High,118876.63,Master’s Degree,6,2700,453,7.53,52.59,China,54.02
Senior tax professional/tax inspector,IT,Decreasing,High,117597.21,Associate Degree,7,7914,4517,83.08,96.84,China,70.64
Orthoptist,Entertainment,Decreasing,High,120250.94,Master’s Degree,4,6014,7085,46.92,47.71,Australia,54.35
"Surveyor, planning and development",IT,Decreasing,Low,84219.23,Bachelor’s Degree,12,7016,2909,47.62,96.4,USA,67.96
"Designer, furniture",Healthcare,Decreasing,Low,34010.73,Master’s Degree,18,5623,4125,29.57,17.84,China,50.99
Counsellor,Retail,Decreasing,High,96731.29,Master’s Degree,4,2412,4636,21.64,17.49,India,45.47
Aeronautical engineer,Healthcare,Increasing,Moderate,111619.97,High School,17,4922,2202,5.41,36.93,China,41.92
Editorial assistant,Transportation,Decreasing,Moderate,49468.15,PhD,18,239,956,15.61,80.66,USA,33.89
"Accountant, chartered public finance",Finance,Increasing,Moderate,136162.72,Associate Degree,7,1786,4291,47.3,72.45,UK,26.27
Hospital doctor,Education,Increasing,High,139649.03,Bachelor’s Degree,3,7997,8667,49.64,61.03,Germany,59.31
"Sales professional, IT",Entertainment,Decreasing,Low,45064.53,PhD,13,1466,5507,67.36,59.35,Canada,23.22
Theatre manager,IT,Increasing,Low,33523.95,PhD,14,8580,6455,5.5,83.42,Brazil,66.41
Public relations officer,Education,Decreasing,Low,105444.06,Bachelor’s Degree,5,1320,2892,79.12,20.18,China,44.63
Special effects artist,Finance,Decreasing,High,53214.74,High School,12,6312,4808,16.59,35.79,USA,63.22
"Nurse, adult",IT,Decreasing,Moderate,108628.06,Bachelor’s Degree,3,7404,9175,93.59,78.62,China,60.72
Camera operator,Entertainment,Decreasing,Moderate,71285.92,Master’s Degree,9,4173,8240,88.3,24.46,Australia,24.97
"Psychologist, counselling",Retail,Increasing,Moderate,78978.84,Bachelor’s Degree,17,7160,1124,40.41,15.39,UK,64.88
Ranger/warden,Healthcare,Increasing,High,137240.02,Associate Degree,20,4673,864,77.67,13.74,Brazil,73.13
Physiological scientist,Manufacturing,Increasing,Moderate,114529.64,Bachelor’s Degree,2,9690,3299,38.61,6.28,India,45.65
Photographer,IT,Decreasing,Low,83288.77,High School,11,6962,8992,6.84,22.34,UK,37.97
"Sound technician, broadcasting/film/video",Transportation,Decreasing,Low,132070.46,Master’s Degree,5,5747,3356,50.41,55.7,Canada,69.83
Banker,Education,Increasing,Low,134204.57,Master’s Degree,19,2098,4653,11.2,44.24,Australia,50.57
Social researcher,Education,Decreasing,High,91847.41,Master’s Degree,5,504,8480,97.17,5.1,UK,56.37
Energy manager,Healthcare,Decreasing,Low,46134.89,High School,1,4721,5046,40.5,5.76,Australia,76.65
Energy manager,Manufacturing,Decreasing,High,55749.59,Master’s Degree,15,3947,7904,18.24,12.69,China,45.19
Primary school teacher,Finance,Increasing,Moderate,135093.4,Associate Degree,18,6681,1287,58.23,61.53,Canada,64.69
Radio broadcast assistant,Education,Increasing,High,135222.03,High School,7,413,7101,72.64,90.65,Brazil,62.59
"Sound technician, broadcasting/film/video",Healthcare,Increasing,Low,62496.24,PhD,2,4090,1616,92.51,12.14,UK,79.01
Occupational hygienist,Manufacturing,Decreasing,Moderate,139495.55,High School,12,1470,1532,17.14,54.09,USA,70.53
Teaching laboratory technician,IT,Decreasing,Moderate,84741.5,PhD,9,9465,5757,8.83,40.48,USA,30.85
Clinical embryologist,Retail,Decreasing,Low,109154.59,Bachelor’s Degree,8,9803,7094,85.25,74.23,Canada,27.87
Theme park manager,Finance,Increasing,High,69861.83,High School,11,9743,8341,88.89,46.31,Brazil,69.39
Landscape architect,Healthcare,Increasing,High,116977.64,PhD,17,6319,5285,10.92,94.34,UK,24.21
"Psychologist, occupational",Healthcare,Increasing,High,61934.31,High School,12,4129,8516,56.91,78.67,China,74.27
"Designer, jewellery",Manufacturing,Decreasing,Moderate,117583.52,Master’s Degree,8,939,9464,96.38,59.48,Australia,70.25
"Surveyor, commercial/residential",Education,Increasing,Low,139146.2,Master’s Degree,7,5704,2791,53.42,32.89,India,78.45
Corporate treasurer,Manufacturing,Decreasing,Low,103714.17,Master’s Degree,12,717,5345,55.63,73.65,Germany,38.49
Early years teacher,Finance,Increasing,Low,33225.04,High School,19,5043,2172,89.67,34.18,Canada,44.41
Plant breeder/geneticist,Manufacturing,Increasing,Moderate,120560.21,Associate Degree,6,1791,3323,34.72,35.34,China,41.01
Advice worker,Transportation,Decreasing,High,76980.23,High School,14,3585,9008,76.7,87.22,Germany,79.96
"Social research officer, government",Manufacturing,Decreasing,Low,88504.37,Master’s Degree,15,3817,5833,48.79,68.14,China,55.66
Adult guidance worker,Entertainment,Increasing,Low,93381.4,High School,12,8681,9666,25.78,71.35,Germany,72.28
Senior tax professional/tax inspector,Entertainment,Decreasing,Low,134879.16,Associate Degree,7,9493,445,9.93,25.11,Australia,33.19
"Teacher, special educational needs",IT,Decreasing,High,102830.47,Associate Degree,18,7991,2641,67.42,50.11,China,25.77
"Investment banker, operational",Manufacturing,Increasing,Moderate,127434.71,Associate Degree,9,3969,6908,23.82,11.64,China,77.78
Air traffic controller,Transportation,Increasing,High,80337.96,Associate Degree,5,2779,5600,8.39,32.63,Germany,37.4
Financial trader,IT,Increasing,Moderate,38602.22,Associate Degree,13,8249,3783,47.26,51.34,Australia,65.61
"Research officer, trade union",Entertainment,Increasing,Low,43807.24,PhD,15,3031,4544,91.45,1.36,USA,60.37
Sports development officer,Education,Decreasing,Low,36858.94,Master’s Degree,19,2154,4226,51.22,70.9,Australia,64.29
Art therapist,Healthcare,Decreasing,Moderate,99768.81,Associate Degree,12,9618,6769,63.12,39.16,Brazil,63.01
"Therapist, sports",Entertainment,Increasing,Low,139743.05,PhD,16,5445,8270,99.76,4.36,USA,32.78
"Production assistant, radio",Manufacturing,Increasing,Low,119840.67,PhD,6,3080,7158,80.95,45.33,India,39.66
Chief Marketing Officer,Finance,Decreasing,High,56116.91,Master’s Degree,7,1633,5560,5.9,57.86,Brazil,62.48
"Administrator, sports",IT,Increasing,High,134827.38,PhD,19,1939,8644,79.84,38.27,Germany,37.87
Manufacturing engineer,Entertainment,Decreasing,High,137878.82,Bachelor’s Degree,7,2592,5448,86.26,63.3,Canada,48.16
Commercial/residential surveyor,Retail,Increasing,Low,61936.93,PhD,4,8870,7887,97.55,46.33,India,66.16
Dispensing optician,IT,Increasing,Moderate,96568.91,PhD,12,7953,237,65.4,12.83,Brazil,25.81
Purchasing manager,Entertainment,Decreasing,Moderate,30080.01,PhD,11,2031,6343,83.21,46.25,China,32.01
"Producer, radio",Healthcare,Increasing,High,73726.54,Bachelor’s Degree,2,9572,9461,1.31,39.47,Canada,70.49
"Therapist, drama",Finance,Decreasing,Low,82577.86,Master’s Degree,9,5497,2315,1.2,48.4,Germany,32.32
Hospital pharmacist,Entertainment,Decreasing,Moderate,42588.1,Associate Degree,7,6917,1108,50.11,6.46,Australia,67.45
Landscape architect,Entertainment,Decreasing,Moderate,149194.68,Master’s Degree,1,2110,4423,56.94,84.4,Australia,42.71
Patent examiner,Finance,Increasing,High,142235.98,Bachelor’s Degree,9,4824,5239,36.07,84.78,Germany,48.25
"Research officer, trade union",Education,Decreasing,High,145552.75,Bachelor’s Degree,11,5225,6230,68.66,99.79,Brazil,38.84
"Psychotherapist, dance movement",Healthcare,Decreasing,Low,116971.15,High School,12,8833,4941,88.95,99.43,Germany,74.18
Exhibition designer,IT,Increasing,High,76991.21,Master’s Degree,11,6996,655,40.3,81.04,China,32.83
Fish farm manager,Education,Increasing,Low,103520.55,High School,10,6806,2240,12.73,82.11,USA,58.52
Broadcast presenter,Education,Increasing,High,70336.31,PhD,18,8329,8080,33.24,67.58,Brazil,54.68
"Scientist, water quality",Retail,Decreasing,Moderate,76023.82,Bachelor’s Degree,10,2104,5662,74.3,55.23,India,67.1
Analytical chemist,Transportation,Increasing,Moderate,145973.91,Bachelor’s Degree,15,6283,8247,78.9,94.68,UK,20.92
"Education officer, environmental",Retail,Decreasing,Moderate,129587.45,Associate Degree,12,4751,4656,67.38,1.67,USA,72.31
Museum education officer,Transportation,Decreasing,High,96434.32,High School,9,4288,412,37.76,63.33,Australia,47.36
Technical author,Retail,Increasing,Moderate,33673.69,High School,5,9385,9230,9.89,18.69,Germany,32.59
"Clinical scientist, histocompatibility and immunogenetics",IT,Increasing,High,148076.97,Associate Degree,9,3932,8846,1.57,13.11,Germany,32.02
Stage manager,Manufacturing,Increasing,Moderate,92514.76,High School,7,385,3198,84.29,60.76,Brazil,56.54
Purchasing manager,Finance,Decreasing,Moderate,60317.8,Bachelor’s Degree,13,2028,6467,0.56,17.87,UK,40.14
Land,Education,Decreasing,Moderate,54202.32,Master’s Degree,0,5702,7159,58.4,68.57,Canada,72.96
Medical physicist,Retail,Decreasing,Moderate,125255.83,PhD,1,9798,255,37.49,81.5,Canada,56.26
Passenger transport manager,Entertainment,Increasing,Low,148291.68,Associate Degree,0,8887,8302,19.62,1.11,India,75.51
English as a second language teacher,Education,Increasing,Low,130660.49,High School,5,4924,9133,96.86,90.35,Canada,68.65
Geophysicist/field seismologist,IT,Increasing,Low,32235.05,Bachelor’s Degree,4,1164,7753,28.74,29.64,Australia,21.81
Investment analyst,Manufacturing,Decreasing,High,83584.22,Bachelor’s Degree,11,3392,1028,31.8,26.88,Canada,69.59
Travel agency manager,Finance,Decreasing,High,136581.19,PhD,15,9095,8762,79.32,77.25,China,60.56
Human resources officer,Transportation,Decreasing,Moderate,51354.93,Associate Degree,4,9856,7694,49.84,22.2,Germany,43.37
"Engineer, aeronautical",Education,Decreasing,Low,134559.99,Master’s Degree,16,7019,5752,46.23,97.85,Canada,42.58
"Therapist, horticultural",Education,Decreasing,High,141278.38,High School,19,5359,5034,89.62,15.65,UK,69.85
Editorial assistant,Transportation,Increasing,High,129032.87,Associate Degree,19,3272,8174,32.28,41.24,Canada,76.14
"Designer, interior/spatial",IT,Increasing,High,145060.32,PhD,19,1835,3846,29.6,58.69,China,72.78
"Engineer, drilling",Manufacturing,Decreasing,Moderate,38379.82,High School,2,3529,2127,15.73,5.76,USA,65.14
"Education officer, community",Retail,Decreasing,Moderate,88178.05,Master’s Degree,13,9695,4933,9.38,14.8,Brazil,32.13
"Surveyor, quantity",Transportation,Decreasing,High,143237.21,High School,3,2305,6557,14.98,11.02,Australia,73.68
"Accountant, chartered certified",Transportation,Increasing,High,97648.6,PhD,11,2447,5028,48.51,2.25,Canada,58.74
Minerals surveyor,Retail,Decreasing,Moderate,84280.02,Master’s Degree,2,8488,8625,24.17,91.13,USA,74.69
"Engineer, structural",Education,Decreasing,Low,68926.47,Associate Degree,9,2348,5468,76.62,29.55,USA,60.41
Communications engineer,Retail,Increasing,Moderate,76781.5,PhD,14,7503,1672,23.2,17.88,Canada,55.2
Corporate treasurer,IT,Decreasing,Low,61735.43,Bachelor’s Degree,7,4187,6758,56.66,23.5,USA,58.09
Insurance claims handler,Healthcare,Decreasing,High,52636.49,High School,1,7285,6742,58.14,93.62,Germany,46.21
"Psychologist, forensic",Transportation,Increasing,Moderate,128051.33,Associate Degree,5,2652,8251,79.55,77.68,Brazil,20.47
Architect,IT,Increasing,Low,48296.71,Associate Degree,3,5375,8923,11.03,32.54,Germany,44.63
Publishing rights manager,Manufacturing,Decreasing,Moderate,44612.03,Bachelor’s Degree,5,9008,3773,33.1,11.77,China,32.5
"Engineer, production",IT,Increasing,High,118568.24,Associate Degree,19,924,4768,60.29,12.82,India,32.76
Quarry manager,Manufacturing,Increasing,Low,124323.79,PhD,10,7173,9902,14.0,14.36,USA,27.7
"Conservation officer, nature",Entertainment,Increasing,Low,107493.12,Bachelor’s Degree,9,2827,7636,55.18,50.59,India,39.8
Tourism officer,IT,Increasing,Moderate,67234.41,Associate Degree,9,1729,5748,64.19,79.36,Germany,28.36
Herpetologist,Manufacturing,Decreasing,Low,138002.1,PhD,13,8106,1991,88.73,77.89,India,25.88
"Teacher, early years/pre",Transportation,Increasing,Low,31586.17,Bachelor’s Degree,17,9008,8336,57.48,82.4,Brazil,60.5
Advertising account planner,Entertainment,Decreasing,High,50377.65,PhD,16,5509,618,1.08,77.59,Australia,57.6
Advertising art director,IT,Increasing,Low,79021.02,High School,20,3167,7294,38.38,96.55,Brazil,29.95
Archivist,Manufacturing,Decreasing,Moderate,70652.41,High School,7,9747,2046,77.21,44.19,India,64.1
"Loss adjuster, chartered",Entertainment,Decreasing,Low,70302.45,High School,1,8600,5140,86.92,30.52,Australia,68.67
"Surveyor, insurance",Entertainment,Increasing,Moderate,53107.22,Master’s Degree,14,6978,4506,10.96,86.08,Germany,60.25
"Education officer, community",Healthcare,Decreasing,High,149525.61,Associate Degree,14,7404,796,41.88,42.23,UK,20.7
"Horticulturist, commercial",Manufacturing,Increasing,High,89814.32,High School,20,1743,3493,47.11,17.46,India,21.1
"Nurse, mental health",Retail,Increasing,Low,116983.38,Bachelor’s Degree,4,2840,5548,9.11,74.99,UK,73.61
"Programmer, multimedia",Retail,Increasing,Low,148924.03,Bachelor’s Degree,8,2460,3978,17.4,48.6,Australia,60.95
Database administrator,Retail,Increasing,Low,147953.14,Master’s Degree,6,1214,4441,92.51,73.25,China,65.05
Insurance underwriter,Education,Decreasing,Moderate,62653.92,Associate Degree,8,7092,6146,83.45,71.62,Brazil,40.41
Fisheries officer,Education,Decreasing,Low,139440.44,Master’s Degree,11,4850,7688,48.18,84.88,UK,26.67
"Engineer, production",Education,Increasing,Low,127207.18,Master’s Degree,2,8848,5944,44.31,20.05,Germany,53.77
Television floor manager,Retail,Decreasing,Low,64432.21,High School,13,8347,4653,18.41,25.48,India,36.32
Land,Healthcare,Increasing,High,92758.24,High School,12,4687,5856,55.35,38.14,USA,25.03
Forest/woodland manager,Education,Increasing,Moderate,50466.95,Bachelor’s Degree,12,7661,918,88.66,43.82,UK,41.63
Tax inspector,Entertainment,Decreasing,Low,100375.56,Bachelor’s Degree,11,7552,6738,59.37,36.47,Canada,51.39
"Journalist, broadcasting",Transportation,Increasing,High,97992.55,Associate Degree,11,8739,6475,38.19,65.03,USA,68.87
"Teacher, music",Healthcare,Increasing,Low,79534.61,PhD,6,2606,5273,78.62,6.5,Germany,36.51
"Scientist, research (physical sciences)",Transportation,Decreasing,Low,68845.07,PhD,12,9551,472,99.23,92.08,China,78.61
"Investment banker, operational",Transportation,Increasing,High,93318.73,Associate Degree,14,4445,193,9.37,14.24,India,72.1
Health visitor,Healthcare,Increasing,Moderate,87995.5,Master’s Degree,16,6144,9109,40.87,23.61,China,50.19
Careers adviser,IT,Decreasing,High,74281.97,Master’s Degree,0,591,5922,62.72,98.15,Canada,65.72
Geophysical data processor,Education,Decreasing,High,49248.0,High School,17,3032,4199,61.9,77.8,India,39.94
Chief Executive Officer,Finance,Increasing,Moderate,61206.87,Master’s Degree,19,7022,8929,76.6,0.43,China,64.16
Technical author,Education,Decreasing,High,109897.39,Associate Degree,11,6055,4151,76.49,48.15,UK,61.55
Museum/gallery conservator,Education,Decreasing,Moderate,99684.57,Master’s Degree,10,6908,1599,97.91,64.28,Canada,39.33
Airline pilot,Entertainment,Increasing,Low,105098.85,PhD,5,3647,1037,83.5,51.52,Canada,72.18
"Teacher, adult education",IT,Increasing,Low,71694.74,PhD,9,8537,1114,63.58,40.24,Germany,40.4
Armed forces technical officer,Transportation,Decreasing,Moderate,61167.09,Bachelor’s Degree,20,4573,1367,29.99,30.9,UK,37.81
Video editor,Healthcare,Decreasing,Low,109107.86,Bachelor’s Degree,13,9586,2795,17.58,83.12,Canada,62.93
Advertising copywriter,IT,Increasing,Moderate,134734.79,High School,2,7785,1903,21.33,26.02,India,40.81
Museum education officer,Retail,Decreasing,Low,41961.25,Bachelor’s Degree,9,9194,9635,56.25,95.57,UK,76.34
Emergency planning/management officer,Retail,Decreasing,High,34732.45,High School,20,3825,8146,50.12,69.64,USA,78.14
Ship broker,IT,Increasing,Low,43178.46,Master’s Degree,15,7884,9629,67.98,45.13,Brazil,72.07
"Engineer, civil (contracting)",Education,Increasing,Moderate,31022.38,PhD,12,3911,9530,70.46,93.84,Canada,60.72
Radio producer,IT,Increasing,High,94197.84,Associate Degree,14,1396,2961,30.4,55.47,Canada,61.28
Higher education careers adviser,Manufacturing,Decreasing,Low,71348.89,Bachelor’s Degree,1,7413,9903,5.12,26.14,UK,54.0
"Scientist, forensic",Healthcare,Decreasing,Moderate,146972.79,PhD,8,7839,6084,49.72,37.57,India,39.68
Public librarian,Finance,Decreasing,High,55231.2,Associate Degree,17,7396,396,58.72,16.5,UK,69.52
Oncologist,Transportation,Increasing,High,31564.52,Bachelor’s Degree,7,4699,3481,97.72,25.39,UK,46.29
Air broker,Finance,Increasing,Low,141070.07,High School,15,5843,5682,36.1,54.95,Australia,48.7
"Surveyor, building",Manufacturing,Increasing,Moderate,117855.02,High School,7,2262,4747,45.32,23.48,Canada,49.27
Translator,Healthcare,Decreasing,High,66272.43,Associate Degree,5,7294,7287,38.69,86.35,Germany,25.69
"Programme researcher, broadcasting/film/video",Retail,Decreasing,Low,96248.99,Bachelor’s Degree,2,1395,7652,11.24,84.57,Brazil,23.92
Leisure centre manager,Finance,Decreasing,Low,88379.04,High School,13,2068,5158,33.65,80.09,USA,30.99
Sports administrator,IT,Increasing,High,30769.22,Master’s Degree,5,296,6958,15.59,12.55,Canada,42.86
Sports therapist,Finance,Decreasing,Moderate,52733.85,Associate Degree,11,2748,5940,60.21,87.17,UK,77.5
Editorial assistant,IT,Increasing,High,31348.77,Master’s Degree,12,3461,4531,60.26,41.09,Australia,47.45
Media planner,Finance,Increasing,Moderate,122042.16,High School,15,4396,9641,41.47,50.59,USA,55.12
Government social research officer,Finance,Increasing,Low,55909.84,High School,2,1541,5663,61.54,41.3,India,60.34
Air cabin crew,Transportation,Decreasing,High,107286.78,Bachelor’s Degree,3,6861,1860,13.55,54.39,Australia,28.84
Optometrist,Manufacturing,Increasing,Low,92533.09,Bachelor’s Degree,16,8909,4960,21.13,21.16,USA,79.58
Dealer,Manufacturing,Increasing,High,95604.29,Associate Degree,1,5471,1228,39.98,9.13,India,39.67
Personnel officer,IT,Decreasing,Low,46805.82,Bachelor’s Degree,5,4743,5268,35.88,85.74,China,65.68
Barrister,Healthcare,Increasing,Moderate,141701.32,PhD,18,4755,8653,35.86,78.73,Canada,42.64
Insurance risk surveyor,Education,Increasing,High,98408.8,Bachelor’s Degree,1,8737,5940,87.98,81.36,UK,50.55
"Engineer, production",Healthcare,Decreasing,High,47320.61,High School,17,9925,9079,90.15,15.05,UK,38.37
Chartered loss adjuster,Education,Increasing,High,66255.64,Associate Degree,20,8760,8031,19.01,46.7,Brazil,33.59
"Teacher, primary school",Finance,Decreasing,Moderate,102828.43,PhD,20,4516,7378,83.08,77.83,Brazil,52.54
Operations geologist,Finance,Decreasing,Low,49716.53,Associate Degree,16,3296,7339,49.36,79.19,UK,58.98
Learning disability nurse,Finance,Decreasing,Low,95294.24,PhD,15,2716,7287,36.97,0.84,China,35.22
Commissioning editor,Retail,Increasing,Low,109772.11,Bachelor’s Degree,18,5186,4285,13.83,92.95,USA,38.15
Occupational hygienist,Transportation,Decreasing,High,123198.32,Bachelor’s Degree,3,8463,3305,70.02,41.36,USA,59.57
Software engineer,Manufacturing,Increasing,Moderate,92718.77,Associate Degree,9,589,7060,75.43,42.74,USA,32.81
Chartered loss adjuster,Manufacturing,Increasing,Moderate,101991.03,High School,0,2782,3481,74.89,95.49,India,61.22
"Accountant, chartered management",IT,Decreasing,Moderate,106045.84,Master’s Degree,10,3553,1147,68.07,44.29,UK,24.54
Television/film/video producer,Education,Increasing,Low,90571.98,Master’s Degree,5,5217,7530,75.08,81.76,Australia,72.11
Planning and development surveyor,Finance,Increasing,Moderate,40917.9,PhD,7,9865,6810,46.8,86.22,UK,41.21
Sports administrator,Manufacturing,Decreasing,Moderate,102558.63,Associate Degree,17,3734,2436,18.48,75.68,USA,35.21
Medical illustrator,Retail,Increasing,Low,111740.85,PhD,11,7698,1560,27.5,26.33,Brazil,60.09
Television production assistant,Manufacturing,Decreasing,Low,136937.1,Bachelor’s Degree,11,8500,5717,8.82,35.07,USA,46.16
"Engineer, water",Healthcare,Decreasing,Moderate,44006.34,Bachelor’s Degree,3,8570,740,19.0,37.44,India,43.32
Diplomatic Services operational officer,Manufacturing,Decreasing,High,41505.31,Bachelor’s Degree,3,2453,4401,19.68,14.33,Australia,21.77
Pensions consultant,Finance,Increasing,Low,66069.37,Associate Degree,12,5668,3267,17.4,46.76,Brazil,69.82
"Teacher, English as a foreign language",Manufacturing,Increasing,Moderate,128644.5,PhD,13,4453,7182,81.76,90.95,Brazil,54.35
Illustrator,Entertainment,Decreasing,Low,120474.03,Associate Degree,12,9306,5588,18.8,58.64,USA,51.51
Pathologist,IT,Increasing,Moderate,69470.84,High School,19,3185,4063,58.3,90.72,India,30.2
Financial risk analyst,Entertainment,Increasing,Low,40963.96,High School,20,7579,6611,6.67,73.6,Canada,62.28
Clinical psychologist,IT,Decreasing,Moderate,87159.5,PhD,17,9618,107,54.57,73.72,China,63.22
Set designer,Manufacturing,Increasing,Low,96012.96,High School,0,8595,2706,83.74,85.62,Brazil,28.73
Research scientist (physical sciences),Entertainment,Decreasing,Low,114501.5,High School,20,4656,6414,39.44,8.76,Australia,60.89
"Development worker, community",Retail,Increasing,Moderate,64852.94,Master’s Degree,7,3888,685,83.67,98.4,Canada,21.87
Telecommunications researcher,Healthcare,Decreasing,High,71904.02,PhD,10,4491,6732,67.37,43.74,Canada,54.29
Heritage manager,IT,Increasing,High,124552.58,High School,3,1939,6613,88.88,41.86,Canada,60.86
Media planner,Finance,Decreasing,Moderate,105637.01,Master’s Degree,4,9199,4580,27.67,80.82,Canada,22.93
Financial manager,Transportation,Increasing,High,58453.62,Bachelor’s Degree,5,7990,9216,18.05,67.88,UK,38.95
Engineering geologist,Healthcare,Decreasing,High,126377.32,Associate Degree,12,1343,2381,27.21,96.3,Germany,76.57
Art therapist,Finance,Decreasing,Low,124852.7,Bachelor’s Degree,15,7748,7548,72.86,7.27,Germany,51.33
Retail merchandiser,Manufacturing,Decreasing,Low,70983.56,Associate Degree,3,8873,2671,36.01,7.07,UK,34.88
Civil Service fast streamer,Education,Decreasing,Low,116750.14,PhD,6,8854,1384,9.73,38.01,China,55.39
Estate agent,Transportation,Increasing,High,37521.11,Associate Degree,12,9394,6197,69.91,26.75,USA,20.1
Graphic designer,Healthcare,Decreasing,High,97187.74,Bachelor’s Degree,19,8372,7538,41.97,1.69,India,20.59
Office manager,IT,Increasing,Moderate,84414.73,High School,2,2535,4344,6.09,24.14,Australia,78.16
Ranger/warden,Manufacturing,Decreasing,Low,33595.85,Master’s Degree,9,4675,9505,63.43,75.15,India,70.0
Textile designer,IT,Increasing,Low,136456.37,PhD,16,3730,9176,75.65,98.86,Australia,27.67
Radio broadcast assistant,IT,Decreasing,High,107380.33,PhD,4,709,9146,38.95,82.2,Australia,34.23
Accounting technician,Education,Decreasing,High,92759.03,PhD,7,1132,3960,83.93,38.38,India,59.23
Equality and diversity officer,Transportation,Decreasing,Moderate,81398.58,PhD,5,9665,9888,90.25,56.0,UK,42.27
Regulatory affairs officer,Transportation,Decreasing,High,116821.82,Bachelor’s Degree,2,1387,792,22.37,7.4,Canada,43.04
Television floor manager,Entertainment,Decreasing,Low,127497.06,Master’s Degree,15,9681,2081,33.8,81.66,Australia,48.93
Medical laboratory scientific officer,Transportation,Increasing,Moderate,103362.94,Master’s Degree,7,9073,6777,88.8,87.88,India,58.13
"Teacher, early years/pre",Healthcare,Decreasing,Moderate,124645.16,PhD,20,6596,1338,66.88,9.1,Australia,35.59
Diplomatic Services operational officer,Retail,Increasing,Moderate,117632.42,Associate Degree,19,6725,4054,98.95,93.16,Canada,55.98
Chief Executive Officer,Manufacturing,Increasing,High,145024.55,Bachelor’s Degree,7,3053,858,1.25,23.49,China,52.19
Newspaper journalist,Finance,Decreasing,Moderate,74704.79,Bachelor’s Degree,17,981,6825,38.88,36.4,Germany,37.67
"Librarian, academic",Education,Decreasing,Low,40614.9,Master’s Degree,4,2588,4195,78.99,64.23,China,72.78
Insurance underwriter,Healthcare,Decreasing,Low,66445.05,Master’s Degree,0,3158,7276,92.39,77.98,Canada,39.28
"Engineer, structural",Finance,Decreasing,Low,50386.84,PhD,10,3599,2811,67.86,78.79,Brazil,79.07
Archivist,Healthcare,Decreasing,High,81076.5,PhD,10,7455,3423,60.9,71.25,Germany,35.83
"Radiographer, diagnostic",IT,Increasing,High,89686.28,PhD,19,8682,5808,96.25,1.98,UK,70.02
IT sales professional,Finance,Decreasing,High,103628.81,High School,17,2170,9667,86.85,42.24,China,77.47
Electrical engineer,Healthcare,Increasing,Low,136889.35,Associate Degree,20,1627,9747,75.61,79.03,Canada,20.8
"Psychologist, forensic",Transportation,Decreasing,High,34692.36,Associate Degree,15,3324,8191,79.42,20.65,UK,38.88
"Investment banker, corporate",Healthcare,Increasing,Moderate,110493.19,Master’s Degree,13,2152,7442,10.35,73.5,Brazil,69.46
Surgeon,Finance,Increasing,High,77584.56,High School,13,5713,4361,78.76,27.21,Canada,40.23
Amenity horticulturist,Entertainment,Increasing,High,46527.9,High School,18,8834,7846,52.28,97.31,Canada,63.4
Freight forwarder,Entertainment,Increasing,Low,35052.9,Master’s Degree,2,4854,5090,82.28,38.93,Australia,72.46
"Sales professional, IT",IT,Increasing,High,51496.69,Master’s Degree,0,9376,759,78.11,43.01,USA,63.63
"Designer, graphic",Healthcare,Decreasing,Low,133815.13,PhD,18,595,8077,94.69,4.18,Australia,63.7
"Engineer, production",Manufacturing,Decreasing,High,66501.37,Bachelor’s Degree,8,2501,3899,96.16,12.65,UK,20.3
Horticultural therapist,Retail,Increasing,Low,58339.07,Master’s Degree,19,1602,9275,62.54,44.7,USA,24.06
Structural engineer,IT,Increasing,Moderate,42778.79,Master’s Degree,0,9543,5903,19.54,44.54,Brazil,56.79
Personnel officer,Entertainment,Increasing,Low,58998.37,Associate Degree,8,6070,4314,2.33,54.41,UK,24.44
Engineering geologist,Education,Decreasing,Moderate,38795.88,PhD,8,5269,6266,90.21,83.16,China,44.72
Retail banker,Finance,Decreasing,Low,121512.1,Bachelor’s Degree,9,9245,5781,59.82,78.57,India,71.08
Community education officer,Transportation,Decreasing,Moderate,125676.95,Master’s Degree,2,8523,4314,37.17,93.87,Germany,65.74
Academic librarian,Transportation,Increasing,Low,138250.58,PhD,11,9299,3564,66.35,55.72,UK,66.75
Learning disability nurse,Entertainment,Decreasing,High,89594.37,Master’s Degree,2,5405,8258,62.66,52.06,UK,52.98
"Investment banker, operational",Entertainment,Decreasing,Moderate,142211.28,Bachelor’s Degree,10,1226,9254,18.94,42.56,Germany,67.64
Fashion designer,Entertainment,Decreasing,Moderate,82263.73,Bachelor’s Degree,5,1502,8618,39.24,46.48,India,43.29
Animator,Education,Decreasing,High,112296.61,PhD,4,2218,9623,52.18,33.52,Canada,23.86
International aid/development worker,Transportation,Decreasing,Moderate,67029.08,High School,11,4367,1696,83.09,87.35,China,60.23
Energy manager,Manufacturing,Increasing,Moderate,89932.62,Associate Degree,4,9510,9347,1.84,56.24,UK,39.13
Equities trader,Retail,Decreasing,Low,41288.12,Associate Degree,14,6280,916,76.8,70.46,China,63.02
"Designer, ceramics/pottery",Retail,Increasing,Low,141149.01,Associate Degree,13,4773,6560,45.42,26.26,USA,69.24
Herbalist,Entertainment,Increasing,High,80941.38,PhD,18,9945,3993,42.15,79.45,USA,32.31
Accommodation manager,Transportation,Decreasing,Moderate,110934.53,Associate Degree,9,9038,7125,65.83,59.73,Germany,59.74
Tax adviser,Education,Decreasing,Moderate,108569.56,PhD,15,5106,9520,9.23,16.43,China,73.9
"Scientist, clinical (histocompatibility and immunogenetics)",Transportation,Increasing,Moderate,43646.84,Bachelor’s Degree,5,8972,2795,84.37,43.64,Australia,43.39
Midwife,Education,Decreasing,Low,53373.53,Master’s Degree,11,524,7100,11.23,70.79,UK,35.57
IT technical support officer,Transportation,Decreasing,Moderate,117681.4,Bachelor’s Degree,6,4312,9266,13.94,63.28,Germany,77.56
Paramedic,Finance,Decreasing,Moderate,91163.99,PhD,18,8510,2964,75.17,31.15,Germany,33.75
Tree surgeon,Manufacturing,Decreasing,High,102087.24,PhD,10,2625,567,37.92,4.64,Germany,26.7
"Programmer, systems",Manufacturing,Increasing,Moderate,98186.36,High School,7,5109,5724,95.93,21.22,Brazil,49.68
Seismic interpreter,Education,Increasing,Low,115386.74,Master’s Degree,2,2628,8054,72.09,74.86,India,56.75
Ergonomist,Manufacturing,Decreasing,High,61269.28,PhD,6,4656,6499,21.18,0.72,Australia,55.06
Fine artist,Entertainment,Decreasing,Low,58605.05,Bachelor’s Degree,18,5584,3396,79.96,53.24,Brazil,74.63
Ophthalmologist,Education,Increasing,Low,33304.27,Bachelor’s Degree,10,1484,418,51.17,16.96,China,53.18
Software engineer,Entertainment,Increasing,Low,145905.24,High School,9,5716,8363,68.29,91.69,Brazil,56.84
Film/video editor,Manufacturing,Decreasing,Low,101825.34,High School,13,4530,632,1.11,4.85,UK,34.14
Microbiologist,Finance,Increasing,High,68147.84,Master’s Degree,18,2855,3378,41.51,13.62,Brazil,32.5
"Conservator, furniture",Entertainment,Increasing,High,74880.76,High School,11,550,1932,33.56,13.17,UK,35.47
"Therapist, art",Entertainment,Increasing,Low,97440.39,High School,20,275,6440,28.28,73.79,Brazil,70.14
Aeronautical engineer,Education,Decreasing,High,51139.08,Master’s Degree,4,2044,4397,71.51,71.84,UK,65.19
Air cabin crew,Transportation,Decreasing,High,47942.59,Bachelor’s Degree,13,6234,4168,14.77,63.73,Canada,47.02
"Conservator, furniture",Healthcare,Increasing,Low,91581.84,High School,20,2102,5934,48.02,66.05,Germany,44.44
Secretary/administrator,Healthcare,Decreasing,High,86130.52,Associate Degree,12,9518,5550,9.21,98.22,Canada,36.91
"Civil engineer, consulting",Healthcare,Decreasing,Low,69670.34,Master’s Degree,17,8806,3419,86.55,90.95,India,32.09
Higher education careers adviser,Manufacturing,Decreasing,High,135174.14,Associate Degree,13,5670,9675,98.03,93.15,Germany,55.55
Local government officer,IT,Increasing,High,131057.63,Master’s Degree,3,8648,5483,10.75,90.09,UK,59.46
Pathologist,IT,Increasing,Low,30450.96,Master’s Degree,7,5178,8043,46.08,68.3,USA,35.36
Museum/gallery curator,Finance,Decreasing,Low,36550.34,Master’s Degree,5,7408,8764,70.3,97.14,USA,52.01
Medical physicist,Healthcare,Increasing,Moderate,115061.14,Associate Degree,0,2491,3056,16.68,69.04,Australia,73.42
Energy manager,Healthcare,Decreasing,High,139237.99,High School,14,8494,9023,75.82,97.27,USA,33.49
Facilities manager,Education,Increasing,Low,65178.1,Bachelor’s Degree,1,301,1287,50.08,37.22,UK,43.29
Chief Executive Officer,Education,Decreasing,High,130138.47,PhD,18,2899,9202,92.73,14.42,China,62.64
Architectural technologist,Transportation,Increasing,Low,147864.22,Associate Degree,4,3655,5598,83.88,47.9,Brazil,42.69
Podiatrist,Retail,Decreasing,Low,81825.63,Master’s Degree,14,2382,7482,82.59,40.55,Germany,44.03
Contractor,Finance,Increasing,High,105547.37,Bachelor’s Degree,9,4901,417,19.05,92.46,Germany,50.61
Advice worker,Healthcare,Increasing,Low,117018.29,Master’s Degree,11,3396,4568,0.2,23.57,UK,23.08
Stage manager,Entertainment,Increasing,Moderate,73380.07,Master’s Degree,12,294,7453,65.66,23.73,Canada,62.15
Government social research officer,Manufacturing,Decreasing,Moderate,137739.9,PhD,11,8522,3780,66.0,69.16,India,29.0
"Embryologist, clinical",Finance,Increasing,High,132365.21,PhD,20,6941,3699,13.26,76.02,UK,65.95
"Investment banker, operational",Transportation,Increasing,Moderate,83992.64,High School,2,3984,1051,23.6,36.3,China,33.42
"Education officer, community",IT,Increasing,Low,58584.3,High School,10,611,7337,37.34,48.09,Brazil,30.39
Operational investment banker,Transportation,Increasing,Moderate,50616.82,Bachelor’s Degree,2,9945,7610,23.1,34.42,Australia,31.46
Trade union research officer,Entertainment,Decreasing,Moderate,80154.72,PhD,20,8635,7713,97.28,4.2,China,71.75
Radiation protection practitioner,Manufacturing,Decreasing,Moderate,80217.36,PhD,14,8785,6268,55.55,19.13,UK,25.88
Insurance claims handler,Manufacturing,Decreasing,High,32651.45,Bachelor’s Degree,5,9777,6144,79.38,43.48,China,53.96
Newspaper journalist,IT,Decreasing,Moderate,47683.63,Bachelor’s Degree,0,8067,7284,32.46,88.73,USA,52.65
Accommodation manager,Manufacturing,Decreasing,Moderate,110428.65,Bachelor’s Degree,11,6675,1178,84.43,10.24,Germany,69.7
"Production assistant, television",IT,Increasing,Moderate,132618.52,Master’s Degree,16,9300,5529,88.03,84.95,Germany,69.02
"Accountant, chartered",Entertainment,Increasing,High,142776.21,Master’s Degree,9,9242,6024,64.01,67.69,India,35.89
Technical author,Manufacturing,Increasing,High,98723.76,Master’s Degree,20,6105,6947,88.55,3.53,UK,45.83
Higher education careers adviser,Entertainment,Decreasing,Low,133740.95,PhD,17,3821,7056,60.54,42.65,Brazil,71.93
"Journalist, magazine",IT,Decreasing,High,49255.01,Associate Degree,9,2406,2537,27.13,23.74,USA,60.57
Sports therapist,Entertainment,Decreasing,High,71464.08,Master’s Degree,19,948,6968,37.69,15.75,UK,56.38
Mudlogger,Finance,Increasing,High,97412.39,High School,9,5341,9443,12.46,21.66,Brazil,77.36
"Engineer, site",Entertainment,Increasing,High,109202.75,Master’s Degree,3,5898,8046,36.91,63.15,China,70.68
Claims inspector/assessor,Transportation,Decreasing,Low,123925.1,Bachelor’s Degree,2,3745,3813,60.71,69.0,USA,50.41
Pension scheme manager,Finance,Increasing,Moderate,39441.53,Master’s Degree,3,9469,3946,18.45,22.37,Germany,33.1
Furniture designer,Transportation,Decreasing,Moderate,101697.73,High School,5,6222,7437,81.3,19.07,India,57.97
Early years teacher,Entertainment,Decreasing,Moderate,48001.64,Bachelor’s Degree,8,6727,6546,91.82,97.89,Canada,72.33
Armed forces training and education officer,Finance,Decreasing,High,103400.53,Master’s Degree,12,9789,5761,17.49,92.98,USA,77.88
Amenity horticulturist,Finance,Decreasing,Low,98890.37,Master’s Degree,19,8398,6715,71.92,10.06,Germany,74.19
"Civil engineer, contracting",Manufacturing,Increasing,Low,131415.56,Master’s Degree,17,2174,2728,31.86,8.5,UK,63.0
General practice doctor,Finance,Increasing,Low,107051.06,Master’s Degree,7,4204,5698,12.68,98.01,Germany,22.91
Community development worker,Finance,Decreasing,High,110642.14,Bachelor’s Degree,15,2889,6042,9.51,42.87,UK,58.89
"Therapist, sports",Retail,Decreasing,Moderate,117177.42,Bachelor’s Degree,18,5182,361,5.21,23.49,USA,35.72
"Radiographer, therapeutic",Finance,Decreasing,Moderate,49929.28,Master’s Degree,10,9432,1324,25.35,47.04,UK,44.96
"Engineer, electronics",Manufacturing,Decreasing,Moderate,65716.98,Bachelor’s Degree,2,7935,1288,86.79,72.03,India,35.66
"Therapist, speech and language",Healthcare,Increasing,High,106660.48,Associate Degree,17,4832,3903,8.41,29.52,Australia,24.2
"Scientist, clinical (histocompatibility and immunogenetics)",Entertainment,Increasing,Moderate,119306.58,Master’s Degree,13,5808,6104,65.21,72.13,Canada,52.7
Environmental education officer,Finance,Decreasing,Low,126181.33,PhD,12,792,6901,52.08,15.56,Germany,61.8
"Doctor, general practice",Education,Increasing,Low,46630.22,Associate Degree,3,4752,6058,78.17,33.59,Australia,48.51
Radiation protection practitioner,Healthcare,Increasing,Low,48899.58,High School,20,8909,6984,42.9,9.71,Canada,74.08
"Psychotherapist, dance movement",Retail,Increasing,High,49278.78,High School,13,2152,5375,86.17,87.56,Canada,45.88
Records manager,Entertainment,Decreasing,High,115002.04,High School,14,6019,7317,91.37,77.66,China,54.37
Legal executive,Healthcare,Increasing,Low,35304.59,Master’s Degree,18,5836,1949,96.38,91.84,USA,49.53
Agricultural engineer,Transportation,Increasing,Moderate,66637.32,PhD,10,8415,4558,51.56,90.64,India,43.56
Field seismologist,IT,Increasing,Low,113969.8,Associate Degree,3,9089,2240,5.16,0.77,Brazil,64.05
Horticultural consultant,Healthcare,Increasing,High,42869.24,Master’s Degree,14,6984,1431,89.17,88.95,Brazil,33.61
Volunteer coordinator,Entertainment,Decreasing,Moderate,89337.94,Bachelor’s Degree,8,7083,636,44.66,65.89,Brazil,46.39
Speech and language therapist,Retail,Increasing,Moderate,67565.28,Associate Degree,18,6665,9237,51.32,83.3,UK,58.9
"Engineer, technical sales",IT,Increasing,Low,63039.1,Bachelor’s Degree,9,7981,1041,98.55,52.76,China,74.09
English as a foreign language teacher,Education,Decreasing,Moderate,38561.82,Bachelor’s Degree,15,3155,7558,24.07,64.91,Australia,61.36
Chemical engineer,Manufacturing,Increasing,Moderate,142367.19,Master’s Degree,4,2111,4356,50.73,71.42,UK,27.38
"Surveyor, insurance",Healthcare,Increasing,Low,124928.65,PhD,18,4550,5150,39.34,11.47,Canada,58.87
Commercial art gallery manager,Retail,Increasing,Moderate,55190.05,PhD,13,7610,1641,66.14,90.08,Canada,39.65
"Surveyor, rural practice",Finance,Increasing,Moderate,75543.5,High School,2,3155,3330,95.9,95.28,Germany,39.61
Actor,Finance,Decreasing,Low,43704.09,PhD,18,9379,7200,51.28,5.58,India,39.43
"Scientist, audiological",Education,Increasing,Moderate,120701.32,Associate Degree,2,6220,5515,7.76,39.1,China,29.62
"Pharmacist, hospital",Retail,Increasing,Low,89736.75,High School,8,6627,4053,55.44,91.53,India,36.02
"Buyer, retail",Healthcare,Decreasing,Low,50825.94,Master’s Degree,10,7342,423,24.11,14.69,Germany,25.1
"Engineer, chemical",Transportation,Increasing,High,72914.02,Associate Degree,6,6654,3646,32.6,31.07,India,72.91
"Accountant, chartered certified",Entertainment,Decreasing,Moderate,95430.16,Bachelor’s Degree,9,4605,9330,71.73,74.83,China,37.79
"Surveyor, land/geomatics",Manufacturing,Increasing,Moderate,85950.01,Bachelor’s Degree,2,9929,2100,89.87,43.74,UK,69.94
Geochemist,Education,Increasing,Low,142541.45,Associate Degree,3,1656,2258,81.02,28.97,Germany,44.78
"Investment banker, corporate",IT,Decreasing,Low,83979.36,High School,12,7757,3013,1.51,43.66,Germany,32.15
Actuary,Retail,Decreasing,Moderate,58130.6,Bachelor’s Degree,0,4489,9416,1.78,66.63,India,54.19
Broadcast journalist,Transportation,Decreasing,High,73884.44,High School,1,379,5136,49.64,97.27,USA,47.41
Sports therapist,Entertainment,Increasing,Moderate,100023.43,Master’s Degree,17,7490,8514,71.25,23.43,India,39.27
"Accountant, chartered management",Education,Increasing,High,137830.37,PhD,4,3021,1420,24.68,17.96,India,26.61
Horticultural consultant,IT,Increasing,Moderate,99138.72,High School,20,8577,7585,88.06,12.29,China,31.2
IT sales professional,Education,Decreasing,High,72788.79,Master’s Degree,18,4579,5827,12.28,42.75,Canada,29.22
"Engineer, civil (contracting)",IT,Decreasing,Low,88723.85,Master’s Degree,20,6837,3653,74.73,43.8,Australia,39.88
"Engineer, manufacturing",Retail,Increasing,Moderate,127956.31,PhD,6,8866,1469,54.25,84.3,China,56.35
Agricultural consultant,Transportation,Decreasing,Moderate,131666.54,Associate Degree,17,7754,2411,81.18,76.41,China,66.8
"Therapist, sports",Transportation,Increasing,High,110118.36,Bachelor’s Degree,8,8132,9675,68.93,57.48,USA,47.04
"Programmer, multimedia",IT,Increasing,High,84103.59,Bachelor’s Degree,4,6694,4613,70.72,89.57,Germany,21.23
Theatre manager,Education,Decreasing,Low,111706.65,Bachelor’s Degree,16,2676,8688,25.22,35.74,UK,33.52
Industrial buyer,IT,Increasing,High,101996.42,PhD,1,627,2151,87.46,68.93,India,63.74
Horticultural therapist,IT,Increasing,Low,68285.4,PhD,14,7739,6505,46.82,10.34,UK,32.64
Health promotion specialist,Retail,Decreasing,High,55930.86,PhD,9,8785,640,42.5,73.88,USA,41.98
"Librarian, academic",Transportation,Increasing,Moderate,120496.18,PhD,20,4000,5200,69.54,30.46,Canada,34.45
Set designer,Manufacturing,Decreasing,Low,129869.82,Master’s Degree,18,5895,3266,69.65,44.79,China,36.88
Social worker,Education,Decreasing,Low,46777.48,Associate Degree,4,2635,2269,70.76,19.89,Australia,68.07
Biomedical scientist,Education,Increasing,Low,101742.88,PhD,16,1214,9309,41.81,20.95,India,60.48
Scientific laboratory technician,Transportation,Increasing,High,95754.37,Master’s Degree,19,3449,7452,18.96,60.2,Australia,27.15
Photographer,Finance,Decreasing,Moderate,90120.45,Bachelor’s Degree,18,168,3956,75.08,66.34,UK,28.05
Broadcast engineer,Healthcare,Increasing,Low,110338.87,Associate Degree,5,499,2412,77.85,43.62,India,54.09
"Production assistant, radio",Education,Decreasing,Moderate,141054.02,Bachelor’s Degree,16,7352,8075,22.7,66.61,China,46.93
"Teacher, primary school",Transportation,Increasing,Moderate,85927.02,PhD,13,4646,4368,79.36,54.33,India,38.07
Hospital doctor,Manufacturing,Increasing,High,38467.48,Associate Degree,1,6002,7289,71.79,19.15,UK,70.95
Astronomer,IT,Increasing,Low,135134.26,High School,19,5443,9751,4.74,6.9,Australia,30.73
Arboriculturist,Transportation,Decreasing,Low,100402.76,Associate Degree,7,154,1188,98.25,53.06,India,26.55
Fast food restaurant manager,Manufacturing,Decreasing,Low,107779.94,Master’s Degree,12,6805,7103,65.26,89.19,Canada,28.29
Financial planner,Healthcare,Increasing,High,58873.77,PhD,7,7611,5361,67.36,21.99,Brazil,22.05
Clothing/textile technologist,Transportation,Decreasing,High,117200.54,Bachelor’s Degree,8,3629,3200,84.82,55.32,UK,31.17
"Scientist, research (physical sciences)",Entertainment,Increasing,Low,132407.87,Associate Degree,7,8725,6694,4.14,78.69,Canada,61.92
Information officer,Education,Increasing,High,88622.8,Associate Degree,10,371,5726,6.54,14.21,Germany,23.71
Mudlogger,Education,Decreasing,Low,129865.74,PhD,18,7103,5505,36.51,29.32,UK,40.06
"Engineer, electronics",Finance,Decreasing,Moderate,142911.76,Associate Degree,8,3014,8942,2.87,54.23,USA,26.32
"Chemist, analytical",Transportation,Increasing,Moderate,85316.23,Master’s Degree,10,6230,2535,76.45,23.55,USA,35.61
Associate Professor,Manufacturing,Increasing,High,59868.71,Master’s Degree,9,7581,7579,62.35,47.14,Germany,69.0
Speech and language therapist,Transportation,Decreasing,Low,39217.94,Master’s Degree,14,8177,5156,15.59,91.1,Australia,52.23
"Therapist, occupational",Retail,Decreasing,Low,70597.24,Associate Degree,6,9431,6826,40.79,81.6,Brazil,56.44
Insurance claims handler,IT,Decreasing,Low,93169.8,High School,16,9403,454,25.4,0.51,India,56.53
Claims inspector/assessor,Finance,Decreasing,Moderate,88067.58,Bachelor’s Degree,18,8228,8508,2.72,35.36,Brazil,74.3
Rural practice surveyor,Healthcare,Decreasing,Moderate,64928.89,High School,5,7236,3745,57.42,17.55,Brazil,74.73
Games developer,Manufacturing,Increasing,Moderate,113299.52,High School,8,2705,9236,38.45,67.05,Germany,37.43
Comptroller,Entertainment,Decreasing,High,42507.53,Master’s Degree,20,7605,675,83.22,36.42,UK,29.74
Civil Service fast streamer,Retail,Decreasing,High,144973.72,Associate Degree,16,2276,1427,24.26,73.66,UK,50.43
"Designer, exhibition/display",Entertainment,Decreasing,Low,148684.96,Associate Degree,0,9905,8294,71.29,55.82,India,37.33
Diagnostic radiographer,Transportation,Decreasing,Low,89592.65,High School,0,5202,1942,76.11,2.18,Germany,71.33
Management consultant,Entertainment,Increasing,High,38668.56,Master’s Degree,20,1412,4637,53.26,51.99,Germany,67.94
Pension scheme manager,Retail,Decreasing,Low,32474.88,Bachelor’s Degree,13,3517,3499,28.45,57.99,USA,32.62
Network engineer,Retail,Decreasing,Low,142051.05,PhD,17,9963,1031,19.25,92.48,Canada,64.5
Fine artist,Manufacturing,Increasing,Low,42898.98,Bachelor’s Degree,16,7649,5284,21.48,85.87,Germany,60.59
Biomedical scientist,Finance,Decreasing,Moderate,108536.37,High School,8,8595,3168,43.13,79.06,China,43.67
"Designer, blown glass/stained glass",Retail,Decreasing,Low,129186.46,Master’s Degree,13,2243,7703,28.36,50.82,China,47.77
Public librarian,Finance,Increasing,High,133220.51,Associate Degree,4,6659,8183,72.91,67.98,India,78.22
Production manager,Retail,Increasing,Moderate,145088.69,Master’s Degree,1,723,1168,11.23,9.05,Germany,75.24
Ceramics designer,Manufacturing,Increasing,High,102073.92,High School,2,690,7950,42.35,94.2,Canada,49.04
Trade union research officer,Entertainment,Decreasing,Low,110943.05,Master’s Degree,12,9053,8381,56.26,42.28,Australia,51.0
Animal technologist,Transportation,Decreasing,Moderate,72298.02,PhD,0,4740,7617,46.9,49.69,Australia,41.57
"Buyer, retail",IT,Increasing,Low,46027.52,Master’s Degree,13,3736,9602,44.79,69.7,Brazil,50.84
English as a foreign language teacher,IT,Increasing,High,60205.39,PhD,10,2855,2364,44.79,0.27,India,49.91
Environmental education officer,Entertainment,Increasing,Low,135135.64,Bachelor’s Degree,14,5447,5165,18.06,22.61,Brazil,48.66
Economist,Education,Decreasing,High,83228.01,Master’s Degree,14,9558,4599,96.37,2.68,Brazil,57.58
Herpetologist,Finance,Increasing,High,31298.21,Master’s Degree,16,2086,7987,41.02,51.75,Canada,31.24
"Conservation officer, nature",Finance,Increasing,Low,90395.0,PhD,7,5525,1659,14.01,46.96,Brazil,23.24
Surgeon,Education,Decreasing,High,98850.0,PhD,18,8133,6379,70.82,98.03,UK,47.92
Secretary/administrator,IT,Decreasing,High,81441.58,Bachelor’s Degree,3,1886,8037,88.43,84.96,Canada,29.05
"Merchandiser, retail",Healthcare,Decreasing,Moderate,47423.01,Master’s Degree,14,9439,5768,70.39,35.81,India,42.34
Adult nurse,Healthcare,Decreasing,High,96066.16,PhD,11,2550,8019,90.89,66.85,India,44.97
Financial controller,Entertainment,Decreasing,Low,147434.09,Associate Degree,16,9883,9158,92.47,90.01,Canada,22.22
Chief Financial Officer,Transportation,Increasing,High,44798.63,High School,1,3219,7597,20.81,82.86,Brazil,60.15
Personnel officer,Education,Decreasing,Moderate,99736.61,Bachelor’s Degree,6,2614,3083,28.74,81.43,UK,46.8
Airline pilot,IT,Increasing,Low,93750.66,PhD,16,7954,172,93.1,90.37,India,33.64
Environmental education officer,Finance,Decreasing,High,98366.38,Associate Degree,10,8794,6293,64.19,43.8,Canada,37.39
"Investment banker, operational",IT,Decreasing,Moderate,72489.7,Associate Degree,6,6377,863,73.64,82.05,Brazil,47.77
"Buyer, retail",Retail,Decreasing,Low,125861.09,Master’s Degree,9,4882,7565,67.48,69.34,UK,21.26
"Engineer, electronics",Education,Increasing,Low,107199.37,Bachelor’s Degree,16,423,1322,9.22,8.21,India,74.38
Retail banker,Entertainment,Increasing,High,106066.44,Master’s Degree,0,4120,1245,36.56,4.91,India,51.05
Race relations officer,Finance,Increasing,Moderate,35545.88,Bachelor’s Degree,0,3072,9902,22.99,11.69,USA,62.35
Recycling officer,Transportation,Increasing,High,36401.72,Master’s Degree,15,7084,8488,39.77,75.13,India,52.86
"Production assistant, television",Entertainment,Decreasing,Moderate,121995.57,Bachelor’s Degree,12,1817,2805,14.4,33.16,Australia,50.34
Immigration officer,Entertainment,Decreasing,Moderate,34082.8,High School,3,6355,6108,70.86,27.89,Brazil,54.9
Dietitian,Transportation,Decreasing,Moderate,65612.59,Master’s Degree,14,8402,3337,18.8,65.21,USA,78.51
"Designer, exhibition/display",Transportation,Increasing,High,97968.92,Bachelor’s Degree,14,4420,2222,77.22,22.77,Germany,65.29
Art therapist,Healthcare,Decreasing,Moderate,39358.2,PhD,16,6913,7042,58.58,40.35,Brazil,45.06
Lobbyist,Manufacturing,Increasing,Low,46566.71,High School,8,7281,7436,44.33,44.95,USA,37.63
Field trials officer,Retail,Increasing,Low,55783.84,Master’s Degree,12,5469,6661,20.78,69.82,Australia,21.05
Sports coach,Transportation,Decreasing,Moderate,58063.04,High School,8,4447,2385,75.43,72.66,Australia,65.82
"Psychologist, sport and exercise",Transportation,Decreasing,High,97240.01,Bachelor’s Degree,2,1541,9089,41.66,77.46,China,63.98
"Psychologist, educational",Transportation,Decreasing,Moderate,33192.06,High School,2,834,5774,57.01,90.5,UK,22.36
Equality and diversity officer,Transportation,Decreasing,Moderate,34229.86,Associate Degree,2,6816,1510,92.78,79.81,Brazil,63.49
Psychotherapist,IT,Decreasing,High,146970.08,PhD,2,9736,3589,36.02,81.92,Brazil,66.29
"Restaurant manager, fast food",IT,Decreasing,Moderate,140024.99,Bachelor’s Degree,1,2821,3952,62.34,11.49,Canada,38.85
Horticultural consultant,Retail,Increasing,Moderate,149276.42,Master’s Degree,14,6949,1455,73.29,43.28,USA,33.42
Information officer,Transportation,Decreasing,High,62073.06,PhD,6,263,9144,71.08,6.76,UK,69.1
Public relations officer,Education,Decreasing,High,107382.6,High School,16,2303,8911,79.49,55.61,China,34.92
"Designer, multimedia",Manufacturing,Decreasing,High,56829.3,High School,17,9911,6590,52.54,96.38,Germany,25.89
"Merchandiser, retail",Retail,Increasing,Moderate,115430.01,Associate Degree,5,1153,8044,71.34,95.58,UK,49.9
Environmental consultant,Retail,Increasing,Low,111058.17,Master’s Degree,11,9840,1459,41.0,48.01,Brazil,61.9
"Production designer, theatre/television/film",Education,Decreasing,High,90414.94,Master’s Degree,18,8483,7514,30.97,56.06,India,30.08
Lawyer,Finance,Decreasing,High,89369.35,High School,3,9984,2092,74.95,97.63,China,78.45
Quality manager,Healthcare,Increasing,High,62239.07,Master’s Degree,20,4337,137,52.6,65.09,Canada,50.32
Systems developer,IT,Increasing,Low,73968.81,Bachelor’s Degree,8,1076,7662,26.23,30.26,Germany,69.8
Recruitment consultant,Healthcare,Increasing,Moderate,124473.05,PhD,18,377,2489,26.68,4.54,Canada,76.77
Hotel manager,Entertainment,Increasing,High,137814.32,PhD,19,5406,477,99.48,63.44,India,60.65
Art gallery manager,Finance,Increasing,Low,52446.63,Master’s Degree,9,4104,3014,65.23,59.73,USA,21.49
Quantity surveyor,Entertainment,Decreasing,Moderate,31907.86,Associate Degree,11,7587,3572,17.56,44.39,Australia,29.29
Education administrator,Healthcare,Decreasing,Moderate,51168.89,High School,10,4175,4519,76.5,38.92,China,27.97
Chartered loss adjuster,Education,Increasing,Moderate,142060.21,Master’s Degree,11,9472,8451,91.9,72.75,Brazil,41.82
Mental health nurse,Manufacturing,Increasing,High,138548.47,Master’s Degree,14,8255,248,36.44,28.98,USA,71.56
Data processing manager,Transportation,Decreasing,Low,113071.42,Bachelor’s Degree,5,5660,3363,12.76,80.37,China,79.94
Financial manager,Healthcare,Increasing,Moderate,38964.34,Bachelor’s Degree,19,410,9341,32.44,17.85,USA,71.23
Community arts worker,IT,Decreasing,High,135292.53,Master’s Degree,8,4662,470,82.5,32.81,Australia,41.0
"Horticulturist, amenity",Transportation,Decreasing,High,108988.17,PhD,12,5625,4855,60.74,66.91,UK,70.35
Public librarian,Entertainment,Decreasing,Moderate,96278.09,PhD,7,3592,4264,14.0,74.85,Canada,70.65
Armed forces training and education officer,Entertainment,Increasing,High,147852.5,PhD,19,343,3720,88.98,3.12,Brazil,23.22
Patent attorney,Entertainment,Decreasing,Low,78685.19,Bachelor’s Degree,6,2341,488,76.98,14.83,Brazil,25.84
Fashion designer,Healthcare,Decreasing,Moderate,140340.55,High School,8,3660,5655,20.35,20.07,UK,69.08
Herbalist,Entertainment,Increasing,Low,80695.11,Bachelor’s Degree,2,3734,5272,83.54,28.54,Canada,78.57
Product manager,Entertainment,Decreasing,Low,88300.07,PhD,11,3597,2738,56.76,20.4,Brazil,28.28
Administrator,Finance,Decreasing,Moderate,42763.85,PhD,14,1463,9304,23.8,74.1,Germany,73.07
"Editor, magazine features",Entertainment,Decreasing,Low,90842.01,High School,15,3598,7753,28.31,74.32,Brazil,63.46
Legal executive,Transportation,Decreasing,High,110378.0,Master’s Degree,12,9632,8048,67.87,96.0,China,23.73
Camera operator,Manufacturing,Decreasing,Moderate,105092.64,Bachelor’s Degree,10,6506,436,38.08,19.83,USA,36.36
TEFL teacher,Transportation,Increasing,High,35179.06,High School,3,6486,1566,24.68,76.65,India,41.81
Automotive engineer,Manufacturing,Decreasing,Moderate,96703.86,Bachelor’s Degree,1,6552,5426,81.62,95.4,China,61.08
Aid worker,Manufacturing,Decreasing,Moderate,97701.02,Bachelor’s Degree,18,2847,8281,57.94,92.84,UK,75.5
"Engineer, land",Manufacturing,Increasing,Low,148044.7,Bachelor’s Degree,14,9953,8246,96.11,29.58,India,59.67
Petroleum engineer,Transportation,Increasing,Low,131933.83,Associate Degree,12,456,6044,73.41,89.16,Brazil,59.74
Chief Strategy Officer,Entertainment,Decreasing,Moderate,35397.63,PhD,20,4549,9882,32.39,51.42,USA,21.32
Town planner,Education,Decreasing,High,147678.76,High School,14,4861,6512,50.26,40.84,India,61.43
Teaching laboratory technician,Manufacturing,Decreasing,Moderate,51539.29,High School,13,2512,8159,85.51,50.76,China,51.62
Estate agent,Retail,Decreasing,Moderate,44109.01,Associate Degree,17,1763,2734,90.96,37.65,Australia,62.7
Art therapist,Entertainment,Decreasing,Low,149722.89,PhD,4,2743,1090,56.42,32.2,UK,67.55
Ambulance person,Healthcare,Increasing,Low,89540.77,Master’s Degree,16,9420,5222,31.93,34.09,Australia,53.26
Insurance underwriter,Manufacturing,Increasing,High,149817.52,High School,2,1002,6313,14.37,30.88,Australia,29.86
Medical laboratory scientific officer,Entertainment,Decreasing,Moderate,71470.13,High School,18,2558,2510,73.88,30.36,Brazil,67.52
"Civil engineer, consulting",Finance,Decreasing,High,58366.48,Associate Degree,8,1647,3011,91.41,82.09,UK,40.62
"Designer, multimedia",Entertainment,Increasing,Low,143062.48,Bachelor’s Degree,16,8109,3180,11.3,98.94,Australia,21.4
IT trainer,Manufacturing,Increasing,Moderate,31821.38,PhD,7,3978,9603,41.05,73.76,China,48.36
Audiological scientist,Healthcare,Decreasing,Moderate,42772.09,Bachelor’s Degree,10,770,5193,86.39,33.28,UK,40.24
Race relations officer,Finance,Decreasing,Low,108066.29,PhD,11,9207,282,47.86,2.72,Germany,59.81
Wellsite geologist,Entertainment,Increasing,High,51872.74,PhD,13,3416,5048,61.46,71.25,Canada,27.12
Corporate treasurer,Finance,Increasing,Moderate,70676.66,Associate Degree,20,224,4486,43.29,15.87,India,46.79
Medical technical officer,Transportation,Increasing,High,70539.62,Associate Degree,8,6956,8975,39.79,45.24,India,34.24
"Education officer, environmental",Education,Increasing,Low,111364.7,High School,10,7692,3887,77.74,48.13,UK,43.43
Learning disability nurse,IT,Decreasing,Moderate,104906.8,Master’s Degree,11,438,1678,22.53,61.12,India,61.13
"Designer, blown glass/stained glass",Retail,Increasing,High,110864.41,Master’s Degree,11,5918,5042,5.99,24.71,USA,29.29
"Engineer, technical sales",Finance,Increasing,High,98211.07,High School,13,2372,3747,11.52,74.31,India,50.46
Research scientist (physical sciences),Education,Decreasing,Moderate,142984.86,Associate Degree,19,4943,6738,80.71,28.04,India,64.92
Copy,Entertainment,Decreasing,Low,79293.01,Master’s Degree,5,5204,3301,86.52,90.3,USA,25.71
Clothing/textile technologist,Entertainment,Increasing,Moderate,133145.43,Associate Degree,0,9837,7333,87.04,94.64,USA,79.32
Adult guidance worker,Healthcare,Increasing,Low,122272.42,High School,18,6844,4885,23.45,54.78,India,35.42
Sports administrator,Education,Decreasing,Low,114374.21,Master’s Degree,6,1239,9214,79.14,67.32,India,67.51
"Production assistant, television",Finance,Increasing,High,71562.53,Master’s Degree,6,6828,7635,99.55,40.75,Canada,77.56
"Nurse, mental health",Education,Increasing,Moderate,108425.03,Associate Degree,4,5471,8933,21.22,7.01,China,64.38
"Engineer, technical sales",IT,Increasing,Low,118199.98,Bachelor’s Degree,13,9318,3638,68.21,38.48,China,50.87
Structural engineer,Manufacturing,Decreasing,Moderate,34391.05,Associate Degree,5,6256,9900,37.51,46.47,USA,24.4
Academic librarian,IT,Decreasing,High,39187.62,High School,11,8564,1307,44.65,13.76,India,23.58
Printmaker,Transportation,Decreasing,Low,82701.42,Bachelor’s Degree,8,1303,7118,79.54,80.29,Australia,48.91
Financial risk analyst,Manufacturing,Decreasing,Low,58184.37,Master’s Degree,5,5909,2699,86.93,73.98,UK,23.73
Teaching laboratory technician,Entertainment,Decreasing,Moderate,117429.89,High School,2,7381,675,42.21,62.36,Brazil,68.28
Technical brewer,Manufacturing,Increasing,Moderate,130261.05,PhD,17,9419,7636,66.69,13.97,India,32.14
"Designer, industrial/product",IT,Increasing,Moderate,39446.7,Bachelor’s Degree,13,8230,2680,84.54,18.41,USA,34.67
"Producer, television/film/video",Entertainment,Decreasing,High,35667.31,PhD,7,6239,9540,77.81,79.76,USA,33.61
"Designer, fashion/clothing",Entertainment,Decreasing,High,103508.69,Master’s Degree,17,3205,1690,51.48,59.14,Canada,54.58
Civil Service administrator,Manufacturing,Increasing,Low,83331.19,Bachelor’s Degree,19,5435,4756,18.31,92.21,USA,23.28
"Restaurant manager, fast food",Healthcare,Decreasing,Low,60265.97,PhD,5,6913,2205,3.95,2.86,Germany,56.25
Data processing manager,Transportation,Increasing,High,100205.35,Bachelor’s Degree,15,2481,8121,18.28,21.96,Australia,65.03
Financial risk analyst,Manufacturing,Decreasing,Moderate,92316.22,High School,6,2467,9273,93.24,73.2,USA,49.16
Data scientist,Finance,Increasing,High,102644.17,Master’s Degree,13,8275,2581,48.12,29.67,Canada,31.07
"Conservator, museum/gallery",Manufacturing,Increasing,Low,134858.01,Associate Degree,5,6115,2453,62.17,2.39,Canada,67.45
Archivist,IT,Increasing,Low,72819.68,PhD,16,4147,6951,46.44,92.53,Brazil,54.41
Press sub,IT,Increasing,High,138856.13,Associate Degree,19,9695,4726,69.2,44.06,China,37.84
Pathologist,Education,Decreasing,Low,59630.77,Bachelor’s Degree,16,3187,3297,17.92,5.83,India,35.93
"Surveyor, rural practice",Finance,Increasing,Low,131545.4,Bachelor’s Degree,20,7907,1573,19.64,61.43,Australia,59.11
"Engineer, land",IT,Decreasing,High,135902.32,High School,18,1308,8084,34.66,20.24,India,35.83
"Psychotherapist, dance movement",Retail,Increasing,Moderate,136512.44,PhD,14,9346,9099,3.08,53.0,Germany,44.57
Chief Strategy Officer,IT,Increasing,Low,69415.1,PhD,13,6589,7355,44.27,18.64,Australia,39.36
Research scientist (maths),Finance,Decreasing,Low,71304.65,Master’s Degree,8,4847,5507,58.01,14.16,Canada,32.49
Film/video editor,Manufacturing,Decreasing,High,78784.56,Bachelor’s Degree,4,6418,4017,77.97,0.47,Germany,68.69
Dance movement psychotherapist,Healthcare,Increasing,Low,75686.92,Associate Degree,16,2931,244,39.2,13.02,Australia,69.3
"Psychologist, occupational",Retail,Decreasing,High,52062.61,High School,6,3021,1217,79.0,43.19,India,31.69
Radio broadcast assistant,Manufacturing,Decreasing,Low,140858.57,Master’s Degree,5,9856,5005,75.49,19.01,USA,20.87
Fish farm manager,Finance,Increasing,Low,112206.6,PhD,17,4733,7574,62.35,95.35,USA,56.8
Clinical molecular geneticist,Transportation,Decreasing,Low,124491.39,High School,8,1912,6970,81.85,83.83,UK,57.8
Homeopath,Retail,Increasing,Low,119833.83,Associate Degree,19,326,2532,34.7,38.31,China,21.64
Higher education careers adviser,Manufacturing,Decreasing,Low,134655.82,Associate Degree,11,6126,8156,0.41,94.28,USA,28.88
Environmental consultant,Finance,Increasing,Moderate,134130.98,High School,14,6094,5157,22.64,4.12,Canada,41.93
"Engineer, site",Healthcare,Increasing,Moderate,52669.26,High School,0,426,8032,16.0,98.99,USA,78.86
IT technical support officer,Manufacturing,Decreasing,Low,66110.81,High School,13,1588,9995,16.84,74.32,Germany,34.07
"Production assistant, television",Education,Increasing,Moderate,118792.31,Bachelor’s Degree,8,9711,466,29.51,37.46,China,55.69
Learning disability nurse,IT,Increasing,Low,87647.82,Associate Degree,13,9475,4549,46.44,0.55,Brazil,52.94
Heritage manager,Healthcare,Increasing,High,63310.95,Master’s Degree,12,8887,9208,82.11,5.23,USA,38.83
Passenger transport manager,Retail,Decreasing,Low,35983.34,High School,3,3565,8213,59.99,75.92,Canada,59.62
"Sound technician, broadcasting/film/video",IT,Increasing,Moderate,137921.28,PhD,1,3472,9884,30.52,90.53,India,23.51
"Journalist, newspaper",Manufacturing,Decreasing,High,88002.54,High School,4,2505,1497,24.24,10.96,India,79.52
Corporate investment banker,Entertainment,Decreasing,Moderate,73872.06,Associate Degree,13,3032,3185,46.25,75.59,Canada,74.22
Fish farm manager,Education,Increasing,Moderate,34461.36,Bachelor’s Degree,7,1927,1158,44.86,60.54,China,61.86
Rural practice surveyor,Retail,Increasing,Moderate,89526.18,Master’s Degree,3,5527,4900,42.12,98.95,Germany,21.88
Arboriculturist,IT,Increasing,Moderate,129001.18,Associate Degree,0,2303,9260,48.84,83.56,UK,73.71
Chartered accountant,IT,Increasing,Moderate,127228.56,Bachelor’s Degree,8,760,9135,13.73,53.63,Australia,79.04
Quarry manager,IT,Increasing,Low,139694.57,Associate Degree,3,8525,9349,9.15,77.09,UK,62.26
Clinical molecular geneticist,Entertainment,Increasing,High,35012.26,PhD,19,3880,3269,36.66,74.21,UK,57.39
Furniture designer,Healthcare,Increasing,Low,91532.09,PhD,16,6696,5775,56.4,38.03,China,44.14
Analytical chemist,Healthcare,Increasing,Low,41352.41,Associate Degree,20,6066,8463,90.45,94.07,Canada,64.52
Animal nutritionist,IT,Increasing,High,149673.99,PhD,18,9394,9432,75.97,92.26,UK,35.43
Warden/ranger,Transportation,Increasing,High,110700.62,Master’s Degree,1,3987,4472,89.9,45.9,India,44.09
Horticultural therapist,Manufacturing,Increasing,Moderate,69044.53,Bachelor’s Degree,16,9127,6233,6.49,10.47,India,68.95
Animal nutritionist,Entertainment,Increasing,High,51948.19,Master’s Degree,19,4055,7349,55.75,68.2,UK,30.59
"Engineer, civil (consulting)",Education,Increasing,Moderate,56182.75,PhD,0,8890,229,31.79,50.13,China,43.35
Community arts worker,Finance,Increasing,Low,89712.89,Associate Degree,15,4844,4036,66.21,34.59,India,63.67
Learning disability nurse,Education,Decreasing,High,103591.54,Bachelor’s Degree,3,2520,3131,81.04,40.28,China,41.76
Dance movement psychotherapist,Retail,Decreasing,Moderate,149015.47,Associate Degree,12,124,7971,20.52,69.43,Germany,20.35
Air broker,Retail,Increasing,Moderate,100495.82,PhD,4,2919,1960,7.71,58.76,India,37.4
Bonds trader,Healthcare,Increasing,High,39120.47,Associate Degree,16,5245,2502,16.39,24.01,Canada,21.57
Chief Marketing Officer,Transportation,Increasing,Moderate,87128.65,PhD,1,5637,7898,81.51,54.83,India,30.7
"Psychologist, occupational",Retail,Decreasing,High,146119.54,Bachelor’s Degree,13,2542,4773,43.23,83.95,UK,71.61
"Programmer, applications",IT,Decreasing,Moderate,114208.89,High School,0,8942,3468,64.51,38.23,Australia,79.38
Heritage manager,Entertainment,Decreasing,Low,31006.15,Associate Degree,5,6091,2083,64.5,59.63,India,21.78
Product/process development scientist,Transportation,Decreasing,High,33596.55,Bachelor’s Degree,7,8699,2458,93.44,40.07,Australia,66.26
Jewellery designer,Education,Decreasing,Low,36825.27,Associate Degree,1,7708,1601,37.11,64.55,Brazil,61.69
"Engineer, technical sales",Finance,Increasing,Moderate,127399.18,High School,4,6369,3689,72.42,6.43,USA,41.42
Social worker,Entertainment,Increasing,Moderate,135681.22,Bachelor’s Degree,14,5196,8772,61.27,57.43,China,21.4
"Psychologist, educational",Transportation,Decreasing,Low,110870.65,PhD,10,9384,5461,57.32,11.57,India,43.32
Licensed conveyancer,Finance,Increasing,Moderate,40598.35,Bachelor’s Degree,11,4832,5609,25.5,48.78,India,38.94
Trade mark attorney,Education,Increasing,High,59774.12,Bachelor’s Degree,1,3408,3627,31.98,17.74,Brazil,77.9
"Merchandiser, retail",Transportation,Increasing,Moderate,115649.25,Associate Degree,0,6145,8041,67.49,54.25,Brazil,66.02
Company secretary,Finance,Decreasing,Moderate,92559.77,Master’s Degree,10,967,3245,13.63,10.55,UK,73.81
Personal assistant,Entertainment,Increasing,Moderate,48352.78,PhD,15,3267,6891,47.04,47.74,UK,20.86
"Geneticist, molecular",Manufacturing,Decreasing,Low,42423.51,PhD,20,9110,3792,95.2,96.88,Germany,20.46
Naval architect,Finance,Increasing,High,44910.67,PhD,10,6766,6842,77.08,17.77,Canada,36.63
Television production assistant,Transportation,Increasing,High,117532.37,PhD,17,5154,7820,23.84,28.39,Germany,68.03
Translator,Entertainment,Increasing,Low,53023.26,Associate Degree,11,9339,5656,41.96,77.09,India,38.15
Secretary/administrator,Education,Increasing,Low,56085.17,High School,3,463,4082,24.67,35.74,China,58.64
Cytogeneticist,Entertainment,Increasing,Moderate,123164.57,High School,8,9129,8696,82.6,87.18,Germany,54.89
"Doctor, hospital",Healthcare,Decreasing,Moderate,131284.89,Master’s Degree,15,5965,4613,8.03,86.76,China,48.29
Race relations officer,Transportation,Increasing,High,81700.04,Associate Degree,19,3538,5899,43.2,2.51,USA,79.36
Patent attorney,Manufacturing,Decreasing,Moderate,33289.99,Bachelor’s Degree,4,5952,7330,76.18,54.63,Germany,55.52
Film/video editor,Retail,Increasing,High,123002.51,Master’s Degree,6,6364,7513,65.21,61.86,Canada,37.31
Chief Executive Officer,Transportation,Decreasing,Low,149216.44,Master’s Degree,6,5010,4598,86.08,45.5,China,21.35
Housing manager/officer,Transportation,Decreasing,Low,118585.13,Associate Degree,13,9664,5837,75.35,15.01,USA,20.3
Agricultural engineer,IT,Increasing,Moderate,98885.14,PhD,6,9604,9747,88.68,54.51,Brazil,54.58
Chartered legal executive (England and Wales),Education,Decreasing,High,63025.91,Bachelor’s Degree,2,5342,8053,30.45,36.62,China,39.04
"Teacher, secondary school",Transportation,Increasing,Moderate,139438.24,Master’s Degree,10,955,6438,7.67,38.58,Germany,21.04
"Engineer, aeronautical",IT,Increasing,Moderate,99229.38,Bachelor’s Degree,15,3866,5774,49.5,99.7,Brazil,58.89
"Administrator, charities/voluntary organisations",Entertainment,Increasing,Low,122804.88,Bachelor’s Degree,10,7686,1196,47.79,63.99,India,39.07
"Lecturer, higher education",Retail,Decreasing,High,65553.0,Master’s Degree,0,820,3043,31.63,96.76,USA,43.34
Oncologist,Retail,Increasing,Low,99450.63,Bachelor’s Degree,17,8494,9292,99.5,24.6,Brazil,34.34
Animal nutritionist,Entertainment,Decreasing,Moderate,121154.25,PhD,17,7429,8737,8.18,60.23,Australia,43.67
Chief Executive Officer,Education,Increasing,Moderate,139847.87,High School,19,5667,6684,27.13,21.09,USA,43.78
Systems analyst,Finance,Increasing,Moderate,58439.55,High School,5,1048,291,48.95,58.29,USA,68.59
Print production planner,Finance,Increasing,Moderate,119937.51,PhD,1,1101,8607,100.0,13.92,Australia,76.91
Politician's assistant,Finance,Decreasing,Low,65182.54,High School,16,5044,8571,42.12,72.77,India,72.15
Higher education lecturer,Education,Decreasing,High,143304.35,Associate Degree,19,8441,6076,48.12,5.2,USA,64.85
Energy engineer,Retail,Increasing,High,147089.64,Associate Degree,19,7487,5558,6.55,50.1,Brazil,77.67
Copy,Retail,Increasing,High,34061.41,Master’s Degree,18,7081,8053,79.24,71.49,UK,51.03
Magazine features editor,Manufacturing,Increasing,High,103276.72,High School,17,2462,200,6.84,58.38,Canada,51.25
Airline pilot,IT,Decreasing,Low,84631.95,Master’s Degree,2,8698,8206,21.55,57.53,Australia,44.44
"Radiographer, therapeutic",Retail,Increasing,Low,100729.03,Associate Degree,3,9956,1371,16.51,15.38,UK,40.63
Commercial art gallery manager,Manufacturing,Increasing,Moderate,41958.57,PhD,15,8822,2188,56.71,62.35,USA,59.99
Futures trader,Transportation,Increasing,High,80455.59,High School,11,2180,6617,25.97,79.6,Brazil,29.47
Nutritional therapist,Education,Decreasing,Moderate,99143.4,High School,4,9476,3743,55.77,82.6,UK,71.66
Tourist information centre manager,Manufacturing,Increasing,High,70269.73,Master’s Degree,0,1813,7870,80.68,37.92,Australia,39.52
Dancer,Entertainment,Increasing,Moderate,103830.59,High School,11,694,1310,57.67,56.0,UK,55.93
Engineering geologist,Transportation,Decreasing,Low,52086.89,Bachelor’s Degree,6,4826,4118,64.99,23.47,Canada,55.98
Meteorologist,Healthcare,Decreasing,Moderate,95089.26,Associate Degree,13,6916,3571,23.71,9.9,India,66.76
Air traffic controller,Manufacturing,Decreasing,High,96147.29,PhD,12,2501,4700,78.95,1.69,Australia,32.27
Adult guidance worker,Transportation,Increasing,Moderate,78285.59,Master’s Degree,10,8566,1866,73.1,75.09,Canada,40.04
Manufacturing engineer,Retail,Decreasing,Moderate,36321.84,PhD,9,4096,9100,43.36,75.67,Brazil,75.57
Accounting technician,Finance,Increasing,Low,38720.15,Bachelor’s Degree,17,4155,3207,35.51,11.44,Canada,72.4
"Engineer, water",Entertainment,Decreasing,High,138780.92,Master’s Degree,18,6715,5367,65.47,93.04,USA,44.99
Retail manager,Retail,Increasing,Low,147051.85,Master’s Degree,5,7463,8288,49.75,57.42,Brazil,75.26
Market researcher,Entertainment,Decreasing,Low,58475.67,PhD,17,8700,9017,17.25,50.41,UK,51.64
"Designer, interior/spatial",Healthcare,Decreasing,Low,91800.94,PhD,3,147,1432,1.09,47.05,USA,77.17
Podiatrist,Education,Decreasing,Low,148183.16,Associate Degree,8,5513,8375,67.31,46.05,Canada,76.93
"Psychologist, counselling",IT,Decreasing,Low,135405.99,Master’s Degree,13,4028,7959,29.1,93.7,China,56.18
Learning mentor,Entertainment,Decreasing,High,148729.14,Master’s Degree,13,5254,2041,9.5,72.29,USA,55.68
Architectural technologist,Transportation,Decreasing,Low,99247.86,High School,16,2682,4035,52.79,50.47,Brazil,72.01
"Surveyor, building control",Manufacturing,Decreasing,High,52923.33,PhD,19,7479,7734,27.99,86.14,UK,71.54
Public house manager,Manufacturing,Decreasing,Moderate,45851.69,Bachelor’s Degree,6,7602,9272,70.52,81.44,China,67.16
Chartered accountant,Manufacturing,Increasing,Moderate,123999.68,Bachelor’s Degree,17,9910,3408,35.04,25.58,China,75.24
Therapeutic radiographer,IT,Increasing,Low,147351.63,Associate Degree,8,1236,6028,87.59,76.39,China,77.84
Environmental consultant,Healthcare,Decreasing,High,107601.36,Bachelor’s Degree,7,8939,4970,0.17,60.11,UK,24.79
"Editor, film/video",Education,Decreasing,Moderate,67419.28,High School,18,255,3063,72.29,31.21,China,23.82
Air cabin crew,Healthcare,Decreasing,High,83487.34,Associate Degree,10,6953,2953,78.99,95.74,Canada,74.02
Site engineer,IT,Increasing,High,84718.92,Master’s Degree,3,8440,151,85.78,94.34,Germany,72.68
Sales promotion account executive,Manufacturing,Decreasing,Low,138136.23,Master’s Degree,4,6583,9682,84.42,9.09,India,57.84
Contractor,Transportation,Increasing,Moderate,103593.9,Master’s Degree,3,6986,9616,91.34,20.88,Canada,44.47
Mental health nurse,Finance,Decreasing,High,77742.67,PhD,20,1625,9691,35.94,51.75,China,78.09
Engineering geologist,Education,Decreasing,High,85233.87,PhD,20,678,6204,50.82,16.54,Canada,66.29
"Production designer, theatre/television/film",Retail,Decreasing,High,55719.1,Master’s Degree,11,5710,2924,36.35,79.5,Brazil,51.98
Land,Transportation,Decreasing,High,58738.9,Associate Degree,8,4860,7278,93.98,97.47,Canada,44.89
"Restaurant manager, fast food",Finance,Increasing,Moderate,103059.21,Master’s Degree,3,7125,934,15.49,43.84,Canada,23.17
Actor,Manufacturing,Increasing,Moderate,86527.16,High School,14,9922,8897,89.27,77.65,Australia,55.8
Health promotion specialist,Transportation,Decreasing,Moderate,53711.73,PhD,17,8565,9268,37.18,70.74,USA,57.96
Control and instrumentation engineer,Manufacturing,Decreasing,Low,96677.33,Bachelor’s Degree,6,8894,4302,92.7,45.71,China,48.86
Hospital pharmacist,Manufacturing,Decreasing,High,120640.23,Associate Degree,1,9235,5407,42.21,3.9,China,44.04
Materials engineer,Retail,Increasing,Low,60753.81,Master’s Degree,14,4890,8757,89.88,40.88,USA,66.77
Quantity surveyor,Healthcare,Increasing,Low,143696.62,Associate Degree,16,3730,5287,23.6,96.86,Germany,20.66
"Engineer, energy",Manufacturing,Decreasing,Moderate,65689.81,Master’s Degree,17,406,4656,69.67,9.64,Brazil,76.69
"Administrator, charities/voluntary organisations",Retail,Increasing,Moderate,140090.96,Master’s Degree,15,2989,6965,77.29,97.27,China,59.05
Medical illustrator,IT,Decreasing,Moderate,72594.05,Bachelor’s Degree,16,5551,4970,22.39,29.87,USA,53.28
"Psychologist, forensic",Manufacturing,Increasing,Low,105260.88,Master’s Degree,1,9025,9267,87.7,94.05,China,65.53
Chiropodist,Healthcare,Decreasing,High,109076.44,Associate Degree,5,8436,2565,87.73,67.15,Germany,47.24
Orthoptist,Transportation,Increasing,Low,34750.5,Master’s Degree,13,810,1097,68.18,74.26,Germany,40.26
Medical physicist,Entertainment,Increasing,Low,120896.93,Associate Degree,0,8291,333,93.9,59.71,Canada,79.13
Sports development officer,Manufacturing,Decreasing,High,123891.48,Bachelor’s Degree,19,6667,9350,70.13,33.94,USA,49.31
"Scientist, forensic",Retail,Increasing,Moderate,83418.63,Associate Degree,0,4964,4798,61.36,87.46,Brazil,23.94
"Scientist, audiological",Finance,Decreasing,Low,119819.82,High School,16,9014,7130,52.93,11.34,UK,50.62
Recruitment consultant,Education,Increasing,Moderate,55504.02,Master’s Degree,18,2030,8072,3.74,99.79,China,35.67
Advertising copywriter,Finance,Decreasing,Low,61326.85,High School,6,2157,9334,68.46,67.62,Australia,74.2
Phytotherapist,Finance,Increasing,Low,142009.22,PhD,9,6008,2663,75.75,13.13,Australia,42.33
Primary school teacher,Retail,Decreasing,Low,135288.85,PhD,12,4338,1621,77.32,50.16,Germany,64.18
Operational researcher,Healthcare,Increasing,High,64350.83,Master’s Degree,13,7626,8012,32.65,3.72,USA,79.84
Therapeutic radiographer,Finance,Increasing,Moderate,146740.27,Bachelor’s Degree,18,9522,1287,23.66,67.69,Germany,49.72
Field seismologist,Finance,Decreasing,Moderate,99102.56,High School,18,4630,6766,97.02,13.25,UK,45.79
Mudlogger,Retail,Decreasing,Low,83030.63,Associate Degree,14,5747,9932,14.94,66.75,UK,35.25
Futures trader,IT,Decreasing,High,60723.97,High School,18,6044,5684,56.7,31.89,UK,55.86
"Engineer, mining",Finance,Increasing,High,94345.91,PhD,3,2977,5229,96.21,74.07,Canada,70.54
Medical laboratory scientific officer,Healthcare,Decreasing,Moderate,68738.83,High School,14,4347,1571,68.61,59.14,Brazil,56.31
"Scientist, marine",Entertainment,Decreasing,High,88257.55,PhD,8,983,8253,15.33,57.07,India,61.01
Site engineer,Manufacturing,Decreasing,Moderate,31438.44,Associate Degree,20,5172,9888,57.96,5.64,UK,31.44
Speech and language therapist,Manufacturing,Increasing,Low,65041.06,Master’s Degree,12,3345,6051,44.82,79.61,USA,33.13
Lawyer,Finance,Decreasing,Low,102743.59,Associate Degree,8,6498,6657,97.44,32.1,India,33.9
Clinical psychologist,Transportation,Increasing,Low,103828.42,High School,14,627,8017,13.3,36.79,India,50.68
Tax inspector,Manufacturing,Decreasing,High,51679.59,Associate Degree,20,4001,6997,99.2,6.33,India,57.13
Biomedical engineer,Transportation,Decreasing,High,68242.36,Associate Degree,20,2706,6322,55.49,21.1,India,50.84
Pathologist,Education,Increasing,Moderate,80710.73,High School,12,136,6749,45.92,15.22,Brazil,26.44
Nutritional therapist,Entertainment,Increasing,Low,49841.04,Bachelor’s Degree,12,2365,3322,61.82,73.8,Australia,62.74
"Scientist, product/process development",Healthcare,Decreasing,Low,51279.04,Associate Degree,15,8383,2533,72.75,25.82,UK,46.97
"Designer, ceramics/pottery",Manufacturing,Decreasing,High,130201.61,Bachelor’s Degree,18,9577,7518,52.09,36.56,UK,56.46
Counsellor,Transportation,Increasing,Moderate,77208.93,Bachelor’s Degree,14,4491,7427,56.59,63.28,USA,31.28
Herbalist,Entertainment,Increasing,Moderate,147972.57,High School,20,5797,6362,81.73,47.01,Brazil,52.46
Environmental manager,Transportation,Decreasing,Low,132686.9,High School,2,9720,6570,50.33,39.54,UK,79.71
Hydrologist,Healthcare,Increasing,High,101321.32,Master’s Degree,4,6941,3015,67.8,82.64,India,51.9
Electronics engineer,Education,Decreasing,High,118788.46,Associate Degree,0,5181,748,20.33,95.87,UK,57.1
Event organiser,Manufacturing,Increasing,Moderate,95882.56,PhD,2,1083,967,72.11,48.07,Australia,56.51
Systems developer,Entertainment,Increasing,Low,36045.08,PhD,0,2442,201,9.87,9.15,China,20.87
Passenger transport manager,IT,Increasing,High,126833.98,Bachelor’s Degree,11,826,621,68.3,28.41,USA,27.15
"Journalist, magazine",Education,Increasing,Low,148918.13,High School,19,5137,988,76.38,93.86,USA,38.8
Ambulance person,Entertainment,Decreasing,High,96715.36,Associate Degree,4,2137,2082,69.04,38.3,China,70.86
Chartered public finance accountant,Manufacturing,Decreasing,Moderate,89150.35,Master’s Degree,2,4562,6472,63.0,88.64,Brazil,67.23
Hotel manager,Healthcare,Increasing,High,106956.75,Associate Degree,4,6293,4060,26.71,44.45,USA,20.31
Surgeon,Entertainment,Increasing,Moderate,55758.59,High School,2,6127,5568,92.47,20.95,USA,79.08
"Designer, interior/spatial",Education,Increasing,Low,31323.18,PhD,11,6177,5916,84.9,32.06,Canada,41.75
Armed forces training and education officer,Finance,Decreasing,High,105474.91,Bachelor’s Degree,2,9853,6375,36.28,23.28,China,43.77
Phytotherapist,Education,Increasing,High,101574.56,Bachelor’s Degree,4,5873,4490,85.8,43.46,UK,77.63
Hospital doctor,IT,Increasing,High,148138.24,PhD,10,8970,5155,61.7,13.59,Canada,26.06
"Engineer, petroleum",Education,Increasing,Moderate,94089.59,PhD,9,7280,9897,29.72,84.61,China,60.02
Hospital doctor,Healthcare,Increasing,Low,100098.28,High School,3,7808,5723,62.97,54.38,Brazil,23.41
Geographical information systems officer,Entertainment,Increasing,High,139383.85,Bachelor’s Degree,15,9433,4910,13.85,58.44,Canada,77.77
"Geologist, engineering",Healthcare,Decreasing,High,80029.13,High School,11,2076,2044,18.65,6.81,USA,62.83
Editorial assistant,Education,Increasing,High,133030.6,Associate Degree,4,761,5918,5.16,81.56,Brazil,48.1
Health and safety inspector,IT,Decreasing,Moderate,142212.0,Bachelor’s Degree,16,2271,777,44.77,27.42,Canada,32.55
Insurance claims handler,Education,Decreasing,Low,66604.77,High School,19,8210,4052,47.31,94.05,China,27.76
"Production assistant, television",Manufacturing,Increasing,Low,103151.38,Associate Degree,7,431,1096,2.69,71.51,Canada,21.24
Occupational hygienist,Retail,Decreasing,Low,127306.03,High School,7,1562,3895,85.03,57.37,Germany,26.42
"Scientist, clinical (histocompatibility and immunogenetics)",Transportation,Decreasing,Moderate,119734.73,PhD,15,5202,6577,32.41,98.68,India,21.98
"Engineer, civil (consulting)",Retail,Decreasing,High,63003.24,Master’s Degree,17,497,8173,83.24,90.94,Brazil,36.28
"Psychologist, counselling",IT,Increasing,High,63553.98,Associate Degree,11,2719,4125,39.22,74.01,Germany,32.17
Fashion designer,Transportation,Increasing,Low,47619.63,Master’s Degree,0,4174,1101,95.98,3.92,USA,36.68
Land/geomatics surveyor,Transportation,Increasing,Low,134265.62,Associate Degree,2,6885,2702,88.16,64.76,Australia,67.65
Environmental education officer,Retail,Increasing,Moderate,81326.59,High School,0,2301,4188,24.23,33.59,Brazil,63.89
Retail merchandiser,Finance,Increasing,Moderate,146233.51,Bachelor’s Degree,20,6837,5545,26.12,70.54,China,24.73
Armed forces operational officer,Retail,Decreasing,Low,102513.5,Bachelor’s Degree,11,804,2055,11.78,10.82,Australia,49.35
"Teacher, music",Entertainment,Decreasing,Moderate,43532.77,Bachelor’s Degree,0,965,3032,4.24,0.36,USA,65.11
Air cabin crew,Transportation,Increasing,Low,108676.08,Associate Degree,19,8223,5238,93.91,97.86,USA,50.74
"Presenter, broadcasting",Healthcare,Increasing,Low,97871.89,PhD,10,3837,8894,21.45,19.21,China,31.64
"Lecturer, higher education",Healthcare,Increasing,Moderate,118960.35,PhD,3,7651,9130,2.31,63.99,Brazil,44.79
"Psychotherapist, child",IT,Increasing,Moderate,87728.88,Associate Degree,15,1467,9258,4.86,68.34,Canada,72.4
Management consultant,Transportation,Increasing,High,47580.66,Associate Degree,8,8400,3221,11.64,90.64,USA,36.94
"Buyer, retail",Retail,Decreasing,Low,123033.21,High School,11,6774,2253,11.24,68.32,USA,42.65
Industrial buyer,Entertainment,Increasing,Moderate,60224.46,PhD,7,7694,7140,29.68,70.73,India,43.17
Intelligence analyst,Finance,Decreasing,High,116457.48,Bachelor’s Degree,11,1558,6531,4.32,72.06,USA,57.49
Petroleum engineer,Entertainment,Increasing,High,68859.94,Bachelor’s Degree,14,5719,3918,71.34,7.9,Canada,50.21
"Engineer, drilling",Retail,Decreasing,Low,46502.34,Associate Degree,2,5321,972,25.18,77.85,Canada,39.02
Further education lecturer,Education,Decreasing,Moderate,105634.67,Master’s Degree,20,6739,1087,88.49,59.2,India,45.78
Technical author,Healthcare,Increasing,Moderate,47019.57,Associate Degree,6,4260,524,89.45,51.69,China,25.93
Health service manager,Retail,Increasing,High,95244.44,PhD,11,9337,2079,79.98,50.12,Canada,64.95
"Doctor, general practice",Healthcare,Increasing,Low,48666.02,Master’s Degree,20,7695,6370,36.84,51.38,USA,72.58
"Scientist, clinical (histocompatibility and immunogenetics)",Transportation,Increasing,Moderate,121878.89,Associate Degree,13,602,4071,96.87,64.05,Brazil,58.18
Structural engineer,Healthcare,Decreasing,High,92015.11,High School,6,6252,985,67.34,57.12,USA,72.84
Garment/textile technologist,Retail,Decreasing,Low,136182.55,PhD,5,4520,2219,30.77,22.72,UK,77.94
Retail merchandiser,Transportation,Increasing,Moderate,85805.87,Bachelor’s Degree,6,1373,1509,9.7,96.07,Canada,34.89
Ambulance person,Transportation,Increasing,Low,131600.12,PhD,3,8701,8416,49.74,64.8,Germany,63.53
Health visitor,Manufacturing,Decreasing,High,57352.39,PhD,6,8339,3465,12.94,44.28,Brazil,62.75
Special effects artist,Finance,Decreasing,High,89002.5,High School,9,3079,5076,24.13,61.83,UK,36.09
Architect,IT,Decreasing,Moderate,38243.05,Bachelor’s Degree,13,2946,7814,17.5,7.26,Germany,21.97
Emergency planning/management officer,Entertainment,Decreasing,High,109821.59,Bachelor’s Degree,10,3474,9273,9.95,43.31,Germany,73.59
Chief Operating Officer,Finance,Increasing,Moderate,129500.16,Associate Degree,3,7142,5899,12.8,57.79,Brazil,52.23
Chief Marketing Officer,Finance,Decreasing,Moderate,86571.18,Bachelor’s Degree,9,6263,4707,38.27,73.78,Brazil,20.98
Contractor,Retail,Decreasing,High,96558.35,High School,2,9856,9947,26.56,49.01,UK,20.11
"Investment banker, corporate",Transportation,Decreasing,Low,60741.71,Bachelor’s Degree,20,1239,2867,17.66,89.5,Brazil,42.64
Glass blower/designer,Healthcare,Increasing,Low,70116.22,Associate Degree,4,7799,1919,80.7,36.72,Germany,68.33
"Engineer, maintenance",Retail,Increasing,High,140337.58,Master’s Degree,0,3834,1780,91.42,49.0,Canada,60.43
Special effects artist,Manufacturing,Decreasing,Low,129679.21,Master’s Degree,2,4146,8000,5.73,83.8,Australia,35.88
"Scientist, audiological",Finance,Increasing,Low,69513.21,PhD,7,9525,7852,75.27,15.62,Canada,69.88
Geoscientist,Manufacturing,Decreasing,Moderate,87114.51,PhD,12,2030,5793,42.01,51.5,UK,36.38
Equities trader,IT,Decreasing,High,64765.18,High School,8,637,1499,36.26,65.14,UK,72.56
Ship broker,Manufacturing,Increasing,Low,35450.06,Master’s Degree,20,9303,6406,38.71,44.97,UK,65.54
Firefighter,Retail,Increasing,High,86970.04,Master’s Degree,8,7125,2554,37.81,99.2,Canada,45.67
Veterinary surgeon,Manufacturing,Decreasing,Moderate,85152.81,Master’s Degree,10,6830,5037,18.45,15.75,China,35.52
Barrister,Manufacturing,Decreasing,Low,85370.06,Associate Degree,3,4059,511,4.16,93.3,UK,37.23
"Administrator, arts",Healthcare,Increasing,Moderate,43096.24,Associate Degree,20,5637,7695,57.85,67.31,Brazil,53.25
IT trainer,Healthcare,Decreasing,Moderate,83818.79,Associate Degree,4,4503,3384,62.37,6.39,Brazil,31.76
"Accountant, chartered public finance",Healthcare,Decreasing,High,111341.33,Master’s Degree,11,7687,6137,13.13,29.12,Canada,75.63
Analytical chemist,Transportation,Decreasing,Moderate,82529.08,Associate Degree,18,758,9989,76.77,17.66,Australia,64.04
Government social research officer,IT,Decreasing,Moderate,139063.84,PhD,8,5547,3253,97.64,66.61,Brazil,42.81
Learning disability nurse,IT,Decreasing,Moderate,89058.19,High School,2,2968,5902,53.49,0.22,Australia,28.01
TEFL teacher,Healthcare,Increasing,High,147668.84,Associate Degree,20,3213,5447,59.62,17.79,Australia,47.94
Advice worker,IT,Decreasing,Moderate,135546.7,Associate Degree,16,2010,1361,74.91,79.95,India,35.52
Senior tax professional/tax inspector,Transportation,Increasing,Low,92411.97,Master’s Degree,3,1247,3192,18.92,64.96,Australia,54.58
Nature conservation officer,Retail,Decreasing,High,113557.74,Bachelor’s Degree,8,1873,4385,13.63,6.18,China,28.36
Electronics engineer,IT,Increasing,High,65939.58,Master’s Degree,17,8950,1386,53.13,34.2,India,74.97
Field seismologist,Transportation,Increasing,Moderate,71972.44,PhD,4,1701,2406,22.75,97.64,USA,37.72
Housing manager/officer,Manufacturing,Increasing,High,43165.65,Bachelor’s Degree,12,1813,6224,27.52,33.03,Australia,20.98
Computer games developer,Transportation,Decreasing,Moderate,57792.1,Bachelor’s Degree,6,9223,1151,89.19,20.43,Australia,24.65
Banker,Retail,Increasing,Moderate,49085.07,Associate Degree,20,2200,7373,85.27,0.05,Germany,44.19
Microbiologist,Finance,Increasing,Moderate,92465.25,Bachelor’s Degree,16,8162,6153,87.14,56.99,Brazil,33.7
Psychiatric nurse,Healthcare,Increasing,Low,67636.07,PhD,19,4413,7984,34.52,75.36,UK,42.63
"Optician, dispensing",Education,Increasing,Low,98489.8,PhD,12,1924,7782,26.2,98.62,Australia,59.53
Medical sales representative,Retail,Increasing,High,137832.25,Master’s Degree,3,8214,8945,47.11,84.45,Germany,72.08
Air broker,Education,Increasing,Low,100390.05,High School,12,1617,5686,23.71,13.67,Australia,79.17
Advertising account planner,Retail,Decreasing,Low,60771.64,Bachelor’s Degree,11,6985,8035,77.79,86.45,India,38.77
"Merchandiser, retail",Retail,Decreasing,High,124623.51,Bachelor’s Degree,17,4578,1578,45.96,8.99,Brazil,50.54
Sales promotion account executive,Retail,Increasing,High,121482.28,PhD,5,6814,2667,82.61,31.5,Germany,30.49
Graphic designer,Finance,Decreasing,Moderate,45560.54,Master’s Degree,4,1197,453,36.58,18.71,USA,48.37
Pharmacologist,Retail,Decreasing,High,107438.38,Bachelor’s Degree,1,543,573,77.94,35.43,China,52.89
Hotel manager,Retail,Decreasing,Moderate,39300.72,Associate Degree,12,1899,3535,22.24,17.77,Brazil,40.58
Chief Financial Officer,IT,Decreasing,Moderate,81826.25,High School,13,9817,1916,45.14,49.33,Canada,44.36
IT trainer,Healthcare,Decreasing,Low,93419.6,Master’s Degree,17,314,6586,75.98,24.52,Canada,45.68
Lexicographer,Healthcare,Decreasing,Moderate,123461.73,Bachelor’s Degree,6,4599,4478,28.5,8.93,UK,47.99
Jewellery designer,Finance,Decreasing,Moderate,48913.84,High School,9,5266,8547,34.5,83.41,Germany,54.24
Chartered public finance accountant,IT,Increasing,Moderate,34379.12,Master’s Degree,10,2030,9247,71.49,95.76,Germany,71.15
Financial trader,Entertainment,Decreasing,High,40047.58,Master’s Degree,7,2140,2123,47.78,83.15,India,58.39
Bookseller,Manufacturing,Decreasing,High,140822.86,High School,13,1181,969,57.14,82.18,India,32.92
Broadcast presenter,Retail,Increasing,Low,135545.67,PhD,7,2189,9704,0.96,17.71,China,31.29
"Nurse, learning disability",Retail,Decreasing,Low,83604.79,Associate Degree,20,680,7595,13.26,24.57,USA,64.92
Race relations officer,Finance,Increasing,High,112809.23,Bachelor’s Degree,8,6066,9105,43.45,70.46,Canada,24.93
Cytogeneticist,Retail,Increasing,Moderate,149739.04,Associate Degree,11,6471,7724,47.74,2.24,Germany,72.02
Mudlogger,Education,Decreasing,High,144791.22,Bachelor’s Degree,18,1208,8914,23.34,68.51,USA,77.04
Contractor,Retail,Decreasing,Moderate,99903.16,Associate Degree,6,271,9435,1.47,61.13,USA,62.8
"Administrator, arts",Finance,Decreasing,Moderate,92011.46,High School,14,6521,3351,34.25,47.27,USA,25.07
Holiday representative,Manufacturing,Increasing,Moderate,141455.11,High School,4,8994,5234,77.41,63.68,Brazil,57.02
"Loss adjuster, chartered",Healthcare,Decreasing,Moderate,54463.16,Master’s Degree,20,9451,9929,88.11,88.1,India,33.87
Textile designer,Manufacturing,Increasing,High,111975.85,Master’s Degree,9,3876,1833,96.6,35.96,USA,27.66
Herbalist,Manufacturing,Decreasing,Low,73467.83,High School,0,6460,7811,97.87,82.0,China,29.11
Acupuncturist,IT,Decreasing,Low,111924.29,Master’s Degree,0,6726,4321,26.19,49.08,India,30.6
Careers information officer,Manufacturing,Increasing,High,130267.61,Bachelor’s Degree,9,8115,6951,21.41,57.06,UK,29.22
Horticultural therapist,Healthcare,Increasing,Moderate,138849.6,Bachelor’s Degree,4,2950,106,17.48,71.45,China,33.91
"Engineer, communications",Entertainment,Increasing,Moderate,112456.29,PhD,5,5825,1393,57.47,11.45,UK,34.65
Exercise physiologist,Retail,Increasing,Low,62765.85,High School,1,5073,2586,91.22,61.78,USA,40.28
"Secretary, company",IT,Increasing,High,129241.82,Master’s Degree,5,2281,1788,78.98,48.66,UK,73.81
Senior tax professional/tax inspector,Manufacturing,Decreasing,Moderate,102964.18,PhD,13,1305,9073,81.83,36.3,UK,38.15
"Designer, industrial/product",Entertainment,Increasing,Low,144048.74,Master’s Degree,12,6284,7687,98.45,63.93,UK,77.35
"Surveyor, mining",Entertainment,Increasing,Low,94607.66,PhD,16,2685,4467,28.05,53.5,UK,21.71
IT consultant,Healthcare,Decreasing,Moderate,32469.17,High School,7,5870,9471,4.15,13.34,Germany,58.37
Land,Finance,Increasing,Moderate,122449.29,High School,19,1953,5602,59.23,54.54,India,20.6
Communications engineer,Manufacturing,Decreasing,Moderate,75371.27,PhD,13,9121,5159,24.17,73.24,USA,32.52
Clinical molecular geneticist,Finance,Decreasing,High,33816.75,Master’s Degree,1,4808,3000,63.93,46.11,China,72.12
Public relations officer,Entertainment,Increasing,High,63205.61,Bachelor’s Degree,10,8688,3556,79.68,13.85,China,41.69
Heritage manager,Entertainment,Decreasing,High,121961.17,PhD,7,1658,2405,19.56,37.43,Germany,20.34
"Engineer, civil (contracting)",Healthcare,Decreasing,High,102235.82,Bachelor’s Degree,1,9134,1227,50.43,59.2,Germany,32.81
Energy manager,Retail,Increasing,Moderate,137866.12,Bachelor’s Degree,14,8193,6531,56.44,74.35,USA,36.63
Building surveyor,Finance,Increasing,High,128721.64,Master’s Degree,10,8577,2021,39.81,17.91,USA,33.45
Animal technologist,Retail,Increasing,Low,141224.6,High School,4,8327,8197,35.93,37.28,Australia,66.48
"Editor, film/video",Healthcare,Decreasing,Moderate,33599.73,Master’s Degree,4,1264,4000,40.08,30.71,Brazil,55.45
Catering manager,Entertainment,Increasing,Low,134345.46,PhD,11,9720,9858,72.66,13.66,Australia,74.57
Bookseller,Transportation,Decreasing,Moderate,112850.31,High School,1,3236,361,43.89,49.1,Canada,62.66
Production manager,Manufacturing,Decreasing,Moderate,87269.61,Associate Degree,8,244,6232,57.68,62.01,Canada,74.6
"Psychologist, counselling",Education,Decreasing,Low,44159.55,PhD,5,2640,3920,96.87,68.91,USA,30.65
Fast food restaurant manager,Healthcare,Decreasing,High,51170.69,Master’s Degree,17,8176,5897,58.57,90.89,UK,20.9
Curator,Finance,Decreasing,Low,125823.04,Bachelor’s Degree,12,8269,5450,93.41,4.62,China,65.01
Games developer,Manufacturing,Increasing,Moderate,111156.32,Master’s Degree,1,8928,1120,9.48,48.77,Canada,46.96
Web designer,Entertainment,Increasing,Low,45647.34,Master’s Degree,15,3051,9751,99.5,38.24,Brazil,56.48
"Designer, furniture",Retail,Increasing,High,110784.26,Master’s Degree,12,5402,8890,46.17,74.09,Germany,54.39
"Engineer, mining",Entertainment,Increasing,High,136294.3,Bachelor’s Degree,10,6468,4869,50.53,85.11,India,79.3
Colour technologist,Healthcare,Decreasing,High,52596.65,Bachelor’s Degree,6,8029,6061,12.74,78.95,China,49.64
Arts development officer,Retail,Decreasing,Low,63917.92,Bachelor’s Degree,1,7876,3416,56.76,25.7,Germany,69.31
"Psychologist, counselling",Manufacturing,Decreasing,High,124844.52,Associate Degree,8,3922,5118,32.39,9.53,Germany,28.52
"Teacher, secondary school",Education,Increasing,High,144788.0,PhD,12,5178,5951,17.12,10.75,UK,40.11
"Surveyor, mining",Manufacturing,Decreasing,Moderate,57014.68,PhD,13,2274,486,73.87,80.43,Canada,48.99
"Clinical scientist, histocompatibility and immunogenetics",IT,Decreasing,Low,129944.73,High School,16,8883,5353,13.52,25.73,Brazil,22.36
Speech and language therapist,Finance,Increasing,Low,146344.5,Bachelor’s Degree,5,291,7326,42.32,46.03,Canada,60.13
Product/process development scientist,Manufacturing,Decreasing,Low,86857.97,Bachelor’s Degree,20,8538,8361,7.19,44.42,Canada,54.89
Industrial buyer,IT,Increasing,Low,116941.89,High School,7,9061,2040,25.06,56.76,UK,36.57
Private music teacher,Manufacturing,Decreasing,High,114479.88,Master’s Degree,5,3465,8149,85.9,36.07,Germany,47.15
Illustrator,Education,Decreasing,Low,135469.55,Bachelor’s Degree,3,3046,5948,80.13,16.68,China,30.81
"Programmer, systems",Healthcare,Increasing,Low,93047.18,Associate Degree,3,853,4715,75.88,87.28,USA,27.88
"Clinical scientist, histocompatibility and immunogenetics",Transportation,Increasing,High,109643.27,Associate Degree,11,6432,7069,1.39,34.61,India,35.44
"Teacher, special educational needs",Manufacturing,Increasing,Moderate,98933.58,Master’s Degree,13,7609,3923,94.04,24.16,Germany,47.9
Museum education officer,Retail,Decreasing,Moderate,130915.17,High School,20,4958,7355,2.58,43.79,Canada,55.81
Photographer,IT,Decreasing,Low,98133.47,Master’s Degree,3,6821,7913,10.66,6.85,Brazil,46.98
Insurance claims handler,Transportation,Decreasing,Low,146119.01,High School,12,1054,3002,6.62,47.32,USA,31.19
Financial risk analyst,Transportation,Increasing,Moderate,56706.91,Bachelor’s Degree,7,1832,6670,32.74,93.27,Canada,69.24
Field trials officer,Entertainment,Increasing,Low,134748.31,High School,5,5032,4898,47.17,48.91,USA,34.54
"Pharmacist, hospital",Healthcare,Increasing,Moderate,85702.04,High School,20,9368,159,36.81,80.33,Canada,37.61
Energy manager,Retail,Increasing,High,105043.24,Master’s Degree,2,1832,9918,51.47,72.15,Australia,43.66
Press photographer,Entertainment,Decreasing,Moderate,123435.13,Bachelor’s Degree,19,853,5114,80.84,33.01,India,22.09
"Engineer, mining",Finance,Increasing,Moderate,108923.62,High School,19,6416,574,68.01,60.54,Australia,43.71
Insurance underwriter,IT,Increasing,Low,118148.38,PhD,18,7236,943,20.22,35.13,Australia,61.23
Horticultural therapist,Education,Increasing,Low,59353.34,High School,3,1758,9808,88.2,99.41,UK,47.88
Fitness centre manager,Retail,Increasing,Low,141371.62,PhD,15,279,1260,83.44,36.69,Germany,43.52
IT trainer,Retail,Decreasing,High,119636.68,Master’s Degree,11,6987,6818,39.33,61.59,UK,49.1
Operations geologist,Finance,Decreasing,High,136717.95,PhD,18,7493,1193,30.83,7.81,Brazil,33.4
Printmaker,IT,Decreasing,Moderate,97928.03,PhD,4,6713,8266,0.31,84.75,China,57.59
Telecommunications researcher,IT,Increasing,Moderate,131659.06,Bachelor’s Degree,15,4000,817,63.98,31.07,China,40.1
"Editor, commissioning",IT,Decreasing,High,37843.91,PhD,11,6828,7919,37.8,42.56,China,56.18
"Programme researcher, broadcasting/film/video",Education,Decreasing,High,53550.58,Master’s Degree,7,8645,7169,31.44,23.98,UK,78.79
Investment analyst,IT,Increasing,Low,49769.25,Associate Degree,1,1441,1643,16.07,53.34,UK,76.08
"Merchandiser, retail",Manufacturing,Increasing,Moderate,135526.12,Master’s Degree,0,7620,249,36.99,18.96,Australia,50.38
"Engineer, civil (consulting)",IT,Decreasing,High,126507.04,High School,18,6519,700,21.78,25.6,China,43.84
"Administrator, arts",Healthcare,Increasing,High,119858.4,Associate Degree,19,394,5640,15.2,96.63,Germany,70.36
Community development worker,Transportation,Increasing,High,49465.71,High School,17,5118,1545,1.01,44.74,USA,35.22
Hydrogeologist,IT,Increasing,High,86069.21,Master’s Degree,11,5584,3812,74.39,99.8,USA,50.99
Magazine journalist,Finance,Decreasing,Low,35603.37,Bachelor’s Degree,0,2760,5260,25.35,56.8,Australia,67.93
Leisure centre manager,Healthcare,Decreasing,Low,33494.92,Bachelor’s Degree,19,6750,8947,75.9,65.36,Australia,77.1
"Engineer, mining",Entertainment,Increasing,High,105375.55,Master’s Degree,11,9436,778,95.59,75.33,Brazil,51.51
"Doctor, hospital",Education,Decreasing,Moderate,69425.7,Bachelor’s Degree,2,4070,5856,50.9,68.63,India,20.66
English as a second language teacher,Entertainment,Increasing,Low,97310.77,PhD,15,2333,9496,4.54,21.48,USA,22.91
Best boy,Transportation,Decreasing,Low,125609.42,PhD,15,2456,2888,34.6,79.84,UK,64.07
Estate manager/land agent,Manufacturing,Increasing,High,39384.82,Associate Degree,2,9387,8736,3.59,23.74,Brazil,62.82
"Scientist, biomedical",IT,Decreasing,Low,45758.57,Associate Degree,11,3796,2535,36.5,32.88,China,30.61
Counselling psychologist,Manufacturing,Increasing,Low,114513.57,PhD,11,7010,2647,87.52,27.97,USA,62.47
"Engineer, control and instrumentation",IT,Decreasing,High,86213.99,Associate Degree,4,4576,5731,95.85,18.38,Canada,73.28
Research scientist (medical),Transportation,Decreasing,Moderate,101722.39,PhD,10,3399,112,82.46,33.53,Germany,46.33
Rural practice surveyor,Transportation,Increasing,Moderate,33670.03,Bachelor’s Degree,15,547,185,93.04,73.92,Australia,49.12
Higher education careers adviser,Retail,Decreasing,High,130250.77,Bachelor’s Degree,13,2585,987,62.74,18.28,Germany,36.36
Graphic designer,Healthcare,Increasing,High,77706.28,High School,12,4884,3694,23.02,58.19,Brazil,57.25
Recycling officer,Retail,Increasing,Moderate,118369.85,Master’s Degree,14,8393,4233,45.59,78.91,Brazil,30.51
Animator,IT,Increasing,High,55707.71,Associate Degree,12,8376,2800,48.42,88.71,USA,27.89
Media planner,Manufacturing,Decreasing,High,125441.18,Bachelor’s Degree,0,5512,1317,84.09,68.69,Brazil,31.95
"Loss adjuster, chartered",Transportation,Decreasing,High,91580.87,Bachelor’s Degree,10,5918,6584,5.95,70.75,Canada,27.11
IT consultant,Education,Increasing,Low,90226.46,PhD,1,360,2486,79.98,14.34,Germany,57.33
Site engineer,Manufacturing,Increasing,Low,46488.42,Bachelor’s Degree,4,4637,4873,47.22,35.19,Australia,69.22
Glass blower/designer,Manufacturing,Increasing,Low,96164.13,High School,11,7014,1240,73.94,89.26,Brazil,40.01
Pensions consultant,Finance,Increasing,High,135894.6,PhD,17,176,3297,23.32,28.89,Canada,23.66
Financial risk analyst,IT,Increasing,Low,140522.19,Master’s Degree,11,8940,5219,19.08,52.89,Canada,66.69
"Scientist, research (maths)",Manufacturing,Decreasing,High,55444.16,Master’s Degree,17,759,8967,81.91,39.65,China,56.76
"Editor, commissioning",Finance,Increasing,High,135239.51,Bachelor’s Degree,7,2708,5675,63.72,98.21,Germany,74.23
Chief Executive Officer,Entertainment,Decreasing,Moderate,90682.16,High School,18,8409,2421,34.19,33.54,India,74.39
Learning mentor,Healthcare,Decreasing,High,32243.75,Associate Degree,8,9638,500,90.65,69.53,Germany,46.33
Politician's assistant,Entertainment,Decreasing,Low,121839.78,PhD,16,6551,3006,84.51,58.73,Canada,63.93
Risk manager,Manufacturing,Increasing,Low,149255.44,Bachelor’s Degree,0,1220,7792,12.37,25.16,Brazil,29.64
Corporate treasurer,Entertainment,Decreasing,Moderate,32112.95,Master’s Degree,5,6073,5393,37.49,37.89,India,38.57
Housing manager/officer,Education,Decreasing,Moderate,97658.41,Master’s Degree,13,8979,1824,79.93,17.14,Brazil,45.47
TEFL teacher,Manufacturing,Decreasing,High,34019.09,Master’s Degree,20,8145,1465,43.37,68.88,Brazil,57.81
"Designer, industrial/product",Finance,Increasing,High,47517.48,Master’s Degree,14,5326,7504,16.51,65.49,USA,67.68
Town planner,Entertainment,Increasing,High,55338.45,Bachelor’s Degree,12,2871,1307,4.95,81.96,UK,36.68
"Engineer, manufacturing systems",Manufacturing,Increasing,Low,37432.48,High School,8,9059,5962,4.64,51.47,USA,25.86
Volunteer coordinator,Entertainment,Decreasing,Low,77264.54,Associate Degree,19,4805,9312,22.96,9.08,Canada,78.04
Landscape architect,Education,Decreasing,Low,98221.99,High School,7,5805,4652,38.93,30.78,Brazil,23.18
Optometrist,IT,Decreasing,High,39493.36,Bachelor’s Degree,17,6924,6226,59.55,58.01,Germany,46.1
Insurance broker,Healthcare,Decreasing,Low,54516.81,Associate Degree,17,7348,7314,6.94,78.01,Canada,59.67
"Engineer, maintenance (IT)",Retail,Increasing,Moderate,68610.88,Associate Degree,7,2928,3589,52.99,75.39,Germany,31.05
Curator,Healthcare,Decreasing,High,129728.27,PhD,15,1244,814,61.46,83.8,Canada,44.14
Air cabin crew,IT,Increasing,Low,146955.02,Bachelor’s Degree,10,9247,8209,52.49,70.09,Australia,30.79
Software engineer,Manufacturing,Decreasing,Low,147905.76,PhD,4,3240,821,80.71,86.09,China,74.03
"Horticulturist, commercial",Manufacturing,Decreasing,High,114733.04,PhD,0,2372,9769,4.67,98.53,UK,45.89
Secondary school teacher,Education,Increasing,Low,71783.4,Master’s Degree,7,1661,8653,7.32,70.66,India,34.55
Tourism officer,Education,Increasing,High,98792.03,Bachelor’s Degree,13,4587,8132,81.09,95.07,Canada,62.55
"Designer, ceramics/pottery",Finance,Increasing,Low,97633.4,Associate Degree,10,1360,7813,25.41,13.95,UK,62.83
Control and instrumentation engineer,Entertainment,Increasing,Moderate,74450.72,High School,8,6866,8013,28.95,73.79,Brazil,31.75
Set designer,IT,Increasing,Low,108715.86,Master’s Degree,19,6292,6720,26.11,36.22,Brazil,71.8
IT trainer,Retail,Decreasing,Moderate,84210.22,Associate Degree,5,7627,2819,6.34,5.15,Brazil,34.62
Equities trader,Retail,Decreasing,High,116019.01,Associate Degree,19,9149,2260,16.12,74.13,UK,76.73
Environmental education officer,Transportation,Increasing,Low,70427.04,Master’s Degree,12,2877,2553,77.32,76.85,China,40.13
Jewellery designer,IT,Increasing,Moderate,100672.58,Bachelor’s Degree,0,3147,4564,41.73,91.38,UK,42.12
IT technical support officer,Transportation,Increasing,High,66723.14,Master’s Degree,5,2757,2148,50.78,60.59,Germany,44.29
Herpetologist,Manufacturing,Increasing,Moderate,53008.46,Master’s Degree,2,9484,8242,39.11,27.09,UK,47.97
Physiotherapist,Manufacturing,Increasing,High,85915.46,Associate Degree,12,2562,9864,3.73,78.18,India,63.8
Tourism officer,IT,Decreasing,Low,74352.51,High School,20,5672,1714,65.07,14.0,India,55.44
"Engineer, mining",Education,Decreasing,Low,99485.42,Master’s Degree,9,1131,3998,58.17,74.38,Australia,42.97
Theme park manager,Education,Decreasing,High,100572.67,Master’s Degree,12,9102,8143,94.04,51.29,Canada,75.51
"Journalist, newspaper",Education,Increasing,Moderate,106118.85,High School,2,7108,9775,74.95,28.18,Brazil,28.87
Charity officer,Retail,Increasing,High,140295.13,High School,15,5942,9705,23.56,35.64,India,54.82
Multimedia specialist,IT,Increasing,Low,75664.95,Associate Degree,12,643,2902,42.63,27.55,Brazil,60.41
Clinical molecular geneticist,Transportation,Decreasing,Moderate,136112.05,Associate Degree,19,238,8936,46.69,2.35,Germany,45.53
"Administrator, local government",Healthcare,Decreasing,Moderate,137064.37,Master’s Degree,1,2655,7545,8.52,80.06,China,39.95
Housing manager/officer,Entertainment,Decreasing,Moderate,53759.97,High School,2,2476,1260,28.4,36.29,Australia,62.69
Haematologist,Entertainment,Increasing,Moderate,54508.2,Master’s Degree,9,5369,9214,60.31,78.62,Canada,38.8
"Engineer, water",Transportation,Increasing,Low,49095.89,PhD,0,8053,5083,39.87,10.12,China,33.0
Industrial/product designer,Healthcare,Decreasing,Moderate,145820.05,High School,13,1401,1934,55.94,61.55,UK,72.47
Wellsite geologist,Retail,Increasing,Moderate,50937.63,PhD,13,2890,9585,97.32,23.76,Germany,36.21
Human resources officer,Manufacturing,Decreasing,High,135641.84,PhD,0,7362,9941,68.27,8.45,India,22.24
"Engineer, mining",Transportation,Increasing,High,43754.24,Master’s Degree,16,2227,3733,12.0,29.96,Brazil,74.0
"Nurse, learning disability",Retail,Increasing,Low,93453.73,PhD,14,2589,4288,94.79,6.34,China,56.48
Printmaker,Healthcare,Increasing,Low,107431.37,High School,4,3839,1734,46.14,21.3,Australia,42.54
"Designer, blown glass/stained glass",Healthcare,Increasing,Moderate,44482.8,High School,10,4878,4666,16.17,73.63,Germany,72.31
"Teacher, primary school",Transportation,Decreasing,Low,134680.03,Master’s Degree,0,2751,4956,22.36,94.59,China,57.71
Television production assistant,Retail,Increasing,Moderate,90576.75,Bachelor’s Degree,14,2974,6964,59.78,25.96,USA,79.3
Media planner,Retail,Decreasing,Low,107504.96,Master’s Degree,16,6623,2469,83.61,33.4,UK,55.87
Quality manager,Entertainment,Decreasing,Low,31862.08,Associate Degree,1,3938,5997,61.45,1.6,India,24.23
"Scientist, product/process development",Manufacturing,Increasing,Low,62606.05,Master’s Degree,10,4587,365,86.07,62.82,Germany,34.79
Fish farm manager,Transportation,Decreasing,High,95650.7,Associate Degree,9,3329,7820,42.03,79.6,China,21.14
"Civil engineer, consulting",IT,Decreasing,Moderate,92226.41,PhD,8,8938,1675,90.95,45.1,Australia,79.52
Chemical engineer,Transportation,Decreasing,Low,81952.14,Bachelor’s Degree,18,8245,7909,2.26,88.82,Germany,46.91
Trade union research officer,Entertainment,Increasing,Low,136217.79,Master’s Degree,7,5901,1309,94.55,68.65,Canada,41.04
Biomedical scientist,Manufacturing,Decreasing,High,61281.79,PhD,12,2216,8741,63.47,6.51,UK,64.69
Emergency planning/management officer,Entertainment,Decreasing,Low,103692.88,PhD,0,7081,8311,28.61,65.84,Canada,49.59
Radio producer,Finance,Increasing,Low,122676.81,PhD,17,1267,2429,37.62,96.73,Brazil,73.52
Careers adviser,Finance,Increasing,Low,106788.82,PhD,10,8213,650,71.85,36.23,Brazil,34.93
Further education lecturer,Education,Decreasing,High,103799.01,High School,1,9085,9711,8.03,99.41,China,39.58
Politician's assistant,Education,Increasing,Moderate,55291.23,Associate Degree,15,4998,9332,14.79,51.21,Brazil,71.84
Land/geomatics surveyor,Transportation,Decreasing,Low,59268.51,PhD,1,1082,463,37.78,26.83,China,63.7
Orthoptist,Finance,Increasing,Moderate,98078.66,High School,20,2594,554,21.64,28.71,Germany,20.24
Forensic scientist,Entertainment,Decreasing,Low,30512.6,High School,18,117,7311,45.46,87.37,Brazil,47.93
Statistician,Transportation,Decreasing,High,73021.38,High School,0,4555,7872,82.13,8.86,Germany,63.37
Manufacturing systems engineer,Education,Increasing,Low,38445.75,PhD,20,8623,2282,77.83,17.46,China,54.41
"Librarian, public",Healthcare,Increasing,High,48982.66,Associate Degree,7,6924,8296,80.86,94.22,China,61.44
Legal executive,Education,Decreasing,Low,116154.29,Bachelor’s Degree,15,3116,8781,6.78,65.28,Germany,31.28
Engineering geologist,Education,Increasing,High,38540.24,PhD,12,9490,8246,72.99,79.35,China,38.51
Set designer,Transportation,Decreasing,High,81796.75,High School,0,414,1878,63.28,68.18,India,22.21
Legal secretary,Transportation,Increasing,High,113776.72,Bachelor’s Degree,4,7744,5682,9.81,30.3,India,22.97
Site engineer,Entertainment,Increasing,High,145748.87,Associate Degree,19,6755,2903,7.48,90.86,Australia,56.1
Event organiser,IT,Decreasing,High,124765.15,High School,3,7481,6129,2.89,15.63,Australia,34.52
Community arts worker,Transportation,Increasing,Moderate,87299.92,PhD,17,512,7014,97.94,56.28,UK,74.43
"Nurse, learning disability",Education,Increasing,Moderate,75351.92,High School,17,3241,4439,24.42,33.08,China,73.04
Financial trader,Transportation,Increasing,Moderate,96329.04,Master’s Degree,12,6623,2926,70.48,66.36,Australia,57.18
Barrister,Manufacturing,Increasing,High,107457.36,Master’s Degree,19,2129,7723,22.05,14.9,Brazil,79.87
Furniture conservator/restorer,IT,Decreasing,Moderate,126353.97,PhD,2,2809,4958,56.91,34.96,Canada,59.3
Comptroller,Healthcare,Increasing,Moderate,34670.84,Master’s Degree,6,3241,8372,76.09,88.47,India,41.12
Chief Marketing Officer,Retail,Decreasing,High,39118.55,Associate Degree,0,686,4295,26.94,44.44,India,34.72
Accounting technician,Transportation,Decreasing,Low,108825.31,Associate Degree,20,4107,6548,24.42,36.9,Brazil,55.11
Armed forces logistics/support/administrative officer,IT,Decreasing,High,53427.87,Bachelor’s Degree,6,6269,9982,59.73,36.75,Brazil,62.9
Air traffic controller,Education,Increasing,Low,115370.44,Bachelor’s Degree,1,3220,865,62.55,63.97,Canada,66.57
Physiological scientist,Entertainment,Decreasing,Moderate,55052.37,Master’s Degree,6,1838,5594,32.88,35.92,Australia,39.81
Fish farm manager,Education,Decreasing,High,60587.41,Associate Degree,4,1809,8175,33.4,79.76,UK,69.75
Technical sales engineer,IT,Increasing,Low,104931.38,PhD,10,4154,1349,49.13,45.51,India,29.3
Advertising account planner,Manufacturing,Decreasing,High,85523.06,Master’s Degree,16,1477,7771,79.41,81.17,Brazil,23.1
"Pharmacist, hospital",Finance,Increasing,Low,125397.41,Master’s Degree,20,7017,6629,97.41,59.85,Australia,56.62
Chartered public finance accountant,Finance,Decreasing,High,127151.21,High School,3,9677,5458,45.55,68.22,Canada,25.0
Charity fundraiser,Finance,Decreasing,High,143415.97,High School,6,6279,8363,30.37,41.22,China,60.86
Environmental education officer,Healthcare,Increasing,Moderate,147131.81,Associate Degree,15,5049,8227,42.84,31.9,China,21.06
Horticultural consultant,IT,Decreasing,High,72007.88,High School,14,9176,5791,35.37,26.62,Canada,51.75
Operational researcher,Transportation,Increasing,High,83533.37,PhD,5,6684,5803,98.18,37.55,Germany,27.13
Corporate investment banker,Manufacturing,Increasing,High,39949.38,High School,3,5939,1790,19.95,60.98,UK,48.5
Special educational needs teacher,Entertainment,Decreasing,High,83149.24,Associate Degree,19,6581,2031,91.64,43.04,Brazil,71.11
"Programmer, systems",Entertainment,Decreasing,Moderate,133618.41,Bachelor’s Degree,17,4141,9498,92.52,25.04,China,74.3
Insurance claims handler,Retail,Decreasing,High,41587.65,High School,12,762,7547,20.45,40.35,USA,32.45
Data scientist,IT,Decreasing,High,135461.4,Bachelor’s Degree,14,2001,1556,43.45,89.3,Australia,67.35
Information officer,Manufacturing,Decreasing,High,112629.6,PhD,1,2765,8083,14.4,31.01,UK,42.71
"Surveyor, land/geomatics",Entertainment,Decreasing,Moderate,91117.51,PhD,1,2442,7269,94.11,69.82,Canada,53.68
"Editor, commissioning",Education,Decreasing,High,136201.48,Associate Degree,7,6760,5494,24.99,54.54,Canada,46.14
Water engineer,IT,Increasing,High,57123.89,PhD,8,9455,7654,34.84,93.81,USA,27.46
"Civil engineer, contracting",Entertainment,Decreasing,Low,83949.01,High School,13,3919,3924,29.08,74.51,China,69.11
Environmental manager,Retail,Increasing,Moderate,85695.41,Master’s Degree,1,8745,3847,1.68,87.31,USA,77.8
Medical laboratory scientific officer,Healthcare,Decreasing,Moderate,94783.04,High School,4,2409,6858,54.02,16.87,Australia,75.7
"Therapist, art",Education,Increasing,Moderate,91299.67,PhD,6,2598,2594,68.67,43.37,India,49.97
Analytical chemist,Transportation,Decreasing,High,58328.53,Master’s Degree,10,1114,3563,49.8,28.67,USA,46.75
Planning and development surveyor,Finance,Decreasing,Low,98818.11,High School,1,9577,5415,44.38,76.43,India,52.62
Public librarian,IT,Increasing,High,136288.75,Associate Degree,6,5468,8523,54.01,46.48,India,41.34
Hydrogeologist,Healthcare,Increasing,Low,87558.81,Master’s Degree,6,8596,6513,49.65,18.43,Australia,60.0
"Engineer, maintenance (IT)",Entertainment,Increasing,Low,55208.57,Associate Degree,19,100,3737,73.79,35.02,Canada,66.76
Investment analyst,Manufacturing,Increasing,High,68012.36,Master’s Degree,16,581,2838,52.26,2.5,Brazil,48.7
Sub,IT,Increasing,High,106537.14,PhD,11,3739,4965,41.46,28.52,UK,28.85
"Buyer, industrial",Transportation,Increasing,Low,93588.39,Bachelor’s Degree,8,6618,4145,34.37,75.08,China,68.48
Forest/woodland manager,Manufacturing,Decreasing,Low,62088.08,Associate Degree,15,7514,615,5.99,65.99,Germany,52.4
Haematologist,Education,Decreasing,High,114003.38,Bachelor’s Degree,1,5650,3313,11.66,67.61,Brazil,38.39
Illustrator,Healthcare,Increasing,High,66212.67,PhD,10,2734,2900,54.05,78.14,USA,58.66
"Teacher, English as a foreign language",Entertainment,Decreasing,Low,105719.5,Bachelor’s Degree,16,7747,2077,33.42,1.06,USA,66.92
Ceramics designer,Entertainment,Increasing,High,135767.72,PhD,14,6242,9283,53.53,59.74,Brazil,58.18
"Engineer, drilling",Manufacturing,Decreasing,High,35113.92,Bachelor’s Degree,3,1192,7736,5.27,41.15,China,69.28
"Geologist, wellsite",Education,Decreasing,Low,90051.98,Bachelor’s Degree,20,6598,8110,86.72,58.17,Germany,31.14
Herbalist,Finance,Increasing,High,131909.21,PhD,8,5495,1108,20.65,70.19,China,44.14
Records manager,IT,Increasing,Low,82707.18,Master’s Degree,2,8081,8917,95.45,82.29,India,58.09
Chartered legal executive (England and Wales),IT,Decreasing,High,63600.6,Bachelor’s Degree,14,529,1418,68.49,70.55,UK,35.95
Furniture conservator/restorer,Education,Decreasing,High,36569.47,Master’s Degree,2,5893,1972,33.93,12.43,UK,57.64
Clinical cytogeneticist,Manufacturing,Increasing,High,80289.72,Bachelor’s Degree,4,2316,675,40.12,89.17,Canada,34.64
Homeopath,Finance,Increasing,Moderate,126096.31,PhD,12,6416,6594,11.46,20.14,Germany,28.38
Metallurgist,Entertainment,Increasing,High,86737.33,Master’s Degree,16,2495,7826,86.22,76.52,Australia,75.24
Customer service manager,Retail,Decreasing,Moderate,45521.42,Master’s Degree,14,4212,6729,33.7,74.61,India,47.23
Training and development officer,IT,Decreasing,Low,57764.64,Master’s Degree,13,6874,4577,69.04,20.72,Canada,41.55
Geoscientist,Healthcare,Increasing,High,132353.21,Associate Degree,1,1059,6408,73.39,81.2,China,62.0
"Programmer, systems",Retail,Decreasing,Moderate,96731.14,Bachelor’s Degree,14,5103,8782,95.85,79.51,Germany,70.63
Physiological scientist,Manufacturing,Decreasing,Low,38979.53,Bachelor’s Degree,3,3745,6178,5.27,92.73,Brazil,27.8
Public affairs consultant,Manufacturing,Increasing,High,126888.41,Bachelor’s Degree,19,8374,8164,48.12,5.19,USA,43.95
Research scientist (life sciences),Transportation,Increasing,Low,115620.76,PhD,5,2579,4145,71.31,69.92,Canada,50.69
Electrical engineer,Manufacturing,Decreasing,High,105202.83,High School,20,8256,9827,0.74,96.83,Brazil,26.98
Tree surgeon,Manufacturing,Decreasing,Moderate,34156.18,Bachelor’s Degree,2,3359,6542,90.92,51.22,Brazil,79.54
Chartered management accountant,Healthcare,Decreasing,High,59830.23,High School,4,1771,5503,54.25,12.52,Australia,46.09
Television/film/video producer,IT,Increasing,Moderate,85714.29,Bachelor’s Degree,12,9940,6548,48.85,47.32,Germany,27.57
Psychiatrist,Healthcare,Decreasing,Moderate,42006.7,Master’s Degree,5,3014,6300,96.85,57.73,Australia,64.3
Passenger transport manager,IT,Decreasing,High,110298.7,High School,16,9193,6776,56.68,17.69,Brazil,25.46
"Librarian, public",Healthcare,Decreasing,Low,51066.06,High School,11,2250,7544,82.71,67.09,China,70.93
Plant breeder/geneticist,Education,Decreasing,Low,31313.68,Associate Degree,15,8856,1513,5.5,69.59,Australia,77.79
Legal executive,Retail,Decreasing,Moderate,136390.99,High School,15,9151,9723,49.86,90.51,Brazil,38.4
Video editor,Finance,Increasing,High,33092.88,Master’s Degree,0,6027,4501,58.19,6.86,China,62.29
"Scientist, clinical (histocompatibility and immunogenetics)",Manufacturing,Increasing,High,52764.73,High School,8,2715,4038,98.95,34.14,Brazil,66.33
Hydrogeologist,Manufacturing,Decreasing,Moderate,135523.91,Master’s Degree,6,9292,1982,48.02,64.8,India,57.57
Hydrographic surveyor,Manufacturing,Increasing,Moderate,99245.45,Master’s Degree,11,7172,9903,30.93,17.11,Canada,32.17
"Radiographer, therapeutic",Education,Increasing,Moderate,86641.16,Master’s Degree,12,1300,4044,14.54,64.2,India,52.99
Facilities manager,IT,Increasing,High,115401.62,High School,15,5592,772,21.23,67.22,Germany,25.7
Outdoor activities/education manager,Finance,Decreasing,Moderate,62876.48,Master’s Degree,5,5353,2213,87.01,56.78,India,52.87
Theatre manager,Education,Increasing,Moderate,38340.73,Associate Degree,11,2927,2133,50.83,55.11,Australia,53.92
Energy engineer,Entertainment,Increasing,High,78151.07,Associate Degree,10,267,243,14.46,68.42,Canada,24.82
Geophysical data processor,Finance,Decreasing,Low,122435.15,Bachelor’s Degree,13,9747,8829,29.99,44.8,Brazil,70.66
Ergonomist,Finance,Decreasing,High,50662.03,Associate Degree,9,1180,3245,15.05,14.5,China,24.5
"Psychologist, educational",Entertainment,Decreasing,Moderate,90185.81,Master’s Degree,9,9698,4751,49.25,56.57,Germany,66.62
Banker,Finance,Increasing,Low,52296.94,Bachelor’s Degree,13,5225,3352,92.28,77.71,Canada,23.18
Early years teacher,Retail,Increasing,High,107791.0,Associate Degree,5,6795,7755,62.15,51.19,Australia,68.86
Housing manager/officer,Finance,Decreasing,Low,55562.9,Master’s Degree,13,3782,6594,94.14,94.59,India,40.2
Equities trader,Transportation,Increasing,Low,57420.87,Bachelor’s Degree,6,7660,1378,41.84,72.38,Australia,54.01
Intelligence analyst,Retail,Decreasing,Moderate,84101.8,High School,2,4556,158,82.19,9.89,Australia,33.65
Electronics engineer,Transportation,Increasing,High,134067.85,Master’s Degree,16,8905,2458,9.33,17.68,USA,72.25
"Psychologist, occupational",IT,Increasing,High,111367.5,Master’s Degree,1,2991,7328,31.72,82.11,China,78.61
Immigration officer,Manufacturing,Decreasing,Low,136370.91,High School,0,395,3615,14.21,69.11,Brazil,51.03
Town planner,Education,Decreasing,Low,146239.73,Master’s Degree,6,1233,3840,94.02,87.81,Canada,36.82
"Doctor, hospital",Entertainment,Increasing,Moderate,37125.59,Bachelor’s Degree,12,3022,7601,61.83,79.88,Brazil,25.24
Air traffic controller,IT,Decreasing,Moderate,90901.59,PhD,4,381,3914,18.43,31.78,USA,32.14
Chartered loss adjuster,Healthcare,Increasing,Low,116877.34,Master’s Degree,1,1572,5027,87.41,33.33,Australia,39.98
Sports administrator,Manufacturing,Decreasing,High,59197.76,Associate Degree,5,4181,5537,43.34,57.19,UK,22.64
"Pilot, airline",IT,Increasing,Moderate,97414.09,Bachelor’s Degree,16,9250,4619,79.46,25.17,India,49.53
Tax inspector,IT,Increasing,High,59467.88,PhD,6,591,4461,51.71,15.39,UK,60.99
Lexicographer,Retail,Increasing,Low,117498.62,High School,18,2807,7508,84.32,61.71,India,64.87
Travel agency manager,IT,Increasing,Low,88312.46,Bachelor’s Degree,8,2740,722,27.09,7.15,India,29.86
Politician's assistant,Education,Increasing,High,77221.44,Master’s Degree,13,5380,1612,8.8,68.69,UK,79.46
"Psychologist, occupational",Manufacturing,Increasing,High,106084.75,Bachelor’s Degree,17,6953,9299,0.88,53.27,Canada,36.02
Petroleum engineer,Finance,Decreasing,Low,41440.59,Master’s Degree,8,1475,7030,23.84,70.18,Germany,79.18
"Librarian, academic",Education,Increasing,High,123290.35,Bachelor’s Degree,20,6671,2115,26.33,86.78,USA,43.69
"Scientist, research (maths)",Entertainment,Decreasing,Moderate,116632.31,Associate Degree,17,2518,7884,52.16,28.39,Germany,27.42
"Biochemist, clinical",Transportation,Increasing,Low,36725.91,Master’s Degree,5,910,7360,87.53,51.4,UK,74.99
"Geologist, engineering",Retail,Increasing,Low,71912.06,Master’s Degree,4,8180,5290,59.72,11.59,USA,21.45
"Investment banker, operational",Healthcare,Decreasing,High,139056.97,PhD,9,219,8443,45.38,41.11,USA,71.01
"Radiographer, diagnostic",Manufacturing,Decreasing,Low,31690.09,Bachelor’s Degree,11,245,8335,60.91,71.74,Canada,37.03
Radiation protection practitioner,Entertainment,Decreasing,High,96941.78,Master’s Degree,14,3972,8948,49.21,17.39,China,39.03
Meteorologist,Finance,Decreasing,Moderate,89675.9,Bachelor’s Degree,14,3234,4557,49.33,73.26,Australia,22.55
Paediatric nurse,Entertainment,Increasing,Low,71460.62,Bachelor’s Degree,2,8023,2757,41.09,84.31,USA,47.82
"Development worker, international aid",Transportation,Increasing,Low,64848.41,High School,18,2999,9043,28.08,32.07,USA,38.09
"Engineer, manufacturing systems",Manufacturing,Decreasing,Low,105227.74,High School,16,2593,2651,16.9,32.1,UK,75.88
"Scientist, audiological",Retail,Decreasing,Low,147494.97,Master’s Degree,1,9590,7904,93.88,94.64,China,42.12
Analytical chemist,Transportation,Increasing,Moderate,85366.47,PhD,2,9133,1133,33.74,9.82,China,20.17
"Engineer, control and instrumentation",Retail,Increasing,Moderate,134091.38,Master’s Degree,14,273,1417,8.97,54.77,Australia,58.58
Production engineer,IT,Decreasing,High,109662.06,Master’s Degree,20,4377,2300,45.12,14.26,USA,22.52
Community arts worker,Manufacturing,Increasing,High,141016.42,High School,17,7592,390,20.08,32.62,India,76.99
Glass blower/designer,IT,Increasing,Low,54046.51,Associate Degree,3,4193,6686,65.98,6.13,India,67.72
Fast food restaurant manager,Transportation,Increasing,High,125412.03,High School,7,7116,9972,31.79,99.99,China,62.76
Broadcast engineer,Education,Decreasing,Low,141945.31,Master’s Degree,18,5892,9265,12.1,69.2,Canada,75.41
IT sales professional,Education,Decreasing,Low,88057.66,Bachelor’s Degree,8,5377,919,73.66,1.56,UK,59.07
Analytical chemist,Entertainment,Increasing,Low,116312.82,High School,0,4774,5525,63.07,85.94,Canada,46.11
Public relations officer,Entertainment,Increasing,Low,122362.34,High School,19,3129,3283,80.88,27.3,Canada,75.47
"Administrator, education",Transportation,Decreasing,Low,80209.64,Master’s Degree,20,423,8643,71.09,93.61,Brazil,32.1
"Engineer, structural",Healthcare,Increasing,Low,108981.16,Bachelor’s Degree,7,5219,9653,70.21,11.04,UK,28.92
Orthoptist,IT,Decreasing,Moderate,62386.4,High School,5,1729,8899,79.43,5.65,China,40.1
Occupational hygienist,Transportation,Increasing,Low,101628.3,PhD,19,2752,9435,7.54,35.0,UK,38.65
Civil Service fast streamer,IT,Decreasing,Moderate,66736.64,Master’s Degree,8,8219,2493,39.69,33.46,Brazil,65.26
Clinical embryologist,Transportation,Increasing,Moderate,99672.09,Master’s Degree,2,7617,5357,89.93,66.81,China,29.51
"Surveyor, minerals",Entertainment,Increasing,Moderate,130619.1,Master’s Degree,1,9071,8423,77.83,69.07,Brazil,60.37
Trade mark attorney,Retail,Decreasing,High,127236.54,Bachelor’s Degree,20,8129,3541,77.36,1.03,India,26.41
"Psychotherapist, child",Entertainment,Increasing,High,55034.85,Bachelor’s Degree,20,4708,4456,63.08,74.35,USA,21.3
Architectural technologist,Education,Decreasing,Moderate,112501.35,Associate Degree,5,809,7147,2.73,24.44,Brazil,69.43
Radiation protection practitioner,Finance,Increasing,Low,79613.61,Master’s Degree,15,8619,823,39.65,92.04,UK,72.33
"Education officer, community",Transportation,Decreasing,Low,91821.43,High School,11,8809,2465,20.11,2.39,China,21.65
"Producer, radio",Manufacturing,Decreasing,Moderate,85976.74,Bachelor’s Degree,4,1287,3426,40.41,28.65,Germany,69.61
"Engineer, civil (consulting)",Healthcare,Decreasing,Moderate,56106.09,Bachelor’s Degree,17,6230,3580,25.44,24.22,Canada,33.12
Community arts worker,Healthcare,Increasing,Moderate,146162.38,PhD,11,6525,2403,70.0,21.57,China,60.61
Tree surgeon,Education,Decreasing,Moderate,63968.36,Master’s Degree,17,2627,6915,7.66,24.39,India,73.03
"Engineer, civil (contracting)",Entertainment,Decreasing,High,72470.49,Master’s Degree,7,9042,9360,64.1,97.27,Brazil,48.98
"Civil engineer, consulting",Finance,Increasing,Low,115806.49,Master’s Degree,19,4971,6580,61.53,6.1,UK,47.41
"Engineer, electrical",Transportation,Increasing,High,100147.48,Master’s Degree,9,4797,8304,74.97,20.05,China,25.49
Clinical biochemist,Manufacturing,Decreasing,Low,128516.03,PhD,8,4598,1102,26.86,60.73,China,20.63
Furniture designer,Education,Decreasing,Low,36777.85,Master’s Degree,7,1441,6862,81.57,6.52,Germany,23.83
"Engineer, production",Entertainment,Increasing,High,39409.54,Associate Degree,17,3589,2455,16.31,27.47,UK,20.8
Operations geologist,Finance,Increasing,High,63486.8,High School,7,147,9833,23.26,85.18,China,35.52
Psychiatrist,Finance,Increasing,Low,74270.28,PhD,7,7183,2169,35.08,28.06,Canada,41.51
"Engineer, drilling",Healthcare,Increasing,Low,142622.95,Master’s Degree,16,8652,2768,42.58,3.28,USA,22.29
Advertising copywriter,Education,Decreasing,Low,96299.95,Master’s Degree,15,8723,3035,73.59,10.54,UK,60.58
"Teacher, special educational needs",Retail,Increasing,High,79194.96,Bachelor’s Degree,6,9402,5478,71.64,68.74,Australia,70.53
Retail manager,Transportation,Decreasing,Moderate,58460.01,PhD,5,2187,1085,12.88,67.34,Germany,58.63
"Accountant, chartered certified",Healthcare,Decreasing,Moderate,66161.67,PhD,17,9916,1626,95.91,88.63,Germany,75.81
Records manager,Transportation,Increasing,Low,50459.15,PhD,16,7181,3131,94.72,8.09,USA,56.93
Advertising art director,Entertainment,Increasing,Moderate,80509.86,Master’s Degree,17,6618,6476,97.99,8.26,India,44.7
"Designer, television/film set",Transportation,Increasing,Moderate,89340.11,PhD,18,2068,6520,7.37,49.56,Australia,57.01
Academic librarian,Entertainment,Decreasing,Low,127507.92,High School,14,1785,4488,53.33,65.91,Canada,63.97
"Clinical scientist, histocompatibility and immunogenetics",Manufacturing,Decreasing,Low,37332.45,Master’s Degree,15,1806,7469,66.49,38.84,Germany,32.25
Sport and exercise psychologist,Entertainment,Decreasing,High,35977.16,Master’s Degree,9,9230,3451,67.53,50.12,Germany,60.13
"Therapist, occupational",Manufacturing,Decreasing,High,62895.73,Master’s Degree,18,8730,8406,31.83,31.17,Germany,29.45
"Education officer, museum",Healthcare,Increasing,Low,70274.52,Bachelor’s Degree,7,7021,7201,95.71,82.84,Canada,20.84
Passenger transport manager,Healthcare,Decreasing,Low,91169.86,Master’s Degree,19,4489,1482,90.18,99.49,Germany,55.42
Pathologist,Transportation,Decreasing,High,102869.74,Master’s Degree,9,4860,2795,38.38,15.88,India,27.28
Animator,IT,Decreasing,Low,100802.21,Master’s Degree,18,2296,7597,80.73,10.88,UK,70.56
Multimedia programmer,Healthcare,Increasing,Moderate,97060.76,Master’s Degree,1,1266,6324,42.41,94.2,USA,28.03
"Psychotherapist, dance movement",Entertainment,Decreasing,Low,72248.03,Bachelor’s Degree,19,4612,8765,14.02,8.58,Australia,73.6
Tax inspector,Transportation,Decreasing,High,78106.37,High School,12,2382,4898,30.55,76.71,USA,70.09
Television/film/video producer,Education,Decreasing,Moderate,44593.13,Bachelor’s Degree,11,8744,229,10.37,19.24,UK,56.75
Environmental manager,Finance,Decreasing,Low,119914.55,High School,20,8935,9850,89.85,20.44,Brazil,31.66
Adult guidance worker,Finance,Decreasing,High,135570.17,High School,2,7333,1548,71.97,32.18,Australia,72.24
Drilling engineer,Entertainment,Increasing,Moderate,120497.96,Associate Degree,8,6963,2572,13.24,97.15,Brazil,72.12
Amenity horticulturist,Retail,Increasing,Moderate,92730.83,Bachelor’s Degree,10,7857,2147,51.54,71.54,India,64.6
"Producer, television/film/video",Manufacturing,Increasing,High,90835.4,PhD,12,4892,567,15.95,66.95,UK,42.92
Geochemist,Healthcare,Decreasing,Moderate,75586.3,Master’s Degree,17,7818,4540,36.07,99.48,Canada,60.76
Commercial horticulturist,Finance,Increasing,High,39095.73,Master’s Degree,1,7012,3878,44.54,96.54,Canada,55.94
Amenity horticulturist,Transportation,Increasing,High,143099.77,Bachelor’s Degree,10,5073,1490,13.35,1.6,Brazil,37.43
Outdoor activities/education manager,IT,Increasing,Moderate,54822.37,PhD,16,2557,9947,4.11,33.68,India,66.04
Armed forces technical officer,Transportation,Decreasing,Low,90491.42,PhD,1,8504,4956,58.77,9.43,Australia,48.42
"Engineer, chemical",Education,Decreasing,Low,92864.48,Bachelor’s Degree,20,1236,5452,31.46,83.25,Germany,43.98
Research scientist (maths),Healthcare,Increasing,High,83332.5,Bachelor’s Degree,18,9459,6026,57.39,17.79,Brazil,25.92
Social worker,IT,Decreasing,High,135556.58,High School,3,6543,7370,74.84,83.0,Australia,65.6
"Scientist, physiological",Healthcare,Decreasing,Low,101800.18,PhD,1,3357,8762,11.1,19.35,UK,21.82
Artist,Healthcare,Decreasing,Moderate,105703.85,PhD,14,5915,7486,96.35,34.86,Australia,74.67
Print production planner,Entertainment,Increasing,Low,42817.59,Associate Degree,20,405,6559,98.67,79.56,Australia,24.51
Volunteer coordinator,IT,Increasing,Moderate,86643.41,Associate Degree,14,5634,2491,65.81,89.42,USA,79.76
Newspaper journalist,Education,Increasing,High,61000.38,PhD,20,4667,5929,69.35,62.75,Germany,45.81
Further education lecturer,Retail,Decreasing,Moderate,137397.97,PhD,18,2333,9872,22.71,12.11,Germany,41.19
"Engineer, technical sales",Retail,Increasing,High,137176.83,Master’s Degree,6,895,8647,34.85,22.82,USA,73.79
"Radiographer, therapeutic",Healthcare,Increasing,Low,137610.17,High School,11,887,6945,30.42,17.97,Australia,42.97
Astronomer,IT,Decreasing,Low,97802.59,Master’s Degree,6,9954,6747,57.98,51.62,Brazil,59.83
"Psychotherapist, child",Transportation,Decreasing,Moderate,37361.38,High School,17,9158,2196,13.51,34.11,Australia,57.63
Fast food restaurant manager,Healthcare,Increasing,Moderate,129368.8,Bachelor’s Degree,11,6740,9503,8.24,47.21,Germany,71.13
Catering manager,Transportation,Decreasing,Low,39936.25,Associate Degree,10,3203,3607,93.9,30.92,China,74.18
Forensic scientist,Transportation,Decreasing,Low,61380.97,Bachelor’s Degree,5,8774,5657,88.0,75.06,Canada,59.78
"Production designer, theatre/television/film",Transportation,Increasing,Moderate,77664.04,Associate Degree,13,6607,4976,97.98,97.2,Canada,20.55
"Administrator, sports",IT,Decreasing,Low,140447.06,PhD,17,5963,2929,37.37,39.02,UK,76.48
Geoscientist,Entertainment,Decreasing,Low,69921.25,Associate Degree,1,4706,6148,31.61,18.37,Brazil,61.08
"Psychologist, prison and probation services",Education,Decreasing,Low,149205.09,High School,3,3287,3117,82.56,48.87,USA,53.36
Mechanical engineer,IT,Increasing,Moderate,137396.68,Master’s Degree,18,8194,1426,70.3,92.75,USA,37.83
Trade union research officer,IT,Increasing,Moderate,135130.88,Bachelor’s Degree,16,9431,5106,25.5,12.76,Brazil,29.67
Mudlogger,IT,Increasing,High,76293.29,Associate Degree,10,6161,7028,2.54,28.84,Canada,45.12
"Sound technician, broadcasting/film/video",Healthcare,Decreasing,Low,37244.49,Bachelor’s Degree,18,2162,3724,73.55,60.6,UK,40.62
Arts development officer,IT,Decreasing,High,59894.02,Master’s Degree,11,3972,838,9.73,41.76,China,63.84
"Administrator, sports",Retail,Increasing,Low,37562.29,PhD,17,8304,1641,37.54,34.85,Australia,25.3
Audiological scientist,Entertainment,Decreasing,Moderate,132002.66,Bachelor’s Degree,18,4114,4356,50.29,13.14,Australia,28.25
"Scientist, research (medical)",Healthcare,Decreasing,High,67042.47,Master’s Degree,13,8639,9096,43.72,18.42,Canada,41.65
Press sub,Entertainment,Increasing,High,73338.09,High School,6,4726,8072,1.94,68.96,Brazil,64.68
Senior tax professional/tax inspector,Transportation,Decreasing,Moderate,132413.52,Master’s Degree,20,6972,2478,7.88,14.99,India,50.59
"Teacher, English as a foreign language",Entertainment,Increasing,High,135283.28,Associate Degree,8,6074,9678,83.44,38.21,Brazil,44.99
Quarry manager,Healthcare,Decreasing,High,64389.33,High School,15,2172,4689,70.97,96.16,Canada,49.89
Lawyer,Transportation,Decreasing,Low,122694.62,PhD,18,5295,1597,45.26,90.36,Australia,55.04
Medical laboratory scientific officer,Manufacturing,Increasing,Low,73567.16,High School,4,9826,6306,88.15,99.97,India,39.5
Financial trader,IT,Increasing,Low,35118.06,Master’s Degree,7,3623,1459,70.73,8.93,Germany,25.59
Legal secretary,Manufacturing,Increasing,Moderate,43560.48,High School,9,5438,2498,84.02,21.85,India,48.46
Archivist,Retail,Decreasing,Low,110928.06,Master’s Degree,3,5297,4995,52.0,53.1,UK,41.95
Human resources officer,Education,Increasing,High,147806.95,High School,5,9606,9065,27.8,9.96,USA,33.26
Data scientist,Transportation,Decreasing,Moderate,101074.44,Master’s Degree,20,6840,5791,75.97,61.58,UK,33.37
Paramedic,IT,Increasing,Moderate,57509.38,High School,2,8145,6265,17.23,28.07,USA,27.42
Exercise physiologist,Education,Increasing,Moderate,36392.24,Master’s Degree,15,4658,4658,37.2,35.63,Germany,71.18
Architectural technologist,Entertainment,Decreasing,Low,79256.45,Bachelor’s Degree,16,5530,8665,7.15,23.2,Brazil,27.83
Secretary/administrator,Retail,Decreasing,High,96126.33,PhD,18,7950,7800,53.31,77.6,China,67.28
Advice worker,Manufacturing,Increasing,High,99735.31,Associate Degree,17,8223,3189,91.06,97.09,Brazil,67.29
Quarry manager,Retail,Decreasing,High,68826.73,Associate Degree,11,9352,3298,0.93,18.98,Brazil,59.39
"Teacher, secondary school",Education,Increasing,Moderate,105193.76,High School,11,2298,9962,29.05,58.52,USA,42.59
Purchasing manager,Entertainment,Decreasing,Moderate,72124.63,PhD,3,6594,5698,36.1,53.04,India,70.09
"Engineer, control and instrumentation",Manufacturing,Decreasing,High,44063.55,High School,6,6684,6448,76.15,86.96,USA,55.76
Catering manager,Manufacturing,Decreasing,High,142264.17,High School,19,9426,2436,65.76,11.11,UK,38.08
Records manager,Entertainment,Increasing,Moderate,46361.91,Associate Degree,8,3676,9959,5.75,49.16,Canada,46.58
Printmaker,Healthcare,Decreasing,Moderate,46311.01,High School,10,2118,8716,86.8,31.17,Australia,38.8
Ambulance person,Healthcare,Increasing,Low,128906.88,Bachelor’s Degree,19,9511,9234,27.94,0.25,Australia,48.12
International aid/development worker,IT,Decreasing,Low,139514.96,High School,13,6864,5928,77.91,59.78,Germany,58.86
Proofreader,Finance,Decreasing,High,91440.91,Bachelor’s Degree,20,9903,3337,34.7,95.48,UK,61.21
"Journalist, magazine",IT,Decreasing,Low,30304.62,Bachelor’s Degree,2,7556,8863,91.54,35.18,China,24.15
Land,Manufacturing,Increasing,Moderate,92444.59,Master’s Degree,8,6436,9628,26.37,20.27,Germany,76.97
Planning and development surveyor,Healthcare,Decreasing,High,52796.41,PhD,1,2179,4085,13.97,71.57,India,59.61
Conference centre manager,Healthcare,Decreasing,Low,57083.85,PhD,12,9334,8743,16.89,91.67,Australia,73.55
"Conservation officer, nature",Healthcare,Increasing,Moderate,132449.06,Bachelor’s Degree,13,7719,5732,97.8,23.02,Germany,61.52
Paramedic,Healthcare,Decreasing,Low,111764.83,High School,10,8055,5389,17.66,97.29,USA,67.27
Retail manager,Education,Decreasing,Moderate,143886.06,Master’s Degree,17,4317,319,99.98,95.62,Canada,21.56
"Nurse, mental health",Finance,Increasing,High,90258.99,Bachelor’s Degree,10,9133,8136,33.08,86.84,USA,68.12
Personnel officer,Retail,Increasing,High,86369.99,Associate Degree,11,8899,6903,54.23,93.59,China,46.84
Recycling officer,IT,Increasing,High,74032.08,Master’s Degree,7,2724,2217,24.23,21.0,USA,54.25
"Therapist, occupational",Entertainment,Increasing,Moderate,50422.74,PhD,12,1293,5938,10.83,21.38,Australia,77.06
Comptroller,Manufacturing,Increasing,Low,34343.28,High School,1,4473,9811,13.51,63.84,India,72.2
"Surveyor, building",Finance,Increasing,High,83344.65,Associate Degree,12,411,5000,22.7,70.81,China,38.38
"Secretary, company",Transportation,Decreasing,Low,131592.27,Bachelor’s Degree,6,8237,6226,79.05,94.84,India,35.55
Archivist,Healthcare,Increasing,Low,118157.25,Bachelor’s Degree,15,9425,9985,81.69,49.81,China,26.9
Insurance underwriter,Retail,Decreasing,High,46123.87,Bachelor’s Degree,12,8213,9549,95.98,84.77,India,25.68
Financial controller,IT,Decreasing,Moderate,139890.04,Bachelor’s Degree,16,7006,2525,57.1,14.72,Brazil,48.08
Colour technologist,IT,Decreasing,High,94293.31,Bachelor’s Degree,9,209,6279,44.13,55.81,Canada,68.49
Secretary/administrator,Healthcare,Increasing,High,148198.65,Associate Degree,3,3463,1576,22.72,58.06,India,75.34
Best boy,Retail,Decreasing,Low,54318.92,High School,3,1380,6070,0.17,34.65,Germany,60.01
Animal nutritionist,IT,Decreasing,Moderate,69987.23,Master’s Degree,16,6171,369,44.56,98.37,UK,64.95
Building control surveyor,Finance,Decreasing,Moderate,135992.73,Master’s Degree,16,1888,8760,63.95,80.43,Canada,52.42
Interior and spatial designer,Transportation,Decreasing,Low,146593.15,Master’s Degree,6,9444,9073,53.86,50.75,USA,77.62
Theatre director,Entertainment,Increasing,Moderate,82628.45,Master’s Degree,7,493,4567,54.0,17.82,India,41.83
Paramedic,Entertainment,Increasing,Low,82876.14,Associate Degree,14,6372,743,52.38,77.34,Brazil,46.45
Architectural technologist,Education,Increasing,Moderate,131268.39,Master’s Degree,3,6438,9996,52.93,85.37,USA,55.54
Lexicographer,Manufacturing,Increasing,High,122880.74,Master’s Degree,2,1273,9273,18.68,33.02,India,62.92
"Merchandiser, retail",IT,Decreasing,High,95670.06,Associate Degree,9,120,6493,63.71,37.78,Australia,21.58
Industrial/product designer,Healthcare,Increasing,Low,133022.32,High School,0,2489,6737,43.84,60.6,Germany,58.92
Insurance broker,Transportation,Decreasing,Moderate,146227.6,Bachelor’s Degree,10,7972,8396,20.54,41.97,Germany,29.97
Homeopath,Transportation,Increasing,Moderate,141353.06,High School,3,8122,7459,42.36,92.69,UK,33.75
"Therapist, occupational",IT,Increasing,Moderate,129606.34,PhD,10,2539,9156,57.77,84.44,UK,38.03
"Education officer, environmental",Healthcare,Increasing,Moderate,58491.25,PhD,8,2545,5267,20.64,17.14,China,76.3
Training and development officer,Entertainment,Decreasing,Moderate,115499.85,Associate Degree,6,4373,3026,60.62,6.87,UK,34.07
Paediatric nurse,Entertainment,Decreasing,Moderate,147896.06,Associate Degree,12,9027,7435,31.81,62.03,Brazil,56.9
Sport and exercise psychologist,Manufacturing,Increasing,Low,148363.68,Bachelor’s Degree,11,6283,116,58.11,35.42,Australia,35.09
Software engineer,Transportation,Increasing,High,106979.76,Master’s Degree,4,4367,8789,91.94,60.31,Australia,47.51
Minerals surveyor,Retail,Increasing,High,120676.58,Bachelor’s Degree,6,5471,7281,34.41,10.57,Canada,39.15
Newspaper journalist,Entertainment,Increasing,Low,75210.13,Master’s Degree,10,738,528,97.84,74.85,India,53.54
Tourist information centre manager,Finance,Decreasing,High,87047.34,PhD,3,4177,2747,99.36,49.91,India,25.58
"Programmer, applications",Finance,Decreasing,High,113239.95,High School,5,3059,3357,95.92,92.61,China,76.7
Fine artist,Manufacturing,Increasing,Moderate,81796.47,Associate Degree,14,1606,5204,13.79,89.22,USA,40.18
Animal technologist,Healthcare,Decreasing,Moderate,103909.0,PhD,11,2791,7921,67.77,16.94,India,43.9
General practice doctor,Manufacturing,Increasing,High,33372.74,High School,18,8150,9407,40.41,80.71,India,49.11
"Psychologist, counselling",Healthcare,Decreasing,Moderate,76964.44,High School,14,5003,5351,3.77,33.85,Canada,63.04
Child psychotherapist,Retail,Increasing,High,63411.16,Associate Degree,13,2014,9917,92.38,22.99,India,31.26
Purchasing manager,Transportation,Increasing,Low,117412.63,High School,4,1435,6721,54.08,20.53,India,60.25
Further education lecturer,Education,Decreasing,Low,39585.05,PhD,9,9742,1808,1.33,7.82,Brazil,43.73
Research scientist (life sciences),Manufacturing,Increasing,Moderate,118860.07,High School,12,2222,1705,33.24,11.92,Canada,56.07
"Runner, broadcasting/film/video",Finance,Increasing,High,40037.37,Master’s Degree,10,2256,7986,77.8,9.49,USA,56.35
Radiation protection practitioner,Manufacturing,Increasing,High,148084.53,PhD,0,8125,4452,98.99,87.99,China,71.14
Mental health nurse,Finance,Increasing,High,134679.6,Associate Degree,2,4484,4604,14.85,92.72,USA,65.93
Social researcher,Finance,Increasing,Moderate,33017.96,High School,19,6397,7153,33.15,94.03,Brazil,29.89
"Surveyor, rural practice",Entertainment,Increasing,Moderate,127033.4,PhD,7,7379,9203,97.69,77.53,Germany,37.81
Dramatherapist,Manufacturing,Increasing,Moderate,97361.08,PhD,14,3201,1244,11.15,11.15,India,46.52
Curator,Entertainment,Decreasing,Low,116229.21,Bachelor’s Degree,0,5874,4527,65.28,10.68,Canada,47.39
Counsellor,IT,Increasing,Moderate,61910.93,PhD,8,8931,7625,68.63,34.61,UK,25.26
"Copywriter, advertising",Education,Increasing,Moderate,120469.68,PhD,19,3110,2344,5.14,43.27,Canada,26.86
"Administrator, charities/voluntary organisations",Healthcare,Increasing,Low,132219.88,Bachelor’s Degree,7,709,1276,31.79,19.32,Australia,22.49
Associate Professor,Manufacturing,Increasing,Low,132103.6,High School,11,5182,1361,97.79,76.29,UK,46.43
Environmental manager,Finance,Decreasing,High,36351.34,Bachelor’s Degree,7,4503,4553,69.46,15.66,China,28.45
Purchasing manager,Entertainment,Decreasing,Low,95169.07,Master’s Degree,10,7396,389,51.27,49.79,Australia,65.72
Architectural technologist,Healthcare,Increasing,High,57553.81,Associate Degree,17,8115,6977,61.69,40.42,UK,26.11
Art therapist,Healthcare,Increasing,Low,114431.78,High School,7,4280,3026,43.05,23.69,UK,53.64
Corporate treasurer,IT,Increasing,High,75782.38,Associate Degree,17,3104,5756,23.2,73.0,Canada,45.91
Music tutor,IT,Decreasing,Moderate,141725.23,Associate Degree,11,401,8748,68.1,54.35,Germany,68.72
Event organiser,Finance,Decreasing,High,63433.38,Bachelor’s Degree,2,9060,6965,40.38,55.35,Germany,54.72
Energy engineer,Transportation,Increasing,Moderate,96947.29,Associate Degree,18,6866,7292,51.5,31.76,UK,75.8
Multimedia specialist,Manufacturing,Increasing,Moderate,53333.11,Associate Degree,4,7355,1704,41.83,87.29,Canada,21.7
Archaeologist,Healthcare,Decreasing,Low,41208.02,PhD,17,1105,9033,52.07,53.3,USA,48.01
"Investment banker, operational",Transportation,Increasing,Low,82671.61,High School,2,6457,6027,96.21,76.49,China,42.36
Insurance claims handler,IT,Increasing,High,51947.09,Bachelor’s Degree,0,4698,7271,80.85,37.77,Brazil,47.58
"Civil engineer, contracting",IT,Increasing,Low,145003.81,Associate Degree,14,9785,7886,78.32,43.17,USA,46.56
Quantity surveyor,Healthcare,Increasing,Low,82543.47,PhD,15,4809,1572,55.43,61.83,UK,71.01
Recruitment consultant,Finance,Increasing,Low,141493.78,Associate Degree,19,6385,4202,81.43,70.7,Canada,45.25
Accounting technician,Education,Increasing,High,51549.66,Master’s Degree,19,5486,1331,93.38,28.73,Canada,42.93
Management consultant,Transportation,Increasing,Moderate,59837.19,Bachelor’s Degree,12,8533,6722,99.39,65.67,India,24.12
Audiological scientist,Entertainment,Increasing,Moderate,80301.95,High School,15,2811,3350,57.06,86.53,China,24.77
Insurance claims handler,Education,Decreasing,Moderate,35057.67,PhD,9,1265,6505,91.85,97.33,USA,31.8
Clinical research associate,Transportation,Decreasing,High,37323.24,Master’s Degree,11,3643,6475,56.14,82.53,China,21.14
Building services engineer,Finance,Decreasing,High,137878.51,Master’s Degree,19,2467,3233,50.43,76.26,India,59.35
IT technical support officer,Retail,Increasing,Low,74945.06,Associate Degree,12,9345,2163,92.86,98.07,Germany,67.2
Civil Service fast streamer,Finance,Decreasing,Low,108587.26,Bachelor’s Degree,3,9948,5218,26.47,87.97,China,68.56
Database administrator,Manufacturing,Increasing,High,139123.86,PhD,16,6265,6771,39.88,27.74,Australia,26.46
Recycling officer,Manufacturing,Decreasing,Low,93961.98,High School,4,5865,6471,11.77,23.22,Canada,37.68
Warden/ranger,Entertainment,Decreasing,High,122019.29,Bachelor’s Degree,11,5077,9360,21.29,39.88,UK,27.46
Recycling officer,Finance,Decreasing,Moderate,131009.9,Bachelor’s Degree,19,4001,9901,38.47,61.82,UK,56.61
"Engineer, mining",IT,Decreasing,Moderate,122463.13,High School,15,6442,8052,56.12,7.64,Germany,53.55
Community education officer,Manufacturing,Decreasing,High,108778.22,PhD,19,9406,9854,23.62,79.92,UK,73.0
Medical illustrator,Retail,Decreasing,Low,134136.91,High School,16,6383,4925,62.74,42.54,India,42.62
Pharmacologist,Transportation,Decreasing,High,85818.09,High School,16,9748,4205,4.19,33.72,India,70.4
Housing manager/officer,Education,Decreasing,Moderate,68148.57,Associate Degree,2,520,9783,42.59,91.82,China,37.61
Environmental health practitioner,Transportation,Increasing,Low,141225.03,PhD,7,3876,3284,8.74,59.86,Canada,73.12
Structural engineer,Transportation,Increasing,High,109478.24,Associate Degree,11,8128,9136,9.94,72.16,India,66.7
Adult nurse,Healthcare,Increasing,Moderate,111478.87,Associate Degree,12,240,7495,51.51,83.96,Australia,40.11
Geophysical data processor,Entertainment,Increasing,Low,63372.58,Master’s Degree,9,9497,7215,6.49,10.83,Canada,41.64
Hydrologist,Education,Decreasing,High,110652.85,High School,19,1087,5003,18.6,24.74,Australia,66.79
Armed forces operational officer,Finance,Increasing,Moderate,37433.03,High School,4,3467,2457,18.18,20.06,Australia,34.4
"Engineer, materials",Transportation,Decreasing,High,55852.57,Associate Degree,6,4351,7248,50.04,32.59,USA,56.89
Quantity surveyor,Finance,Increasing,High,101448.98,Associate Degree,19,4063,2381,37.48,66.12,India,77.16
Medical laboratory scientific officer,Education,Increasing,Moderate,82593.91,Bachelor’s Degree,17,7505,5670,63.12,6.32,Germany,72.89
Restaurant manager,Education,Increasing,High,54274.53,High School,0,6790,1006,71.13,72.88,Australia,61.02
Administrator,Entertainment,Increasing,High,45065.79,Associate Degree,7,2254,1297,78.51,26.93,USA,28.21
"Programmer, applications",IT,Increasing,Low,125147.92,Associate Degree,3,9259,7828,0.77,57.9,UK,37.87
Chief Marketing Officer,Education,Decreasing,Moderate,146174.81,High School,7,9911,9794,33.79,79.74,Germany,20.2
"Designer, industrial/product",IT,Decreasing,Moderate,130412.63,PhD,9,4896,8360,36.82,39.12,Australia,49.14
Fast food restaurant manager,Manufacturing,Decreasing,High,146978.59,PhD,20,2474,1607,42.83,92.31,Brazil,27.57
Orthoptist,Finance,Increasing,Moderate,64772.72,PhD,17,3166,164,27.43,31.11,India,25.42
Theatre stage manager,Manufacturing,Increasing,Low,57274.44,Associate Degree,8,1164,681,16.94,84.76,Brazil,73.76
"Engineer, structural",Education,Decreasing,Low,49624.16,High School,8,8478,6452,60.87,55.15,China,39.47
Interpreter,Retail,Increasing,Low,41493.19,Bachelor’s Degree,5,1644,9622,5.66,26.7,China,63.33
Accounting technician,Finance,Decreasing,High,92471.5,Master’s Degree,18,6561,6920,92.94,72.26,USA,41.43
Community development worker,Education,Decreasing,Moderate,35027.95,Associate Degree,10,2810,3707,83.15,23.28,UK,39.84
Colour technologist,Healthcare,Decreasing,Moderate,75274.87,PhD,6,3512,4335,99.09,73.1,Germany,49.84
Archivist,Manufacturing,Increasing,Low,75993.96,High School,17,7919,9325,68.62,51.27,China,64.39
Retail buyer,Entertainment,Decreasing,Moderate,97094.4,Master’s Degree,18,9421,8481,76.49,17.49,Canada,55.5
Higher education lecturer,Education,Increasing,Low,43770.54,Bachelor’s Degree,7,412,9592,47.1,24.16,USA,42.58
Regulatory affairs officer,Education,Decreasing,Moderate,131924.18,PhD,16,4813,7235,69.26,6.8,UK,44.72
Adult nurse,Entertainment,Increasing,Moderate,34604.02,Associate Degree,2,7736,5707,19.34,38.09,Australia,73.79
Radio producer,Entertainment,Decreasing,Moderate,82848.21,High School,14,333,8736,94.24,28.89,India,53.11
Financial risk analyst,Finance,Decreasing,High,113818.28,PhD,8,9418,5939,49.13,11.94,India,75.49
Commercial horticulturist,Retail,Decreasing,Moderate,137952.83,Bachelor’s Degree,5,4132,225,17.71,54.84,USA,52.38
Jewellery designer,Entertainment,Increasing,Low,110112.93,Master’s Degree,20,9034,7364,73.92,31.23,Australia,41.25
"Designer, interior/spatial",Entertainment,Increasing,Moderate,61348.71,PhD,6,9310,543,72.88,82.24,Australia,32.06
"Psychologist, sport and exercise",Transportation,Decreasing,Low,90113.07,PhD,2,1012,708,78.84,8.44,Germany,32.43
"Engineer, drilling",Transportation,Decreasing,High,44202.98,PhD,12,812,6527,15.93,4.47,Australia,27.34
Special effects artist,Transportation,Decreasing,High,100851.91,PhD,0,6176,5877,37.44,60.06,China,63.57
"Scientist, audiological",Transportation,Decreasing,Moderate,127828.75,Bachelor’s Degree,11,1954,6900,13.24,84.95,UK,76.45
Optometrist,Education,Decreasing,High,102475.84,Associate Degree,17,2444,4758,62.7,67.34,Canada,40.21
"Surveyor, hydrographic",Retail,Decreasing,High,56468.67,PhD,14,824,5111,68.91,66.65,UK,55.47
Fashion designer,Manufacturing,Decreasing,Low,55096.98,Bachelor’s Degree,0,7236,2763,5.69,34.75,China,26.03
"Conservator, museum/gallery",Transportation,Decreasing,Low,132905.54,High School,5,500,2087,96.93,84.36,UK,21.44
Clothing/textile technologist,Retail,Increasing,High,60154.04,Bachelor’s Degree,5,1005,6753,82.93,20.05,Canada,44.27
"Pharmacist, community",IT,Increasing,Moderate,109832.82,PhD,1,2597,8935,47.85,35.58,Germany,35.76
Advertising copywriter,Retail,Decreasing,High,133911.91,High School,12,7728,6524,47.98,7.04,USA,71.88
Publishing copy,Finance,Decreasing,Low,107766.76,High School,6,4415,681,2.4,93.4,Germany,52.5
Government social research officer,Transportation,Increasing,High,113369.83,Master’s Degree,15,7396,5013,96.78,79.97,China,37.55
Sales promotion account executive,Retail,Decreasing,Moderate,148261.18,PhD,3,4511,4504,75.77,10.01,India,75.43
"Designer, television/film set",Retail,Increasing,High,46349.58,Master’s Degree,5,7313,4912,69.64,24.25,Germany,35.01
Nature conservation officer,Transportation,Decreasing,Moderate,45481.05,Master’s Degree,6,4639,5672,1.89,76.31,USA,59.36
"Surveyor, mining",IT,Decreasing,Low,107078.92,Associate Degree,2,9687,7646,50.79,88.32,Canada,43.15
"Doctor, hospital",IT,Increasing,High,119131.99,PhD,17,1894,6267,49.45,16.48,Canada,56.97
Health and safety inspector,Education,Decreasing,Low,50063.18,Master’s Degree,8,5275,2758,55.59,17.46,UK,21.93
Therapeutic radiographer,Healthcare,Increasing,High,51406.7,Associate Degree,14,8541,4340,97.64,50.93,China,38.55
"Engineer, manufacturing systems",Entertainment,Increasing,Low,105094.91,Associate Degree,7,1661,9269,39.14,22.63,Brazil,34.65
"Engineer, site",IT,Decreasing,High,96429.47,Master’s Degree,10,4824,7015,84.1,86.38,Germany,30.45
"Engineer, water",Manufacturing,Decreasing,Moderate,87059.4,Master’s Degree,13,7224,905,67.06,87.89,Australia,56.45
Paramedic,Manufacturing,Increasing,High,91246.29,Associate Degree,9,9630,7547,3.89,29.61,Australia,36.59
Armed forces operational officer,Entertainment,Increasing,Moderate,140115.9,Bachelor’s Degree,1,7097,4932,97.65,82.1,UK,53.45
"Engineer, communications",Healthcare,Decreasing,High,66141.88,High School,11,7072,8630,48.32,36.6,Brazil,23.88
Minerals surveyor,IT,Increasing,Moderate,108671.78,Master’s Degree,3,9399,4314,57.2,39.17,Australia,31.47
Printmaker,Entertainment,Increasing,Moderate,66581.76,Master’s Degree,18,4413,1795,57.98,29.09,Germany,34.19
"Surveyor, commercial/residential",Transportation,Decreasing,High,33444.5,Associate Degree,4,2131,3044,63.93,19.88,India,48.22
Air broker,Healthcare,Increasing,High,128856.22,High School,20,9899,2385,55.53,58.98,Germany,26.81
Veterinary surgeon,IT,Decreasing,Moderate,31902.24,Associate Degree,4,1171,5637,27.65,99.22,China,52.78
Advertising account executive,Transportation,Increasing,Low,72122.34,PhD,5,7556,1258,58.98,63.87,India,31.16
"Engineer, maintenance",Entertainment,Increasing,Moderate,143855.91,PhD,18,4086,9560,19.71,37.74,India,38.58
Ecologist,Healthcare,Decreasing,High,40719.38,Bachelor’s Degree,5,5930,4863,64.35,13.69,Germany,48.57
Accommodation manager,Retail,Decreasing,Low,49031.14,Master’s Degree,11,9482,8256,95.28,0.32,Brazil,21.55
"Production designer, theatre/television/film",IT,Decreasing,High,44732.61,High School,3,1562,2808,20.11,88.8,USA,27.93
Environmental education officer,Entertainment,Increasing,Moderate,148630.79,High School,4,747,113,77.77,67.69,Germany,41.02
Race relations officer,Manufacturing,Increasing,Moderate,93641.75,Associate Degree,5,7673,3212,51.36,43.91,Australia,76.97
"Designer, television/film set",Entertainment,Increasing,Moderate,76174.22,PhD,20,2614,6560,30.43,27.52,USA,55.89
Phytotherapist,Education,Decreasing,High,34074.49,Bachelor’s Degree,0,550,562,94.92,82.95,Germany,55.36
"Solicitor, Scotland",Education,Increasing,High,50741.78,Master’s Degree,3,9558,8102,43.0,99.83,Australia,27.19
Teaching laboratory technician,Education,Increasing,Moderate,133117.86,Bachelor’s Degree,2,6381,4187,90.39,71.67,Germany,66.3
Occupational hygienist,Transportation,Decreasing,High,47847.84,High School,7,4275,2197,97.16,91.33,UK,47.58
Youth worker,Finance,Increasing,Low,129796.29,Bachelor’s Degree,11,1609,5162,31.24,41.51,USA,72.68
Claims inspector/assessor,Entertainment,Decreasing,Moderate,134318.92,Bachelor’s Degree,1,2860,493,4.9,6.66,Australia,30.21
Chiropractor,Healthcare,Increasing,Low,93482.84,PhD,2,7210,5005,78.36,57.93,China,74.54
"Designer, graphic",Education,Increasing,Moderate,81593.44,Master’s Degree,12,8438,9905,53.4,12.81,China,54.97
Trade union research officer,Entertainment,Decreasing,Moderate,110713.77,Associate Degree,4,6053,7799,22.44,64.92,Australia,65.23
Public librarian,Entertainment,Increasing,Moderate,109191.71,PhD,1,9917,2399,15.08,46.06,UK,56.88
Research scientist (life sciences),Retail,Increasing,High,60986.96,High School,2,386,2769,3.57,71.84,Australia,56.47
Optometrist,Manufacturing,Increasing,Moderate,48951.36,Master’s Degree,15,1284,4366,6.11,84.95,USA,35.19
"Teacher, secondary school",Healthcare,Increasing,Low,97350.94,High School,9,3978,4960,55.52,57.42,Canada,37.63
Water quality scientist,Manufacturing,Increasing,Moderate,33461.79,Associate Degree,13,990,1235,90.57,57.22,Brazil,69.3
"Engineer, maintenance",Transportation,Decreasing,Low,143631.45,Master’s Degree,19,4318,5147,97.83,40.96,Brazil,49.3
"Scientist, clinical (histocompatibility and immunogenetics)",Entertainment,Increasing,High,95575.36,Bachelor’s Degree,3,2113,6083,75.93,65.79,Canada,53.86
Financial controller,IT,Decreasing,Low,110101.68,High School,8,467,9051,51.17,91.06,UK,53.43
Architect,Retail,Decreasing,Low,89726.53,Master’s Degree,3,2895,2743,27.55,55.33,USA,41.29
"Clinical scientist, histocompatibility and immunogenetics",IT,Decreasing,Low,97178.32,Bachelor’s Degree,3,8962,3330,90.82,83.42,UK,36.93
"Therapist, horticultural",IT,Decreasing,Low,79948.58,Associate Degree,4,1203,3489,95.8,93.53,China,56.78
Health physicist,Healthcare,Decreasing,Moderate,83106.59,High School,6,4448,9213,89.5,9.15,Canada,27.39
"Conservator, furniture",Transportation,Decreasing,High,36686.56,PhD,12,1754,2074,97.14,93.5,Germany,75.19
Futures trader,Finance,Decreasing,Low,78232.39,PhD,4,119,1658,50.46,87.43,India,74.92
Farm manager,Transportation,Decreasing,Low,104881.77,Bachelor’s Degree,5,5495,7196,17.28,76.66,Canada,28.71
"Engineer, site",Manufacturing,Increasing,Low,145479.66,Associate Degree,2,9908,6684,73.61,17.98,Germany,62.32
Neurosurgeon,Education,Increasing,Moderate,100946.36,PhD,0,2949,6761,60.65,48.9,Germany,59.35
"Engineer, technical sales",IT,Increasing,High,64136.73,PhD,3,2914,438,34.7,60.15,UK,22.18
Tourism officer,Transportation,Decreasing,High,144937.32,Bachelor’s Degree,5,3778,4924,49.64,45.34,UK,42.01
Broadcast presenter,Transportation,Increasing,Low,94884.04,Bachelor’s Degree,20,1161,9339,15.95,52.57,Canada,24.9
Architectural technologist,Retail,Decreasing,High,73557.12,Bachelor’s Degree,5,7557,8656,30.63,44.69,USA,46.41
Biomedical scientist,Transportation,Increasing,Moderate,125458.73,High School,3,7099,6249,70.6,58.73,USA,36.51
Animator,Entertainment,Decreasing,Moderate,149112.98,High School,16,6443,308,87.52,39.05,Canada,42.89
Futures trader,Retail,Decreasing,High,42073.93,Associate Degree,17,349,6628,59.04,54.63,Brazil,41.47
Applications developer,IT,Decreasing,Low,66371.02,PhD,1,4313,1504,10.63,3.25,USA,63.27
"Producer, television/film/video",Transportation,Decreasing,High,141402.69,Master’s Degree,14,5502,8232,34.78,38.42,Brazil,65.64
Horticultural consultant,Education,Decreasing,Moderate,100693.36,Associate Degree,9,6355,2496,95.97,76.48,Brazil,73.67
Brewing technologist,Finance,Increasing,High,53110.22,Master’s Degree,4,2320,9608,33.82,33.51,Germany,70.27
"Conservation officer, historic buildings",Manufacturing,Decreasing,Moderate,98912.27,Master’s Degree,17,9302,1592,60.11,42.7,USA,22.17
Equality and diversity officer,Education,Increasing,High,69297.37,Master’s Degree,19,750,6476,47.04,37.76,Germany,68.44
Telecommunications researcher,Finance,Decreasing,Low,50902.05,High School,19,2490,1752,16.46,13.33,China,64.03
"Scientist, research (maths)",Transportation,Decreasing,High,117873.59,Master’s Degree,14,2072,464,90.49,5.31,Canada,38.19
Restaurant manager,Manufacturing,Increasing,High,133462.65,PhD,0,9746,3845,0.5,55.19,Canada,78.18
"Scientist, research (maths)",Healthcare,Decreasing,High,133614.26,Associate Degree,3,5006,5185,47.68,72.32,India,57.87
"Designer, graphic",Education,Increasing,High,97455.35,Master’s Degree,12,9321,4821,71.74,79.21,Brazil,59.46
"Copywriter, advertising",Retail,Decreasing,Moderate,62453.36,Master’s Degree,13,2096,2601,36.02,18.85,Australia,59.97
"Scientist, biomedical",Education,Decreasing,High,136632.75,Master’s Degree,19,5754,5710,64.41,66.81,Brazil,52.53
Telecommunications researcher,IT,Decreasing,High,80385.41,Associate Degree,1,8671,887,5.97,14.98,India,66.83
Immunologist,Healthcare,Increasing,Moderate,48268.31,Master’s Degree,9,4617,749,94.44,70.11,Brazil,66.48
Insurance account manager,Entertainment,Decreasing,Moderate,59416.26,Master’s Degree,9,8750,3894,92.76,54.87,Australia,40.57
Artist,Manufacturing,Increasing,Moderate,50618.13,Bachelor’s Degree,11,1391,7779,59.97,69.64,USA,46.11
"Psychologist, forensic",IT,Increasing,High,148513.93,Associate Degree,20,668,3235,49.18,92.41,Canada,69.07
Science writer,Entertainment,Decreasing,Low,125742.44,Associate Degree,7,4113,4603,30.82,2.26,India,59.92
Broadcast journalist,Finance,Increasing,High,119647.73,Associate Degree,8,5410,9176,63.45,26.76,UK,47.18
Occupational hygienist,Finance,Decreasing,High,145675.29,Bachelor’s Degree,6,385,1065,94.43,24.02,Canada,50.2
Civil Service administrator,Transportation,Increasing,High,148099.28,PhD,2,9466,3544,81.5,66.24,Germany,30.93
Site engineer,Education,Decreasing,High,137316.32,PhD,15,9400,4725,86.17,64.18,Australia,59.51
"Optician, dispensing",Manufacturing,Decreasing,Low,110398.7,PhD,1,154,5707,21.02,98.68,India,32.93
"Geologist, engineering",Retail,Increasing,Low,122083.51,Associate Degree,7,2322,3060,68.29,85.14,Germany,58.46
"Horticulturist, commercial",Finance,Decreasing,High,136912.55,PhD,16,941,7184,47.01,61.44,Brazil,42.53
Personnel officer,Entertainment,Increasing,Low,123483.37,Associate Degree,0,3693,6593,6.11,98.29,India,75.17
"Engineer, site",Entertainment,Decreasing,Low,60111.23,High School,13,2510,2396,73.98,96.12,India,38.45
Research scientist (maths),Finance,Increasing,Low,111273.26,Associate Degree,18,4184,3257,1.38,84.84,Canada,45.3
"Engineer, production",Retail,Decreasing,Moderate,109690.52,Bachelor’s Degree,11,2264,6488,77.7,96.73,Brazil,23.69
Radio producer,Entertainment,Increasing,Low,149205.73,PhD,10,8263,7393,11.23,34.3,Germany,69.71
"Buyer, retail",Entertainment,Increasing,Moderate,133632.48,High School,12,823,1321,22.24,35.3,UK,21.08
Chemical engineer,Manufacturing,Decreasing,Low,121590.6,PhD,15,5666,4359,36.38,90.78,Brazil,46.6
"Designer, multimedia",Entertainment,Increasing,High,48292.19,Bachelor’s Degree,20,6663,5038,69.99,91.03,UK,30.31
"Journalist, newspaper",Entertainment,Increasing,Moderate,63442.75,Bachelor’s Degree,5,7254,4660,46.14,88.49,USA,50.45
Theatre director,IT,Increasing,Low,116260.06,Bachelor’s Degree,8,2157,509,48.92,79.61,Canada,23.07
Astronomer,Entertainment,Decreasing,High,67697.09,PhD,17,7086,9112,29.35,77.17,UK,46.03
"Biochemist, clinical",IT,Increasing,High,95594.65,High School,2,8320,2621,92.83,68.33,Canada,64.76
Physiotherapist,IT,Decreasing,Low,31761.42,PhD,6,4105,5989,51.73,41.45,UK,32.1
Wellsite geologist,Education,Decreasing,Low,62278.88,Associate Degree,0,5083,7520,43.89,51.13,Canada,51.53
Site engineer,Entertainment,Increasing,High,57488.51,Associate Degree,11,5952,3173,25.97,36.04,China,36.81
"Designer, exhibition/display",Education,Increasing,Moderate,96335.44,PhD,16,3049,7469,16.35,36.56,Canada,68.17
Multimedia specialist,Healthcare,Increasing,High,33025.11,Associate Degree,7,8387,9049,91.84,40.12,Canada,57.78
Youth worker,IT,Decreasing,High,36352.97,Bachelor’s Degree,17,9424,8063,62.09,64.61,Canada,48.43
Health and safety inspector,Finance,Decreasing,High,59173.52,Associate Degree,18,1943,7055,70.26,68.99,USA,47.88
Science writer,Transportation,Decreasing,Low,142986.38,Master’s Degree,19,3036,8316,14.13,87.85,USA,79.3
Chartered public finance accountant,Transportation,Increasing,Moderate,56853.41,High School,7,5628,4515,88.59,48.14,USA,49.21
"Therapist, horticultural",Finance,Increasing,High,139568.82,High School,13,9452,1438,87.05,64.74,China,42.07
Scientific laboratory technician,Entertainment,Increasing,High,109871.78,Master’s Degree,8,7882,9613,51.97,13.68,China,64.41
"Scientist, clinical (histocompatibility and immunogenetics)",Manufacturing,Increasing,Low,87245.19,PhD,8,9210,6880,79.16,87.04,Brazil,58.91
Art gallery manager,Retail,Increasing,Low,134754.11,Master’s Degree,9,1408,2372,32.74,43.3,Canada,53.33
Geographical information systems officer,Retail,Decreasing,High,85648.13,High School,17,7304,8346,95.8,53.27,Brazil,39.7
Radio broadcast assistant,Entertainment,Decreasing,Moderate,91414.61,High School,17,2990,4040,52.95,29.2,Australia,32.92
"Radiographer, therapeutic",Retail,Decreasing,Low,86569.34,High School,10,9311,3298,59.95,15.11,China,49.89
Translator,IT,Decreasing,High,99067.22,Associate Degree,3,6699,9729,80.45,11.72,Germany,63.55
Professor Emeritus,Healthcare,Increasing,Moderate,96805.36,High School,13,2852,1343,33.11,7.81,Germany,39.31
Estate agent,IT,Increasing,Low,146844.98,Associate Degree,18,5968,5950,89.11,77.96,UK,25.83
Building services engineer,Healthcare,Decreasing,High,125478.74,Bachelor’s Degree,20,5501,6313,78.46,30.95,Canada,34.4
Writer,Transportation,Increasing,Low,149006.57,Master’s Degree,0,4351,2250,64.91,89.3,Germany,26.67
Horticultural therapist,IT,Increasing,Low,33000.99,Associate Degree,7,739,8753,56.74,92.22,Germany,74.68
Herpetologist,Healthcare,Increasing,Moderate,127612.72,Associate Degree,14,9896,9986,87.4,20.72,Australia,53.83
"Programmer, multimedia",IT,Decreasing,Low,104295.03,Associate Degree,10,187,8482,0.58,30.79,Canada,33.97
Special effects artist,Education,Decreasing,High,111837.77,Bachelor’s Degree,0,1489,8921,20.09,3.5,Germany,47.04
Medical secretary,Healthcare,Decreasing,High,59648.31,High School,15,7152,4716,94.95,19.07,UK,75.85
"Designer, ceramics/pottery",Retail,Increasing,Low,90043.69,High School,6,464,2588,27.14,58.83,Australia,22.99
Camera operator,Finance,Decreasing,High,138595.25,Associate Degree,6,9555,7623,29.75,69.06,India,51.57
Food technologist,Education,Increasing,Moderate,93041.92,High School,19,4573,7260,87.34,44.07,Canada,69.98
Land,Transportation,Decreasing,Low,59647.9,Master’s Degree,12,1303,4779,98.32,13.37,Canada,54.84
English as a second language teacher,Manufacturing,Decreasing,Low,126095.48,Master’s Degree,13,3010,3799,29.65,51.42,Australia,40.54
Cartographer,Retail,Increasing,Moderate,104964.62,Associate Degree,0,4593,4693,63.98,92.54,Australia,62.16
Optometrist,Healthcare,Decreasing,Low,109606.46,High School,7,7381,1071,30.31,12.13,Australia,28.86
"Administrator, Civil Service",Entertainment,Increasing,High,118983.04,High School,1,2640,6312,15.66,73.39,China,77.09
Occupational therapist,Retail,Decreasing,Moderate,105574.23,Bachelor’s Degree,16,2923,3181,21.6,56.58,China,30.32
Science writer,Entertainment,Decreasing,High,30761.04,PhD,3,3024,5269,99.33,70.99,India,56.2
Science writer,Finance,Decreasing,Moderate,119585.26,High School,18,2215,4718,15.63,91.34,USA,56.82
Forest/woodland manager,Retail,Decreasing,High,143051.19,Associate Degree,7,9618,7572,39.4,49.04,India,60.26
Arboriculturist,Finance,Increasing,Low,74445.13,High School,11,1574,7745,26.64,8.79,UK,29.32
"Teacher, early years/pre",Transportation,Decreasing,Moderate,108777.22,PhD,13,2918,3182,20.65,25.74,Canada,74.02
Forensic psychologist,Manufacturing,Decreasing,High,80732.33,Bachelor’s Degree,12,9272,5081,65.84,56.13,Germany,24.19
Water engineer,Education,Increasing,Low,49228.16,High School,5,8027,6076,43.96,26.37,Canada,61.43
Agricultural consultant,Transportation,Increasing,High,68135.49,PhD,11,7133,8762,0.4,95.73,USA,56.36
English as a foreign language teacher,Manufacturing,Increasing,High,45660.84,High School,17,2204,417,0.17,5.72,UK,48.62
"Teacher, English as a foreign language",Entertainment,Decreasing,High,35990.29,PhD,1,8167,5197,29.19,61.46,China,64.23
"Civil engineer, contracting",Entertainment,Decreasing,Low,103549.8,High School,7,1328,8115,62.6,61.23,India,28.42
Market researcher,Education,Decreasing,High,85053.14,Master’s Degree,19,3962,2693,4.03,34.07,Brazil,39.95
Paediatric nurse,Transportation,Decreasing,Low,67369.38,Associate Degree,1,8017,4615,30.95,11.08,Australia,32.43
Health and safety inspector,Transportation,Increasing,Moderate,102345.5,High School,11,225,3008,88.02,21.87,USA,49.41
"Therapist, speech and language",Education,Increasing,High,131193.32,High School,8,1826,6338,43.67,72.31,China,66.18
Health visitor,Retail,Decreasing,High,38417.6,High School,16,8124,6239,0.28,43.64,Canada,52.82
Chief Financial Officer,IT,Decreasing,Moderate,48484.76,Bachelor’s Degree,8,9679,3843,29.05,62.58,Canada,69.94
"Producer, radio",Transportation,Decreasing,Moderate,64337.15,High School,18,8789,5798,54.71,44.24,China,25.2
"Exhibitions officer, museum/gallery",Manufacturing,Decreasing,Low,34042.62,PhD,2,6229,826,40.34,40.17,Australia,33.05
"Surveyor, commercial/residential",Retail,Decreasing,Low,83556.49,Associate Degree,6,5012,2556,72.18,28.24,India,57.52
"Editor, film/video",Entertainment,Decreasing,Moderate,76215.91,Bachelor’s Degree,13,1697,2462,6.88,64.89,Germany,23.57
Water engineer,Healthcare,Decreasing,Moderate,96813.14,Associate Degree,11,3944,8358,91.88,15.72,UK,36.24
Hospital doctor,Manufacturing,Decreasing,Low,89127.6,Master’s Degree,4,1752,3282,51.05,89.88,Brazil,27.63
Dealer,Finance,Decreasing,High,43645.1,Associate Degree,4,6808,4690,16.77,50.31,Brazil,22.06
Garment/textile technologist,IT,Decreasing,High,76336.01,Master’s Degree,18,9283,5228,27.77,47.49,Germany,34.0
Product/process development scientist,Healthcare,Increasing,Low,50602.15,Master’s Degree,12,5075,2641,38.28,7.91,Brazil,46.26
Community pharmacist,Manufacturing,Decreasing,Low,147394.56,PhD,3,5998,2255,24.44,88.22,India,37.66
"Engineer, structural",Education,Increasing,Low,128235.01,PhD,20,4514,3885,87.06,11.55,USA,38.29
Office manager,Healthcare,Increasing,High,103052.09,Bachelor’s Degree,1,2775,3491,21.77,52.07,Canada,63.85
"Engineer, agricultural",Education,Increasing,High,139107.95,PhD,10,3938,5624,66.22,0.68,UK,34.04
Fitness centre manager,Finance,Increasing,High,138745.61,Bachelor’s Degree,9,9828,9648,94.91,61.87,Canada,43.22
"Civil engineer, contracting",Retail,Increasing,Moderate,136795.5,Master’s Degree,19,761,4218,4.13,35.83,Germany,75.92
Music therapist,Transportation,Decreasing,Moderate,69437.0,Bachelor’s Degree,19,6064,5218,84.0,45.89,USA,48.73
Electrical engineer,Healthcare,Decreasing,High,112792.94,PhD,11,4490,3688,3.89,31.63,UK,24.8
Environmental education officer,IT,Increasing,High,66827.32,PhD,11,2393,1672,86.91,31.81,Australia,57.3
Technical brewer,IT,Decreasing,High,131290.86,High School,4,6517,5201,3.94,68.85,Brazil,50.33
Community development worker,Finance,Increasing,Moderate,137492.86,Associate Degree,18,7003,2533,87.26,60.69,Canada,61.38
Media buyer,Manufacturing,Decreasing,Low,95364.56,Associate Degree,12,2567,4160,67.86,64.78,India,51.23
Volunteer coordinator,Education,Decreasing,Low,119280.72,Associate Degree,11,6698,6732,49.08,34.41,Australia,35.59
Trade mark attorney,Manufacturing,Decreasing,Moderate,121660.28,Master’s Degree,8,2608,3203,93.93,92.02,Australia,67.38
"Engineer, technical sales",Retail,Decreasing,Low,76309.08,Master’s Degree,8,5180,6442,68.67,60.82,Germany,32.33
Telecommunications researcher,Entertainment,Increasing,Moderate,71943.35,Associate Degree,13,6423,3171,5.99,90.43,Brazil,76.96
Health and safety inspector,Manufacturing,Increasing,Low,79948.46,Associate Degree,5,6550,1330,96.6,66.09,Germany,51.23
Civil Service fast streamer,Healthcare,Decreasing,High,139941.92,High School,13,3479,9471,27.53,69.07,UK,75.22
"Psychologist, educational",Finance,Increasing,Moderate,117700.43,High School,17,3524,6880,98.81,28.33,India,60.24
Theme park manager,Retail,Decreasing,Low,70218.1,PhD,9,9206,2351,79.51,19.87,Canada,63.96
"Nurse, children's",Education,Increasing,Moderate,82445.16,Associate Degree,17,8467,9092,35.37,11.43,Canada,50.99
Publishing rights manager,IT,Decreasing,Low,67351.92,PhD,13,471,4395,27.29,25.47,UK,55.72
"Teacher, English as a foreign language",Manufacturing,Increasing,High,49312.73,PhD,14,7036,476,13.92,93.42,India,78.07
"Scientist, water quality",Education,Increasing,High,59822.86,High School,16,5225,8026,66.03,49.19,Brazil,27.36
Product manager,Healthcare,Increasing,Moderate,88965.8,Master’s Degree,2,2215,7024,68.91,1.33,Brazil,22.09
Chartered management accountant,Finance,Decreasing,Moderate,91575.77,High School,8,8929,9314,72.42,71.18,Australia,59.41
Fisheries officer,IT,Decreasing,Low,61149.59,Bachelor’s Degree,0,172,8673,88.44,39.7,Germany,66.56
Armed forces training and education officer,Entertainment,Increasing,Low,39568.92,Master’s Degree,17,7436,9375,13.26,47.41,Australia,24.26
Industrial buyer,Transportation,Increasing,Low,97769.16,Master’s Degree,9,7983,1618,29.0,62.14,UK,72.18
Applications developer,Transportation,Decreasing,Moderate,53649.04,Associate Degree,0,9080,1574,28.51,29.79,China,21.28
International aid/development worker,Retail,Decreasing,High,92717.36,High School,13,6788,1475,81.41,18.31,Germany,79.05
Information systems manager,Education,Increasing,High,143017.0,High School,7,2878,3917,83.36,56.06,Australia,55.18
Accounting technician,Manufacturing,Increasing,Low,44865.6,Bachelor’s Degree,4,5467,1345,17.84,89.56,Germany,39.21
"Scientist, research (life sciences)",Transportation,Decreasing,Low,49680.24,Associate Degree,15,497,1559,56.29,37.21,Australia,27.95
Animator,Manufacturing,Decreasing,Moderate,116884.45,Bachelor’s Degree,19,5919,1462,59.09,31.63,Canada,43.64
Dietitian,Entertainment,Decreasing,Low,114710.49,Bachelor’s Degree,5,3355,4856,11.01,94.5,India,60.74
Barista,Entertainment,Decreasing,Low,84610.9,Master’s Degree,1,3982,5351,33.92,57.8,UK,79.09
"Engineer, materials",Education,Increasing,Low,37969.45,Associate Degree,8,5511,152,78.13,57.06,Brazil,58.42
Engineering geologist,Finance,Increasing,Moderate,114654.48,PhD,17,3724,8802,16.65,64.43,UK,22.74
Transport planner,Education,Increasing,Moderate,46630.53,High School,18,6783,749,81.06,55.71,UK,47.28
"Research officer, government",Finance,Decreasing,Moderate,39009.4,Bachelor’s Degree,13,8476,1834,24.74,16.82,China,67.98
Nutritional therapist,Manufacturing,Decreasing,Low,47073.09,Master’s Degree,13,1614,3903,42.62,28.38,Australia,38.87
International aid/development worker,Manufacturing,Decreasing,Low,95439.57,Bachelor’s Degree,19,7744,1320,85.93,35.27,Brazil,20.99
Lexicographer,Retail,Increasing,Low,106265.3,Associate Degree,10,4471,528,78.64,49.74,China,31.43
Oncologist,Education,Increasing,Moderate,130701.88,Associate Degree,11,6857,5013,47.7,76.75,Australia,32.91
"Horticulturist, commercial",Manufacturing,Decreasing,Moderate,110462.16,Associate Degree,12,1287,948,2.04,95.97,Germany,68.25
Private music teacher,Manufacturing,Increasing,Moderate,63385.13,High School,18,1548,8735,78.89,25.65,Canada,43.92
Museum/gallery curator,Retail,Decreasing,Moderate,82965.35,Bachelor’s Degree,15,3944,8628,22.42,65.93,India,75.25
"Accountant, chartered",IT,Increasing,Moderate,47596.71,PhD,0,4088,8779,83.63,66.29,UK,40.26
Cabin crew,Retail,Increasing,Low,32086.57,High School,20,8457,1273,40.35,48.51,China,54.56
Historic buildings inspector/conservation officer,Retail,Increasing,Low,52066.34,High School,15,5764,6431,43.73,88.46,UK,30.55
Chartered management accountant,Transportation,Decreasing,Low,131566.46,Associate Degree,20,462,4208,50.93,34.88,Brazil,29.03
Press photographer,Retail,Decreasing,High,47654.24,High School,0,8557,9535,75.64,14.27,Canada,30.33
Special effects artist,Transportation,Increasing,Moderate,72147.36,High School,19,2981,6272,58.35,37.18,Germany,35.86
Learning disability nurse,IT,Decreasing,High,128457.45,Master’s Degree,20,2734,8193,64.16,20.28,India,77.09
Learning disability nurse,Transportation,Increasing,Moderate,132312.44,Master’s Degree,1,2926,9434,99.81,67.17,Australia,25.11
Garment/textile technologist,Entertainment,Increasing,High,48603.16,Associate Degree,19,2114,5669,27.87,25.91,USA,55.29
"Accountant, chartered certified",Healthcare,Increasing,Moderate,135588.27,Bachelor’s Degree,16,9855,6819,71.98,53.61,India,31.68
Sub,Entertainment,Decreasing,Low,39232.63,Bachelor’s Degree,10,6526,9115,49.25,85.03,USA,61.26
Volunteer coordinator,Education,Increasing,High,106539.8,Associate Degree,6,1599,733,60.3,37.24,Germany,64.89
"Development worker, community",Finance,Decreasing,Low,85929.36,Bachelor’s Degree,18,1291,4929,21.51,39.78,UK,65.18
"Engineer, chemical",Transportation,Decreasing,Moderate,78817.61,Associate Degree,2,8879,3679,25.16,55.0,India,72.99
"Engineer, automotive",Healthcare,Increasing,Moderate,100236.28,Bachelor’s Degree,12,6186,612,0.06,98.1,USA,70.57
Theatre stage manager,Transportation,Increasing,High,87303.23,Master’s Degree,16,1166,3407,43.3,45.0,India,77.7
Public relations officer,Transportation,Increasing,High,112100.2,High School,6,9163,5385,41.69,99.42,Australia,67.72
Quarry manager,Retail,Decreasing,Moderate,37408.89,High School,19,5874,7188,0.72,83.27,Canada,77.07
Water engineer,Healthcare,Decreasing,High,109316.67,Associate Degree,5,7506,5781,26.11,80.13,Canada,35.72
Petroleum engineer,Transportation,Increasing,Moderate,45182.72,Master’s Degree,19,429,1277,97.78,98.39,USA,78.63
"Producer, television/film/video",IT,Increasing,Low,130894.5,PhD,17,6783,2223,45.7,88.57,Brazil,74.25
"Nurse, adult",Entertainment,Increasing,Low,143605.86,Master’s Degree,12,9781,1168,86.72,88.88,China,74.82
Television camera operator,Education,Decreasing,High,97902.23,Associate Degree,20,5217,6099,43.96,25.5,Canada,20.8
Charity fundraiser,IT,Decreasing,Low,49498.2,Master’s Degree,7,4032,8562,89.89,3.02,USA,25.27
Astronomer,Education,Decreasing,Low,82562.54,Master’s Degree,20,3371,6099,47.99,4.87,India,58.43
"Engineer, broadcasting (operations)",Healthcare,Decreasing,Moderate,73378.79,Bachelor’s Degree,16,9106,5457,84.67,79.66,Australia,30.56
TEFL teacher,Healthcare,Decreasing,Low,36345.69,Bachelor’s Degree,17,646,4753,66.54,86.53,Australia,23.05
Archivist,Entertainment,Increasing,Moderate,67006.6,PhD,15,8030,7958,25.55,76.8,Canada,55.74
Media planner,Entertainment,Decreasing,Low,90360.28,High School,7,8162,4281,22.16,26.49,Germany,41.9
Theatre stage manager,IT,Increasing,Low,93977.14,PhD,17,8672,4027,43.85,18.52,Australia,28.32
Higher education lecturer,Retail,Decreasing,High,123709.16,Bachelor’s Degree,18,3908,4509,47.29,25.57,Canada,36.15
Aeronautical engineer,Healthcare,Increasing,Moderate,122073.86,Associate Degree,1,6977,2279,7.17,60.84,Canada,64.86
Trading standards officer,IT,Increasing,High,43633.81,Master’s Degree,4,2447,782,16.23,14.69,Canada,70.92
Tourist information centre manager,Transportation,Increasing,Low,115572.83,Master’s Degree,17,7096,3211,18.54,59.77,Germany,59.07
"Journalist, magazine",Entertainment,Decreasing,Low,134003.61,High School,15,4425,1085,87.89,94.31,USA,26.56
Furniture designer,Retail,Increasing,High,101717.87,Associate Degree,13,4502,4529,37.47,57.96,Germany,20.46
Sports therapist,Healthcare,Increasing,High,75342.72,Master’s Degree,9,2500,4484,49.27,26.86,Australia,53.64
"Therapist, nutritional",Finance,Decreasing,High,40925.84,Bachelor’s Degree,8,9535,9810,6.05,52.07,Germany,77.29
"Surveyor, commercial/residential",Education,Increasing,Moderate,140948.31,Bachelor’s Degree,16,4997,8658,92.14,28.45,Germany,60.15
Gaffer,Manufacturing,Decreasing,Moderate,63841.26,Master’s Degree,18,3807,1828,88.56,26.87,Germany,43.2
Community arts worker,Manufacturing,Decreasing,High,134595.96,Bachelor’s Degree,12,9327,8624,2.86,78.15,Germany,20.15
"Librarian, public",Finance,Increasing,High,56280.84,High School,19,6670,8191,98.26,88.62,Germany,31.81
Chief of Staff,Retail,Decreasing,Moderate,45594.18,High School,18,9983,8693,83.53,54.31,USA,59.65
Legal secretary,Retail,Increasing,Moderate,59112.49,Associate Degree,10,8084,8205,70.96,33.9,USA,44.5
"Journalist, magazine",Finance,Decreasing,High,113261.54,Bachelor’s Degree,1,9932,3970,63.95,69.61,UK,52.7
"Producer, radio",Entertainment,Decreasing,Low,85651.46,Associate Degree,20,8257,7358,14.39,24.18,China,78.24
"Engineer, civil (contracting)",Entertainment,Decreasing,Moderate,86294.57,Associate Degree,7,3860,976,92.88,41.19,USA,77.39
Insurance risk surveyor,Retail,Decreasing,Low,112612.37,Bachelor’s Degree,7,5809,5128,12.91,0.87,Australia,65.95
"Designer, jewellery",Transportation,Decreasing,Low,56187.04,High School,7,6343,8234,92.78,94.12,Canada,51.93
Prison officer,Retail,Decreasing,Low,66434.94,PhD,20,9692,4643,4.5,8.7,Canada,34.7
Records manager,IT,Increasing,High,50655.25,Master’s Degree,4,3421,7435,4.61,92.23,UK,50.66
"Designer, interior/spatial",Education,Increasing,Low,146159.94,Bachelor’s Degree,1,2491,8947,84.19,4.98,UK,55.98
Automotive engineer,IT,Decreasing,High,74547.34,Master’s Degree,8,1042,2534,11.4,32.55,UK,22.05
"Engineer, site",Entertainment,Increasing,Moderate,42863.33,PhD,1,3074,4064,53.0,37.17,Canada,76.51
Production engineer,Entertainment,Increasing,High,34715.27,Master’s Degree,3,6126,9636,55.29,15.75,USA,78.72
Broadcast journalist,Transportation,Increasing,Moderate,127117.0,High School,4,5625,5841,40.25,45.93,Germany,66.61
Geophysical data processor,Entertainment,Increasing,Moderate,94996.63,Master’s Degree,7,6052,304,57.67,95.54,Canada,32.19
Television camera operator,IT,Increasing,High,31256.54,Associate Degree,9,9681,3200,41.26,81.08,Australia,57.2
Make,Transportation,Decreasing,Moderate,105289.23,PhD,4,5386,5027,36.23,43.11,Canada,73.03
Lawyer,Retail,Increasing,High,60641.35,Associate Degree,18,1479,2163,18.5,42.1,Brazil,59.65
Interior and spatial designer,Entertainment,Increasing,Moderate,148207.45,Master’s Degree,15,7319,5274,89.82,51.85,Germany,43.17
"Scientist, research (life sciences)",IT,Decreasing,Low,90201.99,Master’s Degree,15,5279,2488,3.43,21.74,Australia,38.81
Forensic psychologist,Finance,Decreasing,High,131269.26,Associate Degree,18,7223,8090,20.92,99.0,USA,54.48
Architectural technologist,Transportation,Decreasing,High,142976.98,High School,10,1024,4893,93.89,81.3,India,75.43
"Designer, industrial/product",Manufacturing,Decreasing,Low,79847.92,PhD,18,8725,4192,43.61,1.3,India,76.04
Furniture conservator/restorer,Manufacturing,Increasing,Low,78840.84,Associate Degree,15,9593,1222,55.65,85.4,Australia,56.73
Consulting civil engineer,Finance,Decreasing,Low,51010.07,High School,19,8295,6182,44.77,43.8,India,37.94
Ophthalmologist,Transportation,Decreasing,High,52927.39,Bachelor’s Degree,1,231,2960,24.46,27.16,Brazil,62.38
Barista,Transportation,Increasing,High,38922.72,PhD,5,1355,6574,66.35,91.31,USA,41.03
"Journalist, broadcasting",IT,Increasing,High,50385.81,High School,5,1917,9119,51.2,39.08,Brazil,73.46
"Designer, blown glass/stained glass",Healthcare,Decreasing,Low,113090.35,Bachelor’s Degree,12,1721,897,77.19,19.38,USA,78.37
Amenity horticulturist,Transportation,Increasing,High,143970.71,Master’s Degree,13,1379,1948,69.12,63.26,UK,65.73
Personal assistant,IT,Decreasing,High,102745.67,Associate Degree,11,525,8518,42.46,3.2,Canada,20.93
Museum education officer,Education,Decreasing,Low,123233.37,Bachelor’s Degree,8,136,732,8.19,55.97,USA,47.15
"Therapist, speech and language",Manufacturing,Decreasing,High,32069.41,Master’s Degree,0,581,8591,86.09,12.38,China,43.1
Music therapist,Manufacturing,Increasing,Low,111421.25,Master’s Degree,12,9126,3745,2.06,7.44,Canada,76.75
Fashion designer,Transportation,Increasing,Low,123166.41,Master’s Degree,15,312,555,2.09,78.18,USA,30.46
Dramatherapist,Manufacturing,Increasing,Low,144439.82,Bachelor’s Degree,6,9180,481,52.09,13.85,Canada,61.43
Air cabin crew,Healthcare,Decreasing,Moderate,75653.19,Master’s Degree,6,6833,118,32.92,83.59,Germany,21.55
Legal secretary,Manufacturing,Increasing,High,124124.77,High School,19,473,8095,71.29,18.93,China,37.58
Surgeon,Healthcare,Decreasing,Moderate,103301.29,Associate Degree,3,6906,3676,9.79,74.35,India,73.05
Technical sales engineer,IT,Increasing,Low,101956.06,High School,5,7844,5161,21.64,55.96,USA,61.8
Systems developer,Healthcare,Increasing,High,107629.48,Bachelor’s Degree,17,2887,1772,15.59,27.53,UK,39.24
Garment/textile technologist,Entertainment,Decreasing,Moderate,61615.75,Associate Degree,16,7382,9780,3.8,49.18,Canada,50.25
"Engineer, structural",Entertainment,Increasing,High,130054.06,Bachelor’s Degree,18,5085,5847,46.31,84.28,Canada,28.72
Furniture conservator/restorer,Finance,Increasing,Moderate,61559.85,Bachelor’s Degree,3,8563,213,41.08,73.04,Germany,76.24
Physiotherapist,Transportation,Increasing,Moderate,92324.41,High School,5,7329,8670,41.64,80.83,Canada,24.56
Sports coach,Healthcare,Increasing,Low,39812.53,Bachelor’s Degree,0,2994,7215,89.23,88.1,Brazil,48.35
"Psychologist, counselling",Healthcare,Decreasing,Low,92536.81,Master’s Degree,14,3043,9981,6.56,77.06,Germany,51.26
"Scientist, clinical (histocompatibility and immunogenetics)",Retail,Increasing,High,106831.95,Bachelor’s Degree,14,7389,9085,10.23,47.7,Germany,46.68
Theatre director,Transportation,Increasing,High,129715.42,High School,1,6877,8143,51.86,73.68,Brazil,72.32
"Engineer, agricultural",Finance,Increasing,Low,142014.94,High School,12,2163,6022,83.26,25.84,USA,51.23
Glass blower/designer,IT,Decreasing,Moderate,138518.75,Bachelor’s Degree,16,9539,5905,44.25,75.03,UK,57.56
"Journalist, newspaper",Education,Increasing,Moderate,84739.41,High School,12,3745,1062,72.52,24.31,Canada,38.72
"Teacher, secondary school",Healthcare,Increasing,High,73445.85,Bachelor’s Degree,0,5035,166,67.47,96.63,UK,77.16
Visual merchandiser,Retail,Decreasing,Low,54071.82,PhD,8,7679,7153,15.55,19.48,Australia,72.33
Dealer,Finance,Decreasing,Moderate,128239.4,High School,19,793,6756,20.48,22.75,China,70.96
Product designer,Healthcare,Decreasing,High,47413.97,Associate Degree,15,1794,3484,29.59,97.53,China,34.52
Health visitor,IT,Increasing,High,80466.85,Associate Degree,18,7643,1405,35.85,59.71,UK,60.93
Hydrographic surveyor,Education,Increasing,Low,79760.29,Bachelor’s Degree,10,3678,4849,11.62,2.05,China,57.6
Clinical research associate,Manufacturing,Decreasing,High,85809.81,PhD,20,5795,2056,83.7,97.14,Australia,77.26
"Designer, interior/spatial",IT,Decreasing,High,134415.87,Associate Degree,5,8305,3150,1.43,76.15,Australia,68.75
Higher education careers adviser,Manufacturing,Increasing,Low,74103.25,Master’s Degree,1,8538,9063,76.03,69.38,India,72.63
Probation officer,Transportation,Decreasing,Moderate,42104.69,Bachelor’s Degree,17,4071,6575,74.48,32.74,China,56.74
Make,Retail,Increasing,Moderate,42267.67,Bachelor’s Degree,16,6940,3732,57.45,85.35,India,67.22
Special effects artist,Manufacturing,Decreasing,High,144018.45,Bachelor’s Degree,13,7771,3560,87.59,25.98,Canada,51.01
Dealer,Entertainment,Decreasing,Low,31888.77,Bachelor’s Degree,11,2666,321,41.81,96.52,Germany,49.9
Minerals surveyor,IT,Decreasing,Moderate,41378.18,Master’s Degree,0,1107,3989,9.56,67.28,India,60.82
"Designer, television/film set",Manufacturing,Decreasing,Moderate,43531.9,Bachelor’s Degree,13,1284,7547,25.53,55.25,UK,21.27
Probation officer,IT,Decreasing,Low,68280.42,Master’s Degree,14,8605,912,38.89,32.38,Australia,26.47
Product manager,Retail,Increasing,Low,116061.15,PhD,16,7225,4420,17.99,32.75,China,56.4
Technical author,IT,Decreasing,Low,94943.18,PhD,17,167,5241,19.15,59.22,Canada,42.95
Air traffic controller,Finance,Increasing,High,118496.57,Master’s Degree,15,8478,9755,39.28,72.31,Brazil,36.43
"Surveyor, building control",Healthcare,Increasing,Low,101094.59,Associate Degree,10,226,5508,31.3,64.77,UK,67.4
"Social research officer, government",Healthcare,Increasing,High,100398.46,Master’s Degree,2,6267,6988,10.72,41.72,USA,67.8
Mental health nurse,Healthcare,Increasing,Low,148818.67,High School,2,1498,5181,22.94,4.63,Australia,77.05
"Designer, fashion/clothing",Transportation,Decreasing,Moderate,53391.25,Master’s Degree,7,458,6992,36.28,97.32,Brazil,31.11
"Designer, textile",Manufacturing,Increasing,Low,53873.12,PhD,10,7943,3219,88.6,12.4,Canada,69.95
"Therapist, art",Retail,Decreasing,Low,49500.96,Associate Degree,15,8814,437,32.29,59.84,USA,46.32
"Buyer, retail",Manufacturing,Increasing,High,78963.22,PhD,17,3734,3020,53.46,23.63,UK,29.09
"Engineer, site",Retail,Increasing,High,132935.18,Master’s Degree,7,8551,6703,27.75,71.31,Australia,54.28
"Engineer, control and instrumentation",Retail,Increasing,High,32225.8,High School,5,5038,4969,51.95,84.39,Australia,39.84
Ambulance person,Retail,Increasing,Moderate,119275.11,Master’s Degree,15,5903,4805,8.64,65.67,USA,67.55
Information systems manager,Transportation,Decreasing,Moderate,97264.39,High School,18,9938,690,10.56,91.02,Brazil,58.96
"Administrator, charities/voluntary organisations",Transportation,Increasing,Low,82642.57,Associate Degree,15,6332,126,5.44,97.05,Germany,36.49
"Administrator, sports",Healthcare,Increasing,High,130810.46,PhD,1,4179,9147,13.05,34.75,UK,61.16
Sub,Education,Increasing,Low,144048.65,High School,18,9481,3210,59.44,26.65,China,62.77
Minerals surveyor,Manufacturing,Decreasing,Moderate,134112.94,Associate Degree,20,2109,1991,90.05,54.44,China,54.8
Clinical embryologist,Transportation,Decreasing,High,37243.21,PhD,17,2925,5665,16.12,48.2,Australia,72.37
"Engineer, chemical",IT,Decreasing,High,97878.98,Bachelor’s Degree,20,4463,1482,38.65,98.49,USA,76.28
Health visitor,IT,Increasing,Low,148129.05,Master’s Degree,20,9115,1606,75.07,75.05,UK,44.86
"Psychotherapist, dance movement",Transportation,Decreasing,High,127076.02,Associate Degree,12,1177,6355,39.7,89.29,UK,56.06
"Research officer, government",Entertainment,Increasing,Moderate,32854.35,Master’s Degree,7,4171,2071,92.59,19.71,Canada,77.84
"Teacher, secondary school",Transportation,Increasing,Low,145902.25,Associate Degree,19,3917,5061,64.65,26.14,China,54.42
Jewellery designer,IT,Increasing,Moderate,136706.09,Master’s Degree,7,108,9461,75.51,93.06,India,68.32
Network engineer,IT,Decreasing,Moderate,144952.78,Master’s Degree,13,6048,8905,24.59,55.32,UK,37.13
"Merchandiser, retail",Education,Increasing,Low,108014.83,High School,7,5622,9466,93.9,18.51,India,64.3
Tax inspector,IT,Decreasing,Low,57331.67,Bachelor’s Degree,19,2936,7757,30.92,33.24,India,27.58
Patent attorney,Manufacturing,Increasing,High,68268.77,Master’s Degree,0,601,273,72.27,95.91,USA,57.29
Magazine journalist,Finance,Decreasing,Low,109445.74,Master’s Degree,8,6875,7127,84.81,50.45,UK,53.23
Commercial horticulturist,Manufacturing,Increasing,Moderate,108206.74,PhD,6,1083,8661,89.69,54.98,Canada,44.27
Field seismologist,Education,Increasing,High,56687.49,PhD,16,3735,381,5.81,63.53,Australia,68.02
Mudlogger,IT,Decreasing,High,117974.23,Bachelor’s Degree,19,789,8231,61.69,88.98,USA,31.1
"Designer, textile",Retail,Increasing,Moderate,79311.62,PhD,12,4112,9912,7.42,84.21,UK,43.65
"Engineer, aeronautical",Healthcare,Increasing,High,69863.34,High School,6,9223,2982,62.13,53.59,USA,28.11
"Conservator, museum/gallery",Manufacturing,Increasing,Moderate,62338.04,High School,15,9391,3180,99.87,71.95,Germany,74.94
Maintenance engineer,Education,Increasing,High,111250.07,PhD,10,6768,2910,60.69,50.95,China,52.22
"Sound technician, broadcasting/film/video",Transportation,Increasing,High,43794.17,High School,9,9981,8417,82.73,59.51,China,49.92
Chief Strategy Officer,Retail,Increasing,High,111087.68,Bachelor’s Degree,11,9443,6327,35.89,90.85,UK,52.74
"Engineer, chemical",Healthcare,Increasing,Moderate,94579.33,Bachelor’s Degree,14,7641,4759,95.85,58.84,Brazil,66.22
Financial controller,Healthcare,Decreasing,Low,113924.78,Master’s Degree,19,6461,2034,46.25,73.61,USA,39.79
Proofreader,Entertainment,Increasing,High,115952.37,Associate Degree,3,6395,3854,84.85,95.69,China,63.26
"Scientist, biomedical",Entertainment,Increasing,High,131791.6,Bachelor’s Degree,13,2228,3470,11.49,16.32,China,60.53
Surgeon,IT,Increasing,Low,60205.76,PhD,0,485,8772,0.18,77.67,China,69.26
Charity fundraiser,Healthcare,Increasing,Low,102152.37,High School,16,9443,9890,98.38,21.37,USA,56.82
"Education officer, environmental",IT,Increasing,Moderate,37011.53,Associate Degree,1,5797,9038,69.31,67.58,Brazil,28.05
"Teacher, music",Finance,Increasing,High,143218.26,Bachelor’s Degree,19,6072,3577,14.94,53.11,Brazil,42.05
Energy manager,Education,Decreasing,Low,76818.14,High School,11,4786,2498,66.39,18.08,USA,50.37
Art gallery manager,Transportation,Increasing,Moderate,105117.55,Master’s Degree,9,8240,6866,81.65,1.37,China,62.33
Writer,IT,Increasing,Moderate,119793.03,PhD,9,5455,7703,88.35,3.04,USA,62.73
Chiropractor,IT,Decreasing,High,35376.63,PhD,14,7974,639,82.27,8.39,Australia,69.49
Hydrologist,Transportation,Decreasing,Low,52596.3,Master’s Degree,11,2652,3383,33.28,60.19,UK,66.45
Personnel officer,Healthcare,Increasing,Moderate,84049.77,Bachelor’s Degree,6,9014,4170,16.98,7.35,USA,34.85
Farm manager,Manufacturing,Increasing,Moderate,116786.27,PhD,6,2438,7844,3.91,45.84,Brazil,71.33
"Scientist, research (medical)",Education,Increasing,High,34903.78,Master’s Degree,19,2195,3353,63.7,63.69,UK,72.14
Education administrator,Transportation,Increasing,High,32855.57,Associate Degree,0,1153,9867,43.71,58.41,UK,54.56
Dietitian,Transportation,Increasing,High,86778.44,Bachelor’s Degree,9,5607,2046,14.31,81.67,Australia,76.79
Education administrator,Healthcare,Increasing,Moderate,123361.61,Master’s Degree,5,7704,6408,50.62,52.68,India,63.36
Estate agent,Manufacturing,Increasing,Low,141360.77,Bachelor’s Degree,2,3390,837,13.51,6.74,China,64.29
Education administrator,Transportation,Decreasing,Moderate,33159.3,High School,10,2139,957,34.25,54.21,China,66.27
Travel agency manager,Retail,Increasing,Moderate,69456.9,Associate Degree,11,6352,3988,53.21,90.68,China,73.8
Financial planner,Manufacturing,Decreasing,Moderate,142817.57,High School,1,7193,8334,40.89,96.58,UK,49.51
Public affairs consultant,Manufacturing,Increasing,Moderate,135621.65,Bachelor’s Degree,12,6225,8458,9.47,47.8,China,78.39
"Engineer, maintenance",Manufacturing,Decreasing,Low,37377.39,High School,3,8537,4512,73.58,61.47,Brazil,54.8
International aid/development worker,Retail,Increasing,High,108260.03,Associate Degree,4,182,9637,20.86,89.71,Germany,38.27
Leisure centre manager,Healthcare,Decreasing,Moderate,128434.44,Bachelor’s Degree,2,7323,3787,36.21,27.43,Australia,38.05
Garment/textile technologist,Education,Decreasing,High,144990.13,PhD,19,877,8709,31.93,17.77,Germany,56.49
Market researcher,Healthcare,Increasing,Low,30916.32,Associate Degree,4,6271,9650,34.96,4.84,China,24.74
Interpreter,Transportation,Decreasing,High,141846.76,Bachelor’s Degree,14,518,6903,83.29,77.03,UK,56.41
Immigration officer,Education,Decreasing,High,61301.73,PhD,14,8616,3166,20.33,78.57,Germany,38.36
Web designer,Entertainment,Increasing,Moderate,91779.32,High School,3,8726,5966,83.09,64.48,UK,70.86
Secondary school teacher,IT,Increasing,Moderate,113317.2,PhD,19,6266,2202,15.63,58.28,India,51.15
Photographer,Retail,Decreasing,High,37754.83,High School,1,6147,7110,8.51,67.61,Germany,20.57
"Research officer, political party",Retail,Increasing,Low,58785.6,Bachelor’s Degree,7,3709,4770,77.6,29.6,USA,58.86
Pharmacologist,Finance,Increasing,High,61529.46,Associate Degree,18,8001,8470,53.52,20.08,India,67.28
IT sales professional,Entertainment,Increasing,Low,97288.35,Associate Degree,17,6301,5009,65.67,48.36,Australia,24.5
Dealer,Retail,Increasing,High,140303.96,PhD,11,722,619,94.42,98.9,Canada,71.41
Corporate treasurer,Finance,Decreasing,Low,62112.08,PhD,1,403,5107,94.73,98.17,Brazil,37.22
Statistician,IT,Decreasing,Low,128345.42,High School,19,4658,8248,50.42,93.51,Canada,73.61
Records manager,IT,Increasing,Moderate,67373.5,Bachelor’s Degree,19,3783,563,25.07,20.13,USA,58.58
Sports therapist,Healthcare,Increasing,High,85913.61,PhD,1,9779,8416,7.26,43.64,China,59.26
Forensic scientist,Education,Decreasing,Low,38149.55,Master’s Degree,10,8768,9797,10.07,49.65,China,68.6
Operational investment banker,Retail,Increasing,High,140193.93,High School,5,2537,9833,20.39,12.2,UK,55.9
Sub,Finance,Increasing,Moderate,127247.77,High School,13,7718,3500,57.04,81.37,India,67.44
Magazine journalist,IT,Increasing,Low,82575.79,Bachelor’s Degree,4,667,4012,86.67,58.26,Germany,79.74
"Production designer, theatre/television/film",Entertainment,Decreasing,Moderate,49651.99,Bachelor’s Degree,18,8372,8306,0.45,30.88,Brazil,43.42
"Engineer, production",Transportation,Increasing,Moderate,148929.74,Master’s Degree,2,7579,8235,49.31,33.56,Germany,52.36
Forest/woodland manager,Education,Decreasing,High,47021.3,Master’s Degree,17,2322,2755,30.78,60.08,Australia,26.67
Corporate treasurer,Healthcare,Decreasing,Moderate,118602.08,Bachelor’s Degree,5,576,322,64.41,29.68,India,72.6
"Geneticist, molecular",Education,Increasing,Moderate,102115.81,Bachelor’s Degree,2,1255,6507,77.5,51.03,Australia,68.46
"Editor, commissioning",Transportation,Increasing,Low,98585.07,Bachelor’s Degree,17,8994,359,96.35,34.85,Canada,25.86
Fashion designer,Transportation,Decreasing,Moderate,30337.54,Bachelor’s Degree,7,9222,4951,22.48,50.53,India,64.52
Dealer,Education,Decreasing,Low,54195.64,High School,4,8201,1630,37.25,91.37,Australia,47.61
Sports administrator,Entertainment,Decreasing,High,69670.91,PhD,3,7269,4497,94.51,66.13,USA,24.38
"Exhibitions officer, museum/gallery",Manufacturing,Decreasing,High,97652.48,High School,6,1383,8672,3.33,40.34,India,41.53
"Accountant, chartered management",Manufacturing,Increasing,High,145811.33,Master’s Degree,17,5568,8041,50.05,74.21,Australia,48.0
"Therapist, nutritional",Manufacturing,Increasing,Moderate,136770.18,High School,10,676,7892,80.47,90.82,Brazil,71.77
Careers adviser,Manufacturing,Decreasing,High,36630.35,High School,9,4112,2863,37.0,71.64,China,52.38
Learning disability nurse,Manufacturing,Increasing,High,94117.94,Associate Degree,9,182,5798,92.53,57.65,Germany,75.29
"Teacher, special educational needs",Retail,Decreasing,Low,136902.85,Associate Degree,8,1303,8011,85.26,51.55,China,20.96
Musician,Healthcare,Increasing,High,127705.98,Bachelor’s Degree,9,9626,9191,11.87,9.7,India,37.59
Occupational therapist,Transportation,Increasing,High,93296.71,PhD,18,4696,7543,44.57,64.9,Germany,23.52
Administrator,Finance,Decreasing,Low,49375.96,Associate Degree,15,9009,3808,36.81,91.24,Canada,52.59
"Therapist, nutritional",Healthcare,Decreasing,High,109976.17,Associate Degree,1,2727,8482,18.83,40.98,India,25.91
Web designer,Manufacturing,Decreasing,Low,61943.43,Bachelor’s Degree,10,7844,6470,88.36,70.95,Germany,50.6
Travel agency manager,Education,Decreasing,Low,83572.34,PhD,20,1681,1177,98.15,34.5,China,48.36
Sports therapist,Manufacturing,Increasing,Low,65823.12,Bachelor’s Degree,0,6477,3179,91.35,6.89,Australia,55.16
Multimedia programmer,Education,Decreasing,Low,69930.92,Bachelor’s Degree,2,5079,2783,47.12,24.18,UK,68.05
Careers information officer,Transportation,Increasing,High,77855.29,Associate Degree,5,868,6687,99.56,11.43,Australia,30.8
"Engineer, materials",Healthcare,Increasing,High,78745.59,PhD,3,5309,9957,3.61,44.54,India,25.66
Surgeon,Entertainment,Decreasing,High,132714.1,Associate Degree,7,4706,9423,44.18,83.69,UK,75.59
"Engineer, drilling",Finance,Increasing,High,51277.46,Bachelor’s Degree,14,3563,6192,21.64,22.7,Germany,50.97
Patent attorney,Transportation,Decreasing,Moderate,50641.85,PhD,20,2326,2391,3.63,35.02,Canada,39.39
Interpreter,Retail,Increasing,Low,78588.84,Master’s Degree,16,9120,1908,20.69,54.81,Australia,26.66
Magazine features editor,Transportation,Increasing,High,146337.96,Associate Degree,6,8635,926,84.98,37.02,Canada,50.0
Legal secretary,Healthcare,Increasing,High,33946.27,PhD,18,2546,9830,9.24,8.86,China,33.21
Waste management officer,Manufacturing,Increasing,High,145879.37,High School,0,3295,9727,36.54,9.3,India,78.63
Advertising account planner,Entertainment,Increasing,High,141629.21,PhD,14,3231,9165,14.1,26.89,USA,39.0
Geochemist,Transportation,Decreasing,Low,109917.81,Master’s Degree,13,8891,5500,80.77,90.9,India,37.05
Medical physicist,Transportation,Increasing,Low,149997.75,PhD,8,5940,4583,43.76,45.86,Australia,64.77
Geophysicist/field seismologist,Healthcare,Increasing,Moderate,69031.12,PhD,12,3201,3217,38.87,11.04,UK,69.3
"Conservation officer, historic buildings",Healthcare,Decreasing,Moderate,139092.69,Bachelor’s Degree,20,6730,2163,96.99,25.7,Canada,47.57
Occupational psychologist,Retail,Decreasing,Moderate,74679.04,Bachelor’s Degree,5,1374,7428,22.69,37.77,Brazil,62.83
Amenity horticulturist,Retail,Increasing,Moderate,85508.63,High School,2,435,1648,87.45,20.39,Germany,76.18
"Surveyor, building control",Healthcare,Increasing,High,47054.38,Bachelor’s Degree,20,9391,3832,59.05,63.3,Canada,74.96
"Surveyor, building",Finance,Decreasing,Moderate,147839.53,Master’s Degree,1,6094,7532,55.14,48.17,USA,79.66
"Psychologist, counselling",Finance,Decreasing,High,79886.7,PhD,16,4704,1319,35.22,88.42,India,64.4
Public house manager,Finance,Decreasing,Moderate,127330.29,PhD,13,1233,8676,73.07,12.51,Australia,57.42
Speech and language therapist,IT,Increasing,Low,76939.27,Bachelor’s Degree,9,2551,2469,27.77,85.2,USA,36.76
Geoscientist,Retail,Increasing,High,78080.02,Master’s Degree,10,4951,4980,36.57,19.6,Brazil,41.05
"Engineer, land",Finance,Decreasing,High,103890.36,Associate Degree,10,6055,6668,93.07,81.82,China,63.23
"Pilot, airline",Finance,Decreasing,High,43086.93,Master’s Degree,2,1715,660,78.47,8.05,India,74.73
Theatre director,Entertainment,Decreasing,High,133563.88,High School,11,1978,9945,55.09,56.95,Australia,31.76
Toxicologist,Retail,Increasing,Low,90663.49,High School,6,9127,6249,59.81,38.29,Australia,42.47
"Restaurant manager, fast food",Finance,Decreasing,Moderate,33826.23,High School,20,2488,5687,77.33,82.94,India,49.34
Training and development officer,IT,Decreasing,Moderate,41744.34,High School,7,4429,6608,64.59,38.99,Australia,39.77
Radio broadcast assistant,Manufacturing,Increasing,High,119012.26,Bachelor’s Degree,19,6988,8087,55.85,87.8,Germany,48.09
"Programme researcher, broadcasting/film/video",Entertainment,Increasing,High,33181.45,PhD,9,2352,856,85.51,68.87,China,39.09
"Psychotherapist, child",IT,Decreasing,Moderate,93784.26,Master’s Degree,3,1617,2075,91.47,29.24,China,58.41
Human resources officer,Entertainment,Increasing,Moderate,56625.59,Master’s Degree,18,5836,2163,64.24,91.54,China,52.67
Consulting civil engineer,IT,Decreasing,High,139593.02,Bachelor’s Degree,11,4796,6900,96.86,42.76,Canada,78.85
IT technical support officer,Healthcare,Increasing,High,93638.45,PhD,17,9759,3307,90.56,7.73,Canada,21.2
Electronics engineer,Healthcare,Decreasing,High,84835.56,PhD,3,7457,2501,88.47,21.2,China,51.78
"Lecturer, further education",Retail,Decreasing,High,55129.13,Bachelor’s Degree,17,8327,8932,31.97,98.67,Germany,21.72
Facilities manager,Finance,Decreasing,Low,57175.17,Master’s Degree,9,5732,2603,76.67,21.78,Australia,48.81
Event organiser,Transportation,Increasing,High,115038.96,Associate Degree,8,8932,9790,41.15,84.63,India,35.35
Air traffic controller,Entertainment,Decreasing,Moderate,87740.13,Bachelor’s Degree,11,3806,2988,55.93,64.71,China,20.5
Historic buildings inspector/conservation officer,Healthcare,Increasing,High,32417.0,Associate Degree,18,755,5219,3.54,52.79,USA,39.12
"Nurse, children's",Retail,Increasing,High,99382.69,Bachelor’s Degree,5,5423,2638,2.11,95.56,Canada,34.8
Automotive engineer,Healthcare,Decreasing,Low,103116.86,Master’s Degree,7,8266,4994,47.98,74.74,UK,60.76
Pathologist,Manufacturing,Increasing,High,65669.6,High School,12,7246,816,12.69,25.61,Australia,55.2
"Psychologist, educational",Retail,Decreasing,Moderate,140668.92,PhD,2,382,1426,10.8,63.8,USA,78.6
"Sound technician, broadcasting/film/video",Manufacturing,Increasing,Low,64401.97,Bachelor’s Degree,0,8337,4425,27.24,22.15,Australia,65.58
Multimedia specialist,Transportation,Decreasing,High,94505.84,High School,7,7527,9149,89.3,9.45,China,24.2
Chemical engineer,Finance,Decreasing,Moderate,132763.94,Master’s Degree,12,3687,7744,86.89,84.0,Australia,61.28
Curator,Education,Increasing,High,144834.05,Associate Degree,7,7524,2299,6.48,10.28,Canada,23.46
Accounting technician,Retail,Decreasing,Low,113204.48,Bachelor’s Degree,14,9573,1735,3.58,26.52,UK,37.63
"Engineer, energy",Transportation,Increasing,Moderate,49375.8,Bachelor’s Degree,3,8569,3889,90.97,32.8,Germany,46.92
Restaurant manager,Manufacturing,Increasing,Moderate,39495.2,Associate Degree,7,6660,4079,17.63,48.94,Brazil,51.82
Historic buildings inspector/conservation officer,Transportation,Decreasing,High,57101.42,Bachelor’s Degree,20,9331,9343,20.08,80.75,Australia,72.38
Chiropodist,Transportation,Increasing,High,101209.84,Associate Degree,2,8457,4591,22.93,32.16,Australia,50.92
Best boy,Manufacturing,Increasing,Low,117183.86,High School,13,104,4495,17.41,76.5,Australia,39.05
Agricultural engineer,IT,Decreasing,High,116688.69,Associate Degree,20,2564,8932,86.49,92.88,India,33.55
Stage manager,Entertainment,Increasing,Moderate,53731.17,Bachelor’s Degree,12,6868,3453,3.72,88.68,UK,57.27
"Research officer, trade union",IT,Increasing,Moderate,46841.91,PhD,14,3946,7119,43.31,82.79,India,20.32
"Civil engineer, contracting",Finance,Increasing,High,64199.04,Associate Degree,14,555,8220,59.54,61.18,USA,56.3
Accounting technician,Transportation,Decreasing,High,89430.84,PhD,11,1439,8243,28.47,44.49,USA,27.62
Structural engineer,IT,Increasing,High,68793.29,High School,11,9130,1569,23.64,40.82,India,39.28
Garment/textile technologist,Manufacturing,Decreasing,High,118144.51,High School,5,108,6519,30.22,83.4,India,38.96
Set designer,IT,Increasing,Low,94819.35,Bachelor’s Degree,5,7788,7975,77.18,93.58,Brazil,39.33
Chief Financial Officer,Entertainment,Decreasing,Moderate,60293.44,Bachelor’s Degree,16,2659,6784,46.17,9.39,USA,31.05
Architect,Education,Increasing,High,47022.33,Associate Degree,20,7657,2698,4.56,96.22,Canada,55.7
"Psychotherapist, child",Manufacturing,Increasing,Moderate,67686.07,Bachelor’s Degree,14,2793,6702,37.98,39.8,Australia,51.93
"Journalist, magazine",Finance,Decreasing,Low,114849.45,PhD,7,5371,5585,96.27,46.44,China,74.16
Trading standards officer,Manufacturing,Decreasing,Low,131947.02,PhD,11,2636,3984,41.15,86.63,USA,57.59
Actuary,Finance,Decreasing,High,128345.33,PhD,7,1279,7361,57.98,58.88,USA,30.92
Health service manager,Finance,Decreasing,Moderate,53146.15,Associate Degree,16,8640,2177,36.5,64.71,Germany,75.2
"Teacher, primary school",Entertainment,Increasing,Moderate,109710.52,High School,16,2416,7905,79.06,84.99,China,55.3
Multimedia programmer,Transportation,Decreasing,High,58246.87,High School,15,9427,1619,93.22,59.22,Germany,75.77
Science writer,Entertainment,Decreasing,High,140574.79,PhD,15,8158,7701,13.4,68.22,Germany,65.23
"Surveyor, building control",Education,Increasing,Moderate,108753.34,Bachelor’s Degree,16,1605,4557,76.3,52.45,USA,71.22
Civil Service fast streamer,Manufacturing,Increasing,High,65034.04,Bachelor’s Degree,15,2490,9307,62.57,90.29,UK,61.4
Sales promotion account executive,Entertainment,Increasing,High,56386.6,Master’s Degree,5,8442,9989,19.9,10.41,China,43.36
Hydrogeologist,Retail,Increasing,Low,123476.42,Bachelor’s Degree,8,413,8099,25.34,70.3,Brazil,38.08
Tourist information centre manager,IT,Decreasing,High,99464.15,Associate Degree,17,157,4620,3.03,87.17,Brazil,47.63
Ophthalmologist,Retail,Decreasing,Moderate,108280.12,Bachelor’s Degree,7,426,5596,78.87,28.87,UK,76.29
Planning and development surveyor,Education,Increasing,Low,79116.65,PhD,9,1018,1712,0.38,32.02,China,52.57
Advice worker,Transportation,Decreasing,Moderate,48467.46,Bachelor’s Degree,16,8281,5631,22.3,99.87,India,75.49
Theatre stage manager,Manufacturing,Decreasing,Moderate,109775.27,PhD,19,5066,8757,87.81,63.34,Germany,55.58
Trading standards officer,Finance,Increasing,Moderate,73020.53,Associate Degree,13,5516,2984,89.61,36.35,Australia,60.22
Advertising account planner,Education,Decreasing,High,84147.48,Bachelor’s Degree,12,854,2320,64.23,71.92,India,48.89
Media planner,IT,Decreasing,High,94481.08,PhD,1,346,9470,84.71,57.56,UK,30.98
Occupational hygienist,Transportation,Decreasing,Low,72777.1,Master’s Degree,3,1390,9570,91.69,65.05,Canada,59.86
"Engineer, maintenance",Education,Decreasing,Low,90158.4,Associate Degree,15,5455,1437,30.04,13.43,USA,54.45
Psychiatric nurse,Retail,Increasing,Low,114522.76,High School,9,5790,5464,48.1,77.33,China,79.3
Ecologist,Manufacturing,Increasing,Low,89577.79,Bachelor’s Degree,9,2447,9394,69.99,4.48,Australia,26.1
"Education officer, museum",Retail,Increasing,High,135751.16,Bachelor’s Degree,20,3132,6118,80.61,31.44,USA,60.63
Field trials officer,Healthcare,Decreasing,Moderate,115820.04,PhD,10,950,4590,34.0,5.96,India,49.22
Animal nutritionist,Finance,Increasing,Low,71900.61,High School,12,3454,5505,29.46,57.3,Germany,25.28
Early years teacher,Education,Increasing,Moderate,48850.9,Associate Degree,20,6699,7231,58.19,44.16,Australia,67.57
"Surveyor, insurance",Retail,Increasing,Moderate,130621.33,High School,18,8983,1542,95.54,2.42,USA,26.38
Paramedic,Retail,Decreasing,Low,96870.27,PhD,4,3133,9702,89.56,5.7,Australia,68.58
Art therapist,Healthcare,Decreasing,Moderate,147069.03,PhD,16,253,3695,24.44,68.82,USA,60.4
Bonds trader,Retail,Decreasing,Moderate,100044.15,High School,4,1350,8022,77.94,85.03,Australia,79.61
Insurance risk surveyor,Manufacturing,Increasing,Low,54018.94,Master’s Degree,6,2636,7043,97.99,67.17,China,47.22
Quality manager,IT,Decreasing,Moderate,95159.4,Master’s Degree,19,4855,9291,2.6,75.83,Germany,74.67
Building surveyor,Manufacturing,Increasing,High,131317.1,Associate Degree,1,1715,3219,33.95,1.53,UK,69.83
"Editor, magazine features",Finance,Increasing,High,83436.54,Associate Degree,5,956,1497,80.46,40.51,Brazil,21.7
Clothing/textile technologist,Entertainment,Increasing,High,69021.79,Associate Degree,13,3932,2903,24.24,4.94,Germany,55.06
Administrator,Entertainment,Increasing,High,69003.77,PhD,7,5237,3492,97.07,90.2,USA,24.48
"Nurse, children's",Retail,Increasing,Moderate,87136.42,High School,13,7949,8611,14.51,91.81,UK,40.2
Land/geomatics surveyor,IT,Increasing,Moderate,130089.44,PhD,17,7450,3059,35.71,59.5,Canada,55.8
Product/process development scientist,Manufacturing,Decreasing,Low,53824.11,Bachelor’s Degree,16,7171,8062,92.07,92.17,USA,49.5
Dance movement psychotherapist,Manufacturing,Decreasing,Moderate,73775.08,High School,11,5389,3157,46.77,38.78,India,59.67
Planning and development surveyor,Manufacturing,Decreasing,High,59841.08,Associate Degree,8,3301,3632,31.75,26.98,USA,69.27
Building surveyor,Entertainment,Increasing,Moderate,105467.19,Associate Degree,5,4687,544,71.49,27.19,China,44.22
Hospital doctor,Finance,Decreasing,Low,48484.95,Associate Degree,7,9759,6482,65.47,12.8,Germany,70.32
"Conservation officer, nature",IT,Decreasing,Moderate,95427.28,Associate Degree,16,4204,8742,30.16,68.98,Germany,70.35
Product/process development scientist,Education,Decreasing,Low,135081.39,Bachelor’s Degree,8,1734,3837,67.22,61.91,India,66.0
Museum education officer,IT,Decreasing,Moderate,136707.93,PhD,1,332,917,75.27,57.36,Brazil,30.34
Art gallery manager,Retail,Decreasing,Moderate,148488.68,Bachelor’s Degree,4,2180,306,68.82,81.0,Australia,26.3
Manufacturing systems engineer,Entertainment,Increasing,Moderate,119299.56,High School,4,899,4992,74.3,25.72,India,72.84
Holiday representative,Education,Decreasing,Moderate,108823.28,Associate Degree,12,3871,5321,87.12,20.07,Germany,26.57
Insurance account manager,Retail,Increasing,Moderate,58299.6,PhD,12,847,3087,28.95,71.39,India,44.29
Paramedic,Education,Decreasing,Low,76908.0,Associate Degree,9,2104,5813,4.97,6.89,UK,42.49
Meteorologist,Transportation,Increasing,High,145176.4,PhD,2,4800,2024,46.58,33.69,Australia,44.33
"Development worker, community",Transportation,Increasing,High,134915.24,Master’s Degree,5,1363,8411,18.23,54.49,Canada,70.54
Fisheries officer,Entertainment,Increasing,Low,127595.21,Master’s Degree,0,3774,453,42.31,97.24,India,47.8
Primary school teacher,Manufacturing,Increasing,High,51392.93,PhD,12,8451,4156,48.91,73.62,UK,60.01
Chartered legal executive (England and Wales),Finance,Increasing,Low,81876.15,PhD,13,3247,2958,17.24,97.2,Australia,28.21
Arboriculturist,Transportation,Decreasing,High,144558.48,Associate Degree,13,406,4568,63.54,62.45,USA,43.29
Psychiatrist,Transportation,Increasing,High,136411.2,High School,8,4760,158,12.19,45.28,India,66.85
Theatre manager,Retail,Increasing,Moderate,33206.02,Associate Degree,10,4172,4196,32.83,54.1,India,59.9
"Psychologist, forensic",Finance,Increasing,Low,93622.01,Bachelor’s Degree,8,5119,8405,40.45,16.54,Brazil,48.89
Early years teacher,Transportation,Decreasing,Moderate,53936.74,Master’s Degree,13,7574,3684,2.92,55.82,UK,29.5
"Geologist, wellsite",Manufacturing,Decreasing,Low,74895.77,Bachelor’s Degree,9,2826,7801,39.43,23.96,Canada,52.27
Drilling engineer,Entertainment,Decreasing,High,83738.12,High School,13,3432,1794,81.43,5.69,China,34.53
Police officer,Education,Increasing,Low,47812.86,High School,0,3722,5131,57.62,16.59,Brazil,65.34
"Designer, ceramics/pottery",Healthcare,Increasing,High,85315.94,PhD,11,8970,6698,61.67,40.84,India,41.38
Waste management officer,Retail,Decreasing,Low,117473.34,Master’s Degree,14,1341,8557,13.42,0.85,Canada,76.55
Materials engineer,Retail,Decreasing,Moderate,34223.98,Master’s Degree,14,7676,1939,83.56,17.35,China,76.17
Chief Operating Officer,Transportation,Decreasing,High,134613.44,Master’s Degree,10,4972,6546,7.36,31.53,India,44.75
Chief of Staff,Education,Decreasing,Moderate,75634.63,High School,8,7410,2711,28.04,39.58,Australia,33.3
Environmental health practitioner,Manufacturing,Increasing,Moderate,62199.75,Bachelor’s Degree,9,7994,6388,57.85,86.39,Canada,77.86
Private music teacher,Manufacturing,Increasing,Moderate,101442.28,Associate Degree,19,9230,3956,72.88,34.47,Germany,39.84
Horticultural therapist,Transportation,Decreasing,High,72624.04,Bachelor’s Degree,13,6523,2579,95.26,58.98,USA,43.38
Marketing executive,Healthcare,Increasing,Moderate,102084.34,Associate Degree,20,9568,5437,42.65,20.91,Australia,60.1
Health physicist,Education,Increasing,High,92600.6,High School,5,2270,1217,68.96,56.71,Brazil,48.77
Race relations officer,Healthcare,Decreasing,Low,137292.31,Bachelor’s Degree,19,3067,3729,27.13,69.49,China,75.24
Diagnostic radiographer,IT,Decreasing,Moderate,137549.65,High School,6,6373,5047,46.98,64.15,China,60.42
Geophysical data processor,Retail,Increasing,High,75155.07,PhD,2,3529,4070,27.28,82.23,UK,47.54
Medical technical officer,Healthcare,Decreasing,Moderate,105720.36,Associate Degree,4,1698,782,73.59,73.07,Canada,37.59
Magazine features editor,Healthcare,Increasing,Moderate,38698.79,Bachelor’s Degree,3,8367,3396,49.35,96.98,Canada,68.39
"Education officer, community",Transportation,Decreasing,High,65116.28,Associate Degree,20,2124,2097,84.08,21.24,Australia,35.84
Media planner,Manufacturing,Increasing,Moderate,80355.51,Master’s Degree,16,6843,2638,56.28,61.65,Germany,50.75
Technical brewer,Education,Decreasing,High,72637.78,Associate Degree,14,9028,2992,15.85,88.03,Brazil,29.12
"Engineer, civil (consulting)",Transportation,Decreasing,High,61117.79,High School,4,1637,1603,72.72,64.13,Brazil,41.25
Legal executive,Entertainment,Decreasing,Moderate,76756.26,High School,5,7307,6717,7.42,95.07,Brazil,28.65
Aid worker,Manufacturing,Decreasing,Low,105826.36,Bachelor’s Degree,6,9103,6551,54.48,32.87,Germany,65.49
Office manager,Transportation,Increasing,Low,123035.03,Bachelor’s Degree,0,2854,1069,15.8,83.98,USA,74.83
Trading standards officer,Entertainment,Decreasing,Low,65233.92,Associate Degree,20,4332,2021,81.69,5.78,Canada,58.38
Mental health nurse,Healthcare,Increasing,Moderate,65427.14,Bachelor’s Degree,20,8445,6483,33.47,45.7,China,39.34
Risk manager,Transportation,Decreasing,Low,37807.8,High School,13,8296,9168,99.52,35.63,Brazil,51.18
Chiropractor,Education,Increasing,High,96572.02,High School,2,3185,6067,63.28,6.13,Germany,51.62
"Editor, magazine features",Finance,Increasing,Low,124450.41,Associate Degree,6,4217,743,13.3,41.82,UK,59.28
Music tutor,Education,Increasing,High,38741.45,PhD,9,7847,7590,97.82,19.65,USA,66.39
Investment analyst,IT,Decreasing,High,87067.58,High School,4,210,8979,8.74,59.38,UK,56.77
Theatre manager,Entertainment,Decreasing,High,91654.43,High School,3,6139,5173,4.26,99.2,Brazil,76.74
Air broker,IT,Increasing,High,80495.28,Associate Degree,1,1908,9897,40.59,61.24,Brazil,45.97
Land/geomatics surveyor,Manufacturing,Decreasing,Moderate,92268.53,Master’s Degree,5,7601,1395,94.62,73.38,Canada,64.68
Personal assistant,Entertainment,Decreasing,High,130746.85,PhD,5,5284,2661,26.56,48.49,UK,41.86
"Psychologist, prison and probation services",Healthcare,Decreasing,Low,112486.91,PhD,6,9879,4933,81.35,5.01,Canada,32.88
"Scientist, forensic",Education,Increasing,High,60502.22,Associate Degree,18,6800,5693,77.28,38.53,Australia,75.46
Curator,Healthcare,Increasing,High,148290.86,Associate Degree,18,5471,7600,89.45,35.46,Germany,20.59
"Teacher, music",Finance,Increasing,Low,96458.39,High School,19,3567,1315,31.3,45.26,Australia,72.35
"Psychologist, sport and exercise",Healthcare,Decreasing,Moderate,71094.19,Master’s Degree,4,604,4221,57.97,74.71,China,71.82
"Doctor, general practice",Finance,Increasing,High,137059.13,Master’s Degree,15,1495,4757,47.71,16.47,Australia,79.98
Building surveyor,IT,Decreasing,Low,39404.25,Bachelor’s Degree,15,8825,416,84.49,58.52,UK,60.1
"Therapist, nutritional",Retail,Decreasing,Low,139852.56,High School,11,2053,5831,99.99,41.63,Brazil,78.87
Armed forces technical officer,Entertainment,Decreasing,Low,69702.75,Associate Degree,3,6996,6574,18.7,18.2,Germany,62.69
Furniture designer,Healthcare,Increasing,High,123497.67,High School,13,3479,6489,68.51,90.88,Brazil,56.91
Adult nurse,IT,Increasing,High,39633.05,PhD,18,4035,2821,25.18,79.65,Australia,60.86
"Surveyor, insurance",Finance,Increasing,High,99782.97,Bachelor’s Degree,8,5330,5849,28.81,97.42,Australia,76.03
Games developer,IT,Increasing,Moderate,37874.54,PhD,15,7109,5156,34.77,41.83,Germany,60.59
Financial adviser,IT,Decreasing,Low,81349.89,PhD,19,462,9498,54.49,28.54,China,30.34
Ecologist,Entertainment,Increasing,Low,117630.33,Master’s Degree,0,5280,6670,87.72,35.49,China,55.6
"Nurse, children's",Transportation,Decreasing,Moderate,62506.87,Master’s Degree,0,5275,4723,92.19,24.06,Brazil,44.22
Trade union research officer,Education,Decreasing,High,108701.09,PhD,8,9053,3190,53.59,49.9,Canada,62.47
Dancer,Transportation,Increasing,Low,74924.07,PhD,12,9990,8850,49.22,86.26,China,59.18
"Administrator, arts",Education,Decreasing,High,89332.42,High School,14,2742,2078,65.68,59.2,Australia,32.95
"Engineer, land",Healthcare,Decreasing,Low,125113.78,PhD,7,3728,8128,43.22,61.68,Brazil,44.21
Chiropractor,Finance,Increasing,Moderate,79432.41,High School,18,326,9116,24.33,44.48,Australia,22.45
Video editor,Education,Increasing,Low,74214.85,High School,19,1011,8900,97.38,68.57,Brazil,51.78
Building surveyor,Healthcare,Decreasing,Moderate,83220.41,Bachelor’s Degree,20,6513,8247,63.25,27.3,India,73.3
Hospital pharmacist,Education,Decreasing,Moderate,128059.22,Master’s Degree,20,7772,6160,92.67,16.96,Australia,69.78
"Editor, commissioning",Finance,Increasing,Low,38935.32,Associate Degree,12,1226,3447,7.97,54.22,India,52.8
Financial adviser,Retail,Decreasing,High,70037.55,Associate Degree,6,3485,9480,15.11,32.27,Brazil,27.96
Actor,Education,Increasing,Low,100103.91,Associate Degree,16,970,7230,69.1,50.14,USA,51.56
"Engineer, communications",IT,Increasing,Low,95650.74,Bachelor’s Degree,0,5071,3897,26.03,19.5,Germany,24.4
"Psychologist, educational",Manufacturing,Increasing,Moderate,67882.67,Associate Degree,13,8640,7033,44.08,25.81,Canada,20.73
Building control surveyor,Entertainment,Increasing,Low,115256.59,PhD,3,4685,9427,46.25,20.98,USA,39.37
"Scientist, research (medical)",Finance,Increasing,High,77591.61,High School,8,352,1088,40.44,76.72,China,50.8
Conference centre manager,Transportation,Decreasing,High,41744.85,Associate Degree,6,159,4101,35.72,93.18,Brazil,45.83
"Designer, multimedia",Entertainment,Increasing,Low,146741.09,High School,8,1339,6240,81.81,97.56,USA,78.21
Sports administrator,Transportation,Decreasing,Low,106935.78,Master’s Degree,16,4532,5334,29.66,75.13,Canada,79.49
Midwife,Retail,Decreasing,Moderate,65692.31,Bachelor’s Degree,5,4838,6212,82.47,67.38,Australia,68.17
Government social research officer,Manufacturing,Decreasing,High,144604.9,High School,10,851,7060,36.5,31.95,Germany,41.66
"Teacher, early years/pre",IT,Increasing,Low,71254.6,Master’s Degree,6,7759,1423,90.51,94.29,India,48.3
Learning mentor,Finance,Increasing,Low,101628.77,High School,17,9277,3963,80.76,51.51,Brazil,67.39
Event organiser,Education,Increasing,Low,114482.53,Master’s Degree,5,4196,6088,9.53,3.27,UK,37.58
"Therapist, sports",Entertainment,Decreasing,High,46751.43,Bachelor’s Degree,17,8576,6062,58.11,38.18,Brazil,49.94
Heritage manager,Retail,Decreasing,Low,105030.54,High School,3,2902,8986,9.95,38.36,Australia,62.05
Podiatrist,Finance,Increasing,High,38919.1,PhD,11,5290,4674,16.48,4.83,Canada,46.42
"Nurse, adult",Transportation,Increasing,Low,30796.9,Bachelor’s Degree,0,3515,4185,38.37,91.4,Germany,74.8
Art gallery manager,Education,Decreasing,Moderate,115364.51,Bachelor’s Degree,10,7562,6484,5.02,76.48,USA,55.09
Consulting civil engineer,Entertainment,Decreasing,High,108948.77,Bachelor’s Degree,15,8879,7492,5.31,53.74,China,33.78
Industrial buyer,IT,Decreasing,High,93327.19,PhD,4,5402,3673,52.67,22.96,Canada,47.04
Counselling psychologist,Retail,Increasing,High,40816.06,Bachelor’s Degree,7,6453,6550,67.17,42.13,Australia,72.75
Translator,Transportation,Decreasing,Low,94729.66,High School,1,9319,1562,83.8,47.91,UK,51.66
Geochemist,Transportation,Increasing,Low,104122.82,Master’s Degree,13,9907,5715,62.13,68.79,USA,37.66
"Conservator, furniture",Education,Increasing,Low,87840.39,PhD,16,7328,2913,22.1,32.34,India,68.84
Forest/woodland manager,Finance,Decreasing,Moderate,77984.65,High School,12,9251,4360,85.07,77.05,Brazil,41.86
Sports development officer,Transportation,Increasing,High,118967.61,PhD,18,9122,7969,15.8,3.78,China,79.56
"Engineer, production",Healthcare,Increasing,Moderate,124728.12,Master’s Degree,11,5106,4736,18.01,3.7,Canada,64.16
Research scientist (maths),IT,Increasing,Low,99758.2,Bachelor’s Degree,11,3317,8429,22.54,53.62,Germany,78.63
Aid worker,Healthcare,Decreasing,High,41979.76,Bachelor’s Degree,13,8229,3333,31.34,65.3,Canada,72.08
Recruitment consultant,Retail,Increasing,Moderate,107549.88,High School,3,1311,9825,26.0,38.69,China,44.62
"Nurse, learning disability",Transportation,Decreasing,High,109532.72,Associate Degree,15,3352,3614,50.56,81.73,UK,66.21
"Education officer, museum",IT,Increasing,High,88305.14,Bachelor’s Degree,14,5105,5176,43.95,31.66,USA,74.96
Farm manager,Healthcare,Decreasing,High,127920.34,Associate Degree,20,4963,3393,5.14,8.98,Canada,30.4
Financial risk analyst,Manufacturing,Decreasing,Low,31444.85,Bachelor’s Degree,12,8830,704,46.43,2.94,Germany,64.29
Games developer,Manufacturing,Increasing,Low,39437.21,High School,12,542,1213,79.01,66.22,Australia,46.12
Orthoptist,Healthcare,Increasing,Moderate,82648.77,PhD,1,1168,7523,41.42,28.75,Australia,39.57
Prison officer,Education,Increasing,Moderate,113729.24,Associate Degree,16,5875,7499,40.74,28.95,Germany,26.5
Television production assistant,Transportation,Increasing,Moderate,145174.27,Master’s Degree,12,6128,1691,60.81,81.8,Canada,68.82
"Scientist, marine",Entertainment,Decreasing,High,86512.07,Associate Degree,13,1819,480,26.99,52.26,China,28.03
"Engineer, civil (consulting)",Manufacturing,Increasing,Moderate,60293.14,Bachelor’s Degree,9,8418,7433,60.62,66.22,India,57.25
Arts administrator,IT,Decreasing,Moderate,43039.36,High School,6,7283,1670,16.22,5.25,India,66.21
"Teacher, secondary school",Entertainment,Decreasing,Moderate,139633.92,Associate Degree,9,8618,5338,15.8,43.49,India,58.34
Archaeologist,Healthcare,Decreasing,Moderate,103435.51,Associate Degree,18,8755,3387,1.1,67.98,Canada,79.59
Furniture conservator/restorer,Finance,Increasing,Low,138442.79,Bachelor’s Degree,3,5312,5052,89.2,31.27,UK,53.67
Meteorologist,Entertainment,Increasing,High,40121.14,Bachelor’s Degree,12,1665,199,70.43,24.69,China,60.05
Set designer,Transportation,Decreasing,Moderate,70440.16,Master’s Degree,16,5699,686,53.15,85.36,UK,69.51
Dramatherapist,Finance,Increasing,Low,77922.61,High School,16,9738,929,0.52,12.34,UK,62.01
Contractor,Healthcare,Decreasing,Low,71834.37,High School,20,5918,3666,29.99,54.4,Canada,31.87
Purchasing manager,Entertainment,Decreasing,Low,93979.28,Master’s Degree,9,1008,8901,90.56,9.77,Germany,43.52
TEFL teacher,Retail,Decreasing,High,98214.5,Bachelor’s Degree,7,8133,6154,70.49,37.76,Australia,46.63
"Nurse, adult",Entertainment,Decreasing,High,70711.87,Associate Degree,2,845,1853,46.27,71.3,Brazil,68.21
Housing manager/officer,Finance,Increasing,High,63064.71,Master’s Degree,1,8501,8310,28.23,17.4,Germany,54.84
Engineering geologist,Healthcare,Decreasing,Low,32690.1,High School,4,9440,2800,87.43,88.52,Brazil,24.1
"Psychotherapist, child",Transportation,Increasing,High,109749.43,Master’s Degree,9,7874,3465,6.42,15.03,Australia,72.35
Location manager,Manufacturing,Increasing,High,81204.94,Master’s Degree,5,1627,4835,64.49,49.26,Germany,49.91
"Psychologist, educational",Manufacturing,Increasing,Moderate,115272.51,PhD,3,7182,2512,85.06,27.24,Germany,22.19
Medical physicist,IT,Increasing,Low,53920.05,PhD,15,9134,1256,94.84,59.83,UK,30.54
Learning mentor,Manufacturing,Decreasing,High,76794.64,Bachelor’s Degree,10,1378,4569,48.94,55.23,Germany,74.27
Academic librarian,Entertainment,Increasing,High,143179.25,Bachelor’s Degree,12,1632,8638,91.92,50.93,UK,75.03
Media planner,Manufacturing,Decreasing,Low,97389.07,Master’s Degree,2,9997,9938,0.06,64.23,USA,72.25
"Engineer, mining",Healthcare,Increasing,Moderate,58647.53,Associate Degree,16,2112,7127,96.61,94.97,Canada,64.44
"Surveyor, rural practice",Manufacturing,Increasing,Moderate,108871.97,Associate Degree,10,3320,1463,79.3,14.22,Canada,60.39
"Therapist, nutritional",Finance,Increasing,High,102028.58,Master’s Degree,16,4077,4917,73.56,43.85,India,45.69
"Lighting technician, broadcasting/film/video",Education,Decreasing,Low,70110.46,PhD,2,9822,6895,59.89,72.48,USA,29.76
Applications developer,Transportation,Increasing,Moderate,138264.99,Associate Degree,20,7498,5728,62.43,54.35,China,24.59
Ophthalmologist,Transportation,Decreasing,High,115481.77,Bachelor’s Degree,5,4826,7023,28.53,81.44,Australia,68.51
Electronics engineer,Finance,Decreasing,Low,82840.94,PhD,20,6789,4576,37.97,84.06,Brazil,55.66
Seismic interpreter,Finance,Decreasing,High,139809.18,High School,9,8378,2622,77.16,31.48,Germany,76.5
"Scientist, research (life sciences)",IT,Increasing,High,139098.87,High School,14,4046,7544,81.73,71.35,Germany,30.33
Research scientist (life sciences),IT,Increasing,Low,77575.54,Bachelor’s Degree,16,8295,9549,60.16,88.97,India,29.56
"Therapist, horticultural",Finance,Increasing,Low,115090.53,Master’s Degree,19,9255,5468,81.16,40.93,China,28.03
Ecologist,IT,Increasing,Moderate,67807.82,High School,19,5579,9222,7.48,65.39,Brazil,37.77
"Therapist, occupational",Retail,Increasing,High,63709.43,PhD,3,9668,979,13.22,42.03,Germany,69.85
"Embryologist, clinical",Education,Increasing,Moderate,137454.4,PhD,8,3772,4095,21.48,73.17,Australia,60.53
Armed forces training and education officer,Education,Increasing,Moderate,136179.28,PhD,6,3031,2771,87.27,98.39,China,74.53
Stage manager,Transportation,Increasing,Moderate,112829.74,Master’s Degree,7,3540,4362,97.91,48.38,Brazil,29.35
"Administrator, sports",Healthcare,Decreasing,Moderate,78705.48,PhD,7,819,2735,11.52,68.85,Germany,64.84
Market researcher,Finance,Decreasing,Moderate,63293.24,PhD,6,646,2153,35.29,45.87,Germany,32.03
Furniture conservator/restorer,Transportation,Increasing,Moderate,74991.48,Master’s Degree,8,2502,8157,42.84,18.24,USA,69.37
Health and safety adviser,IT,Decreasing,Low,60943.63,High School,15,1783,6516,64.55,89.22,UK,49.14
Dancer,Retail,Decreasing,Low,90179.13,PhD,11,534,6899,35.22,94.1,India,38.42
"Librarian, public",Transportation,Increasing,High,99059.19,High School,16,8122,8495,14.7,56.26,Canada,42.41
"Research officer, government",Education,Increasing,Moderate,134164.48,PhD,18,7918,5565,6.27,44.86,India,38.29
Chiropractor,Healthcare,Decreasing,High,115405.7,Associate Degree,7,1932,1004,92.57,73.7,India,64.46
Energy manager,IT,Increasing,High,90630.02,Master’s Degree,14,841,7268,57.61,36.26,Brazil,26.25
Careers information officer,Healthcare,Decreasing,Low,116701.22,High School,11,3421,3666,64.79,43.33,Germany,74.51
"Conservator, museum/gallery",Transportation,Increasing,Low,134261.62,High School,11,5972,1099,62.85,86.58,USA,42.51
"Psychologist, counselling",Retail,Increasing,High,44340.91,High School,13,5219,9087,61.3,59.4,Canada,27.23
Magazine journalist,Healthcare,Increasing,High,134022.93,Master’s Degree,13,3309,3424,71.1,68.99,Germany,50.72
Corporate investment banker,Retail,Decreasing,High,115049.94,Master’s Degree,11,8374,3431,76.01,56.82,UK,72.44
"Surveyor, building control",Manufacturing,Increasing,Moderate,49700.94,Master’s Degree,6,518,9930,20.23,75.35,Germany,44.1
Primary school teacher,Education,Increasing,Moderate,43553.3,Master’s Degree,6,8130,8563,68.72,99.54,Australia,27.58
Aeronautical engineer,Manufacturing,Decreasing,High,34492.31,Master’s Degree,12,7615,6107,6.5,92.9,Brazil,49.97
"Scientist, research (medical)",IT,Increasing,Low,84094.99,Bachelor’s Degree,18,8858,8271,97.85,91.19,China,20.34
Seismic interpreter,Transportation,Decreasing,High,135852.64,Associate Degree,12,2311,2593,59.1,68.88,Germany,46.33
Psychiatrist,IT,Decreasing,Low,46120.87,Bachelor’s Degree,3,2278,6976,42.01,33.13,Germany,54.85
Lobbyist,Manufacturing,Increasing,High,60393.85,Bachelor’s Degree,5,2700,8687,53.88,96.89,USA,73.06
Farm manager,Entertainment,Decreasing,Moderate,46519.49,Master’s Degree,7,6047,208,99.96,78.95,Canada,41.6
Commissioning editor,Retail,Increasing,Moderate,145917.36,Bachelor’s Degree,8,4702,203,61.16,63.24,Australia,74.42
Food technologist,Entertainment,Increasing,Moderate,38268.58,Associate Degree,9,1279,2655,7.03,2.64,UK,40.53
Network engineer,Education,Increasing,Moderate,126015.91,Bachelor’s Degree,6,4619,340,7.42,50.68,Australia,73.31
Senior tax professional/tax inspector,Manufacturing,Increasing,High,147449.25,Associate Degree,8,3082,9735,85.45,23.24,Brazil,52.02
Musician,Healthcare,Decreasing,High,98317.7,Master’s Degree,7,6611,4285,9.05,58.59,USA,36.19
Archaeologist,Education,Increasing,Moderate,54444.99,Master’s Degree,11,4092,2051,90.49,30.97,USA,44.38
Landscape architect,Retail,Decreasing,Low,30170.51,Bachelor’s Degree,20,5839,383,55.23,62.27,India,58.78
Chemical engineer,Retail,Decreasing,Low,61310.0,Master’s Degree,19,3474,9425,72.68,43.51,Canada,45.41
"Administrator, arts",Healthcare,Decreasing,Moderate,52482.54,Bachelor’s Degree,19,7965,3506,66.78,5.1,USA,22.48
"Exhibitions officer, museum/gallery",Retail,Increasing,Low,124810.1,High School,16,9074,963,78.42,27.3,Brazil,63.05
Advertising account executive,Education,Increasing,High,140879.16,Master’s Degree,10,2748,7099,73.57,11.88,USA,58.29
Dentist,Education,Decreasing,High,52817.48,High School,14,1771,4743,1.63,56.91,USA,64.36
Emergency planning/management officer,Retail,Increasing,Moderate,67171.99,High School,6,1249,8250,81.8,74.5,UK,38.73
Radiation protection practitioner,Education,Decreasing,High,83029.3,PhD,9,2731,1733,18.27,34.06,Canada,34.89
Illustrator,Education,Increasing,Moderate,62691.97,Associate Degree,4,9834,4409,1.05,78.25,Australia,67.44
Product designer,Transportation,Increasing,High,46921.76,PhD,17,7816,1129,65.15,2.36,Germany,79.41
Field trials officer,Retail,Increasing,High,113804.27,High School,7,4373,5706,42.94,52.84,Germany,46.97
Transport planner,IT,Increasing,Low,76593.93,Associate Degree,0,1658,1308,87.71,27.02,China,77.82
IT trainer,Entertainment,Decreasing,High,43707.55,Master’s Degree,7,7191,6796,34.18,73.14,UK,29.45
"Producer, television/film/video",Retail,Increasing,Low,91451.49,Associate Degree,0,1226,6733,7.63,71.3,Canada,32.13
Television floor manager,Healthcare,Increasing,High,132934.22,PhD,10,9300,3263,86.22,95.38,Canada,54.86
Holiday representative,Entertainment,Increasing,Low,122927.74,Master’s Degree,0,9047,1210,32.08,36.37,China,21.23
Lawyer,Entertainment,Increasing,High,121576.2,Bachelor’s Degree,20,6866,9329,42.78,58.36,Australia,46.76
Patent attorney,Entertainment,Increasing,Low,97393.32,Associate Degree,6,4349,7845,79.38,46.33,China,31.97
"Teacher, music",Manufacturing,Decreasing,Moderate,63980.7,High School,8,4369,5443,6.36,18.07,USA,40.94
Ergonomist,Retail,Increasing,Moderate,37889.11,Master’s Degree,5,2018,9628,94.92,64.91,China,35.78
Actuary,IT,Decreasing,Moderate,78609.46,Master’s Degree,9,265,5509,31.06,63.96,UK,34.28
"Conservation officer, historic buildings",Finance,Increasing,Low,49759.39,PhD,14,2392,7482,83.48,44.0,Australia,37.79
Software engineer,Transportation,Decreasing,Moderate,53721.36,Bachelor’s Degree,11,6305,920,42.18,25.58,Canada,69.07
"Scientist, research (life sciences)",IT,Decreasing,Low,86833.8,Master’s Degree,17,8931,6300,86.48,1.87,USA,75.58
"Editor, film/video",Transportation,Decreasing,Low,49164.17,High School,18,2577,6672,45.7,1.83,Germany,47.62
Brewing technologist,Finance,Increasing,High,124658.4,PhD,16,4782,7237,84.07,43.42,Canada,62.87
Product manager,Retail,Increasing,Low,61411.52,Associate Degree,0,1219,3102,51.45,80.4,UK,66.81
Fast food restaurant manager,Healthcare,Decreasing,High,41996.4,PhD,7,1887,1653,26.06,23.17,Germany,54.28
"Research officer, trade union",IT,Decreasing,High,127101.63,High School,14,2820,9121,39.93,51.97,China,67.26
Community development worker,Manufacturing,Increasing,Moderate,31784.2,Associate Degree,3,737,5201,7.78,24.67,Brazil,50.94
Chief Executive Officer,Transportation,Increasing,Low,77527.03,Bachelor’s Degree,9,2376,7778,79.73,38.5,USA,27.09
"Therapist, drama",Education,Decreasing,Moderate,142593.24,Bachelor’s Degree,13,8151,6272,86.28,0.76,Germany,46.09
"Therapist, nutritional",Retail,Increasing,Moderate,62896.69,High School,12,1359,8757,56.11,25.53,China,57.17
Mining engineer,Retail,Decreasing,Moderate,110703.59,Master’s Degree,6,3614,6816,27.16,50.58,Brazil,31.07
Interpreter,Retail,Decreasing,Moderate,123221.82,Associate Degree,11,5324,6769,29.71,70.71,India,74.52
"Merchandiser, retail",IT,Increasing,Moderate,40450.16,Associate Degree,16,509,4336,87.36,81.19,USA,46.81
Chemical engineer,Transportation,Increasing,Moderate,34613.69,High School,1,3540,1460,49.28,18.45,Australia,46.87
Environmental consultant,Finance,Increasing,Moderate,105995.22,Associate Degree,0,7082,4881,73.68,42.23,Germany,30.86
Radio producer,Education,Increasing,High,121446.36,Bachelor’s Degree,2,5419,286,68.42,64.2,India,55.95
Airline pilot,Finance,Increasing,Low,146808.7,PhD,6,6941,4241,20.57,87.02,Germany,53.2
Metallurgist,Entertainment,Increasing,High,136781.7,Associate Degree,10,5404,6850,89.88,63.39,USA,50.39
Medical sales representative,Transportation,Decreasing,Moderate,112903.01,Associate Degree,3,9129,8883,8.4,64.1,India,61.99
"Restaurant manager, fast food",Manufacturing,Decreasing,Low,83533.35,High School,0,7124,8168,37.56,52.3,Australia,47.37
Politician's assistant,Retail,Decreasing,Low,80593.01,PhD,0,585,8449,29.16,23.61,China,48.69
Dramatherapist,Education,Decreasing,Moderate,140990.69,Bachelor’s Degree,17,1732,3328,95.69,79.44,Australia,74.88
Adult nurse,Transportation,Increasing,High,40089.55,Bachelor’s Degree,18,9555,110,29.39,41.39,Canada,39.92
Sports administrator,Entertainment,Decreasing,High,128680.07,Bachelor’s Degree,9,2609,2871,20.27,49.41,UK,31.42
Location manager,Manufacturing,Increasing,High,53489.89,Bachelor’s Degree,11,365,3759,39.27,92.6,UK,79.68
"Journalist, broadcasting",Transportation,Increasing,Moderate,92632.92,PhD,12,9636,4040,64.67,8.41,UK,60.71
Town planner,Manufacturing,Increasing,Moderate,88423.16,High School,13,688,8678,17.72,23.65,UK,46.64
Telecommunications researcher,Entertainment,Increasing,High,85169.1,Associate Degree,8,1514,8783,92.08,45.92,China,53.12
General practice doctor,Finance,Increasing,Low,126590.81,High School,18,8307,8164,52.96,34.23,Germany,41.17
Medical secretary,IT,Decreasing,Low,144271.45,Associate Degree,4,2108,838,26.88,63.99,Germany,38.33
Equality and diversity officer,Manufacturing,Increasing,Low,68352.07,Master’s Degree,9,2075,7657,15.18,26.16,Canada,66.42
Product manager,Finance,Increasing,High,119177.87,Bachelor’s Degree,2,2888,7866,5.45,58.79,Brazil,27.68
Market researcher,IT,Increasing,Low,125051.6,Master’s Degree,19,5001,7286,33.24,77.91,Canada,46.81
Control and instrumentation engineer,Education,Decreasing,High,147696.67,Bachelor’s Degree,17,3049,2094,52.43,77.42,Brazil,56.86
Clinical research associate,Finance,Decreasing,Low,101451.16,PhD,13,4758,1327,6.52,85.2,UK,69.53
Environmental consultant,Manufacturing,Decreasing,Low,47288.63,Master’s Degree,6,618,3756,18.14,97.05,Brazil,67.66
Clothing/textile technologist,Education,Increasing,High,149029.46,Bachelor’s Degree,13,2707,2825,30.14,97.91,Canada,34.44
Conference centre manager,Transportation,Increasing,High,118241.97,Bachelor’s Degree,5,4650,8997,6.48,65.67,India,45.15
Firefighter,Retail,Increasing,High,106155.27,High School,0,4257,192,71.41,36.76,Canada,41.26
"Engineer, production",Finance,Decreasing,Moderate,55708.21,Master’s Degree,4,2141,9027,25.76,47.37,Australia,51.05
Sports coach,IT,Increasing,High,72600.05,PhD,1,8560,740,83.09,70.13,Germany,46.47
Advertising account planner,Transportation,Increasing,High,116801.25,PhD,9,6729,7062,8.16,64.42,Germany,63.53
Patent examiner,IT,Increasing,Moderate,92541.96,PhD,8,3533,3537,96.42,40.66,Brazil,31.61
Ceramics designer,Education,Increasing,Moderate,131630.34,Bachelor’s Degree,15,6037,7153,43.52,42.44,India,58.94
Advertising art director,Entertainment,Decreasing,Moderate,59745.08,PhD,13,1314,9185,3.5,26.99,Canada,31.59
"Engineer, water",Transportation,Increasing,High,128091.18,Bachelor’s Degree,14,1284,8827,23.1,33.53,UK,33.22
Corporate treasurer,Manufacturing,Decreasing,Moderate,30253.52,Bachelor’s Degree,10,4283,4034,17.89,81.86,UK,41.0
"Editor, film/video",Transportation,Decreasing,High,61909.53,Master’s Degree,11,8391,6459,10.1,57.04,Australia,75.46
Oncologist,Retail,Increasing,Moderate,55611.5,Bachelor’s Degree,2,910,127,36.84,81.13,China,45.5
"Presenter, broadcasting",Finance,Increasing,Low,77611.77,Bachelor’s Degree,7,3397,1184,96.86,17.42,UK,52.74
"Administrator, sports",IT,Decreasing,Low,114393.91,Bachelor’s Degree,4,945,342,78.8,38.99,Australia,57.05
"Development worker, community",Transportation,Decreasing,Low,117451.0,Associate Degree,12,1707,4076,35.13,33.16,Germany,46.73
Water engineer,Manufacturing,Decreasing,Low,131975.59,High School,1,2001,9782,11.21,78.59,UK,34.82
"Pilot, airline",Retail,Increasing,High,92598.84,High School,10,6385,6232,42.86,5.42,UK,52.6
Theatre stage manager,IT,Decreasing,Low,120085.67,High School,13,5913,7021,32.33,52.06,India,60.72
Set designer,Finance,Increasing,High,50273.63,High School,5,6534,8481,53.23,69.14,Brazil,44.68
"Psychologist, occupational",IT,Decreasing,Moderate,69998.11,Bachelor’s Degree,5,3893,5831,99.22,36.8,Canada,75.91
Television production assistant,Healthcare,Increasing,Moderate,125304.64,Bachelor’s Degree,17,3929,3117,54.81,14.0,USA,73.45
"Pilot, airline",IT,Decreasing,Moderate,130822.78,Associate Degree,2,4627,553,66.4,73.39,Germany,72.99
Mudlogger,Finance,Decreasing,Low,90985.78,PhD,2,493,8350,85.44,90.1,Canada,26.17
Network engineer,Entertainment,Decreasing,Moderate,39601.46,Master’s Degree,3,4700,6377,23.78,48.01,USA,47.97
Psychiatric nurse,Education,Decreasing,Low,53292.36,PhD,14,8234,7842,2.15,19.54,UK,59.76
Midwife,Entertainment,Increasing,High,83956.45,Bachelor’s Degree,10,7301,267,76.08,79.37,Germany,42.23
"Engineer, electrical",Healthcare,Decreasing,High,143107.04,Master’s Degree,20,1254,1606,63.88,40.2,India,72.24
Geophysical data processor,Transportation,Increasing,Low,67151.59,Master’s Degree,6,3506,3411,28.62,7.93,USA,63.03
Adult nurse,Manufacturing,Decreasing,High,125408.28,High School,9,6678,7080,74.5,74.02,Brazil,72.98
Barrister,Transportation,Decreasing,Low,127388.03,Bachelor’s Degree,0,4364,651,57.21,38.71,China,45.31
Aid worker,Entertainment,Decreasing,Low,138979.19,Master’s Degree,12,4097,9876,10.17,39.59,Brazil,77.91
Child psychotherapist,Entertainment,Decreasing,High,136961.85,Master’s Degree,17,8316,4849,5.99,12.02,Germany,51.53
"Designer, fashion/clothing",Transportation,Decreasing,Low,129437.8,Bachelor’s Degree,10,4799,3498,23.44,5.15,USA,52.56
"Scientist, forensic",Education,Decreasing,Moderate,33870.91,High School,6,3032,9915,70.53,18.31,Canada,30.41
Telecommunications researcher,Finance,Decreasing,Moderate,45373.39,Associate Degree,11,6308,4868,11.7,25.32,Canada,68.74
Computer games developer,Retail,Increasing,Low,101403.76,Master’s Degree,8,7329,2308,78.42,35.4,USA,48.12
Toxicologist,Transportation,Increasing,High,145916.47,Master’s Degree,7,6497,4607,74.76,70.31,China,23.69
Museum/gallery curator,IT,Increasing,Moderate,59536.28,Bachelor’s Degree,3,2380,3756,12.47,38.06,China,46.32
Metallurgist,Finance,Decreasing,Moderate,74526.86,Associate Degree,14,1223,3783,19.43,96.1,Canada,68.8
Data processing manager,Education,Increasing,Low,63571.47,Bachelor’s Degree,6,2588,1098,56.69,10.67,Canada,57.73
Aeronautical engineer,Education,Increasing,Low,128749.32,PhD,12,8916,7513,56.84,43.04,China,74.73
Surgeon,Education,Decreasing,Low,36137.55,High School,14,5713,1989,68.95,50.37,Brazil,31.62
"Designer, blown glass/stained glass",Healthcare,Increasing,High,65635.13,Bachelor’s Degree,8,5706,643,27.59,84.76,UK,20.28
Make,IT,Increasing,Low,145943.53,Bachelor’s Degree,18,2939,5966,22.96,23.17,India,63.42
Futures trader,Retail,Decreasing,Moderate,88454.74,High School,8,7361,4253,79.69,26.55,Australia,64.18
Cabin crew,Entertainment,Increasing,Moderate,113395.96,Master’s Degree,3,648,6886,49.22,46.2,Brazil,59.86
"Doctor, general practice",Retail,Decreasing,Moderate,132564.3,Master’s Degree,19,3010,1605,74.29,13.17,India,74.78
"Engineer, mining",Manufacturing,Decreasing,Moderate,30057.55,Master’s Degree,4,7409,4312,28.11,5.84,USA,79.72
Dance movement psychotherapist,Healthcare,Decreasing,Low,56428.24,PhD,14,4151,630,35.38,63.9,Canada,54.37
"Programmer, applications",Education,Increasing,High,45394.61,Associate Degree,18,8553,2537,75.68,70.12,Canada,52.93
Haematologist,Education,Increasing,Low,69116.4,Bachelor’s Degree,0,3551,9207,92.61,20.93,India,78.21
"Engineer, water",Retail,Increasing,Low,69998.71,High School,0,4975,1743,37.06,21.87,Germany,23.53
Administrator,Entertainment,Decreasing,Moderate,59166.05,PhD,3,4143,316,26.16,35.41,Brazil,38.16
"Scientist, biomedical",Finance,Increasing,High,132107.31,High School,19,7633,8612,28.8,9.0,Germany,25.2
Retail buyer,Manufacturing,Increasing,Low,54939.12,Master’s Degree,3,351,5777,93.2,91.66,USA,20.14
"Teacher, special educational needs",Healthcare,Decreasing,Low,115494.17,Master’s Degree,14,1215,2970,90.37,49.64,India,31.65
Diplomatic Services operational officer,Finance,Increasing,High,31527.11,Associate Degree,11,9315,4063,53.48,18.69,USA,33.37
"Scientist, clinical (histocompatibility and immunogenetics)",Healthcare,Increasing,High,90018.8,Master’s Degree,11,2714,1718,80.18,77.69,USA,47.35
"Scientist, water quality",IT,Increasing,High,112259.21,Bachelor’s Degree,11,2340,2910,94.11,9.09,Germany,26.47
Public relations account executive,Manufacturing,Increasing,High,59285.22,High School,20,1600,412,64.2,34.01,Australia,21.65
Occupational hygienist,Retail,Decreasing,Moderate,139204.66,Associate Degree,5,4805,4072,43.55,38.67,Canada,47.86
Housing manager/officer,Retail,Increasing,High,96698.94,Master’s Degree,19,6451,6124,34.52,71.32,China,22.11
Medical laboratory scientific officer,Healthcare,Increasing,Moderate,103297.09,Associate Degree,2,5338,3349,29.61,90.36,USA,29.23
Acupuncturist,Manufacturing,Decreasing,High,91225.32,PhD,10,3820,7512,78.74,78.18,India,44.7
Ecologist,Transportation,Increasing,High,30487.28,High School,8,6130,9865,63.17,90.57,India,64.67
"Buyer, retail",Education,Decreasing,High,72987.86,Master’s Degree,4,4389,6681,38.03,11.63,Australia,42.14
Electrical engineer,Finance,Decreasing,High,103642.65,PhD,15,9666,7700,1.96,36.89,China,35.42
Academic librarian,Entertainment,Increasing,High,52212.65,Master’s Degree,16,5948,622,92.88,61.05,USA,73.99
"Surveyor, hydrographic",Education,Decreasing,Moderate,136180.15,High School,10,7522,2676,21.38,65.06,USA,70.85
Software engineer,Education,Decreasing,Low,63212.2,PhD,6,1108,6652,65.67,2.37,UK,27.87
Radio broadcast assistant,Manufacturing,Increasing,Low,36055.46,Master’s Degree,20,8113,9594,11.24,22.53,Canada,23.39
Network engineer,Manufacturing,Increasing,High,78347.57,PhD,4,3708,1906,98.53,39.14,Australia,62.25
Financial planner,Transportation,Increasing,Moderate,31750.09,PhD,8,4772,9310,61.74,97.96,Brazil,56.2
Hotel manager,Transportation,Increasing,High,139377.28,Master’s Degree,13,3688,9940,73.5,51.51,UK,49.76
"Librarian, public",Healthcare,Decreasing,High,63565.21,Associate Degree,5,2611,541,87.97,78.28,Canada,37.89
Curator,Education,Increasing,Low,89103.93,Master’s Degree,13,6829,6302,16.84,38.3,UK,67.3
Early years teacher,Education,Increasing,Moderate,114740.74,Bachelor’s Degree,8,833,3660,17.64,7.85,China,38.14
Plant breeder/geneticist,Finance,Increasing,High,61275.67,High School,11,4662,9589,88.2,71.76,Canada,67.26
"Therapist, sports",Retail,Decreasing,High,114684.11,Bachelor’s Degree,8,519,6910,9.37,68.34,Australia,60.28
Tree surgeon,IT,Decreasing,Moderate,58781.46,Master’s Degree,20,9232,8617,19.43,27.66,India,21.41
Veterinary surgeon,Retail,Decreasing,High,107569.07,High School,2,4084,1460,16.04,12.09,India,71.57
"Biochemist, clinical",Healthcare,Increasing,High,71914.47,Associate Degree,4,9623,8519,77.04,84.77,Australia,28.77
Structural engineer,IT,Increasing,Low,88438.31,Master’s Degree,9,9098,8455,53.54,7.11,Germany,54.26
Industrial/product designer,Education,Increasing,Moderate,91692.06,Master’s Degree,15,1888,2369,78.85,76.34,USA,50.6
Immunologist,Education,Decreasing,Moderate,46582.58,PhD,15,1468,9527,12.63,75.9,Canada,30.4
"Horticulturist, commercial",Retail,Decreasing,Low,115743.66,Master’s Degree,17,544,5973,87.49,73.16,Brazil,55.69
"Scientist, research (maths)",Entertainment,Increasing,Moderate,70719.7,Associate Degree,0,4420,989,62.13,62.46,USA,63.7
"Investment banker, corporate",Transportation,Increasing,High,113121.76,Associate Degree,7,7743,8481,73.55,49.31,Australia,45.88
Microbiologist,Transportation,Decreasing,High,38626.68,Bachelor’s Degree,2,8617,8556,1.65,39.97,Germany,33.47
Conference centre manager,Manufacturing,Increasing,Moderate,32520.77,High School,7,1852,680,81.31,54.13,Brazil,78.26
Data processing manager,Healthcare,Increasing,Low,132455.64,PhD,3,4121,5207,74.42,2.42,India,58.59
Freight forwarder,Healthcare,Increasing,High,65933.91,Bachelor’s Degree,0,5263,129,58.01,58.12,UK,41.46
Operational researcher,Entertainment,Decreasing,Moderate,43658.66,Bachelor’s Degree,0,3795,2918,43.1,15.75,USA,21.01
"Research officer, political party",Healthcare,Increasing,Moderate,139072.31,High School,13,5642,7927,18.58,75.39,USA,68.57
Consulting civil engineer,Retail,Increasing,High,107760.71,Associate Degree,1,177,4998,57.96,24.66,China,27.37
Clinical molecular geneticist,Education,Increasing,High,100894.36,Bachelor’s Degree,6,9760,5067,5.11,24.38,UK,65.99
"Nurse, learning disability",Transportation,Increasing,Moderate,89348.93,Master’s Degree,8,9730,2468,49.74,75.03,Germany,70.96
Product manager,Retail,Decreasing,Moderate,57679.9,High School,0,4796,2211,74.93,17.42,India,54.67
Restaurant manager,Healthcare,Decreasing,Moderate,69972.83,High School,1,4254,8834,8.17,24.37,China,60.11
Press sub,Transportation,Increasing,Low,101292.3,Associate Degree,7,9127,5888,36.99,65.1,USA,30.14
Estate manager/land agent,IT,Increasing,Low,70805.67,Master’s Degree,5,4370,8862,39.16,25.71,Australia,45.24
Optometrist,Education,Increasing,Low,59020.61,PhD,1,7033,1449,46.83,86.86,USA,65.2
Intelligence analyst,Education,Increasing,Low,117073.66,Associate Degree,0,748,5523,68.42,56.25,UK,38.71
Water engineer,Education,Increasing,Moderate,87838.92,Master’s Degree,7,3859,3861,92.36,95.05,Germany,31.12
Holiday representative,Retail,Decreasing,High,65348.75,PhD,7,2866,2452,32.59,87.86,China,26.37
Dramatherapist,Retail,Increasing,High,99364.05,Associate Degree,5,4962,1316,94.51,25.93,USA,56.89
Mechanical engineer,Healthcare,Increasing,Low,87311.29,Bachelor’s Degree,9,377,9868,54.3,92.79,USA,76.09
Air traffic controller,Finance,Increasing,High,131545.5,PhD,16,7386,1864,92.19,32.6,Australia,36.5
Medical physicist,Manufacturing,Increasing,Moderate,140303.04,High School,7,9991,405,16.66,58.31,India,57.61
Charity fundraiser,Healthcare,Increasing,High,145945.2,Associate Degree,14,3406,4416,40.35,94.14,Canada,43.69
Arboriculturist,Healthcare,Decreasing,High,57070.99,PhD,17,8639,2582,84.35,19.11,USA,79.01
"Designer, television/film set",Education,Decreasing,High,37182.88,Bachelor’s Degree,15,7262,2803,16.4,69.17,UK,63.94
Psychiatric nurse,Transportation,Decreasing,High,32973.21,High School,10,9054,7798,3.74,48.57,UK,25.13
Barista,Transportation,Decreasing,High,100721.63,High School,19,7927,2897,74.96,97.38,UK,32.55
"Presenter, broadcasting",Finance,Increasing,Moderate,121898.24,Master’s Degree,12,2569,4156,62.29,15.16,Germany,64.09
Educational psychologist,IT,Decreasing,Low,33368.02,Bachelor’s Degree,3,2657,9759,19.17,37.82,USA,62.25
Bonds trader,Education,Decreasing,High,146654.12,Bachelor’s Degree,1,992,5218,9.48,92.25,USA,28.99
"Engineer, mining",Healthcare,Decreasing,High,131913.21,Bachelor’s Degree,14,887,6518,44.92,96.7,Brazil,22.19
"Engineer, production",Finance,Decreasing,High,147322.99,High School,1,4762,2357,22.86,92.22,Canada,41.82
Volunteer coordinator,IT,Increasing,High,84138.81,PhD,13,6896,2296,74.48,98.63,USA,29.91
Broadcast journalist,Retail,Increasing,Moderate,69239.89,Associate Degree,12,5015,8039,23.97,22.19,Canada,36.47
"Engineer, civil (contracting)",Healthcare,Increasing,Moderate,95721.58,Associate Degree,15,3376,2208,52.38,76.93,India,32.69
Higher education careers adviser,Manufacturing,Increasing,High,46708.9,Bachelor’s Degree,13,4510,9075,22.02,55.33,Germany,54.43
Mining engineer,IT,Decreasing,Low,137750.61,Associate Degree,13,2677,6670,69.18,58.01,Canada,54.8
Medical technical officer,Retail,Increasing,High,110988.46,High School,16,2844,6610,26.68,88.87,Brazil,34.08
Petroleum engineer,Healthcare,Increasing,Moderate,75345.04,Associate Degree,17,2109,2921,53.44,79.24,Australia,32.59
"Production assistant, television",Transportation,Decreasing,Low,143763.65,High School,7,9195,3883,74.19,79.94,USA,73.12
"Scientist, physiological",Manufacturing,Decreasing,High,114926.11,Associate Degree,12,7640,4000,36.27,54.01,USA,68.6
"Doctor, general practice",Transportation,Decreasing,Low,103678.33,High School,10,631,7907,97.97,13.47,Australia,57.7
Chiropractor,Retail,Increasing,High,111300.28,High School,12,3749,8237,67.74,53.44,India,41.18
Police officer,Manufacturing,Increasing,Moderate,119986.8,Master’s Degree,9,1737,2376,23.96,7.9,China,63.13
"Conservator, furniture",Transportation,Increasing,High,78633.45,Master’s Degree,8,8021,9407,1.2,78.68,UK,58.45
Food technologist,Healthcare,Increasing,Low,107853.06,High School,16,3798,9587,39.25,71.98,USA,75.54
Occupational therapist,Entertainment,Increasing,Moderate,104686.22,High School,0,8362,7778,77.16,22.22,USA,66.91
"Scientist, research (life sciences)",Manufacturing,Decreasing,High,140216.48,High School,2,2303,941,2.32,14.46,UK,71.11
"Nurse, children's",Finance,Increasing,High,71756.45,High School,17,1388,4531,91.81,85.32,Brazil,52.45
Music tutor,Retail,Decreasing,Low,58669.67,Associate Degree,3,1526,8450,13.48,73.49,Canada,41.73
Public relations officer,IT,Increasing,High,128054.58,Associate Degree,0,7504,9459,70.57,12.9,USA,70.85
Insurance risk surveyor,Retail,Increasing,Moderate,49522.56,High School,1,1928,278,74.26,35.43,USA,50.21
Museum/gallery exhibitions officer,Retail,Increasing,High,82198.93,High School,11,754,1002,64.39,39.58,Canada,55.03
"Designer, textile",Retail,Decreasing,Moderate,107899.25,Master’s Degree,5,8910,8940,75.39,55.7,Brazil,69.99
"Production assistant, television",Healthcare,Increasing,High,96460.34,High School,8,3010,2067,74.32,45.34,Canada,63.69
"Psychotherapist, dance movement",IT,Decreasing,Moderate,74631.48,Master’s Degree,5,5184,957,31.4,21.82,Brazil,68.47
Plant breeder/geneticist,Entertainment,Increasing,Moderate,137631.91,Associate Degree,7,4131,8825,47.76,80.32,UK,78.1
IT trainer,IT,Increasing,Moderate,91239.13,Associate Degree,3,3322,8224,44.28,65.99,Germany,26.84
IT consultant,Manufacturing,Decreasing,High,70944.78,High School,12,3661,2859,94.31,66.25,Brazil,78.28
Community arts worker,Education,Decreasing,Low,56371.0,Master’s Degree,4,8770,8020,30.34,77.69,Brazil,51.63
Engineering geologist,Transportation,Decreasing,Low,115912.4,Associate Degree,14,757,1583,54.32,72.63,Germany,37.73
Clinical cytogeneticist,IT,Decreasing,Low,102224.32,Associate Degree,4,9332,7823,19.98,41.4,India,47.69
Patent examiner,Retail,Increasing,Low,121892.18,Associate Degree,10,5818,2050,11.99,25.11,Canada,71.04
Tour manager,Education,Increasing,High,44533.46,Bachelor’s Degree,13,4270,2265,44.26,74.78,Australia,32.24
Volunteer coordinator,IT,Increasing,Low,126945.73,Master’s Degree,17,7920,4476,27.84,65.08,Australia,39.05
Warehouse manager,Retail,Increasing,High,137418.23,High School,9,2098,3803,5.44,99.32,USA,49.13
Adult guidance worker,Manufacturing,Increasing,High,72667.1,Master’s Degree,16,9635,7707,77.78,35.59,India,23.67
Call centre manager,Entertainment,Increasing,Moderate,36334.32,Master’s Degree,7,8922,8010,38.7,72.14,India,61.52
Public affairs consultant,Healthcare,Increasing,Moderate,143622.43,PhD,3,7174,1241,57.32,94.29,Canada,62.58
"Surveyor, rural practice",IT,Increasing,Low,146762.43,High School,15,9359,8798,34.34,25.39,China,30.1
Licensed conveyancer,Transportation,Decreasing,High,95910.9,PhD,10,9813,9858,85.65,85.12,UK,38.5
Charity officer,Education,Decreasing,Low,70033.81,Associate Degree,15,1885,7298,18.85,4.03,India,77.64
Passenger transport manager,Manufacturing,Increasing,Low,78252.46,High School,0,8597,9085,78.98,9.15,UK,24.59
Accommodation manager,Retail,Increasing,Low,58787.45,High School,2,7114,4470,75.62,71.5,Brazil,71.71
"Administrator, charities/voluntary organisations",Healthcare,Increasing,Low,31727.09,PhD,11,3382,4583,31.83,35.39,Australia,32.08
Occupational therapist,Manufacturing,Decreasing,Moderate,30639.62,Master’s Degree,8,4760,4209,91.73,3.21,Germany,77.45
Dramatherapist,Education,Increasing,Moderate,50319.95,Associate Degree,4,8858,6431,61.44,84.42,Germany,50.3
Careers information officer,Manufacturing,Increasing,High,138054.73,PhD,7,2816,8972,93.21,2.52,Canada,35.4
Hydrologist,Education,Decreasing,Low,75093.62,Master’s Degree,14,8137,3772,79.72,59.96,Germany,20.61
Tourism officer,Healthcare,Increasing,Low,36249.12,PhD,3,5747,1634,97.69,4.58,UK,47.12
Nature conservation officer,IT,Increasing,High,92484.32,PhD,7,9023,5915,6.7,96.46,USA,72.37
Chartered public finance accountant,Manufacturing,Decreasing,Low,90698.53,Bachelor’s Degree,19,7696,2415,51.54,29.57,Canada,38.48
Counselling psychologist,Manufacturing,Decreasing,Moderate,87093.36,High School,1,1668,6698,53.02,70.99,Brazil,56.85
Chartered legal executive (England and Wales),Manufacturing,Increasing,Low,140973.15,PhD,9,735,4510,26.02,34.7,China,32.85
Television/film/video producer,Retail,Decreasing,Moderate,58466.91,High School,16,727,7731,14.13,57.77,Brazil,74.07
Local government officer,IT,Decreasing,High,109389.55,PhD,3,3919,9267,90.05,7.77,India,35.6
"Nurse, adult",Finance,Increasing,High,95866.76,High School,4,283,6244,40.95,88.0,Canada,58.05
Pharmacologist,Education,Decreasing,High,61213.74,High School,10,3274,6736,57.11,60.4,Australia,70.74
Ranger/warden,Manufacturing,Increasing,Low,123935.48,Bachelor’s Degree,3,4757,911,2.57,55.33,Canada,21.29
"Surveyor, land/geomatics",Manufacturing,Decreasing,High,52437.6,Associate Degree,17,602,4473,85.99,40.33,China,26.2
Field trials officer,Retail,Decreasing,High,39381.43,Master’s Degree,13,2865,3683,85.58,18.85,Australia,26.29
Industrial buyer,Manufacturing,Increasing,High,76500.28,PhD,5,5911,417,70.23,52.01,Canada,55.67
Herpetologist,IT,Decreasing,Moderate,43053.63,Master’s Degree,17,6961,7928,14.76,81.04,Australia,45.52
Fast food restaurant manager,IT,Increasing,High,45170.98,PhD,1,554,5899,61.92,77.86,Australia,78.08
"Research officer, government",Retail,Decreasing,High,75656.45,High School,19,3000,2531,82.42,66.33,Canada,74.03
"Nurse, learning disability",Education,Increasing,High,53856.57,Master’s Degree,6,6860,7789,24.0,82.05,China,51.52
Structural engineer,Retail,Decreasing,Low,141530.5,PhD,2,6949,9006,4.82,53.98,USA,30.93
Retail buyer,Retail,Increasing,Low,111446.86,Bachelor’s Degree,13,5694,5367,0.53,31.85,USA,59.33
Data processing manager,Transportation,Decreasing,Low,125802.72,High School,4,9714,4087,3.62,16.36,Canada,70.79
Chartered legal executive (England and Wales),Transportation,Decreasing,Moderate,75069.54,High School,17,4291,1920,41.75,52.81,China,60.51
Youth worker,IT,Decreasing,Moderate,66710.51,Associate Degree,12,7482,6803,38.62,90.22,Canada,27.07
"Editor, film/video",Manufacturing,Increasing,Low,46060.01,Associate Degree,9,6722,2739,77.51,48.98,Brazil,37.43
"Doctor, general practice",IT,Increasing,Low,134812.81,High School,0,2541,6768,29.23,68.56,USA,65.57
Primary school teacher,Manufacturing,Increasing,Moderate,145207.71,Associate Degree,15,9042,8672,43.05,77.81,Germany,69.33
Art therapist,Retail,Decreasing,Low,132574.71,High School,14,2717,3671,11.19,88.93,USA,71.6
"Physicist, medical",Entertainment,Decreasing,Low,88503.53,High School,13,9485,7276,31.09,60.77,Germany,71.33
"Geologist, wellsite",Healthcare,Decreasing,Low,142410.1,Master’s Degree,3,9953,9642,14.78,75.19,India,33.14
Politician's assistant,Finance,Decreasing,Low,110392.86,Bachelor’s Degree,4,744,4237,43.42,99.87,Australia,55.95
Sport and exercise psychologist,IT,Increasing,High,41526.92,Bachelor’s Degree,11,8416,8372,27.63,32.58,Canada,74.94
Chief Marketing Officer,Healthcare,Increasing,Low,59055.18,Bachelor’s Degree,20,456,5231,35.2,47.67,USA,24.42
Horticultural consultant,Entertainment,Increasing,Low,92017.43,Master’s Degree,14,5093,7343,46.13,29.34,Brazil,33.46
Medical illustrator,Finance,Decreasing,High,47830.05,Associate Degree,19,4825,2417,77.34,14.35,USA,31.49
Health and safety inspector,Healthcare,Decreasing,Moderate,58929.24,Master’s Degree,10,5162,7210,42.04,50.13,Germany,22.29
Human resources officer,Manufacturing,Increasing,Low,122237.69,High School,16,2527,848,83.61,65.85,Australia,59.4
Transport planner,Education,Increasing,High,59191.67,PhD,19,3142,3227,95.2,52.25,China,76.44
Civil Service administrator,Manufacturing,Decreasing,Low,121741.49,High School,2,1324,3383,99.59,62.82,Australia,47.75
"Teacher, music",Finance,Decreasing,Moderate,42384.3,High School,7,7376,3549,59.43,8.2,China,73.64
"Designer, industrial/product",Healthcare,Decreasing,Low,66294.71,High School,4,217,8688,51.81,91.52,Canada,51.16
Economist,Entertainment,Decreasing,Moderate,49354.42,Associate Degree,19,5465,8626,70.83,89.44,UK,52.07
Insurance claims handler,Finance,Decreasing,Moderate,36093.62,PhD,9,7311,1464,31.86,59.89,China,26.89
"Engineer, agricultural",IT,Decreasing,Moderate,80269.11,PhD,9,7213,2282,36.07,30.77,Canada,46.0
Nutritional therapist,Manufacturing,Decreasing,Moderate,88925.56,Bachelor’s Degree,12,2662,141,93.67,21.67,India,38.57
Press photographer,IT,Decreasing,Low,145684.39,High School,17,5002,9674,80.44,96.71,UK,40.8
Equities trader,Manufacturing,Decreasing,Moderate,133120.8,High School,18,8657,9707,55.43,25.67,Brazil,46.46
Operational investment banker,Healthcare,Increasing,High,140022.14,Bachelor’s Degree,5,3307,5458,21.49,14.75,Australia,65.25
Paramedic,Transportation,Decreasing,High,115498.97,Master’s Degree,6,3483,6057,34.35,26.96,Canada,74.28
Health service manager,Education,Increasing,Low,126576.38,PhD,1,1213,1533,25.05,72.95,Canada,59.34
Marketing executive,Manufacturing,Decreasing,High,73520.6,PhD,4,4641,3260,15.63,89.35,Canada,49.34
"Biochemist, clinical",IT,Decreasing,Moderate,93165.05,PhD,17,5181,9374,18.35,74.27,Germany,47.81
"Producer, television/film/video",Education,Decreasing,Low,118733.32,PhD,11,2220,752,64.58,21.83,Germany,72.49
Trade union research officer,Education,Increasing,Low,69655.75,Master’s Degree,19,4159,6137,80.47,30.95,Germany,21.16
Furniture conservator/restorer,Entertainment,Increasing,Moderate,58997.4,Master’s Degree,16,8599,6432,76.83,67.08,Australia,26.69
Trade mark attorney,Manufacturing,Decreasing,Low,41693.92,Associate Degree,4,7889,5493,6.32,92.43,UK,68.58
Tree surgeon,Retail,Increasing,Low,65548.4,PhD,6,4363,1074,53.7,71.43,USA,72.91
"Administrator, Civil Service",Retail,Increasing,Low,131697.88,Master’s Degree,17,2920,7712,54.81,42.53,Brazil,56.03
Minerals surveyor,IT,Decreasing,Low,116733.36,PhD,11,5823,1609,53.13,56.74,Australia,44.96
Conference centre manager,Retail,Decreasing,High,86911.37,Bachelor’s Degree,20,143,2591,84.25,78.54,Germany,57.29
Educational psychologist,Education,Decreasing,Moderate,119355.45,Master’s Degree,13,5917,5807,57.65,71.23,Germany,29.06
Horticultural consultant,Entertainment,Decreasing,Low,82472.31,Bachelor’s Degree,3,3936,8603,72.08,91.84,UK,58.92
Diplomatic Services operational officer,Healthcare,Decreasing,High,43117.44,Associate Degree,14,331,7182,28.79,62.7,Australia,57.94
Claims inspector/assessor,Healthcare,Decreasing,Low,65093.28,Associate Degree,2,2293,8192,11.62,2.46,Australia,28.98
Higher education careers adviser,Retail,Decreasing,Low,99917.66,Associate Degree,12,2940,4875,12.24,10.51,Australia,42.38
Gaffer,Manufacturing,Increasing,Low,85879.21,Master’s Degree,4,7311,2193,77.96,54.85,Brazil,58.11
Retail manager,Transportation,Decreasing,Low,139209.51,Bachelor’s Degree,20,9886,4486,68.67,67.37,Canada,54.43
Tax inspector,Entertainment,Increasing,High,92155.59,Bachelor’s Degree,16,2660,8802,47.72,67.13,China,50.5
Marine scientist,Manufacturing,Increasing,High,114389.94,Associate Degree,20,5801,7591,37.72,12.88,UK,79.29
Health and safety adviser,Entertainment,Decreasing,Low,65836.54,Bachelor’s Degree,6,5934,4080,65.81,26.65,USA,64.91
Horticultural therapist,Retail,Increasing,Low,82062.84,Master’s Degree,18,3816,2025,25.45,94.39,Germany,49.42
Marine scientist,Finance,Decreasing,High,105816.91,Master’s Degree,2,7558,3968,72.38,15.41,China,32.66
Art gallery manager,Manufacturing,Decreasing,High,98620.23,PhD,0,803,6722,71.77,47.49,Brazil,56.76
"Social research officer, government",Transportation,Increasing,High,87909.11,Master’s Degree,18,3658,2648,74.19,19.82,UK,60.7
Ophthalmologist,Entertainment,Increasing,Low,121867.74,High School,10,4751,5960,7.16,98.71,China,75.79
"Exhibitions officer, museum/gallery",Entertainment,Increasing,Moderate,106102.35,PhD,5,2867,1635,53.94,82.74,Canada,52.43
"Conservator, furniture",Transportation,Increasing,Moderate,122696.09,Associate Degree,1,7509,5781,74.95,12.01,Germany,31.32
Production manager,Manufacturing,Decreasing,Moderate,85408.16,Master’s Degree,8,9543,2796,76.31,62.47,UK,56.75
Curator,Transportation,Increasing,Moderate,91775.73,PhD,20,972,7364,92.38,56.73,Canada,53.41
Youth worker,Retail,Increasing,Moderate,128793.9,PhD,17,7084,8605,19.97,71.89,China,60.25
Chartered certified accountant,Retail,Increasing,Moderate,42383.89,Master’s Degree,9,4936,7830,59.21,8.07,India,33.99
Chartered public finance accountant,Manufacturing,Decreasing,Moderate,66114.97,Bachelor’s Degree,8,5641,8892,59.64,60.02,India,39.03
Town planner,Entertainment,Increasing,High,142011.02,Master’s Degree,19,9319,340,93.12,51.73,UK,76.36
"Scientist, biomedical",Entertainment,Increasing,Moderate,135524.59,Master’s Degree,2,4231,4842,83.89,36.92,Germany,76.41
Insurance account manager,Entertainment,Decreasing,Low,52735.83,Master’s Degree,10,2357,4477,13.13,24.61,Brazil,77.24
Music tutor,IT,Decreasing,High,60786.46,Master’s Degree,15,3234,8578,95.03,39.71,USA,63.76
Electrical engineer,Transportation,Decreasing,High,105373.51,Master’s Degree,13,1924,2413,71.44,38.27,USA,47.75
"Accountant, chartered public finance",IT,Increasing,Moderate,138206.46,High School,19,5133,3321,18.75,45.92,Brazil,62.24
Paramedic,Transportation,Decreasing,High,90702.91,Master’s Degree,5,698,3087,29.9,15.84,Brazil,76.07
"Engineer, broadcasting (operations)",Healthcare,Increasing,Moderate,40680.38,Master’s Degree,0,3881,1252,90.72,42.18,UK,60.59
Advertising copywriter,Education,Decreasing,High,92825.81,Bachelor’s Degree,19,8046,1992,29.36,34.07,Brazil,69.73
Arboriculturist,Finance,Decreasing,High,42216.24,Associate Degree,11,3949,1899,23.01,77.28,Australia,26.12
"Engineer, manufacturing",IT,Decreasing,Low,90233.58,High School,6,3535,6229,29.59,85.14,USA,21.55
Public relations officer,IT,Increasing,High,32091.2,PhD,15,587,2240,72.8,98.13,Canada,49.37
"Programmer, multimedia",Manufacturing,Increasing,High,85111.02,Master’s Degree,13,587,1564,5.94,16.88,UK,54.58
Private music teacher,Retail,Decreasing,Moderate,65080.64,Bachelor’s Degree,1,405,226,33.91,12.72,Australia,27.67
Advertising account planner,Manufacturing,Increasing,High,118419.83,Master’s Degree,17,4584,4251,26.14,12.25,Germany,43.82
Oncologist,Finance,Decreasing,Moderate,79292.24,PhD,17,3386,9305,7.98,45.41,UK,71.87
Paramedic,Education,Increasing,High,95019.32,Associate Degree,5,2350,9990,62.72,40.81,Brazil,59.36
Chartered certified accountant,Education,Decreasing,Low,116156.84,Bachelor’s Degree,17,3018,7880,34.84,83.64,Canada,74.91
Horticultural therapist,Entertainment,Increasing,High,66885.37,High School,1,2299,6586,46.29,24.08,Brazil,22.46
Mudlogger,Entertainment,Increasing,Low,142779.75,Associate Degree,19,1033,6574,74.06,50.38,UK,35.25
"Journalist, magazine",Education,Increasing,Moderate,143357.56,High School,12,3326,6511,79.15,65.08,Canada,48.52
Quality manager,Transportation,Decreasing,Moderate,58024.04,Bachelor’s Degree,18,4292,2177,69.33,45.73,USA,62.28
Company secretary,Manufacturing,Decreasing,High,36325.7,Bachelor’s Degree,8,8469,9169,48.31,47.43,Australia,33.8
"Nurse, learning disability",Retail,Decreasing,Low,39765.0,High School,6,2151,2963,29.61,51.46,India,55.36
Chiropractor,Entertainment,Decreasing,High,71286.88,PhD,3,1578,6596,81.1,63.66,Brazil,54.64
Chartered loss adjuster,IT,Increasing,Moderate,142174.62,Bachelor’s Degree,1,6881,189,96.72,43.11,UK,56.78
"Nurse, children's",Retail,Decreasing,High,122892.54,Master’s Degree,9,8528,649,76.86,40.45,Germany,24.83
Software engineer,Entertainment,Decreasing,Moderate,134737.32,Master’s Degree,13,2422,4069,48.08,0.39,Australia,63.64
"Runner, broadcasting/film/video",Healthcare,Increasing,Low,122054.65,Master’s Degree,6,4839,7212,20.88,87.15,Australia,67.27
Chartered accountant,Healthcare,Increasing,Low,36605.91,Associate Degree,6,9621,8377,78.42,12.88,Canada,43.01
Art gallery manager,Finance,Increasing,Low,138483.01,Associate Degree,18,4185,3286,21.77,29.02,China,74.17
"Therapist, occupational",IT,Increasing,High,93607.07,Bachelor’s Degree,12,4482,7475,3.75,90.74,Germany,66.21
Architect,Finance,Decreasing,Moderate,76884.7,Master’s Degree,15,4052,7131,63.78,84.31,Germany,79.25
Broadcast journalist,IT,Increasing,Low,71572.0,High School,11,2544,1891,15.29,86.1,Australia,50.9
Ship broker,Healthcare,Decreasing,High,64942.91,Bachelor’s Degree,18,4797,6899,7.43,6.35,USA,29.01
Insurance broker,Retail,Decreasing,Low,96326.98,PhD,18,9480,1215,35.12,22.26,Canada,53.76
TEFL teacher,Retail,Increasing,Low,127797.91,Associate Degree,20,6548,6893,57.86,88.89,Australia,76.41
Homeopath,Manufacturing,Decreasing,Moderate,56053.3,Bachelor’s Degree,16,3896,5726,75.93,92.18,Germany,44.32
Educational psychologist,Finance,Decreasing,Moderate,79726.13,PhD,3,9656,6574,95.53,58.09,USA,79.84
"Civil engineer, contracting",Entertainment,Increasing,Low,31621.11,Associate Degree,14,7861,7272,82.42,76.84,USA,36.22
Hydrographic surveyor,Finance,Increasing,Low,96106.54,High School,2,3316,5568,68.19,84.5,Germany,23.66
Music tutor,Transportation,Increasing,Moderate,103071.62,High School,4,6137,2644,90.81,74.99,USA,79.9
Printmaker,Retail,Decreasing,High,104529.86,Associate Degree,16,2551,926,47.96,96.79,Germany,42.35
Speech and language therapist,IT,Decreasing,Low,81615.16,Associate Degree,10,9268,864,12.14,34.28,Germany,69.31
Ceramics designer,Entertainment,Increasing,Moderate,94507.38,High School,13,2657,480,40.45,8.98,India,50.58
"Administrator, arts",Education,Decreasing,Low,76929.61,PhD,14,9957,8180,45.98,56.51,UK,28.3
Maintenance engineer,IT,Increasing,Low,68211.75,Bachelor’s Degree,0,5046,9064,7.98,71.39,UK,58.17
Advice worker,Education,Increasing,High,73111.79,Master’s Degree,11,3595,3556,78.69,45.23,USA,35.61
Office manager,Retail,Increasing,High,41918.74,Associate Degree,14,2113,5071,22.19,31.92,UK,65.22
"Administrator, arts",IT,Increasing,Moderate,48307.64,Master’s Degree,13,2658,8873,94.77,17.3,Canada,37.9
Hospital pharmacist,Education,Increasing,High,59895.02,Associate Degree,7,5444,7234,54.28,9.85,China,79.84
Geophysicist/field seismologist,IT,Increasing,Low,95285.48,PhD,12,3381,6737,79.08,83.41,Germany,79.61
Games developer,Retail,Increasing,Moderate,81002.4,High School,5,6652,2007,92.38,73.04,Brazil,33.84
Art therapist,Finance,Increasing,High,34410.58,High School,9,3984,1567,65.63,10.73,USA,24.4
Health and safety adviser,Transportation,Decreasing,High,74573.06,Master’s Degree,5,8965,8921,37.81,99.95,UK,55.2
Building control surveyor,Education,Decreasing,Low,79091.25,Master’s Degree,4,2486,6223,73.27,80.54,India,62.89
Futures trader,Transportation,Decreasing,Low,114122.4,Associate Degree,6,9709,6691,82.55,63.7,Brazil,30.9
"Accountant, chartered",Transportation,Increasing,High,55217.37,High School,4,625,9028,77.21,99.53,Australia,70.64
Commercial/residential surveyor,Transportation,Increasing,High,140363.09,PhD,16,7039,3512,85.76,98.33,USA,58.29
Health and safety inspector,Entertainment,Decreasing,Moderate,47390.99,Master’s Degree,11,5801,2504,93.51,15.52,India,35.81
"Pilot, airline",Entertainment,Increasing,Moderate,65664.95,Master’s Degree,20,953,8682,1.93,59.39,India,39.32
Medical laboratory scientific officer,Finance,Increasing,Moderate,130686.78,Master’s Degree,6,445,7201,93.59,59.2,Germany,37.99
Associate Professor,Retail,Decreasing,High,71874.13,Master’s Degree,19,5883,958,78.92,9.29,UK,74.87
Financial trader,Entertainment,Increasing,Moderate,137316.98,High School,12,6335,6544,31.84,29.59,USA,78.76
Secondary school teacher,Entertainment,Increasing,Low,103598.35,PhD,2,8056,4489,99.6,83.2,India,77.81
"Surveyor, mining",Retail,Increasing,High,125735.92,Associate Degree,2,7918,4724,48.34,56.88,China,78.68
Speech and language therapist,Entertainment,Increasing,Moderate,82085.75,Associate Degree,16,6025,206,24.87,72.48,Brazil,30.17
Waste management officer,Education,Decreasing,Moderate,124569.17,Associate Degree,2,7230,4077,13.42,62.49,USA,58.61
"Designer, interior/spatial",Healthcare,Decreasing,High,60913.02,Bachelor’s Degree,17,375,1506,24.39,38.36,China,37.84
Psychotherapist,Transportation,Increasing,Moderate,139744.81,PhD,8,8245,3116,16.21,76.55,Brazil,41.88
"Surveyor, land/geomatics",Retail,Increasing,High,130905.62,Associate Degree,13,1327,7109,2.06,74.7,Germany,57.39
Fish farm manager,Retail,Increasing,High,89776.54,Bachelor’s Degree,5,658,8266,57.6,46.52,China,57.22
Chief Operating Officer,Education,Increasing,Low,131650.86,Bachelor’s Degree,3,3116,2649,65.29,66.69,USA,45.99
Osteopath,Education,Increasing,Moderate,65538.66,Associate Degree,15,5518,8830,13.47,86.7,Australia,66.33
Clinical biochemist,Retail,Increasing,High,108910.95,Master’s Degree,7,7678,3553,72.31,41.42,China,65.34
"Engineer, technical sales",Transportation,Increasing,High,112115.68,High School,13,5179,5386,16.81,85.72,India,73.12
Contracting civil engineer,Transportation,Decreasing,High,93199.86,Bachelor’s Degree,2,8189,878,11.77,4.51,Germany,53.66
Midwife,Entertainment,Increasing,Low,75042.51,Bachelor’s Degree,7,1338,3569,71.62,50.17,UK,49.23
Analytical chemist,Finance,Increasing,High,126437.47,High School,8,4439,8834,56.66,9.5,UK,65.88
Event organiser,Healthcare,Decreasing,Low,107624.82,Bachelor’s Degree,17,1778,1385,62.55,90.25,USA,64.84
Medical physicist,Manufacturing,Decreasing,High,107270.89,Associate Degree,20,8043,3194,47.08,9.33,UK,68.93
Counselling psychologist,Retail,Decreasing,High,145451.12,Bachelor’s Degree,17,8001,3626,2.16,0.38,USA,69.11
Academic librarian,Manufacturing,Increasing,Moderate,33422.92,High School,6,3085,3100,79.79,20.73,China,36.8
"Teacher, secondary school",Transportation,Decreasing,Moderate,30044.24,Master’s Degree,20,3230,7933,44.46,15.03,USA,78.56
Building services engineer,Healthcare,Decreasing,High,149463.59,High School,12,2003,9869,83.98,85.66,Brazil,78.17
"Surveyor, quantity",Education,Decreasing,Moderate,116371.47,Master’s Degree,3,5551,3585,66.01,45.49,Germany,69.13
Trade mark attorney,Finance,Increasing,Low,54468.72,Master’s Degree,18,1545,9805,17.42,64.35,USA,35.16
Health physicist,Transportation,Increasing,Low,137233.38,Associate Degree,7,3146,4916,71.04,6.05,Australia,67.04
Ambulance person,Entertainment,Increasing,High,67883.85,Associate Degree,12,2200,3155,6.65,96.79,China,23.07
Web designer,Healthcare,Increasing,High,133780.96,Bachelor’s Degree,5,1759,1857,98.29,94.23,Australia,60.49
Phytotherapist,Finance,Increasing,Low,90869.11,Associate Degree,4,8253,9262,24.73,52.17,Germany,42.17
Freight forwarder,IT,Increasing,Moderate,37955.83,Master’s Degree,18,9452,8647,44.32,95.66,Australia,75.34
Ergonomist,Retail,Decreasing,High,72434.02,Master’s Degree,0,5061,1778,53.22,63.35,UK,74.76
Higher education careers adviser,Entertainment,Increasing,Moderate,112858.48,Bachelor’s Degree,4,4841,5960,65.59,31.24,Canada,20.6
Field trials officer,Healthcare,Increasing,Low,38166.85,Bachelor’s Degree,17,5707,6139,7.25,63.21,Canada,42.93
"Designer, ceramics/pottery",IT,Increasing,High,110977.12,Bachelor’s Degree,12,2412,670,4.7,13.51,China,37.52
"Teacher, early years/pre",Entertainment,Decreasing,High,33276.35,Associate Degree,6,6081,4133,53.71,62.02,India,32.04
Advertising account planner,Finance,Increasing,High,132653.47,Bachelor’s Degree,17,5436,7886,55.16,59.86,USA,39.22
"Chemist, analytical",Finance,Decreasing,High,144555.45,PhD,12,7263,8672,59.01,98.18,China,66.87
Community pharmacist,Finance,Increasing,Moderate,98002.17,PhD,1,6613,7455,93.56,12.53,Canada,42.71
Dietitian,IT,Decreasing,Moderate,145773.18,PhD,8,6767,4368,61.54,90.61,Germany,50.09
Scientific laboratory technician,Entertainment,Increasing,Moderate,119583.56,Associate Degree,7,2192,8116,94.55,39.03,Germany,56.49
Exercise physiologist,Healthcare,Decreasing,Low,55768.61,High School,10,7286,7706,47.86,3.91,China,39.02
Social worker,Healthcare,Decreasing,Low,82962.62,Master’s Degree,14,8876,9520,1.4,74.49,USA,69.94
Agricultural engineer,Healthcare,Decreasing,Moderate,135296.78,Bachelor’s Degree,4,6581,3708,12.61,65.2,India,74.38
"Psychotherapist, dance movement",Finance,Decreasing,High,99720.64,High School,2,4825,3381,0.38,27.59,USA,34.87
"Designer, interior/spatial",Entertainment,Decreasing,High,62896.77,PhD,6,988,5717,39.46,44.19,Canada,41.99
Product/process development scientist,Entertainment,Decreasing,Moderate,147726.42,Bachelor’s Degree,1,4250,8684,29.54,71.09,Canada,62.42
Counselling psychologist,Transportation,Decreasing,Low,70089.04,Associate Degree,20,4256,3100,78.15,25.89,China,34.39
Sports coach,Entertainment,Decreasing,Moderate,137913.24,PhD,20,6637,3395,36.4,11.89,USA,38.73
"Engineer, manufacturing systems",Retail,Increasing,Moderate,102143.9,PhD,3,2953,3220,40.16,12.31,Australia,62.42
Chief Executive Officer,Finance,Increasing,Low,147657.83,High School,3,4712,9713,75.71,27.29,Brazil,78.87
Graphic designer,Retail,Increasing,Low,136787.89,Associate Degree,3,8391,4720,24.5,14.11,Brazil,57.02
Personnel officer,Entertainment,Decreasing,Moderate,46786.78,Associate Degree,8,4565,1154,93.18,15.23,Brazil,76.23
Aid worker,Transportation,Increasing,Low,116822.46,PhD,13,3897,375,6.1,76.9,Brazil,49.33
Product/process development scientist,IT,Decreasing,High,136722.53,Bachelor’s Degree,16,8207,6337,87.37,81.12,China,26.37
"Nurse, learning disability",Healthcare,Decreasing,High,111768.5,Associate Degree,18,2544,4890,14.46,71.0,Germany,56.28
"Radiographer, diagnostic",Healthcare,Decreasing,High,92022.12,High School,2,1850,925,69.48,99.86,India,65.27
Acupuncturist,Manufacturing,Decreasing,Low,88901.99,Master’s Degree,3,8858,7108,59.58,39.01,Canada,62.1
Geophysicist/field seismologist,Manufacturing,Decreasing,Moderate,144486.75,Master’s Degree,13,6707,2098,93.6,41.1,India,67.3
Lexicographer,Finance,Decreasing,Low,37336.11,PhD,14,2803,3787,2.94,58.01,Brazil,42.91
"Therapist, sports",Entertainment,Decreasing,Low,74099.98,Bachelor’s Degree,8,3814,5959,92.62,93.07,UK,63.63
Bonds trader,Education,Increasing,High,45464.49,High School,12,1113,9640,66.86,89.73,Australia,62.44
Barrister,Finance,Increasing,High,40883.75,PhD,18,1469,8470,24.04,86.75,Canada,76.67
Cytogeneticist,Education,Increasing,Moderate,129417.62,Bachelor’s Degree,7,1033,9086,22.6,49.25,Canada,42.69
Catering manager,IT,Increasing,Low,106427.66,PhD,14,2150,1655,85.93,10.13,China,50.0
Forest/woodland manager,Retail,Increasing,Moderate,48580.68,Master’s Degree,1,8310,8908,18.61,60.25,Australia,39.45
Careers adviser,Education,Increasing,Low,111644.21,Master’s Degree,3,4876,8804,39.93,25.16,India,31.2
Chartered accountant,Manufacturing,Decreasing,Moderate,41181.18,Associate Degree,16,144,3970,63.13,31.99,Germany,78.56
Drilling engineer,Transportation,Increasing,High,98521.81,Master’s Degree,14,649,4753,41.32,17.88,India,57.48
Financial adviser,Manufacturing,Increasing,Moderate,75500.45,High School,12,7162,1409,18.48,11.36,Canada,76.88
Diplomatic Services operational officer,Entertainment,Increasing,High,111147.5,Bachelor’s Degree,4,2002,5585,72.88,96.42,India,45.96
Clinical psychologist,Healthcare,Decreasing,Moderate,97887.04,Associate Degree,4,7620,764,10.36,34.5,China,46.26
Bonds trader,Healthcare,Decreasing,Low,81134.71,PhD,4,5981,2581,77.43,11.13,India,46.48
Field seismologist,Transportation,Increasing,High,81080.28,PhD,19,8414,2772,74.03,57.33,China,46.42
Mining engineer,Transportation,Increasing,Moderate,149990.73,High School,14,5043,5800,95.39,79.99,UK,63.95
Sports administrator,Manufacturing,Decreasing,High,73909.58,Bachelor’s Degree,16,2075,5309,10.49,46.44,India,60.86
Prison officer,Healthcare,Decreasing,Low,55067.03,Associate Degree,5,9273,4310,73.98,36.01,USA,56.98
Film/video editor,Transportation,Decreasing,High,53474.35,High School,19,6842,3238,9.48,7.73,India,48.58
"Surveyor, building control",Retail,Increasing,Low,120147.67,Master’s Degree,1,5006,7550,98.82,28.28,USA,32.82
"Scientist, clinical (histocompatibility and immunogenetics)",Entertainment,Increasing,Moderate,97930.75,Associate Degree,5,169,5703,33.67,18.91,Canada,22.7
Restaurant manager,IT,Decreasing,Moderate,139451.0,Bachelor’s Degree,15,7176,1949,54.63,77.51,China,58.16
English as a foreign language teacher,Retail,Increasing,Moderate,55690.25,PhD,11,2240,1004,87.09,45.72,Australia,23.74
"Designer, jewellery",Entertainment,Increasing,High,109277.84,Master’s Degree,18,1923,3125,83.44,83.43,USA,70.17
Hospital doctor,Finance,Increasing,Moderate,56851.92,Master’s Degree,13,844,7410,9.46,28.7,Canada,67.43
Translator,Finance,Decreasing,High,139573.26,High School,4,2516,301,72.42,20.22,Germany,63.38
Arts administrator,Healthcare,Decreasing,Moderate,137360.25,PhD,0,8182,853,45.0,49.05,Germany,68.65
Early years teacher,Healthcare,Decreasing,High,142459.41,Associate Degree,19,6965,5146,41.99,72.8,Brazil,59.97
Curator,Entertainment,Increasing,Low,127003.19,Bachelor’s Degree,12,6939,1644,3.2,50.42,Brazil,58.05
Consulting civil engineer,Manufacturing,Decreasing,High,53605.71,Bachelor’s Degree,6,228,2483,96.56,61.53,Canada,20.98
Investment analyst,Education,Decreasing,Moderate,43407.35,High School,15,3238,4150,51.74,32.79,Brazil,67.7
"Psychotherapist, dance movement",IT,Increasing,Moderate,63350.44,High School,18,6657,9840,34.99,98.79,Canada,79.07
Recruitment consultant,Healthcare,Increasing,Moderate,33570.9,Master’s Degree,11,6385,6110,78.74,85.19,Canada,57.0
"Psychologist, occupational",IT,Decreasing,Moderate,78611.15,PhD,7,7974,1990,14.41,41.47,Germany,58.52
Research scientist (life sciences),Finance,Decreasing,Moderate,51609.26,PhD,9,2408,3186,12.39,59.2,Canada,20.34
Theatre director,Finance,Decreasing,Moderate,141795.75,Associate Degree,11,8335,826,67.72,2.35,China,30.27
Solicitor,Finance,Decreasing,Low,145230.37,PhD,4,9591,4380,84.49,95.18,Australia,76.65
"Engineer, agricultural",Healthcare,Increasing,Moderate,57301.61,Bachelor’s Degree,18,3778,1890,31.41,24.92,India,36.63
"Designer, multimedia",Finance,Decreasing,Moderate,47971.72,Master’s Degree,19,5616,5227,79.38,46.86,India,22.0
Tourism officer,Manufacturing,Decreasing,Moderate,100416.2,PhD,15,8123,4172,89.41,73.27,Brazil,78.87
Conference centre manager,Manufacturing,Increasing,High,91369.16,Master’s Degree,17,9386,7410,5.63,32.88,Germany,57.88
Manufacturing systems engineer,Transportation,Increasing,Moderate,48396.13,Associate Degree,3,9507,8719,80.57,42.15,Germany,40.98
"Designer, fashion/clothing",IT,Increasing,High,88057.53,High School,16,9035,5401,94.83,20.96,China,78.89
"Engineer, land",Healthcare,Increasing,Low,52920.29,Associate Degree,4,1335,7560,66.96,87.29,Brazil,45.12
Professor Emeritus,Healthcare,Increasing,High,83975.55,Bachelor’s Degree,20,2144,5814,58.7,90.91,Brazil,38.08
Risk manager,Finance,Decreasing,High,128438.56,Master’s Degree,7,4415,9536,24.8,42.0,Australia,57.82
International aid/development worker,Entertainment,Increasing,Low,88447.47,Bachelor’s Degree,2,7677,3105,24.34,43.97,Australia,78.92
Arts administrator,Retail,Decreasing,Low,119476.44,Master’s Degree,0,611,3832,36.76,62.85,Canada,24.05
Product manager,Healthcare,Decreasing,Moderate,39101.64,PhD,14,2880,2645,38.85,97.64,India,58.26
Health visitor,Retail,Increasing,Low,91193.12,Master’s Degree,2,9608,1501,55.5,15.6,Canada,54.52
Air traffic controller,Finance,Decreasing,High,104556.27,PhD,5,7379,2737,93.74,63.76,China,34.17
Industrial buyer,IT,Increasing,Low,61720.76,Bachelor’s Degree,12,8106,2059,32.61,18.25,Australia,76.63
"Lecturer, higher education",Manufacturing,Increasing,Moderate,88743.11,Associate Degree,17,456,3754,69.5,95.75,China,73.61
"Lighting technician, broadcasting/film/video",Education,Increasing,Moderate,117629.45,Bachelor’s Degree,12,5210,2556,41.88,78.17,China,50.39
Medical sales representative,IT,Increasing,Moderate,148997.89,Associate Degree,14,8686,5129,77.91,62.06,Canada,54.07
"Radiographer, therapeutic",Manufacturing,Decreasing,High,144252.06,Master’s Degree,10,196,9570,82.0,99.76,USA,63.71
Energy engineer,Entertainment,Decreasing,Moderate,112758.85,High School,17,8051,9079,89.05,12.24,Australia,78.61
Leisure centre manager,Entertainment,Increasing,High,136116.95,PhD,4,848,9125,51.33,60.74,India,55.92
Professor Emeritus,Transportation,Decreasing,Moderate,89275.79,High School,17,6615,496,81.2,35.25,Germany,39.63
Passenger transport manager,IT,Increasing,High,116926.45,High School,15,3492,8501,97.82,40.78,UK,33.97
Banker,Retail,Decreasing,Low,43452.53,PhD,3,7535,3826,53.78,75.54,USA,37.25
"Journalist, newspaper",Manufacturing,Decreasing,High,123458.83,PhD,9,5818,7507,97.18,14.09,Germany,78.58
"Engineer, mining",Transportation,Decreasing,High,85553.74,Bachelor’s Degree,8,9020,7182,63.32,13.74,China,52.57
Animal nutritionist,Retail,Decreasing,High,58912.97,Associate Degree,16,1131,7259,53.89,97.6,China,61.2
Leisure centre manager,IT,Decreasing,High,77940.52,Master’s Degree,15,1365,662,35.14,38.33,India,57.46
Hospital pharmacist,Transportation,Increasing,Low,144582.49,Master’s Degree,14,5082,7011,45.06,68.0,USA,44.15
Museum education officer,Education,Increasing,High,109293.24,High School,1,4055,5132,80.62,27.41,India,52.46
"Therapist, speech and language",Healthcare,Decreasing,Moderate,35177.06,Associate Degree,18,3524,2096,43.97,93.34,Brazil,50.18
Best boy,Manufacturing,Decreasing,High,57456.13,High School,13,907,1121,54.15,78.4,UK,68.51
Air traffic controller,Finance,Decreasing,High,43946.45,PhD,4,8075,789,26.66,6.27,Canada,22.19
"Administrator, charities/voluntary organisations",Manufacturing,Increasing,Low,107478.9,PhD,5,7475,3900,59.68,68.34,Canada,34.35
Public librarian,Retail,Increasing,High,98566.14,High School,14,1473,5277,79.61,89.12,Canada,59.35
Financial controller,IT,Increasing,Low,35813.32,Bachelor’s Degree,14,9484,753,42.35,47.73,UK,75.94
"Merchandiser, retail",Finance,Increasing,Low,42045.69,PhD,3,4209,661,3.64,81.65,Canada,73.61
"Scientist, research (life sciences)",Retail,Increasing,High,90478.53,High School,11,2315,8045,76.83,8.2,Germany,22.81
Learning mentor,Education,Decreasing,High,142414.42,Bachelor’s Degree,11,2375,1387,62.76,3.89,Canada,21.26
Copy,Retail,Decreasing,Moderate,137713.7,High School,3,7074,8037,49.63,55.89,Brazil,69.32
"Psychologist, educational",Retail,Decreasing,High,99256.02,High School,8,8958,503,24.22,51.48,Canada,79.48
Technical author,Education,Increasing,Low,133366.0,Master’s Degree,9,9568,9856,43.52,63.04,Brazil,74.95
Communications engineer,Entertainment,Decreasing,Moderate,112700.41,Associate Degree,16,753,6815,31.27,0.17,Germany,46.98
Sports development officer,Entertainment,Decreasing,High,74247.02,Bachelor’s Degree,20,7340,2604,31.85,78.48,USA,63.2
Magazine journalist,Manufacturing,Increasing,Low,135215.44,Bachelor’s Degree,12,8482,183,1.17,72.17,Brazil,42.15
Bonds trader,Entertainment,Increasing,Low,113173.01,High School,14,9685,6398,55.13,93.35,USA,74.37
Armed forces logistics/support/administrative officer,Entertainment,Decreasing,Moderate,80617.68,PhD,10,8059,1748,51.4,42.54,UK,43.86
Archaeologist,Retail,Increasing,Low,77850.25,Master’s Degree,1,7784,610,98.02,11.7,Brazil,63.09
"Designer, furniture",Finance,Increasing,High,120584.47,Associate Degree,5,1315,4936,59.7,76.56,Germany,75.2
Press photographer,Education,Decreasing,High,149342.57,Associate Degree,0,2487,4051,68.53,75.21,USA,31.12
Sports administrator,Entertainment,Increasing,Low,62048.82,PhD,0,1595,1541,28.33,25.09,Canada,26.77
"Scientist, audiological",Education,Increasing,High,137884.63,Bachelor’s Degree,9,7483,599,84.57,19.46,India,20.28
Financial planner,Finance,Decreasing,High,131660.32,High School,1,7031,8969,36.84,83.89,India,41.54
Financial adviser,IT,Increasing,Moderate,50754.57,Associate Degree,18,4386,365,66.45,52.02,Germany,32.38
Video editor,Transportation,Decreasing,Low,131297.16,Master’s Degree,20,3506,6542,93.36,10.24,USA,51.04
"Surveyor, insurance",Manufacturing,Increasing,Low,30627.05,High School,16,1753,4894,89.66,52.94,USA,46.39
"Engineer, electrical",Entertainment,Increasing,Moderate,134101.31,Bachelor’s Degree,17,5924,1830,56.85,84.97,USA,77.48
"Engineer, civil (consulting)",Retail,Decreasing,High,132628.23,Associate Degree,0,6343,7955,27.39,28.04,UK,37.43
Land,Finance,Increasing,Low,57749.42,PhD,10,1959,4409,41.95,65.3,UK,20.38
Archivist,IT,Increasing,Moderate,138358.53,Bachelor’s Degree,20,6627,7918,32.44,55.44,China,71.62
Advice worker,Manufacturing,Increasing,Moderate,147370.63,PhD,16,5348,9361,78.71,97.69,Canada,31.7
"Engineer, materials",Entertainment,Decreasing,Moderate,72976.84,Bachelor’s Degree,0,409,9622,77.76,64.72,Brazil,35.86
"Engineer, land",Entertainment,Increasing,Low,92250.08,Bachelor’s Degree,12,5953,9451,55.44,79.93,Australia,44.72
Futures trader,Manufacturing,Increasing,Low,61478.99,High School,8,1479,5600,1.68,99.61,China,40.27
"Embryologist, clinical",IT,Decreasing,Low,126078.29,Bachelor’s Degree,15,873,9478,17.28,98.19,UK,38.58
"Teacher, early years/pre",Transportation,Decreasing,Moderate,119687.67,Bachelor’s Degree,19,9263,5102,12.54,25.23,Germany,26.68
Chartered certified accountant,Healthcare,Decreasing,High,115674.06,Bachelor’s Degree,1,4443,5298,55.81,27.41,India,66.54
Television/film/video producer,Transportation,Increasing,High,56982.85,Associate Degree,13,1668,4315,32.67,78.97,China,26.23
Ophthalmologist,Finance,Decreasing,Moderate,98056.4,Master’s Degree,0,7670,969,78.77,61.7,India,27.15
Ceramics designer,Finance,Increasing,High,32185.66,Bachelor’s Degree,10,7437,7100,98.35,94.69,Brazil,37.95
TEFL teacher,IT,Increasing,Low,125170.59,Bachelor’s Degree,0,3237,7928,74.13,25.92,UK,21.68
"Conservation officer, nature",Retail,Increasing,Low,38898.15,Associate Degree,14,9688,2203,82.5,50.77,USA,66.52
Product designer,Manufacturing,Increasing,High,43811.67,Bachelor’s Degree,9,2838,2447,87.76,97.39,China,27.5
Bonds trader,Entertainment,Increasing,Moderate,81816.12,PhD,5,5462,7156,20.52,70.41,Germany,55.71
Technical brewer,Education,Decreasing,Moderate,111297.63,Master’s Degree,19,4810,2210,76.52,55.14,Australia,27.53
Hydrogeologist,IT,Increasing,Moderate,86953.21,Associate Degree,14,7952,4694,44.25,95.93,China,68.39
"Designer, television/film set",Education,Increasing,Moderate,139528.98,Associate Degree,20,7446,4460,38.98,61.52,India,24.18
Chief Marketing Officer,Education,Decreasing,Low,124309.86,PhD,0,1155,2235,9.63,95.01,UK,71.9
Chiropractor,Transportation,Increasing,Moderate,134642.85,Bachelor’s Degree,10,7296,9487,84.27,83.16,Australia,35.97
Armed forces logistics/support/administrative officer,Transportation,Increasing,High,74107.45,High School,17,4226,5322,37.09,66.07,USA,45.6
"Administrator, Civil Service",Entertainment,Increasing,Moderate,41692.2,Master’s Degree,11,7216,3484,11.72,28.54,Australia,29.13
Education administrator,Finance,Decreasing,Low,122579.43,Bachelor’s Degree,0,250,9815,29.2,51.78,UK,25.53
Applications developer,IT,Increasing,Low,57422.71,Master’s Degree,18,9309,6432,92.55,49.22,Germany,41.81
Energy manager,Retail,Increasing,Moderate,31195.05,Associate Degree,0,3630,1290,24.43,25.01,Australia,76.32
"Teacher, English as a foreign language",Entertainment,Increasing,High,31560.19,PhD,15,6177,9094,44.85,49.19,Germany,57.83
Air traffic controller,Education,Increasing,Low,83924.23,Bachelor’s Degree,3,3686,9814,10.87,13.7,USA,48.71
Hospital pharmacist,Education,Decreasing,Low,144765.28,Bachelor’s Degree,17,9641,7359,56.08,73.71,UK,28.23
Tax inspector,Healthcare,Decreasing,Low,31736.26,High School,8,9937,8109,72.61,41.32,USA,76.55
Tree surgeon,Entertainment,Increasing,Moderate,140655.38,Master’s Degree,9,319,2739,30.82,86.78,China,54.95
Broadcast journalist,Entertainment,Increasing,Low,113546.12,Master’s Degree,10,8262,3274,54.11,79.11,UK,40.1
Radiation protection practitioner,Transportation,Decreasing,Moderate,44261.67,Associate Degree,19,856,5411,78.09,68.68,Brazil,79.11
"Scientist, research (medical)",Transportation,Decreasing,Moderate,110138.85,Bachelor’s Degree,9,7961,3087,54.37,92.53,Germany,62.24
Animal technologist,Finance,Increasing,Moderate,64588.96,Bachelor’s Degree,14,1011,5483,95.92,50.97,India,62.65
Biomedical engineer,Healthcare,Increasing,Low,49685.35,Master’s Degree,7,6989,2801,77.34,19.62,Australia,65.93
Information systems manager,Finance,Increasing,Moderate,115308.9,Associate Degree,16,9708,1065,16.64,84.72,India,35.81
Set designer,Finance,Decreasing,High,66056.53,Bachelor’s Degree,1,3543,2770,93.92,46.67,UK,51.04
Garment/textile technologist,IT,Increasing,Low,101704.81,Bachelor’s Degree,19,4157,7560,41.12,31.08,UK,51.4
IT sales professional,Manufacturing,Decreasing,Moderate,47044.08,High School,18,911,272,46.77,47.27,Australia,36.87
Drilling engineer,Transportation,Increasing,Moderate,79270.13,Bachelor’s Degree,11,6257,8716,25.51,33.25,USA,33.5
"Teacher, special educational needs",Education,Increasing,High,130830.33,PhD,18,4232,8434,67.51,91.07,China,47.36
Arts administrator,Entertainment,Decreasing,Moderate,91019.69,PhD,1,8461,2373,12.35,49.83,USA,52.64
Maintenance engineer,Manufacturing,Decreasing,Low,85017.61,Master’s Degree,15,2389,7513,27.11,32.36,UK,72.11
Geoscientist,Retail,Increasing,Moderate,93144.38,Master’s Degree,6,2268,1517,51.04,10.31,Germany,54.15
Proofreader,Finance,Increasing,High,30507.69,Associate Degree,7,4647,1775,24.65,65.92,Brazil,66.77
Advertising account planner,Healthcare,Decreasing,High,132032.84,Master’s Degree,0,5036,4207,6.48,45.94,India,76.52
Exercise physiologist,Education,Increasing,Moderate,121585.74,PhD,16,6507,1391,65.9,84.77,Australia,57.84
Diagnostic radiographer,Retail,Increasing,Low,121540.7,Associate Degree,6,5838,3464,97.72,1.74,UK,75.79
Chartered certified accountant,Entertainment,Decreasing,Low,94479.4,Master’s Degree,14,659,3424,18.81,95.16,USA,25.74
Fashion designer,Retail,Decreasing,Moderate,117652.49,Bachelor’s Degree,20,2222,2677,87.15,18.74,UK,31.59
Network engineer,IT,Increasing,High,46017.03,PhD,20,7605,5937,98.29,35.34,Brazil,50.87
Race relations officer,Finance,Decreasing,Moderate,122699.93,Associate Degree,12,4387,8454,56.04,7.79,Australia,23.71
Child psychotherapist,Manufacturing,Increasing,Moderate,79567.48,Bachelor’s Degree,13,790,4231,54.05,33.7,USA,53.17
"Surveyor, mining",Transportation,Increasing,High,72072.56,PhD,3,7952,7741,56.5,3.88,China,79.81
Aid worker,Manufacturing,Increasing,High,87738.31,PhD,12,766,5307,7.7,40.01,India,78.72
Barista,Transportation,Increasing,Low,49944.71,Bachelor’s Degree,4,847,7326,18.28,14.98,Brazil,46.38
Police officer,Transportation,Decreasing,Moderate,131271.3,Master’s Degree,7,8105,9657,36.49,34.26,Canada,35.1
"Research officer, trade union",IT,Increasing,Moderate,65805.8,Associate Degree,8,600,8446,14.74,2.41,UK,43.03
Web designer,Healthcare,Increasing,High,35526.85,High School,10,7824,9284,96.49,13.81,UK,69.91
"Chemist, analytical",Entertainment,Increasing,High,90676.29,PhD,1,1393,8815,62.61,95.13,Canada,35.58
Pathologist,Manufacturing,Decreasing,High,38523.78,High School,12,2301,9631,84.58,73.97,UK,48.62
Energy manager,Retail,Increasing,Moderate,42336.56,PhD,18,3254,6309,38.35,1.93,USA,36.57
Office manager,Retail,Increasing,Low,88045.23,PhD,18,3484,6655,86.55,19.51,USA,52.68
"Teacher, music",Retail,Increasing,High,69803.11,Master’s Degree,18,8701,1667,9.49,1.23,Canada,59.62
"Presenter, broadcasting",IT,Decreasing,Low,139319.44,Associate Degree,18,2324,3074,63.43,46.15,UK,30.87
"Buyer, industrial",Healthcare,Increasing,Low,130997.33,Master’s Degree,13,3335,7637,14.91,40.66,Germany,68.99
"Journalist, magazine",Entertainment,Increasing,High,149788.69,Master’s Degree,18,2131,1062,53.65,30.27,Australia,61.53
Financial trader,Finance,Increasing,Low,48716.75,Master’s Degree,18,7371,2273,95.09,37.39,Canada,44.74
Systems analyst,IT,Decreasing,Moderate,141560.95,Associate Degree,13,1501,6619,35.0,69.68,Canada,39.1
Learning mentor,Entertainment,Increasing,Low,130969.93,Master’s Degree,12,8690,6717,31.7,69.58,Germany,46.14
Press sub,IT,Increasing,Low,129337.92,PhD,17,181,4044,4.05,35.38,China,68.72
Lobbyist,Finance,Increasing,Low,64708.17,High School,6,7744,4495,67.98,15.82,UK,29.55
Translator,IT,Decreasing,High,98878.12,Master’s Degree,15,8832,4764,91.72,78.48,UK,43.09
"Doctor, hospital",Retail,Decreasing,High,70400.8,Associate Degree,19,1579,1196,65.23,2.42,China,24.19
Camera operator,Retail,Decreasing,Low,121909.94,Associate Degree,16,2316,7004,98.33,20.73,Australia,74.36
Biomedical scientist,Retail,Decreasing,Moderate,130721.39,High School,13,6007,2168,94.19,45.58,Canada,67.27
"Physicist, medical",Healthcare,Increasing,Low,90012.44,Associate Degree,11,5869,7530,54.06,69.3,Germany,52.81
Primary school teacher,Finance,Increasing,High,101039.2,PhD,12,680,7166,42.8,93.91,Australia,34.69
Historic buildings inspector/conservation officer,Entertainment,Decreasing,Moderate,77819.77,Master’s Degree,3,613,8115,58.65,22.6,Germany,38.85
Financial manager,IT,Increasing,High,66688.95,Associate Degree,7,7616,7462,87.54,39.46,Germany,77.97
Paramedic,Transportation,Increasing,Moderate,108825.86,PhD,19,113,9442,45.2,82.54,India,21.19
Special effects artist,Manufacturing,Increasing,High,85432.95,Bachelor’s Degree,9,4139,2189,91.35,11.89,Canada,37.44
"Engineer, civil (contracting)",Retail,Decreasing,Moderate,103883.66,High School,8,1214,3186,82.62,47.9,UK,68.47
Theatre director,Retail,Decreasing,High,119571.7,Associate Degree,16,6562,5553,40.37,45.08,China,33.82
Engineering geologist,Entertainment,Decreasing,High,140799.4,Associate Degree,4,799,5816,3.53,42.04,India,34.79
"Doctor, hospital",Retail,Increasing,High,53161.93,Master’s Degree,14,3791,5812,67.64,74.85,UK,41.13
Therapeutic radiographer,Retail,Increasing,Moderate,87127.29,Master’s Degree,13,9760,1421,49.13,15.15,Canada,25.99
Set designer,Retail,Increasing,Moderate,68162.77,PhD,17,2047,3806,81.32,48.69,UK,33.35
Advertising art director,IT,Increasing,Low,38835.83,Associate Degree,2,1189,8060,65.05,3.8,Canada,21.17
Film/video editor,Education,Increasing,Moderate,78925.4,PhD,17,9725,3250,18.54,98.86,China,59.3
"Chemist, analytical",Finance,Decreasing,High,111372.08,Master’s Degree,10,8747,2088,27.17,40.94,Canada,36.48
"Teacher, primary school",Healthcare,Increasing,Low,99328.82,Associate Degree,1,7692,1798,97.27,35.22,USA,55.76
Advertising account executive,Education,Decreasing,Moderate,139122.48,Master’s Degree,3,7654,1341,45.69,18.99,Brazil,35.94
Proofreader,IT,Increasing,Low,54747.23,Associate Degree,14,7711,5770,57.07,36.66,Australia,72.58
Building surveyor,Finance,Increasing,High,70207.89,PhD,14,8523,9730,14.72,96.27,Australia,49.84
Education administrator,Finance,Increasing,Low,77864.59,PhD,3,7041,4108,51.15,29.18,USA,36.75
Financial adviser,Entertainment,Increasing,Moderate,117899.25,Master’s Degree,15,9846,1122,11.22,1.54,China,66.89
Sports therapist,Entertainment,Increasing,High,103654.34,PhD,18,9697,755,19.97,47.48,Brazil,73.16
Telecommunications researcher,Healthcare,Decreasing,High,32325.72,Master’s Degree,17,1734,9273,80.81,77.91,Canada,56.29
Police officer,Healthcare,Increasing,Low,105386.34,High School,18,8011,8327,79.49,16.58,Germany,43.18
Translator,IT,Increasing,High,69744.95,High School,19,5183,1399,78.3,83.1,China,78.17
Surgeon,Finance,Decreasing,Low,82768.83,PhD,16,4661,2529,9.03,67.92,Germany,22.15
Brewing technologist,Retail,Decreasing,High,124633.96,PhD,1,5476,3846,99.61,96.81,USA,68.82
"Doctor, general practice",Manufacturing,Increasing,High,53621.95,Associate Degree,7,1373,8896,53.38,91.74,China,36.55
"Administrator, local government",Manufacturing,Decreasing,High,43456.03,High School,15,1021,4111,18.19,55.36,USA,75.06
"Geneticist, molecular",IT,Increasing,Low,46684.13,PhD,18,8366,9424,62.96,65.12,India,73.54
Diagnostic radiographer,IT,Increasing,Low,97416.75,Associate Degree,8,3638,9393,78.87,36.68,Germany,41.11
Product manager,Manufacturing,Increasing,Low,117129.99,High School,6,120,2755,25.48,13.1,Germany,66.32
"Loss adjuster, chartered",Finance,Increasing,High,78875.15,Associate Degree,10,5514,9960,34.16,83.16,Brazil,39.74
Research scientist (physical sciences),Transportation,Decreasing,Low,96145.08,Associate Degree,12,9050,6485,70.43,7.09,USA,55.21
Hydrogeologist,Finance,Increasing,Low,136055.87,Bachelor’s Degree,1,7632,7663,37.91,65.56,Germany,44.02
Public relations officer,Finance,Decreasing,High,128679.42,High School,4,2080,9348,56.76,3.59,China,73.93
Clinical embryologist,Retail,Decreasing,Low,131241.9,PhD,12,5135,6050,33.64,27.51,India,70.97
Financial trader,Finance,Increasing,High,94826.18,Associate Degree,17,1624,4616,18.87,83.75,India,43.78
Tour manager,Transportation,Increasing,Low,95063.14,PhD,7,4249,1466,62.89,84.54,Germany,46.29
Ceramics designer,IT,Increasing,High,129863.41,PhD,4,9164,3323,2.59,43.42,India,74.49
Chartered accountant,Manufacturing,Decreasing,Moderate,128726.29,Associate Degree,5,7230,9989,51.75,98.71,Australia,53.87
General practice doctor,Entertainment,Decreasing,Low,52023.32,Bachelor’s Degree,11,616,2063,53.19,90.42,China,36.34
"Surveyor, planning and development",Finance,Increasing,Moderate,76984.48,High School,12,5983,4999,86.96,65.55,USA,67.22
Soil scientist,Entertainment,Increasing,High,82023.17,PhD,3,6887,8121,0.34,69.92,India,20.69
"Producer, television/film/video",Retail,Increasing,Moderate,118620.13,High School,9,4456,726,93.5,3.66,UK,22.29
Retail merchandiser,Manufacturing,Decreasing,Low,100847.91,Master’s Degree,16,9207,690,58.46,20.08,UK,66.38
"Horticulturist, commercial",IT,Decreasing,High,40399.44,Associate Degree,2,7967,3690,60.17,26.82,Brazil,20.46
"Doctor, hospital",Healthcare,Decreasing,Moderate,141065.25,PhD,15,3503,7994,90.18,79.61,China,79.19
Acupuncturist,Education,Increasing,Moderate,40874.49,PhD,2,4347,4406,66.42,16.85,Australia,50.83
"Scientist, clinical (histocompatibility and immunogenetics)",Transportation,Decreasing,Moderate,138759.55,Master’s Degree,0,4156,3343,80.03,29.21,China,61.06
Financial planner,Healthcare,Increasing,Moderate,36201.09,High School,19,2530,8362,7.21,11.16,UK,71.86
"Engineer, land",Retail,Decreasing,High,58337.03,Bachelor’s Degree,16,1814,414,56.74,48.16,USA,21.81
Retail merchandiser,Education,Decreasing,Low,137264.4,PhD,16,832,5749,86.34,26.72,Germany,55.73
"Psychologist, sport and exercise",Retail,Decreasing,Low,110586.94,Bachelor’s Degree,2,3214,6123,55.16,49.68,UK,21.16
"Engineer, materials",Education,Increasing,Moderate,103773.73,Associate Degree,6,4643,8508,20.12,88.7,Australia,37.62
Museum education officer,Finance,Increasing,High,137839.09,Master’s Degree,5,6255,7343,6.86,70.99,Brazil,31.1
Clinical psychologist,IT,Decreasing,Moderate,122797.22,Master’s Degree,11,2377,8708,16.58,34.0,UK,36.23
Oceanographer,Transportation,Increasing,Low,129120.76,Master’s Degree,2,8480,9951,21.14,0.48,India,61.02
Careers information officer,Manufacturing,Increasing,Moderate,32430.82,PhD,19,1762,8479,17.7,47.98,Australia,62.47
"Doctor, general practice",Manufacturing,Decreasing,Moderate,120757.38,PhD,0,9365,1002,96.26,67.26,USA,75.35
Public relations account executive,Manufacturing,Increasing,Low,53214.24,PhD,4,6059,1647,93.1,51.31,Brazil,58.43
Advertising art director,Entertainment,Decreasing,Low,39846.8,Master’s Degree,5,3985,7126,31.23,54.47,Canada,57.02
"Scientist, biomedical",Healthcare,Decreasing,Low,76537.97,PhD,19,313,2685,64.41,71.12,Australia,38.9
Advertising copywriter,Transportation,Increasing,High,139232.28,High School,10,9931,4297,85.3,38.11,UK,65.39
"Scientist, physiological",Retail,Increasing,Moderate,38000.3,Bachelor’s Degree,7,1337,8263,79.24,5.67,Australia,79.88
Diplomatic Services operational officer,Transportation,Decreasing,Moderate,113856.17,Bachelor’s Degree,11,5013,167,6.38,5.05,UK,63.8
Health promotion specialist,Manufacturing,Increasing,Low,52720.18,Bachelor’s Degree,16,9121,3512,45.41,18.74,China,39.71
Retail banker,IT,Increasing,Moderate,99496.96,PhD,5,4253,8329,36.11,79.93,India,46.35
"Runner, broadcasting/film/video",Manufacturing,Decreasing,Low,42097.67,High School,5,5579,3423,78.53,2.81,Germany,22.52
Clinical embryologist,Education,Increasing,Moderate,122987.7,PhD,6,9420,1060,73.52,74.69,Brazil,29.24
General practice doctor,Transportation,Decreasing,High,68173.41,Master’s Degree,19,5479,6581,15.93,23.97,Canada,73.76
"Engineer, site",Finance,Increasing,High,118009.83,High School,0,9825,6050,37.18,88.62,India,39.62
Editorial assistant,IT,Increasing,Moderate,131574.04,Master’s Degree,19,9514,3217,16.11,57.17,Brazil,56.7
Heritage manager,Retail,Decreasing,High,85071.06,Bachelor’s Degree,2,1099,6518,63.2,15.11,USA,54.52
Bonds trader,Finance,Increasing,Moderate,89754.13,PhD,8,7141,693,85.61,16.68,Australia,27.44
Lawyer,Education,Decreasing,Moderate,52545.24,PhD,7,9728,4380,68.22,13.8,China,54.54
Hydrographic surveyor,Transportation,Increasing,High,56992.94,Associate Degree,10,4928,5855,16.89,45.04,India,57.8
Personnel officer,Entertainment,Increasing,High,68847.25,High School,13,2027,9160,33.66,19.86,Australia,32.05
Professor Emeritus,Healthcare,Decreasing,High,93495.69,Master’s Degree,0,605,4484,51.23,96.81,India,49.61
Claims inspector/assessor,Finance,Increasing,Moderate,69742.49,PhD,10,166,6435,11.76,28.49,UK,53.57
"Scientist, physiological",IT,Decreasing,Moderate,44127.23,High School,3,3000,5761,60.11,67.07,Canada,64.63
Public house manager,Retail,Increasing,Moderate,63668.9,Master’s Degree,4,7036,7158,17.14,17.07,China,29.04
"Designer, furniture",Finance,Decreasing,High,145473.88,Associate Degree,2,8528,7695,18.15,54.69,USA,50.7
Commercial/residential surveyor,Finance,Increasing,Low,84715.45,Bachelor’s Degree,19,9738,4811,83.28,81.89,Canada,79.3
Water engineer,Finance,Increasing,High,95597.25,Associate Degree,4,7986,6947,42.75,93.04,Australia,39.47
Insurance risk surveyor,Transportation,Increasing,Moderate,93430.38,High School,12,2740,5361,65.93,96.16,Australia,53.04
Adult nurse,Education,Decreasing,Moderate,98233.49,High School,17,1984,3810,88.23,43.47,UK,66.75
"Engineer, site",Entertainment,Increasing,Moderate,107760.5,PhD,12,9256,2777,61.76,34.73,Australia,29.27
Regulatory affairs officer,Retail,Increasing,High,79235.46,Master’s Degree,17,2119,7650,44.45,68.53,USA,35.5
"Doctor, hospital",Healthcare,Increasing,Moderate,35986.76,Bachelor’s Degree,12,1997,9386,93.45,36.7,Canada,30.1
"Surveyor, rural practice",Retail,Decreasing,Moderate,93915.63,Bachelor’s Degree,2,7575,391,93.37,66.28,Germany,47.76
Trading standards officer,Healthcare,Decreasing,High,71392.78,PhD,7,4333,7172,91.3,86.35,Canada,28.18
"Scientist, water quality",IT,Decreasing,Moderate,132082.83,Associate Degree,8,7340,7332,39.52,64.99,China,32.05
"Psychologist, forensic",Finance,Decreasing,Low,32452.36,High School,3,7253,7224,97.39,25.72,Brazil,62.22
Equities trader,Finance,Decreasing,Moderate,113064.83,Associate Degree,12,3374,8040,40.72,43.68,UK,22.41
Community arts worker,Finance,Increasing,High,52140.51,Associate Degree,7,8448,388,5.43,66.53,UK,51.28
"Teacher, adult education",Finance,Decreasing,High,111066.02,Associate Degree,9,7153,1804,45.28,84.59,China,26.47
Diagnostic radiographer,Retail,Decreasing,High,32810.64,High School,8,4711,4450,70.05,1.36,Australia,42.96
Careers adviser,Transportation,Increasing,Low,138496.34,Associate Degree,7,8776,9376,53.07,16.23,UK,59.46
Location manager,Finance,Decreasing,High,98255.83,Bachelor’s Degree,4,3586,1897,84.33,6.35,USA,55.61
"Production assistant, radio",Finance,Increasing,High,74385.96,Master’s Degree,15,6785,2028,7.64,43.13,China,25.57
"Editor, commissioning",Retail,Decreasing,Moderate,81652.75,High School,7,9388,1089,80.16,82.94,Germany,75.67
Charity officer,Healthcare,Increasing,High,99069.66,Master’s Degree,2,7970,195,14.72,76.1,USA,44.94
"Scientist, audiological",Education,Decreasing,High,54236.22,Associate Degree,8,3406,6703,12.13,23.99,Brazil,68.24
"Engineer, water",Entertainment,Decreasing,High,56280.0,Bachelor’s Degree,17,4756,1585,48.66,28.1,Brazil,77.7
Ambulance person,Transportation,Increasing,Low,99302.95,Master’s Degree,20,8591,1407,65.0,60.92,Australia,61.62
Financial controller,Retail,Decreasing,Moderate,114627.87,Associate Degree,19,398,3072,85.98,5.78,Canada,37.32
Early years teacher,Manufacturing,Decreasing,Low,70090.09,Associate Degree,13,9782,7560,56.0,5.25,India,75.0
Catering manager,Retail,Increasing,Moderate,65187.88,PhD,10,8009,2323,65.37,99.39,China,33.71
Exhibition designer,Transportation,Increasing,Moderate,58325.77,Bachelor’s Degree,11,9976,2936,72.27,66.2,USA,79.08
Special effects artist,Transportation,Increasing,High,62580.71,PhD,15,1977,8382,67.7,25.92,India,45.07
Sales promotion account executive,Healthcare,Decreasing,High,85225.25,Associate Degree,14,9056,4369,0.24,8.33,India,66.41
Dietitian,Manufacturing,Increasing,Moderate,82371.58,Associate Degree,1,2924,2605,10.98,71.05,China,64.7
"Designer, ceramics/pottery",Healthcare,Decreasing,High,90260.46,High School,10,5014,7984,79.01,99.19,India,62.1
Chief Financial Officer,Education,Decreasing,Low,80438.94,PhD,12,2571,9167,47.03,33.37,China,37.76
Veterinary surgeon,Transportation,Increasing,High,136225.27,PhD,5,770,1071,74.35,35.11,Brazil,41.39
"Nurse, mental health",Healthcare,Decreasing,High,138042.57,Master’s Degree,19,6503,9637,1.16,50.18,China,27.92
Food technologist,Finance,Increasing,Moderate,142373.42,High School,2,237,9551,30.94,69.65,UK,44.39
Warehouse manager,Retail,Decreasing,Moderate,87722.65,High School,20,8181,4239,98.1,39.04,India,66.38
"Surveyor, planning and development",IT,Increasing,Low,141329.95,Associate Degree,16,1539,9547,65.39,85.5,India,38.56
Information systems manager,Transportation,Decreasing,High,41553.7,Associate Degree,6,3132,2548,79.51,4.09,USA,63.39
"Therapist, sports",Healthcare,Increasing,Low,88809.61,Associate Degree,19,6424,3999,36.91,14.92,Canada,59.55
Curator,Education,Increasing,Moderate,65023.38,High School,15,3976,7912,28.58,41.42,Brazil,67.91
"Radiographer, therapeutic",Finance,Increasing,Low,141071.7,Bachelor’s Degree,7,3191,103,18.61,34.07,UK,62.95
"Merchandiser, retail",Retail,Decreasing,Low,77679.39,Bachelor’s Degree,2,438,8297,65.77,85.65,USA,73.67
Freight forwarder,Manufacturing,Increasing,Moderate,95425.07,Associate Degree,3,558,6901,56.22,75.23,Brazil,22.27
"Surveyor, rural practice",Entertainment,Increasing,High,82566.98,High School,19,1824,4814,78.05,95.19,China,30.41
"Designer, multimedia",Education,Decreasing,Moderate,125707.11,High School,0,834,5367,6.39,18.43,Brazil,29.5
Careers information officer,Entertainment,Increasing,Moderate,105692.35,Bachelor’s Degree,0,9802,8296,20.7,3.73,UK,45.23
Amenity horticulturist,Finance,Decreasing,High,78756.34,Master’s Degree,7,2410,803,34.37,39.59,Germany,51.48
Ship broker,IT,Decreasing,Low,121332.63,Bachelor’s Degree,16,7925,1525,91.77,88.67,India,68.48
"Scientist, research (life sciences)",Finance,Increasing,High,57333.99,Associate Degree,11,8657,2275,54.77,98.93,Germany,34.44
Paramedic,Entertainment,Increasing,High,56048.08,Bachelor’s Degree,16,7545,7564,5.24,74.4,Canada,75.49
Chartered public finance accountant,IT,Increasing,High,67982.02,High School,6,6236,6409,49.09,23.28,India,48.04
"Research officer, trade union",Manufacturing,Decreasing,Low,41112.64,PhD,5,5403,3015,45.87,34.42,China,68.28
Ship broker,Transportation,Decreasing,Low,48094.73,Bachelor’s Degree,5,4801,9950,95.75,39.17,India,77.44
Musician,Manufacturing,Increasing,Moderate,67233.46,Associate Degree,8,9186,241,9.64,29.05,USA,69.15
"Programme researcher, broadcasting/film/video",IT,Increasing,High,61912.14,High School,19,5467,6048,93.08,0.65,Germany,60.71
Human resources officer,Healthcare,Decreasing,High,110841.8,Associate Degree,12,686,7210,86.94,61.58,China,32.73
"Horticulturist, commercial",Manufacturing,Increasing,Moderate,66363.51,Associate Degree,2,3729,9249,90.67,87.22,Australia,34.6
"Sound technician, broadcasting/film/video",Manufacturing,Decreasing,High,55026.01,High School,8,2570,2264,82.46,16.39,Canada,38.82
"Embryologist, clinical",Education,Increasing,High,126965.11,Master’s Degree,14,1897,9261,6.41,94.77,USA,32.58
Neurosurgeon,Entertainment,Decreasing,High,126395.97,High School,16,829,1050,81.06,93.62,Germany,31.99
"Administrator, local government",IT,Decreasing,High,46617.29,Bachelor’s Degree,1,3796,6836,92.59,89.74,Brazil,75.49
Retail banker,Education,Decreasing,High,133216.09,Master’s Degree,2,7192,6912,86.6,79.51,Brazil,31.92
Advertising art director,Finance,Increasing,High,45435.54,Master’s Degree,18,2611,9344,59.54,51.85,UK,43.71
Theatre manager,Education,Increasing,High,86415.87,Bachelor’s Degree,0,236,4754,27.48,56.33,India,20.51
Broadcast engineer,IT,Increasing,Low,139362.45,High School,12,3221,8003,32.78,30.78,Brazil,41.79
Recycling officer,Education,Increasing,High,121059.22,Associate Degree,19,6662,6242,91.4,64.73,Brazil,35.23
Quantity surveyor,Education,Increasing,High,102404.29,Associate Degree,20,5268,1282,61.96,58.77,Canada,66.37
Commercial art gallery manager,Entertainment,Increasing,High,39505.44,Associate Degree,2,1802,5297,83.26,33.6,UK,54.1
Teaching laboratory technician,Finance,Increasing,Moderate,121128.39,High School,3,8914,5440,7.24,84.15,India,69.9
Brewing technologist,Education,Increasing,High,97643.95,High School,1,7126,2818,41.95,7.78,India,34.51
Minerals surveyor,Healthcare,Decreasing,High,81424.96,High School,9,9004,8221,87.8,30.44,India,66.85
Financial risk analyst,IT,Increasing,Low,85857.09,Bachelor’s Degree,8,2844,7090,47.5,33.29,China,51.58
"Programmer, multimedia",Entertainment,Decreasing,Low,108124.36,Bachelor’s Degree,16,7315,4000,10.54,57.67,Brazil,76.53
Midwife,Entertainment,Increasing,High,130061.67,Master’s Degree,17,3589,1464,37.47,13.15,Brazil,65.51
Prison officer,Education,Increasing,Moderate,33583.35,PhD,14,675,4112,68.89,50.41,Australia,42.24
"Runner, broadcasting/film/video",Finance,Increasing,Moderate,51765.71,High School,6,6372,9522,32.2,82.68,China,33.16
Chartered certified accountant,Finance,Decreasing,High,32348.12,Master’s Degree,1,7303,9678,3.39,25.47,China,61.13
Retail buyer,IT,Increasing,Low,36509.95,Associate Degree,15,8259,7693,42.9,17.11,Australia,67.68
Lobbyist,Retail,Increasing,Low,55283.84,PhD,0,8300,7499,4.87,30.45,Canada,52.22
Advertising copywriter,Healthcare,Decreasing,Low,42738.68,High School,1,360,9289,19.63,63.98,Canada,52.89
Retail banker,Finance,Decreasing,Low,125010.45,Bachelor’s Degree,7,1592,6391,81.52,95.43,Brazil,21.71
Camera operator,Transportation,Decreasing,Low,117905.36,Bachelor’s Degree,17,9233,527,16.86,59.84,China,77.4
Plant breeder/geneticist,IT,Increasing,High,89622.08,Master’s Degree,2,8911,6663,96.87,36.27,Brazil,29.89
Comptroller,IT,Increasing,High,104825.03,PhD,1,5680,4449,25.35,80.73,Germany,36.3
"Engineer, agricultural",Transportation,Decreasing,Low,133630.22,Master’s Degree,19,6856,3972,76.76,39.65,USA,64.34
Chief of Staff,IT,Decreasing,High,52294.07,Associate Degree,4,6283,275,9.5,71.45,Australia,54.88
Medical physicist,IT,Increasing,High,124189.13,Bachelor’s Degree,12,9273,7279,68.97,48.02,India,49.72
Maintenance engineer,Manufacturing,Increasing,Moderate,30222.68,Bachelor’s Degree,17,6450,2330,87.64,2.48,India,45.31
Market researcher,Retail,Increasing,High,108236.8,Master’s Degree,5,8153,1484,79.77,96.53,USA,48.03
"Scientist, clinical (histocompatibility and immunogenetics)",Entertainment,Decreasing,Low,100482.19,Associate Degree,19,3791,579,68.59,81.03,India,77.9
Futures trader,Finance,Decreasing,High,78013.49,Master’s Degree,18,7834,9838,50.11,57.02,UK,64.43
"Psychologist, clinical",Education,Decreasing,High,63333.44,Associate Degree,0,8348,341,26.4,4.92,USA,39.11
Geophysicist/field seismologist,Finance,Decreasing,Low,61997.2,Associate Degree,2,7477,3373,18.19,42.22,Australia,36.92
"Clinical scientist, histocompatibility and immunogenetics",Retail,Increasing,Moderate,30499.37,Bachelor’s Degree,4,6955,2852,79.14,0.43,Brazil,29.11
Microbiologist,Transportation,Increasing,High,114226.13,Associate Degree,13,5141,4243,87.62,42.65,Australia,34.01
Risk manager,Manufacturing,Increasing,Moderate,105257.72,Bachelor’s Degree,12,5510,7362,30.32,20.53,USA,59.01
Visual merchandiser,Education,Increasing,Low,100102.33,Master’s Degree,5,4411,7296,44.56,72.24,Germany,53.79
Sport and exercise psychologist,Manufacturing,Increasing,Low,100626.04,Bachelor’s Degree,5,5400,5464,92.64,29.29,China,68.41
Government social research officer,Transportation,Decreasing,High,133230.3,Bachelor’s Degree,3,9484,9219,51.48,38.55,India,71.44
Fisheries officer,Manufacturing,Increasing,High,98577.7,Master’s Degree,10,9726,8131,28.29,56.33,Brazil,27.63
"Chemist, analytical",Finance,Decreasing,Moderate,124215.86,Bachelor’s Degree,12,4864,9387,70.08,77.25,USA,65.39
"Surveyor, insurance",Entertainment,Decreasing,High,70428.21,Associate Degree,10,2135,1725,27.06,2.41,Canada,70.6
Chief of Staff,Entertainment,Decreasing,Low,131821.09,High School,4,2032,3254,41.41,61.58,China,53.79
Airline pilot,Manufacturing,Increasing,Low,107951.32,Master’s Degree,17,8166,1970,58.83,49.18,India,31.77
Corporate investment banker,IT,Decreasing,High,85632.05,Master’s Degree,15,3617,6863,52.06,54.46,Germany,47.94
"Therapist, speech and language",Healthcare,Decreasing,High,68241.41,Bachelor’s Degree,17,9117,6942,57.3,82.42,Brazil,47.87
Barrister,Healthcare,Decreasing,Low,65512.41,Associate Degree,2,1052,1268,99.29,79.82,Canada,23.12
"Civil engineer, consulting",Healthcare,Increasing,Moderate,39200.32,High School,20,5008,9972,39.86,63.02,Australia,76.31
"Therapist, nutritional",IT,Decreasing,Low,39321.13,Master’s Degree,8,5391,9387,21.0,2.21,China,53.92
Advertising account planner,Retail,Increasing,Moderate,120023.8,Bachelor’s Degree,5,3191,1661,71.43,33.74,China,33.81
Music therapist,IT,Decreasing,Low,123957.39,Bachelor’s Degree,16,2689,3612,2.52,65.18,USA,22.27
Aeronautical engineer,Retail,Decreasing,High,117057.24,Associate Degree,14,9231,9050,65.26,16.3,Canada,66.21
Secretary/administrator,Retail,Increasing,Low,77363.92,PhD,4,5779,6798,11.31,58.95,China,36.4
"Scientist, research (physical sciences)",Transportation,Decreasing,Moderate,94237.9,Master’s Degree,17,9796,4668,11.8,7.04,India,28.22
"Psychologist, prison and probation services",Manufacturing,Decreasing,Low,144921.83,Master’s Degree,16,752,2363,65.81,91.92,China,52.87
Lexicographer,Entertainment,Decreasing,Moderate,60704.52,Associate Degree,17,1294,3220,65.35,46.64,UK,26.23
"Psychologist, forensic",Manufacturing,Decreasing,High,59907.09,Master’s Degree,6,997,2855,55.16,20.92,Canada,28.84
Counselling psychologist,Transportation,Increasing,Moderate,132295.37,High School,0,4147,6127,78.14,15.22,Canada,74.15
Photographer,Entertainment,Increasing,Low,128077.98,Master’s Degree,1,4614,1952,53.9,84.92,Australia,40.55
Armed forces logistics/support/administrative officer,Transportation,Decreasing,High,89447.78,PhD,3,2820,700,4.8,77.0,UK,39.47
"Surveyor, commercial/residential",IT,Increasing,High,89782.78,PhD,16,6993,4651,50.53,69.97,Canada,35.28
Intelligence analyst,IT,Increasing,High,45308.86,Master’s Degree,4,5015,9434,60.31,89.15,USA,41.29
"Civil engineer, contracting",Education,Increasing,Moderate,100017.5,Associate Degree,16,3402,5518,90.24,20.45,Australia,41.77
Curator,Finance,Increasing,High,89617.44,PhD,4,7931,985,67.99,46.87,UK,63.3
Herbalist,Education,Decreasing,High,85151.54,Bachelor’s Degree,12,9490,670,49.75,51.8,China,60.33
Archaeologist,IT,Decreasing,Moderate,78526.07,High School,2,5414,2106,32.86,39.67,UK,34.14
Corporate treasurer,Finance,Increasing,Low,70263.33,Master’s Degree,13,2569,4436,42.62,90.25,USA,52.73
Architectural technologist,Retail,Increasing,Moderate,127874.56,Master’s Degree,14,4797,1632,80.12,43.86,Brazil,68.31
Proofreader,Finance,Increasing,Moderate,139878.65,High School,17,1979,6115,36.22,81.24,India,56.67
Fashion designer,Finance,Decreasing,Moderate,111401.21,PhD,9,2285,8111,83.06,61.31,Brazil,55.43
Clinical psychologist,Retail,Increasing,Moderate,47077.77,Master’s Degree,13,2662,9385,92.0,49.18,India,62.12
Environmental health practitioner,Healthcare,Increasing,Low,123990.85,Bachelor’s Degree,3,1930,174,49.7,4.03,Brazil,27.38
Product manager,IT,Increasing,Moderate,103255.93,Associate Degree,13,3197,4317,23.37,54.71,USA,39.17
Hospital pharmacist,Manufacturing,Increasing,Moderate,76315.89,Bachelor’s Degree,8,5950,5334,98.86,80.79,Canada,28.32
Planning and development surveyor,IT,Decreasing,Low,121306.47,Master’s Degree,0,3402,3408,84.92,68.96,Australia,63.5
"Engineer, civil (consulting)",Education,Decreasing,Moderate,101751.82,Bachelor’s Degree,2,9505,8232,77.28,53.06,USA,42.37
Secretary/administrator,Transportation,Decreasing,High,149833.46,Master’s Degree,5,8471,4693,26.43,60.32,Australia,69.53
Records manager,Healthcare,Decreasing,Low,61236.57,Master’s Degree,10,8273,9328,67.45,42.65,China,75.88
"Physicist, medical",Education,Increasing,Moderate,56114.6,Bachelor’s Degree,20,3704,7738,52.42,14.29,UK,61.84
Community development worker,IT,Increasing,Low,97098.25,PhD,19,7817,3286,35.72,64.15,Australia,21.06
"Engineer, automotive",Education,Decreasing,Moderate,107131.05,High School,14,8982,504,58.62,13.12,Brazil,20.62
Chartered loss adjuster,Healthcare,Decreasing,Moderate,118061.15,Bachelor’s Degree,20,9584,9405,74.54,17.48,UK,72.47
Warden/ranger,Retail,Decreasing,High,84921.47,High School,9,4264,2441,86.65,33.31,Brazil,24.56
"Scientist, clinical (histocompatibility and immunogenetics)",IT,Decreasing,Moderate,48819.98,PhD,9,4449,6061,35.4,23.5,Canada,54.45
Charity officer,IT,Increasing,High,134528.45,High School,5,3874,6544,93.27,65.63,Brazil,59.59
Environmental consultant,Finance,Decreasing,Moderate,143260.1,High School,20,9033,7848,74.88,9.66,Canada,60.96
Animator,Retail,Decreasing,Moderate,102277.18,PhD,0,5947,447,67.79,78.49,China,78.26
Paramedic,IT,Increasing,High,135732.79,High School,2,6437,4408,35.01,78.14,Australia,70.85
Automotive engineer,Entertainment,Increasing,High,126248.28,Master’s Degree,1,9240,8660,32.86,83.21,USA,25.17
Fisheries officer,Transportation,Increasing,Moderate,108725.05,High School,15,4751,1551,68.87,88.6,Germany,50.99
Jewellery designer,Entertainment,Increasing,Moderate,141496.3,PhD,2,5666,7404,83.67,72.97,UK,77.42
Copy,Retail,Increasing,Moderate,104564.28,Master’s Degree,8,6786,1457,99.82,59.15,USA,64.12
Banker,Entertainment,Increasing,Low,39965.06,Associate Degree,9,6749,5036,7.14,54.56,Germany,54.83
"Research officer, trade union",Entertainment,Decreasing,Low,140087.39,Associate Degree,3,260,8141,14.4,42.88,Australia,73.19
Marine scientist,Transportation,Decreasing,Low,127447.54,Associate Degree,13,7165,8375,45.98,46.61,India,35.87
Hotel manager,Transportation,Decreasing,Moderate,109192.62,Master’s Degree,1,6710,2673,45.53,28.86,China,43.18
Sports therapist,Retail,Increasing,Low,81000.47,Associate Degree,5,7627,4547,13.18,71.71,UK,48.95
Charity officer,Finance,Increasing,Low,81272.97,Associate Degree,10,7727,9852,33.46,0.09,USA,70.55
"Therapist, music",Entertainment,Increasing,Low,100707.5,Master’s Degree,13,7938,8828,31.52,48.46,India,57.8
Medical sales representative,Transportation,Decreasing,Moderate,48536.06,Associate Degree,10,8551,3092,23.51,50.19,Germany,69.15
Tourist information centre manager,Healthcare,Decreasing,Moderate,99758.66,PhD,19,9391,4220,62.87,31.12,Canada,71.48
Technical sales engineer,Entertainment,Increasing,High,80528.01,PhD,5,8701,8275,14.19,85.33,India,39.47
"Designer, television/film set",Finance,Increasing,Moderate,110581.18,Master’s Degree,9,4964,7102,97.61,1.13,China,37.52
Risk manager,Finance,Increasing,High,136972.16,Bachelor’s Degree,15,6549,5832,57.65,8.17,Australia,57.8
Audiological scientist,Retail,Decreasing,Moderate,110650.9,High School,12,2746,7401,28.82,81.2,UK,39.32
Analytical chemist,Finance,Decreasing,High,88822.95,Bachelor’s Degree,15,9030,2819,21.1,82.11,Canada,23.73
Chiropodist,Finance,Decreasing,Low,101690.14,Associate Degree,2,5293,1303,38.14,58.83,China,38.19
Art gallery manager,Manufacturing,Increasing,Low,105252.21,Master’s Degree,9,5690,967,31.86,48.13,Germany,48.01
"Buyer, industrial",Healthcare,Decreasing,Low,139854.79,Bachelor’s Degree,15,5203,7534,73.13,37.63,Brazil,53.88
Brewing technologist,IT,Decreasing,Low,107210.59,High School,15,1268,4613,10.57,11.38,Canada,37.21
Publishing copy,Entertainment,Increasing,Moderate,74244.6,Master’s Degree,14,8846,9054,8.37,39.25,Australia,27.01
Naval architect,Healthcare,Increasing,High,44084.94,Master’s Degree,4,5950,8349,23.79,85.46,Canada,68.32
Early years teacher,Healthcare,Decreasing,Low,99721.0,Master’s Degree,15,7467,6711,42.42,41.15,China,58.2
Public librarian,Retail,Increasing,High,87818.26,PhD,20,6522,8079,49.35,36.53,UK,21.54
"Pilot, airline",Entertainment,Decreasing,Low,59207.59,High School,18,3347,7315,97.06,26.61,Australia,38.32
Dance movement psychotherapist,Entertainment,Decreasing,Low,107103.99,Master’s Degree,15,9405,601,88.44,88.17,USA,29.29
Tax adviser,Manufacturing,Increasing,Low,44905.56,Associate Degree,14,2659,9292,50.67,56.1,UK,62.5
"Therapist, horticultural",Transportation,Increasing,High,143348.44,Associate Degree,14,948,6509,32.38,17.6,USA,56.04
"Scientist, research (medical)",Manufacturing,Increasing,High,44249.96,High School,4,1235,4070,90.43,19.58,China,35.49
Educational psychologist,Finance,Decreasing,Moderate,65904.34,Associate Degree,6,5404,3749,6.74,77.11,India,45.21
Data processing manager,Entertainment,Increasing,Low,76537.88,PhD,0,3448,5143,89.6,31.51,India,29.45
"Surveyor, land/geomatics",Education,Decreasing,Moderate,87963.14,Master’s Degree,14,4564,6586,56.45,32.87,India,34.96
Logistics and distribution manager,Retail,Increasing,Moderate,32302.3,High School,13,1544,1245,22.91,91.18,Australia,70.66
Warehouse manager,Manufacturing,Decreasing,High,80463.82,PhD,18,4197,5463,62.51,38.98,China,21.18
"Programmer, applications",IT,Increasing,Low,147876.01,PhD,13,7925,5119,56.36,71.25,Canada,77.07
Chief Financial Officer,Healthcare,Increasing,High,48199.89,PhD,1,6686,6638,29.56,27.88,USA,37.1
Exhibition designer,Education,Decreasing,Low,85849.82,Bachelor’s Degree,4,806,746,21.77,44.21,UK,65.93
Forensic psychologist,IT,Increasing,Low,40218.71,High School,1,4379,1307,57.79,61.47,Brazil,53.35
Water quality scientist,Transportation,Decreasing,Moderate,116513.75,Bachelor’s Degree,18,4547,1444,11.34,29.9,Canada,67.49
Water engineer,Retail,Decreasing,High,145213.8,Master’s Degree,15,6858,245,68.14,87.11,Germany,61.58
Human resources officer,Entertainment,Decreasing,Moderate,83123.17,High School,15,3508,3529,23.2,66.12,China,60.77
Information systems manager,Finance,Increasing,Moderate,142142.08,Associate Degree,14,9430,9467,42.11,79.93,Brazil,71.54
Industrial/product designer,Retail,Decreasing,Low,44504.82,Master’s Degree,9,3398,8018,76.22,8.48,Brazil,76.96
Health and safety inspector,Retail,Increasing,High,144416.15,Bachelor’s Degree,18,6550,3423,36.0,87.99,USA,59.96
"Therapist, sports",Retail,Decreasing,Low,139985.61,Master’s Degree,3,7203,6875,77.04,4.0,Australia,30.02
Publishing rights manager,Healthcare,Increasing,Low,117858.32,PhD,16,7752,3042,46.38,75.17,Canada,47.7
Child psychotherapist,Manufacturing,Decreasing,Moderate,143332.49,PhD,15,5268,2010,47.46,69.33,Brazil,75.01
Public relations officer,Entertainment,Increasing,Moderate,59358.44,Master’s Degree,3,701,1361,12.9,22.97,USA,79.08
"Doctor, general practice",Finance,Decreasing,Moderate,101363.6,PhD,19,8988,6577,1.71,61.7,Germany,55.75
Restaurant manager,Retail,Decreasing,Low,46778.07,PhD,7,7254,8431,20.7,7.35,Brazil,21.98
"Loss adjuster, chartered",Education,Decreasing,Low,134043.48,Master’s Degree,18,3105,5897,19.68,32.37,Canada,54.27
Sports coach,Healthcare,Decreasing,High,107366.87,PhD,10,1732,6526,38.21,35.07,China,42.58
Magazine journalist,Education,Increasing,High,73047.22,Bachelor’s Degree,13,9974,3545,86.59,83.48,UK,33.29
Insurance underwriter,Manufacturing,Increasing,High,94321.95,PhD,16,1366,3869,21.48,82.7,Australia,46.64
Banker,Transportation,Increasing,Low,57289.59,Bachelor’s Degree,2,5811,6682,74.71,98.48,India,68.96
Ship broker,Education,Decreasing,Moderate,91355.06,Master’s Degree,8,6816,1415,0.15,38.72,China,32.47
Chiropodist,Retail,Increasing,Low,88515.23,Associate Degree,1,1770,6709,73.14,23.47,Canada,65.27
"Teacher, special educational needs",Transportation,Decreasing,High,33859.94,Associate Degree,8,6129,4565,12.88,61.37,Canada,76.29
Television/film/video producer,Manufacturing,Decreasing,Low,101046.17,Master’s Degree,14,2984,1198,63.93,74.43,UK,44.37
"Buyer, industrial",Education,Decreasing,High,110865.06,High School,16,2483,3601,70.0,95.24,China,24.47
"Therapist, art",Retail,Increasing,Low,53752.41,PhD,3,6573,4176,2.52,27.43,UK,39.15
Risk manager,Finance,Increasing,Moderate,55719.83,High School,0,9531,5673,97.3,12.41,India,20.37
"Surveyor, land/geomatics",Healthcare,Increasing,High,34123.71,Associate Degree,19,4493,4687,5.72,5.65,USA,31.71
Publishing rights manager,Healthcare,Decreasing,Low,54208.71,High School,8,6827,3278,41.42,55.54,UK,51.36
Armed forces training and education officer,Transportation,Increasing,Low,102734.58,High School,2,6720,1183,24.04,78.31,Brazil,46.04
Barrister's clerk,Finance,Increasing,Moderate,149554.06,High School,8,3955,246,60.18,15.09,Canada,77.08
Proofreader,IT,Increasing,Moderate,110834.43,Associate Degree,7,9053,5876,42.45,94.11,India,44.76
"Engineer, maintenance (IT)",IT,Decreasing,Moderate,59962.54,Master’s Degree,16,2266,3575,68.98,34.39,India,38.63
Glass blower/designer,Education,Decreasing,Low,65222.44,High School,15,9289,4682,77.78,85.12,India,78.37
"Scientist, marine",Transportation,Increasing,High,83534.42,Master’s Degree,16,5636,7364,29.7,17.64,Australia,32.89
"Teacher, special educational needs",Healthcare,Increasing,Low,149241.99,Associate Degree,14,2835,2389,72.69,67.59,Brazil,65.32
Clinical cytogeneticist,Retail,Increasing,Moderate,39990.72,Master’s Degree,16,837,8510,68.45,9.13,Germany,38.71
Medical technical officer,Finance,Increasing,Moderate,82963.49,Master’s Degree,9,5900,9799,10.82,15.06,India,64.45
"Development worker, community",Finance,Decreasing,Low,100861.36,Associate Degree,9,3385,6001,11.47,48.36,Canada,50.59
Clinical psychologist,Manufacturing,Decreasing,Low,100313.15,Bachelor’s Degree,11,3725,3171,73.12,20.27,USA,44.54
Holiday representative,Entertainment,Decreasing,Moderate,146700.57,Associate Degree,3,6561,1716,70.89,10.2,Germany,31.91
Public affairs consultant,Entertainment,Increasing,High,111503.14,PhD,5,8789,9152,62.56,71.0,USA,74.58
Planning and development surveyor,Entertainment,Decreasing,High,121549.42,Master’s Degree,9,7681,4785,14.51,62.4,India,58.85
Hydrogeologist,Transportation,Decreasing,Moderate,41712.93,High School,1,1259,1244,49.37,21.03,India,53.59
Music tutor,Transportation,Decreasing,Low,125945.52,Bachelor’s Degree,4,8868,9990,9.88,20.62,UK,65.17
Psychiatrist,Education,Increasing,High,92927.41,High School,9,7290,4275,58.59,87.84,Germany,21.05
Soil scientist,Retail,Increasing,Moderate,49464.71,Associate Degree,19,3490,2132,13.34,17.25,Australia,31.48
Licensed conveyancer,Education,Increasing,Moderate,70043.08,PhD,17,4887,9860,25.47,82.47,Canada,65.42
Armed forces training and education officer,Retail,Increasing,Low,120617.41,High School,13,3701,4127,27.34,23.6,China,28.56
"Administrator, arts",Transportation,Increasing,Low,45992.55,Associate Degree,18,9442,5343,60.04,25.99,Germany,65.57
Secondary school teacher,Transportation,Increasing,Low,142266.98,PhD,18,2080,7968,10.79,63.41,Australia,21.73
Archaeologist,Healthcare,Increasing,Low,53324.39,Associate Degree,3,3395,9543,75.1,92.46,UK,43.29
Planning and development surveyor,Manufacturing,Increasing,Low,30001.86,Master’s Degree,5,5218,3628,19.16,94.48,UK,44.73
Electronics engineer,Finance,Decreasing,Moderate,133372.67,High School,4,118,2872,8.95,8.54,Australia,69.68
Network engineer,Healthcare,Increasing,High,105867.07,Master’s Degree,3,8761,6049,78.56,86.72,Brazil,74.39
"Engineer, technical sales",Entertainment,Increasing,High,58531.31,Associate Degree,1,1464,5331,85.77,47.9,Germany,32.5
Geochemist,IT,Increasing,High,83520.71,PhD,0,3006,4130,41.23,35.45,USA,42.55
Youth worker,Transportation,Increasing,Moderate,126172.01,PhD,6,1009,3426,32.39,42.83,China,60.03
Restaurant manager,Retail,Increasing,High,117220.14,High School,6,4393,9449,10.09,33.07,UK,48.35
Copy,Manufacturing,Increasing,High,117746.24,Master’s Degree,10,1702,6771,7.42,21.98,India,24.48
Engineering geologist,Education,Increasing,Moderate,141480.28,Bachelor’s Degree,17,5946,9799,28.11,23.23,Canada,34.49
"Surveyor, commercial/residential",Entertainment,Decreasing,Low,71385.55,Associate Degree,16,7217,8007,44.88,71.8,India,41.52
Manufacturing systems engineer,Manufacturing,Increasing,High,40413.27,Bachelor’s Degree,8,7985,7578,69.58,38.08,Canada,31.58
Amenity horticulturist,Entertainment,Increasing,Low,137859.56,Bachelor’s Degree,13,8293,6112,87.52,47.78,Australia,68.88
Youth worker,Retail,Increasing,High,32465.19,PhD,8,8677,6550,35.19,13.29,Canada,73.71
Barrister's clerk,Healthcare,Decreasing,Low,117666.75,Associate Degree,1,1872,8533,8.77,22.53,India,59.35
Police officer,Retail,Increasing,Moderate,65260.16,Master’s Degree,7,400,1243,34.98,60.95,Australia,77.72
Youth worker,IT,Increasing,Moderate,93618.34,Associate Degree,4,3447,2695,54.82,14.6,USA,32.26
"Engineer, technical sales",Transportation,Increasing,Low,125655.33,Associate Degree,10,7145,6439,69.63,80.58,China,65.25
"Engineer, drilling",Manufacturing,Increasing,Moderate,65424.68,Master’s Degree,3,634,5908,35.19,25.36,India,41.39
"Radiographer, diagnostic",Retail,Increasing,Low,55170.95,Associate Degree,15,2892,3573,88.28,68.54,Brazil,57.13
Graphic designer,Retail,Decreasing,Low,59631.63,Bachelor’s Degree,15,827,4741,96.49,12.75,Germany,67.81
Oceanographer,IT,Increasing,Low,85376.93,Bachelor’s Degree,12,1975,8115,48.9,91.26,Brazil,62.51
Insurance claims handler,Retail,Decreasing,Low,45320.49,Master’s Degree,15,1121,4040,75.48,0.07,Germany,43.86
Chartered accountant,Transportation,Increasing,Low,50940.44,Bachelor’s Degree,2,8623,8388,13.75,64.95,China,44.14
Immunologist,Manufacturing,Decreasing,High,104985.0,High School,19,4207,6058,1.02,41.73,China,66.73
Tour manager,Retail,Increasing,High,124017.62,Master’s Degree,19,8477,992,64.66,50.71,Canada,36.97
Chief Marketing Officer,Manufacturing,Increasing,Low,43919.77,High School,12,3776,6480,30.08,12.52,Germany,22.93
Clinical cytogeneticist,Entertainment,Increasing,Moderate,38463.22,Associate Degree,17,6147,4207,43.41,0.69,India,34.97
Catering manager,Education,Decreasing,Moderate,31207.2,PhD,18,9428,8087,57.18,18.04,Canada,70.87
Trade mark attorney,Manufacturing,Increasing,High,31736.74,Master’s Degree,20,7331,5750,61.9,97.29,China,27.52
"Designer, interior/spatial",Entertainment,Increasing,Moderate,116690.0,Associate Degree,19,4433,5706,43.24,60.19,Canada,21.55
English as a second language teacher,Finance,Decreasing,Low,106810.48,PhD,1,7846,4147,85.54,38.27,UK,74.89
Herpetologist,IT,Increasing,High,57647.11,PhD,6,456,8930,77.54,92.81,Brazil,41.53
"Engineer, mining",Transportation,Decreasing,Moderate,124363.3,Bachelor’s Degree,15,5143,6762,44.65,17.86,Australia,54.31
Land/geomatics surveyor,Healthcare,Increasing,Moderate,116463.94,Associate Degree,1,4596,2108,87.46,96.98,UK,48.68
Public house manager,Finance,Decreasing,Low,36452.37,Master’s Degree,1,2144,6044,17.99,65.46,USA,20.34
Psychiatric nurse,Retail,Increasing,Low,78046.35,Master’s Degree,10,3211,8778,18.13,85.59,Australia,66.17
Health and safety inspector,IT,Increasing,High,89687.22,High School,14,117,648,74.59,17.07,Brazil,66.63
"Engineer, building services",Manufacturing,Increasing,High,42506.15,High School,15,922,3950,85.03,25.31,Brazil,77.93
Chiropodist,Healthcare,Decreasing,Moderate,59977.51,High School,6,954,3476,53.33,22.33,Germany,52.6
Museum/gallery conservator,Entertainment,Increasing,Low,128833.6,PhD,6,1842,107,46.06,64.72,India,43.01
Drilling engineer,Entertainment,Increasing,Low,127089.18,PhD,4,9440,6029,3.33,29.61,Australia,35.35
Museum/gallery curator,Education,Decreasing,Low,57748.1,Master’s Degree,1,6346,5291,2.23,83.25,USA,39.74
Agricultural consultant,Retail,Increasing,Low,68585.11,Bachelor’s Degree,19,2766,9432,21.87,36.4,China,61.14
"Therapist, occupational",Healthcare,Increasing,Low,87696.0,Master’s Degree,0,4118,6062,69.79,81.66,China,37.25
"Engineer, site",Entertainment,Increasing,Low,63751.24,High School,19,2970,4152,13.54,38.83,UK,58.37
Production manager,IT,Decreasing,Low,135723.67,Associate Degree,9,2551,6803,55.39,72.19,Canada,36.37
Computer games developer,Retail,Decreasing,Moderate,132342.95,PhD,12,3691,8903,89.99,31.4,USA,33.28
"Scientist, audiological",Transportation,Decreasing,Moderate,115809.86,Bachelor’s Degree,5,5267,8176,64.44,23.95,Australia,59.37
Sports coach,Education,Increasing,Low,30166.96,High School,12,3334,4442,78.26,8.08,Brazil,54.94
Hydrogeologist,IT,Decreasing,Moderate,115264.05,High School,17,4203,768,89.33,97.67,Canada,62.94
English as a second language teacher,Finance,Decreasing,Low,116979.07,Bachelor’s Degree,4,5337,1070,5.87,89.5,Germany,24.17
Industrial/product designer,Healthcare,Decreasing,High,122252.83,PhD,2,5533,3883,21.78,60.52,India,36.45
Human resources officer,Healthcare,Decreasing,High,83407.7,Bachelor’s Degree,8,2432,6251,14.52,49.51,USA,58.87
Armed forces training and education officer,Finance,Increasing,Moderate,75998.85,High School,8,4613,4120,92.52,60.73,China,75.68
Counselling psychologist,Entertainment,Increasing,Moderate,124840.91,Master’s Degree,11,3224,4312,46.9,62.98,Germany,44.69
"Engineer, petroleum",Transportation,Decreasing,Moderate,54857.85,Bachelor’s Degree,19,7225,2003,93.33,13.23,India,42.05
Dramatherapist,Education,Increasing,High,143485.13,Master’s Degree,7,907,7708,22.4,43.63,China,46.84
Prison officer,IT,Decreasing,High,72686.99,Bachelor’s Degree,0,7557,6067,95.58,47.14,China,37.63
"Lecturer, further education",Entertainment,Increasing,Moderate,47938.09,PhD,7,5140,6139,46.74,53.53,Canada,52.92
Social worker,Transportation,Increasing,Low,49041.49,Bachelor’s Degree,19,2393,7399,70.52,72.6,Australia,26.57
Radiation protection practitioner,Education,Decreasing,High,115763.58,Master’s Degree,9,1094,5778,16.66,51.62,India,32.22
"Therapist, speech and language",Entertainment,Decreasing,Moderate,72964.09,Associate Degree,12,895,9999,68.77,39.65,China,34.93
Hydrographic surveyor,Retail,Increasing,Low,36369.93,Associate Degree,16,6184,4954,17.22,27.9,China,67.54
Clothing/textile technologist,Finance,Increasing,Moderate,46833.32,PhD,19,4249,3065,77.37,99.12,UK,62.16
Public affairs consultant,Education,Increasing,Low,74098.76,PhD,14,7730,5383,76.24,28.16,Canada,67.74
Magazine journalist,IT,Decreasing,Low,115706.97,Master’s Degree,15,9133,7638,19.28,94.18,India,25.81
Make,Finance,Increasing,Low,51171.07,High School,0,5128,4468,20.37,52.52,Australia,34.98
Hospital doctor,IT,Increasing,Low,130452.92,Associate Degree,0,7755,8088,57.49,82.13,UK,69.54
Retail merchandiser,Healthcare,Decreasing,Moderate,53991.55,Associate Degree,9,496,3304,76.03,43.97,Canada,68.06
Minerals surveyor,IT,Decreasing,High,32168.21,Master’s Degree,9,8888,5806,44.04,64.25,China,60.56
"Education officer, museum",Retail,Decreasing,High,125117.12,Master’s Degree,6,612,8416,68.59,37.98,USA,20.38
Sports development officer,Transportation,Increasing,Moderate,107284.13,Associate Degree,14,6936,3881,22.91,68.83,China,66.13
Marine scientist,Transportation,Decreasing,Low,55146.4,Associate Degree,7,5503,2309,42.27,69.93,Australia,70.23
Hydrographic surveyor,Manufacturing,Decreasing,Low,133488.5,PhD,18,1727,5274,63.11,75.18,Germany,60.08
Licensed conveyancer,Transportation,Decreasing,Low,39235.53,Bachelor’s Degree,6,9246,1122,46.45,28.97,USA,48.48
Writer,Finance,Increasing,Moderate,30273.65,Associate Degree,6,9583,8736,39.01,81.66,USA,43.85
Database administrator,Education,Increasing,Low,115425.93,High School,9,7332,5614,28.44,3.33,Brazil,24.43
"Therapist, horticultural",Manufacturing,Increasing,High,143167.13,High School,19,5852,5541,94.89,7.14,China,27.25
Materials engineer,Entertainment,Increasing,Moderate,81784.28,High School,16,7848,5322,33.94,4.66,Germany,54.37
Government social research officer,Manufacturing,Decreasing,High,82709.43,Bachelor’s Degree,17,9830,3615,88.36,84.24,Canada,53.74
Pharmacologist,Manufacturing,Increasing,Moderate,134355.8,Master’s Degree,0,4733,9087,98.35,7.17,China,22.33
Research scientist (physical sciences),Entertainment,Increasing,Low,60855.8,Master’s Degree,18,5641,2361,35.82,98.61,China,31.19
"Editor, magazine features",IT,Increasing,High,57019.14,High School,16,1999,9331,42.36,75.08,Canada,45.75
Podiatrist,IT,Decreasing,Low,112343.34,High School,16,4501,3363,66.56,67.09,Australia,35.55
"Exhibitions officer, museum/gallery",Retail,Increasing,Moderate,116468.45,Master’s Degree,0,7374,8358,9.29,83.21,Canada,79.93
Sports therapist,Finance,Increasing,High,119200.96,Bachelor’s Degree,10,2959,8443,58.24,87.73,UK,45.0
Proofreader,Healthcare,Increasing,Moderate,112050.81,Associate Degree,6,6210,3001,83.16,2.51,China,55.38
"Psychotherapist, child",IT,Decreasing,Low,60191.76,PhD,7,6952,6634,80.18,50.85,Brazil,36.57
"Surveyor, land/geomatics",IT,Increasing,Moderate,77338.16,PhD,6,4216,1225,37.57,89.39,Germany,76.39
Licensed conveyancer,Transportation,Decreasing,Low,51069.57,Bachelor’s Degree,10,8724,3343,95.14,55.78,Canada,22.49
Administrator,Retail,Decreasing,High,43948.01,Associate Degree,17,270,2605,10.75,56.3,Brazil,35.58
"Accountant, chartered public finance",Healthcare,Decreasing,Moderate,100964.9,Master’s Degree,13,9624,8011,91.28,78.75,China,40.73
"Therapist, nutritional",Entertainment,Increasing,High,89083.35,Bachelor’s Degree,14,2376,6660,65.3,14.93,Brazil,65.09
Child psychotherapist,Retail,Decreasing,Moderate,117337.67,Associate Degree,14,658,9292,48.65,13.3,Australia,23.88
"Restaurant manager, fast food",Transportation,Decreasing,Low,30437.7,High School,8,344,993,44.42,12.2,China,37.37
Music tutor,Retail,Increasing,High,54334.11,High School,4,942,9111,22.41,94.38,USA,27.65
Patent attorney,Manufacturing,Increasing,Low,42937.98,PhD,17,4738,4811,72.01,76.01,Canada,67.0
"Engineer, mining",Healthcare,Increasing,Moderate,41181.56,Bachelor’s Degree,8,9608,2068,45.54,35.68,Canada,46.64
Textile designer,Finance,Decreasing,Moderate,51871.01,Master’s Degree,12,7912,3183,94.28,10.14,USA,73.02
"Designer, jewellery",Manufacturing,Increasing,Low,126256.31,Bachelor’s Degree,10,5748,9841,64.14,42.16,UK,67.35
Proofreader,Education,Decreasing,High,87344.91,PhD,17,7434,8450,93.34,99.64,UK,53.43
Chief Financial Officer,Entertainment,Decreasing,Low,82475.34,Master’s Degree,5,9537,9035,9.61,93.0,Canada,76.25
"Editor, magazine features",Manufacturing,Increasing,High,124370.74,Master’s Degree,5,8729,3893,6.12,91.07,Canada,48.05
Travel agency manager,Retail,Increasing,Low,73095.57,Associate Degree,2,2623,773,3.35,93.71,India,50.56
"Designer, graphic",Retail,Decreasing,Moderate,31278.44,Associate Degree,1,9174,688,44.71,51.23,Canada,59.02
Dietitian,Education,Increasing,High,74580.43,Associate Degree,17,7267,7151,56.26,31.21,UK,23.15
Architectural technologist,Transportation,Increasing,High,42338.78,Master’s Degree,16,2736,3649,10.05,80.53,USA,21.25
Arts administrator,Retail,Decreasing,Low,85493.33,Bachelor’s Degree,7,9122,4054,51.06,67.11,China,41.51
Secretary/administrator,Retail,Increasing,Moderate,87098.01,Master’s Degree,10,3002,6237,11.36,58.4,USA,48.59
Health physicist,Retail,Increasing,Moderate,67234.56,Bachelor’s Degree,19,1243,1692,45.29,8.23,Brazil,31.44
Osteopath,Finance,Decreasing,High,136280.71,PhD,18,8677,8245,57.87,63.48,Germany,39.64
Materials engineer,Finance,Decreasing,Low,62139.27,High School,8,1950,611,97.33,1.91,UK,22.28
Insurance risk surveyor,Manufacturing,Increasing,Low,101398.49,Master’s Degree,18,3347,735,99.04,17.91,Brazil,60.29
Civil Service fast streamer,Retail,Increasing,Low,104562.16,High School,20,1733,3559,86.12,17.68,USA,56.48
"Pharmacist, community",Manufacturing,Increasing,Moderate,79826.1,PhD,9,124,6236,88.64,71.4,China,41.79
Arts development officer,IT,Increasing,High,106627.92,Bachelor’s Degree,14,3296,9006,46.58,24.72,Canada,29.37
Merchant navy officer,Retail,Increasing,Low,80254.79,Bachelor’s Degree,7,8892,6961,48.24,77.69,China,42.89
Printmaker,Education,Increasing,Low,128873.79,High School,3,4249,7166,73.98,41.9,UK,33.14
Quality manager,Retail,Increasing,Low,67012.96,High School,4,5726,9931,29.83,59.4,China,64.8
Recycling officer,Healthcare,Decreasing,High,128423.88,High School,1,1462,9580,0.05,29.42,India,64.39
Human resources officer,Transportation,Decreasing,Moderate,79700.75,Master’s Degree,20,4963,2741,35.84,33.54,China,31.91
Private music teacher,Transportation,Increasing,Low,142176.83,PhD,6,3670,5250,3.34,50.75,USA,38.48
Technical author,Education,Decreasing,Moderate,83263.69,Associate Degree,4,8142,4191,65.11,86.8,China,57.24
"Engineer, land",Entertainment,Decreasing,Moderate,74017.0,High School,10,8939,2302,46.43,54.56,China,21.75
"Surveyor, building control",Manufacturing,Increasing,Low,146783.68,High School,18,1122,4664,59.5,44.32,Australia,74.19
Environmental education officer,Transportation,Increasing,High,33028.32,Associate Degree,19,8762,8955,32.74,97.04,Brazil,63.16
"Therapist, occupational",Healthcare,Increasing,Low,145924.47,PhD,8,8032,5637,38.39,47.62,Germany,32.38
Accommodation manager,IT,Decreasing,Moderate,129123.88,PhD,7,643,1154,48.56,59.34,UK,70.69
Television floor manager,Entertainment,Increasing,Moderate,63149.13,Associate Degree,11,5869,1897,39.23,25.25,Canada,76.73
Research scientist (maths),IT,Increasing,High,88983.56,Associate Degree,4,3483,3355,69.6,98.77,India,33.43
"Investment banker, operational",Education,Increasing,Moderate,112277.71,Associate Degree,7,3081,2248,7.36,61.9,USA,41.23
Operational investment banker,Entertainment,Decreasing,High,46823.9,High School,10,4002,5665,98.96,71.29,India,35.04
Equities trader,Manufacturing,Decreasing,Low,57302.26,PhD,16,9286,1392,73.01,43.33,Brazil,20.53
"Engineer, aeronautical",Healthcare,Increasing,Low,63249.24,PhD,6,3706,235,30.78,19.25,Germany,66.36
Textile designer,IT,Decreasing,High,32230.13,High School,1,5827,5856,36.02,28.58,UK,78.45
"Presenter, broadcasting",IT,Decreasing,High,44828.12,Bachelor’s Degree,1,369,6195,46.37,46.77,China,38.67
"Psychologist, forensic",Entertainment,Decreasing,Moderate,48329.23,Master’s Degree,8,1609,1352,27.72,73.26,Germany,72.43
Warehouse manager,Healthcare,Increasing,Low,106005.85,Associate Degree,20,3428,4500,29.32,24.47,Canada,28.54
Occupational psychologist,Transportation,Increasing,Low,69757.1,Master’s Degree,10,5959,3928,36.65,44.3,Australia,39.09
Television camera operator,Healthcare,Increasing,High,87030.78,Bachelor’s Degree,2,9639,5876,71.04,45.98,India,52.37
"Surveyor, commercial/residential",Finance,Decreasing,Moderate,42174.57,High School,1,3002,7331,89.52,68.97,China,25.43
Education administrator,IT,Increasing,High,69347.06,High School,6,2451,4270,6.61,26.33,Canada,32.07
Commissioning editor,Healthcare,Increasing,Moderate,120909.49,PhD,20,8446,2226,87.41,5.36,Australia,68.94
Brewing technologist,Entertainment,Decreasing,Low,111244.7,Bachelor’s Degree,20,4152,7649,76.21,86.79,UK,57.63
Land/geomatics surveyor,Manufacturing,Decreasing,Low,73237.84,Master’s Degree,0,2612,8121,63.18,14.45,USA,46.16
Barista,Manufacturing,Increasing,High,120160.37,PhD,15,5089,1678,2.63,48.16,Canada,23.61
Sales promotion account executive,Finance,Decreasing,Moderate,91602.78,Master’s Degree,19,4886,7064,51.97,41.52,UK,45.22
Dealer,IT,Decreasing,High,134785.4,Associate Degree,10,7808,8009,73.86,61.96,Brazil,45.77
Clinical cytogeneticist,Education,Decreasing,High,75242.85,Bachelor’s Degree,11,3024,1149,24.79,11.09,UK,20.45
Oncologist,Education,Decreasing,High,31215.67,High School,19,9888,8490,1.95,10.55,India,60.42
Orthoptist,Finance,Increasing,High,93022.44,Associate Degree,0,2954,2433,44.97,89.83,UK,54.44
Nature conservation officer,Retail,Increasing,Low,60798.41,Master’s Degree,6,1973,8036,3.82,9.54,Brazil,70.21
"Sound technician, broadcasting/film/video",Education,Increasing,High,72535.49,Bachelor’s Degree,19,5450,8685,23.16,6.08,India,48.48
"Journalist, magazine",Transportation,Increasing,Low,103178.77,Bachelor’s Degree,19,4121,7386,99.34,82.9,UK,62.03
Magazine journalist,Transportation,Increasing,Moderate,82528.12,Associate Degree,16,6737,7019,4.3,81.92,USA,67.96
"Administrator, charities/voluntary organisations",Education,Decreasing,Moderate,69466.3,High School,13,7324,7931,81.98,60.08,Brazil,45.03
"Administrator, local government",Entertainment,Increasing,Low,81926.56,PhD,12,7949,7401,85.03,85.88,Australia,64.31
Psychiatrist,Education,Increasing,High,32971.95,High School,17,5538,5897,95.7,48.64,China,59.96
"Engineer, electrical",IT,Increasing,Moderate,68585.86,Associate Degree,2,3866,2857,65.26,62.95,Australia,75.06
Warehouse manager,Retail,Decreasing,High,97710.05,PhD,6,7027,6636,38.56,90.51,Brazil,36.21
"Buyer, retail",IT,Decreasing,Moderate,121953.23,Master’s Degree,13,3010,1520,65.84,28.38,Brazil,46.48
Occupational hygienist,Finance,Decreasing,Low,100600.3,PhD,11,5785,5497,38.46,36.89,USA,58.17
Barrister's clerk,Retail,Decreasing,High,57665.23,Associate Degree,15,4957,672,72.0,55.68,Canada,41.69
"Designer, interior/spatial",Healthcare,Increasing,Low,72830.6,PhD,7,2728,7064,88.1,80.68,Australia,73.81
"Therapist, horticultural",IT,Increasing,Low,143641.29,Bachelor’s Degree,11,1445,3452,31.88,92.51,Germany,72.49
Translator,Finance,Increasing,Low,78281.32,Associate Degree,13,4752,4475,9.52,47.14,USA,36.6
Broadcast presenter,Manufacturing,Increasing,Moderate,58996.56,Master’s Degree,12,5703,9142,29.86,44.74,USA,24.5
Data scientist,Retail,Decreasing,Low,62435.25,Bachelor’s Degree,9,9557,9058,74.6,25.81,UK,38.9
Location manager,Finance,Increasing,Low,72041.31,High School,3,1731,6378,20.24,39.64,India,31.33
Neurosurgeon,IT,Increasing,High,83293.16,High School,15,9703,7826,64.04,10.81,USA,24.73
Field trials officer,Transportation,Increasing,Moderate,130898.68,Master’s Degree,14,4810,6746,43.23,24.92,China,22.38
Building surveyor,Manufacturing,Decreasing,High,80001.78,PhD,0,8620,8100,12.34,42.82,Germany,69.04
"Engineer, manufacturing",Entertainment,Increasing,Low,120172.69,PhD,16,2551,7753,54.8,57.86,USA,34.77
"Engineer, chemical",Healthcare,Decreasing,Moderate,136358.35,PhD,1,1951,5229,51.99,41.23,Brazil,61.89
Public affairs consultant,Finance,Decreasing,High,137802.82,Associate Degree,18,5457,1155,13.02,86.55,Australia,26.12
Financial planner,Healthcare,Increasing,Moderate,138049.68,Associate Degree,11,1871,2520,30.87,68.76,Australia,72.82
Pathologist,Finance,Decreasing,High,87655.53,Bachelor’s Degree,4,5629,3518,58.86,28.67,China,50.62
Software engineer,Entertainment,Decreasing,Moderate,70464.96,Bachelor’s Degree,19,7858,9621,47.94,87.72,China,42.94
Further education lecturer,Healthcare,Decreasing,Low,94762.65,Associate Degree,3,8838,3885,67.98,46.31,Canada,69.16
Legal executive,Healthcare,Increasing,High,83555.17,Associate Degree,7,8853,5785,17.27,58.7,China,46.83
Textile designer,Education,Decreasing,High,123679.98,Bachelor’s Degree,19,3167,697,93.02,30.03,Canada,70.35
Musician,Finance,Decreasing,Low,145566.44,Associate Degree,19,9023,1959,95.04,35.85,India,24.84
Historic buildings inspector/conservation officer,Entertainment,Decreasing,High,77064.9,High School,19,8811,7843,32.14,59.23,China,27.84
Environmental manager,Retail,Increasing,High,103520.7,High School,11,4094,4578,37.52,93.8,Germany,42.61
Personnel officer,Retail,Decreasing,Low,104801.49,Associate Degree,18,1845,4276,72.68,48.72,Canada,45.29
Television camera operator,Education,Increasing,Moderate,140779.05,Master’s Degree,3,2913,2854,2.72,32.86,Brazil,37.75
"Scientist, marine",Entertainment,Increasing,Moderate,38608.07,Master’s Degree,2,8690,5101,55.45,55.12,India,23.5
Web designer,Manufacturing,Decreasing,Moderate,68935.28,Associate Degree,19,8213,7454,82.55,50.67,Canada,40.06
"Engineer, energy",Healthcare,Increasing,Moderate,40423.63,PhD,14,5677,1736,92.22,3.55,China,25.0
Illustrator,IT,Increasing,Low,86323.86,Associate Degree,19,2425,9875,15.92,75.22,Australia,56.86
"Radiographer, diagnostic",Finance,Increasing,Low,52672.49,PhD,18,4221,1139,53.52,24.55,Germany,40.97
"Surveyor, insurance",Finance,Increasing,Low,68864.13,High School,6,8207,2969,32.0,89.11,USA,39.63
Theatre manager,IT,Decreasing,High,51433.21,Bachelor’s Degree,4,5917,4753,24.75,25.1,Germany,30.41
"Surveyor, mining",Manufacturing,Increasing,Moderate,33041.4,High School,7,1146,3466,42.43,87.56,USA,30.95
"Engineer, technical sales",Retail,Increasing,Low,143420.37,Bachelor’s Degree,20,7390,1529,86.62,73.41,China,42.91
Psychiatric nurse,Transportation,Increasing,Moderate,119422.09,Master’s Degree,19,7643,2718,96.83,98.79,USA,23.89
"Clinical scientist, histocompatibility and immunogenetics",Healthcare,Decreasing,Low,124749.13,High School,20,1978,2887,13.12,99.77,Brazil,46.33
Cytogeneticist,Healthcare,Decreasing,Low,55113.74,Associate Degree,5,8691,8423,67.14,33.27,Brazil,51.79
Adult nurse,Retail,Decreasing,Low,33208.15,High School,9,7868,1060,40.38,39.86,Germany,75.79
Engineering geologist,Manufacturing,Increasing,High,92642.65,High School,2,3760,6529,47.08,50.42,Canada,28.35
"Engineer, communications",Transportation,Increasing,Moderate,101580.36,High School,5,5318,6896,78.38,52.03,China,30.91
"Scientist, forensic",Manufacturing,Increasing,Moderate,127626.77,Associate Degree,0,2994,3041,35.01,95.7,UK,64.35
Geophysicist/field seismologist,Education,Increasing,Moderate,58016.21,PhD,13,1577,4485,49.72,17.35,Germany,53.22
Health visitor,IT,Decreasing,Moderate,144615.16,Bachelor’s Degree,5,6708,3133,19.36,28.45,USA,47.48
"Geneticist, molecular",Entertainment,Increasing,Low,33674.21,Bachelor’s Degree,9,6586,5395,92.34,28.5,India,35.81
Water quality scientist,Transportation,Increasing,High,68417.0,High School,15,1529,2894,10.57,76.82,China,29.36
Estate manager/land agent,Entertainment,Decreasing,Low,72617.95,Associate Degree,14,347,1062,81.18,36.07,India,47.09
"Scientist, audiological",Healthcare,Increasing,Low,43353.16,Bachelor’s Degree,18,4621,2604,61.65,51.01,India,40.93
Civil Service administrator,Retail,Increasing,High,79864.55,Master’s Degree,7,3752,962,2.42,42.53,UK,58.68
Youth worker,Manufacturing,Decreasing,Low,128963.25,Bachelor’s Degree,7,8578,6795,69.85,81.09,USA,31.58
Forest/woodland manager,Retail,Decreasing,Low,63341.66,Associate Degree,7,5037,5866,93.76,96.67,UK,24.12
Trade mark attorney,Manufacturing,Increasing,High,93937.88,Bachelor’s Degree,17,1937,7611,5.4,2.07,UK,40.26
"Scientist, water quality",Transportation,Decreasing,Low,80718.5,PhD,13,1728,7064,77.07,27.38,Germany,61.54
Veterinary surgeon,Transportation,Increasing,Moderate,57449.61,Bachelor’s Degree,6,4815,8855,76.13,38.63,Australia,76.05
Audiological scientist,Manufacturing,Decreasing,Low,98528.8,Bachelor’s Degree,15,8312,5239,56.47,0.07,China,65.09
Web designer,Retail,Increasing,Low,40291.93,Associate Degree,11,9159,291,26.77,19.26,Canada,67.09
"Editor, commissioning",Transportation,Increasing,Low,85908.48,Master’s Degree,14,1584,1315,27.59,23.08,Germany,66.95
Soil scientist,IT,Increasing,Moderate,55605.28,PhD,16,1405,3128,63.57,82.22,USA,27.42
"Journalist, broadcasting",Retail,Decreasing,Moderate,71030.56,Master’s Degree,17,5541,2350,6.63,54.51,Brazil,41.13
Legal secretary,Education,Increasing,High,79154.04,PhD,18,7810,3248,58.38,48.07,USA,38.44
Event organiser,Retail,Increasing,High,119848.56,PhD,1,7181,2414,88.08,28.02,India,53.84
"Teacher, early years/pre",Education,Increasing,Moderate,95780.85,Bachelor’s Degree,1,815,4649,69.86,96.32,Canada,53.09
Web designer,Finance,Decreasing,Moderate,35913.26,Bachelor’s Degree,0,8394,3269,29.35,61.87,USA,55.36
Statistician,Entertainment,Decreasing,Low,50476.8,Associate Degree,19,2153,2433,55.65,89.63,Brazil,69.64
Bookseller,Education,Decreasing,High,141037.37,Bachelor’s Degree,1,6623,6324,8.03,41.01,China,42.73
Psychotherapist,Finance,Increasing,Low,37036.09,Associate Degree,0,1903,8532,96.81,71.98,Canada,43.08
Financial planner,IT,Increasing,High,72376.26,Bachelor’s Degree,14,7388,8821,60.66,35.45,Germany,35.97
Sport and exercise psychologist,Education,Increasing,Low,60287.11,Master’s Degree,7,9179,8147,32.97,59.8,Australia,25.06
Teaching laboratory technician,Transportation,Increasing,High,94784.55,High School,10,1092,9105,43.76,83.31,China,70.08
Housing manager/officer,Healthcare,Decreasing,High,87498.76,Associate Degree,10,5792,8864,72.15,50.25,Germany,66.96
Osteopath,Education,Decreasing,Low,92403.13,PhD,2,9749,6385,85.33,43.25,Germany,74.84
Logistics and distribution manager,Finance,Decreasing,Moderate,118874.19,PhD,15,6332,6289,23.89,48.09,UK,49.54
Media planner,Retail,Decreasing,Moderate,100640.33,Bachelor’s Degree,6,8647,5531,55.67,5.85,USA,60.23
"Psychotherapist, child",Finance,Increasing,High,88027.34,PhD,15,9078,5050,65.56,42.77,USA,78.26
Aid worker,Finance,Increasing,Low,96113.73,Bachelor’s Degree,2,7779,8780,76.11,15.13,India,46.96
Emergency planning/management officer,Entertainment,Increasing,Low,87548.49,Master’s Degree,15,623,4246,54.49,85.58,Australia,78.97
Plant breeder/geneticist,Finance,Decreasing,Moderate,130765.34,Associate Degree,0,9775,170,66.01,61.06,USA,27.32
"Education officer, environmental",Education,Increasing,Moderate,104944.16,Master’s Degree,20,2634,2088,16.01,10.83,Australia,69.17
Pensions consultant,Finance,Increasing,Moderate,74788.82,Bachelor’s Degree,15,5896,7128,61.93,2.88,China,43.6
Hydrogeologist,Healthcare,Decreasing,High,121486.58,Master’s Degree,20,9513,9493,73.27,17.27,USA,38.66
Clinical embryologist,Healthcare,Increasing,High,132604.33,PhD,6,4208,4177,93.45,9.53,India,49.76
"Surveyor, minerals",Transportation,Increasing,High,60343.98,Master’s Degree,3,717,7897,98.91,5.12,USA,24.37
Merchant navy officer,Finance,Decreasing,Low,94915.6,Associate Degree,12,3162,2026,22.05,22.35,India,77.62
Chiropractor,Transportation,Increasing,Low,73425.1,Associate Degree,8,6403,6310,35.81,54.63,Canada,47.16
Arts administrator,Retail,Increasing,Low,33999.7,High School,3,2098,1310,88.85,13.72,China,34.22
Stage manager,Healthcare,Decreasing,High,84178.75,Associate Degree,8,7600,137,87.64,95.49,USA,51.26
Network engineer,Finance,Decreasing,Low,93528.55,Associate Degree,14,696,3216,48.63,95.18,India,22.89
"Librarian, public",IT,Increasing,Moderate,31057.6,Bachelor’s Degree,6,9037,4909,0.06,30.26,Germany,70.08
Armed forces operational officer,Healthcare,Decreasing,High,135588.99,Bachelor’s Degree,4,9610,9753,66.86,6.85,UK,44.8
Clinical cytogeneticist,Manufacturing,Increasing,Low,59943.15,Bachelor’s Degree,7,1081,4325,76.2,39.03,China,26.52
Research scientist (medical),Manufacturing,Decreasing,High,48678.95,PhD,19,7430,4475,30.45,34.55,India,43.68
"Scientist, clinical (histocompatibility and immunogenetics)",IT,Increasing,Low,107240.31,Bachelor’s Degree,5,7194,6370,92.94,78.13,Canada,79.59
Surgeon,IT,Increasing,Low,79194.05,High School,19,4559,2512,77.95,37.62,Brazil,65.24
"Engineer, electronics",Finance,Increasing,High,99762.34,PhD,2,592,2691,65.0,51.81,Brazil,79.42
Civil Service administrator,Retail,Increasing,Low,104584.34,Bachelor’s Degree,5,3543,4463,24.7,70.97,China,34.01
"Designer, industrial/product",Manufacturing,Decreasing,High,78377.18,High School,14,7298,1677,80.69,18.8,India,31.13
Economist,Manufacturing,Decreasing,High,120632.14,Bachelor’s Degree,9,8698,454,94.35,72.34,China,47.25
Building control surveyor,Education,Decreasing,Moderate,113637.65,Bachelor’s Degree,16,6616,4004,46.59,0.88,USA,33.84
"Designer, exhibition/display",Education,Increasing,Low,43984.18,Master’s Degree,8,9122,673,97.58,30.57,Brazil,41.39
"Biochemist, clinical",Transportation,Decreasing,High,36562.15,Associate Degree,2,6462,7344,90.6,89.05,UK,35.84
Financial controller,Finance,Decreasing,Moderate,72297.31,Bachelor’s Degree,19,4644,8820,90.09,46.43,UK,76.27
Chartered legal executive (England and Wales),Healthcare,Decreasing,High,123642.96,Bachelor’s Degree,20,921,9367,63.62,94.59,China,52.5
Health visitor,Education,Increasing,Moderate,48861.57,PhD,19,705,7179,60.94,74.44,Canada,70.52
Higher education careers adviser,Transportation,Decreasing,Moderate,100204.71,Bachelor’s Degree,3,7689,9455,15.33,87.74,Australia,52.03
Licensed conveyancer,Manufacturing,Decreasing,Moderate,110879.0,Associate Degree,8,8720,1367,56.18,3.47,Brazil,69.82
Hotel manager,Manufacturing,Decreasing,Moderate,38944.68,Associate Degree,3,8639,8495,55.61,42.32,Germany,30.83
Trade mark attorney,Transportation,Decreasing,Low,137076.98,PhD,7,7185,7435,3.88,16.2,Canada,30.79
Conference centre manager,Manufacturing,Decreasing,Low,40093.13,Associate Degree,15,5339,3901,77.16,61.46,China,76.19
Psychiatrist,Manufacturing,Decreasing,Low,38750.67,Master’s Degree,1,7492,7183,61.24,89.15,Germany,51.63
"Surveyor, commercial/residential",Retail,Increasing,Moderate,53144.81,High School,5,5031,5627,89.45,99.32,India,43.57
"Production assistant, television",Manufacturing,Increasing,Low,50666.47,High School,15,9803,2326,88.5,80.85,China,47.67
Armed forces training and education officer,Retail,Decreasing,Moderate,68819.7,PhD,9,2305,5818,83.34,49.81,Australia,60.14
Recycling officer,Finance,Increasing,Low,143172.96,High School,20,7797,2871,81.67,81.04,UK,64.49
"Therapist, art",Transportation,Decreasing,Moderate,110833.05,Master’s Degree,9,3666,113,59.07,46.8,UK,22.69
Geophysical data processor,IT,Increasing,Low,47699.38,Master’s Degree,16,4293,9065,31.01,69.14,USA,72.14
Public relations account executive,Manufacturing,Increasing,Low,52051.8,Bachelor’s Degree,9,2518,8649,84.21,45.93,China,54.47
Horticultural therapist,Finance,Increasing,High,116628.37,High School,9,6123,7394,43.6,27.69,UK,43.62
Theatre manager,Transportation,Increasing,Low,80783.42,Master’s Degree,0,6228,5045,15.31,53.38,Brazil,77.96
Armed forces logistics/support/administrative officer,Manufacturing,Increasing,Moderate,112314.39,Bachelor’s Degree,3,4763,7048,44.87,40.89,Australia,20.72
Financial adviser,Manufacturing,Decreasing,Moderate,50801.18,Bachelor’s Degree,16,6627,1618,8.16,0.94,USA,51.22
"Doctor, hospital",Transportation,Decreasing,Low,139914.82,Master’s Degree,9,9049,8568,37.71,12.45,USA,77.62
"Conservator, museum/gallery",Transportation,Increasing,High,97393.61,Associate Degree,13,7491,8542,67.11,95.66,Germany,52.93
Herbalist,Entertainment,Increasing,Moderate,85119.24,Bachelor’s Degree,12,4120,4162,12.57,44.14,China,73.56
Psychiatric nurse,Education,Increasing,High,44707.17,Master’s Degree,20,7833,1753,7.59,85.12,China,36.04
Medical secretary,Manufacturing,Increasing,Moderate,58816.0,Bachelor’s Degree,8,5416,2588,80.33,32.46,Canada,78.16
"Clinical scientist, histocompatibility and immunogenetics",Education,Decreasing,Moderate,75359.56,Bachelor’s Degree,6,9505,5879,92.99,26.96,Brazil,36.58
"Scientist, research (maths)",Healthcare,Decreasing,Low,44515.64,Master’s Degree,2,9665,5360,57.89,19.91,Brazil,29.45
Clothing/textile technologist,Entertainment,Increasing,Moderate,64714.46,Master’s Degree,6,3207,9500,48.17,78.32,Australia,66.64
Adult nurse,Transportation,Decreasing,High,31343.62,High School,7,2155,6193,42.6,33.82,India,30.89
Aid worker,Manufacturing,Increasing,Moderate,50756.11,PhD,11,8447,5786,58.99,53.17,Canada,22.07
"Research officer, trade union",IT,Increasing,Low,53986.0,Associate Degree,6,9977,3349,3.46,39.63,Brazil,49.91
"Loss adjuster, chartered",Manufacturing,Increasing,Moderate,108333.16,Master’s Degree,5,2282,8175,16.14,10.94,Canada,62.4
Estate agent,IT,Decreasing,Moderate,131497.45,Associate Degree,15,5620,5484,9.1,68.86,Australia,67.7
Information officer,Transportation,Decreasing,Low,140303.16,PhD,10,8482,4551,21.34,30.03,USA,75.1
Financial controller,Healthcare,Decreasing,Moderate,124346.16,Associate Degree,2,5147,2065,79.8,81.61,Canada,33.23
Industrial buyer,IT,Increasing,Low,132195.19,Bachelor’s Degree,4,6988,6245,63.49,6.14,Canada,28.59
"Designer, exhibition/display",Transportation,Increasing,High,69401.96,PhD,18,4439,9175,64.61,85.09,UK,24.29
Operations geologist,IT,Decreasing,Low,37601.57,Bachelor’s Degree,12,2042,3235,26.49,25.63,USA,54.98
Health and safety adviser,Transportation,Decreasing,Low,141582.57,Associate Degree,12,2741,2722,33.69,9.66,Germany,41.74
Water quality scientist,Finance,Increasing,High,91492.35,Master’s Degree,19,6751,9389,59.16,70.96,UK,75.37
Artist,Manufacturing,Decreasing,High,66704.7,High School,7,5650,9376,96.19,4.94,Canada,45.62
Consulting civil engineer,Education,Increasing,High,92868.27,Master’s Degree,3,473,3975,40.23,62.87,Brazil,58.56
Professor Emeritus,Entertainment,Increasing,Moderate,34063.06,Master’s Degree,9,5557,8835,13.09,73.1,Germany,66.5
Ergonomist,Finance,Decreasing,Moderate,82333.36,PhD,15,6631,1648,70.31,62.81,Germany,23.37
"Engineer, water",Retail,Increasing,High,109843.45,Bachelor’s Degree,2,1736,3332,69.7,88.28,India,65.71
International aid/development worker,Entertainment,Decreasing,High,64407.31,Master’s Degree,13,3607,5745,33.09,56.37,Germany,45.48
Psychiatric nurse,Healthcare,Increasing,Low,102493.05,PhD,17,3582,6407,80.56,14.69,UK,43.47
Theatre stage manager,Healthcare,Decreasing,Moderate,111501.56,Associate Degree,10,5576,1924,57.68,82.26,UK,58.83
Theatre director,Healthcare,Increasing,Moderate,135019.96,Bachelor’s Degree,10,3694,7067,71.25,84.68,India,58.68
Insurance account manager,Manufacturing,Increasing,High,135742.75,High School,9,1336,9251,28.74,28.79,UK,69.56
Personal assistant,Manufacturing,Decreasing,Low,125129.07,Bachelor’s Degree,4,7610,6943,8.81,12.73,Canada,62.99
"Geneticist, molecular",Entertainment,Increasing,Low,67444.41,Associate Degree,3,7556,4458,48.32,12.73,Australia,24.84
Clinical biochemist,Manufacturing,Increasing,High,40209.23,Master’s Degree,4,7108,2967,60.72,19.69,India,38.84
Pharmacologist,IT,Increasing,High,34917.97,Associate Degree,17,2447,6886,32.36,96.77,China,77.32
Museum education officer,Manufacturing,Decreasing,Low,46539.16,Master’s Degree,7,4146,3712,17.85,73.07,Canada,41.91
"Engineer, drilling",Retail,Increasing,High,61573.82,PhD,14,1405,9051,88.63,11.45,India,66.94
Chartered accountant,Entertainment,Increasing,High,58306.24,High School,18,8356,1738,7.72,50.8,USA,21.78
"Nurse, children's",Retail,Increasing,High,53983.04,PhD,17,3868,1436,0.97,57.68,India,35.55
Careers adviser,Healthcare,Decreasing,High,84503.21,PhD,10,477,266,43.69,34.86,Canada,69.91
Environmental health practitioner,Entertainment,Decreasing,Moderate,141885.9,PhD,2,6808,6104,59.5,23.33,India,27.92
Theatre stage manager,Education,Increasing,Low,55312.02,High School,7,7317,5983,64.78,51.34,Canada,37.11
Solicitor,Retail,Decreasing,Moderate,79972.61,Master’s Degree,19,8953,3882,93.01,65.36,India,61.03
Land,Entertainment,Increasing,Moderate,142711.66,Master’s Degree,12,3680,6847,94.24,10.71,China,77.62
Medical secretary,IT,Increasing,Moderate,88680.06,Associate Degree,8,7380,4098,99.74,44.96,Canada,57.79
Advertising copywriter,Education,Decreasing,High,73306.28,Master’s Degree,7,494,2794,2.46,91.86,Brazil,61.48
Marketing executive,IT,Decreasing,Low,48675.64,Master’s Degree,2,3748,4045,4.79,3.35,Canada,75.58
Animal technologist,Finance,Decreasing,Low,57156.56,PhD,5,5736,3649,54.69,43.81,India,25.49
Clinical research associate,Entertainment,Increasing,High,46550.72,Master’s Degree,15,4088,8642,41.5,69.06,Germany,49.47
Further education lecturer,Healthcare,Increasing,Low,129075.34,Master’s Degree,7,3698,665,12.34,26.7,India,57.77
Haematologist,Retail,Decreasing,High,72635.38,Associate Degree,6,8670,7390,77.26,55.36,Canada,32.13
Theatre stage manager,Retail,Decreasing,High,78594.47,Associate Degree,15,1148,9467,7.77,6.25,Canada,30.74
Learning mentor,Transportation,Decreasing,High,58208.78,High School,11,7967,5427,3.5,0.4,Canada,31.34
Retail buyer,Retail,Decreasing,Moderate,141976.41,High School,10,3687,3280,24.48,7.78,China,50.3
"Lecturer, further education",Retail,Decreasing,High,148766.96,Associate Degree,4,9817,9077,84.81,34.49,India,43.82
Professor Emeritus,IT,Increasing,High,71045.67,Master’s Degree,7,7603,3896,70.45,86.17,India,56.63
"Surveyor, land/geomatics",Healthcare,Decreasing,Moderate,49257.37,High School,4,3335,1442,99.93,29.01,Australia,24.34
Metallurgist,Healthcare,Increasing,Moderate,110353.5,PhD,8,4167,1833,47.54,26.15,Canada,26.4
Herbalist,Education,Increasing,Low,30833.87,Associate Degree,3,1356,5386,92.43,36.82,China,66.08
Jewellery designer,IT,Increasing,Moderate,107030.12,Bachelor’s Degree,16,818,9877,4.36,56.7,India,36.97
Barrister's clerk,Entertainment,Decreasing,High,141887.0,Bachelor’s Degree,20,4814,3668,58.57,2.85,Brazil,62.94
Ambulance person,Entertainment,Increasing,Moderate,106524.55,High School,19,8385,6732,74.95,53.97,Germany,42.05
Corporate investment banker,Healthcare,Increasing,High,105584.58,Master’s Degree,20,2794,709,88.9,11.52,Canada,46.33
"Engineer, energy",Healthcare,Decreasing,High,143703.87,Associate Degree,15,7636,4622,4.26,90.01,Brazil,25.28
Ceramics designer,Retail,Decreasing,Moderate,125551.47,High School,11,4512,3929,58.57,55.0,Canada,30.66
"Scientist, water quality",Finance,Decreasing,Low,133317.05,PhD,10,384,7573,73.5,72.15,UK,36.89
Insurance broker,IT,Increasing,Moderate,52648.68,Master’s Degree,4,2055,4021,85.53,4.72,Germany,35.76
Retail manager,Finance,Decreasing,Moderate,71635.55,Associate Degree,20,8327,1330,84.99,5.48,Germany,70.7
"Geologist, wellsite",Manufacturing,Increasing,High,118930.43,Master’s Degree,11,9501,6312,62.81,97.17,Australia,42.18
Legal executive,Retail,Decreasing,High,95042.78,Master’s Degree,20,5827,6609,52.27,1.02,Canada,74.66
Arts administrator,Education,Increasing,High,134469.31,Bachelor’s Degree,15,4484,6148,95.14,13.92,China,52.94
Associate Professor,Transportation,Increasing,High,115103.38,High School,2,8987,5148,87.95,27.88,Canada,23.81
Dance movement psychotherapist,Finance,Decreasing,Moderate,81346.89,Associate Degree,15,3990,6617,16.21,3.09,UK,36.63
Tourist information centre manager,Retail,Decreasing,Moderate,80138.01,PhD,6,1544,1127,4.79,74.77,UK,75.39
Patent examiner,Finance,Increasing,Moderate,31430.85,Master’s Degree,17,6282,9603,52.4,64.64,Brazil,76.03
Charity officer,Entertainment,Decreasing,High,126546.9,Associate Degree,19,862,3694,19.44,58.1,India,59.19
Diplomatic Services operational officer,Education,Increasing,High,99796.74,Bachelor’s Degree,11,9917,6566,11.51,14.7,Brazil,40.7
Automotive engineer,Manufacturing,Increasing,High,80871.16,Bachelor’s Degree,19,2725,9318,54.71,32.64,USA,38.26
Youth worker,Retail,Increasing,Moderate,45801.04,Associate Degree,12,6586,7915,37.99,53.11,Canada,24.95
Community education officer,Healthcare,Decreasing,Moderate,125594.34,Bachelor’s Degree,2,3095,6880,71.06,54.06,USA,78.64
"Surveyor, hydrographic",Finance,Increasing,Low,94198.43,Master’s Degree,6,2046,770,65.45,14.44,Australia,72.57
"Research officer, political party",Transportation,Decreasing,Low,45658.01,Associate Degree,1,5506,6058,79.82,91.54,China,25.78
"Secretary, company",Finance,Increasing,Moderate,88991.71,Master’s Degree,12,8828,9632,95.89,53.35,India,34.16
Tree surgeon,Finance,Increasing,Moderate,87833.01,Bachelor’s Degree,20,2676,1077,22.63,88.01,USA,49.88
"Surveyor, commercial/residential",Finance,Increasing,Low,138635.14,Bachelor’s Degree,8,7460,919,4.64,36.59,Brazil,65.88
Barrister's clerk,Transportation,Increasing,Low,91819.08,Master’s Degree,13,4192,4976,1.56,48.39,Germany,41.71
Secondary school teacher,Education,Increasing,Moderate,59861.33,PhD,19,3778,4268,16.28,35.23,India,48.99
"Civil engineer, consulting",Education,Decreasing,Low,120593.02,PhD,17,3519,6365,0.03,23.96,Germany,38.27
Health and safety inspector,Healthcare,Increasing,Low,79199.9,Master’s Degree,15,9651,8356,95.62,51.04,Brazil,62.24
"Designer, exhibition/display",Finance,Increasing,Low,35659.55,PhD,18,7974,4599,39.23,20.67,India,59.69
Naval architect,Transportation,Decreasing,Low,113454.21,PhD,1,469,1861,92.42,43.07,Germany,25.67
Corporate treasurer,Healthcare,Increasing,High,148164.45,High School,19,2227,7543,90.27,10.06,Australia,35.28
Human resources officer,IT,Decreasing,Moderate,84154.05,Master’s Degree,19,110,6451,14.05,55.28,China,61.32
Chartered accountant,Education,Decreasing,Moderate,48777.23,Master’s Degree,13,8163,3646,44.74,85.63,Australia,60.94
Copy,Manufacturing,Decreasing,Low,57163.71,Associate Degree,17,1637,8700,7.74,7.88,Australia,49.4
Warden/ranger,Retail,Decreasing,Low,90889.54,Master’s Degree,3,2360,4007,12.1,62.03,UK,69.2
Phytotherapist,Healthcare,Increasing,Low,70158.44,Associate Degree,7,8622,8184,0.91,27.42,China,64.7
Intelligence analyst,Retail,Increasing,Moderate,39260.42,Bachelor’s Degree,19,4706,4185,75.21,44.02,Germany,58.12
Land,IT,Decreasing,High,143506.28,Associate Degree,1,3520,835,7.4,32.79,Brazil,77.9
Television camera operator,Healthcare,Decreasing,High,100861.96,Master’s Degree,15,3151,5783,24.51,78.8,Brazil,79.86
Marine scientist,Retail,Decreasing,Low,69899.06,Master’s Degree,1,3126,6396,29.58,5.33,Australia,61.52
Curator,Entertainment,Increasing,High,146461.46,PhD,2,6032,419,78.97,89.86,Germany,36.22
Learning disability nurse,Entertainment,Decreasing,High,63704.73,Bachelor’s Degree,20,1495,1161,43.18,43.29,UK,37.35
"Engineer, building services",Retail,Decreasing,Low,38701.99,Associate Degree,19,4388,1088,91.55,34.93,China,30.99
"Teacher, English as a foreign language",Entertainment,Decreasing,Low,104259.22,PhD,9,5788,585,43.63,0.66,Germany,23.51
Clinical embryologist,Retail,Increasing,Low,51230.51,PhD,4,5375,3748,26.1,8.47,Germany,39.63
"Administrator, sports",Finance,Increasing,Moderate,139505.65,Master’s Degree,16,9284,2869,0.44,72.44,Australia,25.15
"Engineer, communications",Healthcare,Increasing,High,98865.63,Master’s Degree,6,6504,1233,62.46,33.14,Brazil,29.73
Legal secretary,Entertainment,Increasing,Low,122877.63,Bachelor’s Degree,16,6061,1184,6.61,31.51,Germany,69.03
"Engineer, site",Education,Decreasing,Low,55764.08,High School,6,3778,9209,83.71,42.38,Brazil,51.63
Interpreter,Healthcare,Increasing,Low,145695.52,Bachelor’s Degree,15,6919,3175,13.94,31.35,China,69.44
Set designer,Retail,Decreasing,Moderate,132791.7,Master’s Degree,15,5075,1546,13.25,77.71,UK,57.66
Environmental health practitioner,Manufacturing,Increasing,Low,98729.67,PhD,11,6665,8167,52.1,52.09,Canada,78.85
Tour manager,Finance,Decreasing,Low,90086.62,PhD,9,9057,8861,9.27,10.17,USA,69.87
IT trainer,Entertainment,Decreasing,High,146405.38,High School,11,6014,2519,56.2,90.41,USA,45.81
Learning disability nurse,Education,Decreasing,Moderate,94225.14,High School,14,1057,6272,59.57,23.39,Brazil,36.84
Music tutor,IT,Decreasing,High,99969.57,Master’s Degree,11,100,5182,35.57,23.58,Australia,30.6
"Geologist, engineering",Education,Decreasing,High,46049.04,High School,1,2067,8450,77.1,39.06,UK,49.43
Dentist,Entertainment,Decreasing,Low,49117.25,Bachelor’s Degree,14,9522,1412,72.35,99.94,India,74.68
Broadcast engineer,IT,Decreasing,High,68930.55,High School,11,8662,5718,3.5,25.97,UK,47.77
"Psychologist, educational",Retail,Decreasing,Low,60948.98,Master’s Degree,7,8314,9368,37.06,10.69,UK,45.79
Sales promotion account executive,Entertainment,Decreasing,Moderate,76834.01,Master’s Degree,2,4176,2723,85.59,14.58,Brazil,73.74
Quality manager,Entertainment,Decreasing,High,90713.04,High School,14,8245,9499,57.37,66.65,USA,25.04
Patent attorney,Transportation,Increasing,High,84209.29,PhD,8,5777,7955,11.77,60.43,USA,75.34
Maintenance engineer,Entertainment,Decreasing,Moderate,136360.1,Associate Degree,6,6252,4774,94.8,54.96,India,39.52
Tour manager,Education,Decreasing,Low,126311.16,Associate Degree,18,5947,1721,4.13,87.11,Australia,53.0
"Psychologist, clinical",Education,Decreasing,Moderate,71108.01,Bachelor’s Degree,18,1594,1965,97.64,11.57,Australia,63.78
Tourism officer,Transportation,Increasing,Moderate,110345.23,Master’s Degree,19,8921,1914,41.48,12.78,Brazil,40.68
Cytogeneticist,IT,Increasing,High,115329.21,Master’s Degree,3,3859,1952,18.44,37.9,Australia,20.71
Forensic scientist,Manufacturing,Decreasing,Low,147806.59,Master’s Degree,19,8571,5813,38.77,42.64,Canada,51.02
Passenger transport manager,Manufacturing,Increasing,High,49814.29,Master’s Degree,8,4145,1024,59.42,72.7,UK,72.6
"Nurse, children's",Healthcare,Decreasing,Low,55446.35,High School,9,8662,8584,46.75,15.94,China,28.76
Licensed conveyancer,IT,Decreasing,High,38034.61,High School,3,9560,9149,98.49,20.97,China,67.25
"Administrator, local government",Finance,Decreasing,Moderate,79067.21,Bachelor’s Degree,14,6399,5669,30.01,9.28,Germany,53.61
Charity officer,Healthcare,Decreasing,Moderate,138509.71,Bachelor’s Degree,7,9994,2137,75.23,5.98,Germany,46.58
Bonds trader,Education,Increasing,Moderate,53350.59,Bachelor’s Degree,19,6404,7050,52.04,18.18,Canada,65.93
"Production assistant, television",Transportation,Increasing,High,31481.82,Associate Degree,14,7639,2529,90.58,14.44,Australia,24.78
Advertising copywriter,Retail,Decreasing,Moderate,106087.94,Bachelor’s Degree,15,6076,7500,94.61,77.7,Germany,58.3
Transport planner,Finance,Decreasing,Low,116932.15,Master’s Degree,18,8338,8566,67.91,48.12,Canada,68.12
Associate Professor,Transportation,Decreasing,Low,84058.96,Bachelor’s Degree,19,5938,8911,15.11,49.83,Germany,65.61
Agricultural engineer,Transportation,Decreasing,High,95886.67,PhD,9,350,4961,40.2,19.5,China,61.26
Banker,Healthcare,Decreasing,Moderate,51484.49,Master’s Degree,3,9784,4403,45.53,51.71,Germany,53.12
Dancer,IT,Increasing,Low,58567.82,Associate Degree,0,2520,8293,88.3,84.35,USA,46.8
Environmental education officer,Manufacturing,Increasing,Low,75944.27,Associate Degree,13,4116,5374,80.28,18.61,Australia,62.29
Environmental health practitioner,Manufacturing,Increasing,Moderate,104949.85,Associate Degree,15,2965,9187,38.86,55.98,Canada,34.62
Warden/ranger,Transportation,Decreasing,Moderate,51491.15,Master’s Degree,8,2875,3311,43.51,47.86,Canada,38.17
Retail banker,Healthcare,Decreasing,High,40427.46,High School,15,4519,9361,11.35,48.45,India,79.28
Charity officer,Entertainment,Increasing,High,68239.98,PhD,11,3487,7247,13.3,83.15,India,36.35
Clothing/textile technologist,Education,Increasing,Moderate,89954.69,Master’s Degree,20,9173,3782,71.35,0.28,Australia,31.24
Dramatherapist,IT,Increasing,Low,89401.07,Associate Degree,7,2647,5566,35.29,20.37,India,50.24
Environmental consultant,Entertainment,Decreasing,High,123924.62,High School,4,4541,9136,53.68,94.24,Australia,77.12
Fisheries officer,Entertainment,Decreasing,Moderate,132043.86,Associate Degree,4,1140,9254,47.4,68.02,UK,31.61
"Psychotherapist, child",Healthcare,Decreasing,Moderate,67645.3,Associate Degree,19,9288,5149,25.65,69.84,Germany,66.11
Psychiatric nurse,Healthcare,Increasing,Low,114696.61,Associate Degree,14,1468,9858,58.49,0.44,China,40.85
"Production assistant, television",Education,Increasing,Moderate,71725.45,Bachelor’s Degree,10,253,3990,64.35,83.47,Germany,74.42
"Therapist, music",Manufacturing,Decreasing,High,72031.94,PhD,3,5453,9852,81.05,18.36,UK,78.71
"Engineer, maintenance (IT)",Transportation,Increasing,High,134739.79,Associate Degree,17,9956,1766,11.88,71.73,Canada,61.36
Investment analyst,Manufacturing,Decreasing,High,72321.71,High School,16,8754,868,88.86,49.03,China,30.41
"Copywriter, advertising",Retail,Increasing,Low,149916.65,Master’s Degree,20,2062,6815,92.93,67.78,Germany,20.49
Orthoptist,Transportation,Decreasing,Low,41753.49,Associate Degree,9,4182,1439,76.95,94.46,UK,47.42
Ambulance person,Entertainment,Increasing,High,103350.01,Bachelor’s Degree,6,1181,6350,5.12,54.16,Brazil,21.34
Paramedic,Entertainment,Decreasing,High,109924.82,High School,6,2148,8134,7.95,29.39,Canada,38.96
Logistics and distribution manager,Finance,Decreasing,Moderate,144693.78,Bachelor’s Degree,20,8728,3910,14.69,90.79,UK,20.77
"Education officer, museum",IT,Decreasing,Low,146330.44,Associate Degree,13,7159,1755,49.09,11.01,Brazil,57.88
Fashion designer,Finance,Decreasing,Low,55642.68,Bachelor’s Degree,4,5140,8264,24.84,45.49,India,31.51
Graphic designer,Entertainment,Increasing,Low,85225.69,High School,6,4234,6379,55.37,17.36,India,65.13
Chartered loss adjuster,IT,Decreasing,Moderate,83631.51,High School,6,3146,8081,90.12,19.21,UK,78.02
Emergency planning/management officer,IT,Increasing,High,55831.94,Associate Degree,8,3734,9578,78.46,97.01,Australia,28.94
Freight forwarder,Healthcare,Decreasing,High,46030.99,Bachelor’s Degree,3,5778,6203,23.79,65.03,Australia,26.05
Cytogeneticist,Transportation,Increasing,Moderate,90558.36,PhD,4,423,5948,44.91,58.15,Australia,69.57
Gaffer,Education,Decreasing,Moderate,30521.96,Associate Degree,12,8990,3244,3.04,81.38,Germany,62.36
Sports coach,Entertainment,Increasing,Moderate,144557.04,Associate Degree,2,1468,6906,8.46,68.88,Brazil,61.72
Fast food restaurant manager,Healthcare,Increasing,High,72493.34,Master’s Degree,19,752,1674,27.86,20.89,Canada,51.91
Insurance claims handler,Healthcare,Increasing,Moderate,145579.5,Associate Degree,13,4366,825,34.72,59.18,China,71.9
Orthoptist,Finance,Decreasing,Low,99175.26,High School,17,2992,6722,45.59,22.52,Germany,65.88
"Teacher, English as a foreign language",Entertainment,Increasing,Low,50215.34,Master’s Degree,1,8817,3097,8.89,72.65,Canada,23.03
Hotel manager,Healthcare,Decreasing,Moderate,100196.23,Bachelor’s Degree,2,1930,1301,30.29,94.24,India,50.06
Farm manager,Entertainment,Increasing,Low,147293.94,PhD,16,2895,2842,15.16,27.94,Germany,57.75
"Education officer, museum",Manufacturing,Increasing,Moderate,87081.86,Bachelor’s Degree,20,6901,8499,83.79,97.35,Australia,37.8
Marketing executive,Finance,Decreasing,Moderate,67953.83,Bachelor’s Degree,8,9872,5489,40.94,95.86,China,29.2
"Surveyor, building control",Education,Increasing,Moderate,145587.69,Master’s Degree,6,5511,6550,55.14,40.02,Australia,65.38
Osteopath,Healthcare,Decreasing,High,63617.71,Associate Degree,19,4890,8199,74.64,38.1,UK,66.09
Airline pilot,Transportation,Increasing,Moderate,33852.97,Master’s Degree,17,3876,6721,11.06,83.14,Australia,64.77
"Administrator, education",Entertainment,Increasing,Moderate,93266.17,PhD,3,7388,2519,91.94,65.26,Canada,79.92
Podiatrist,Transportation,Increasing,Low,113547.04,Associate Degree,11,9283,3468,71.63,53.96,Brazil,65.79
Further education lecturer,Healthcare,Decreasing,Low,82311.69,High School,0,691,6401,25.12,28.21,China,50.29
"Scientist, product/process development",IT,Decreasing,Low,124404.76,Associate Degree,5,7191,3899,13.89,32.2,Australia,30.18
"Research officer, government",IT,Increasing,Low,89397.42,Bachelor’s Degree,11,9588,156,4.13,40.03,Brazil,28.54
Fisheries officer,Education,Decreasing,Moderate,144985.18,Associate Degree,18,3353,3568,54.8,77.18,India,46.19
Video editor,Healthcare,Increasing,Low,61235.37,High School,0,1210,5285,13.12,19.1,USA,60.67
"Engineer, broadcasting (operations)",Manufacturing,Increasing,High,69501.71,Associate Degree,10,8449,2941,88.53,38.18,China,58.23
Social researcher,Manufacturing,Decreasing,Low,138546.59,Bachelor’s Degree,16,7714,5342,54.22,20.98,Canada,41.11
Audiological scientist,Education,Decreasing,Moderate,74974.67,High School,4,5736,4935,10.8,76.11,Brazil,73.61
"Accountant, chartered management",Entertainment,Decreasing,High,77156.86,PhD,18,4371,1880,59.03,47.8,Australia,63.64
Barista,IT,Decreasing,Low,76188.12,Associate Degree,20,7930,172,23.69,56.14,Canada,25.32
Geographical information systems officer,Retail,Decreasing,Low,111568.65,Associate Degree,16,892,4442,70.97,7.02,Germany,65.36
Teaching laboratory technician,Entertainment,Decreasing,Moderate,78171.28,Bachelor’s Degree,19,3978,7953,3.71,77.41,Brazil,52.58
"Conservator, furniture",Finance,Increasing,Low,99739.65,High School,20,3152,595,16.82,93.4,UK,63.81
Community development worker,Transportation,Decreasing,Low,33079.05,Master’s Degree,17,8005,7756,55.21,76.75,Germany,27.06
Armed forces technical officer,Healthcare,Decreasing,High,58233.15,PhD,3,3655,5306,76.68,20.38,China,33.1
Retail merchandiser,Retail,Increasing,Low,48170.46,Associate Degree,3,1574,3868,10.58,56.75,Brazil,42.1
Race relations officer,Healthcare,Increasing,Low,142870.19,PhD,4,2270,6782,47.8,29.96,India,61.44
Administrator,Transportation,Decreasing,High,83026.34,High School,0,9132,4665,31.61,10.11,Canada,20.77
"Programme researcher, broadcasting/film/video",Retail,Increasing,Moderate,74138.82,Associate Degree,1,3373,2443,33.71,79.36,UK,28.3
Energy engineer,Healthcare,Decreasing,High,77321.93,PhD,7,5987,991,70.36,40.39,India,53.35
"Therapist, speech and language",Retail,Decreasing,High,123248.73,PhD,18,7268,7088,89.61,28.3,China,70.74
Optometrist,Healthcare,Decreasing,Moderate,73051.44,Master’s Degree,4,1867,1601,54.2,21.62,China,52.02
Nutritional therapist,Manufacturing,Increasing,Moderate,86710.56,Associate Degree,14,8003,8781,65.98,82.89,India,71.02
"Programme researcher, broadcasting/film/video",Finance,Decreasing,Moderate,46896.84,Bachelor’s Degree,20,9515,7912,36.96,62.68,USA,67.93
Dentist,Retail,Increasing,Moderate,52126.04,Master’s Degree,13,5912,3406,74.25,29.81,China,73.78
Immigration officer,Transportation,Increasing,High,40407.77,PhD,9,5388,7940,9.77,87.54,India,66.79
Public librarian,IT,Decreasing,Moderate,100115.69,Associate Degree,4,1478,6071,92.35,48.99,Brazil,50.18
Musician,Retail,Decreasing,High,38941.48,High School,0,1663,2593,50.78,88.53,UK,45.84
Camera operator,Entertainment,Increasing,Low,70077.8,High School,13,2435,4367,57.37,59.86,India,33.65
Homeopath,IT,Decreasing,Low,114637.11,Bachelor’s Degree,9,9589,6930,47.81,57.94,Australia,68.3
"Surveyor, quantity",Education,Decreasing,High,70438.51,High School,12,9040,4838,37.87,2.35,India,58.91
Land/geomatics surveyor,Education,Increasing,Moderate,48167.2,High School,12,3398,1931,45.66,11.97,USA,53.0
Surgeon,Entertainment,Increasing,Moderate,62658.68,PhD,17,161,1029,88.65,25.61,Canada,54.03
Fast food restaurant manager,Retail,Increasing,High,70589.97,Associate Degree,16,5095,4229,86.78,23.15,USA,30.92
Nutritional therapist,Entertainment,Decreasing,Low,36851.25,Associate Degree,4,5970,3315,83.62,33.0,Canada,44.76
Insurance claims handler,Healthcare,Increasing,High,76025.25,Master’s Degree,2,7207,9453,95.99,35.14,Germany,61.14
Forest/woodland manager,Manufacturing,Increasing,Low,145884.28,PhD,20,1925,3695,17.51,98.88,India,29.98
Telecommunications researcher,IT,Decreasing,Moderate,94615.45,Bachelor’s Degree,14,9212,5872,49.56,65.19,Australia,29.9
"Scientist, physiological",Transportation,Decreasing,Low,132696.72,PhD,14,6363,5963,32.06,68.68,Canada,69.16
Theme park manager,IT,Decreasing,Moderate,30348.79,Master’s Degree,4,9458,9525,85.49,84.28,Canada,51.55
"Sales professional, IT",Retail,Increasing,Low,138642.61,Bachelor’s Degree,1,6757,9987,100.0,58.92,Brazil,70.05
"Engineer, electrical",Education,Increasing,High,114699.87,Associate Degree,4,9386,7894,30.97,64.29,India,49.65
IT technical support officer,Retail,Increasing,Moderate,59998.13,Associate Degree,8,2996,8426,52.6,64.98,Germany,47.15
Applications developer,Manufacturing,Decreasing,High,72013.88,PhD,4,3943,3584,6.7,67.29,UK,33.55
Newspaper journalist,Transportation,Increasing,High,106514.87,Associate Degree,8,6395,2433,55.83,10.66,Canada,24.77
"Chemist, analytical",Entertainment,Increasing,Low,115437.47,Associate Degree,4,5930,157,87.03,66.33,Brazil,29.91
Waste management officer,Transportation,Increasing,High,123343.78,High School,19,4319,3567,76.12,16.41,Germany,20.49
Theme park manager,Transportation,Increasing,High,54999.01,PhD,2,1096,3453,34.37,76.72,China,22.09
Armed forces technical officer,Education,Decreasing,High,135789.96,PhD,13,1708,7207,68.14,52.44,Brazil,54.35
Haematologist,Healthcare,Increasing,Low,84448.71,High School,1,3413,7039,96.61,82.98,Canada,63.63
Advertising copywriter,IT,Increasing,Low,62305.62,PhD,17,5550,5799,70.4,82.16,China,29.46
"Surveyor, planning and development",Finance,Increasing,High,82677.88,Bachelor’s Degree,0,6647,6589,79.7,50.09,Canada,56.4
Retail buyer,Entertainment,Decreasing,Moderate,141970.94,High School,8,5338,5036,48.15,0.7,Brazil,65.84
Chiropodist,Healthcare,Increasing,Moderate,54449.57,PhD,16,1089,6595,11.39,86.88,UK,67.98
Air traffic controller,Healthcare,Increasing,High,140004.21,Master’s Degree,9,2639,7131,81.96,94.27,Australia,31.28
Music tutor,Finance,Decreasing,Moderate,77117.58,PhD,1,4667,593,40.84,18.29,India,33.4
Graphic designer,Transportation,Increasing,High,86340.44,Master’s Degree,10,1088,821,9.14,23.33,India,62.65
Geographical information systems officer,Finance,Decreasing,Low,101429.51,PhD,13,5140,8007,62.79,88.09,China,32.39
Leisure centre manager,Finance,Decreasing,Low,85632.96,High School,0,9387,8145,5.21,98.23,Australia,33.02
Education administrator,Transportation,Increasing,Low,37525.13,Master’s Degree,17,8157,5328,44.12,84.63,Australia,42.24
Administrator,Transportation,Decreasing,High,40516.62,Master’s Degree,18,6774,1175,8.51,64.13,USA,57.93
"Conservator, furniture",Entertainment,Increasing,Low,124336.92,Bachelor’s Degree,2,3232,7846,58.65,14.55,Brazil,32.76
"Lecturer, further education",Education,Increasing,High,93893.6,Master’s Degree,20,9905,5444,34.44,90.21,Australia,35.61
Physiological scientist,Retail,Increasing,High,60709.53,Master’s Degree,7,793,5058,88.74,13.92,Germany,63.61
"Editor, commissioning",Manufacturing,Decreasing,High,65086.72,PhD,8,2590,1272,16.28,21.73,Australia,31.13
"Investment banker, corporate",Transportation,Decreasing,Moderate,145439.37,Master’s Degree,6,6305,7064,34.55,5.07,USA,44.89
"Civil engineer, contracting",Manufacturing,Decreasing,Moderate,30922.64,Bachelor’s Degree,8,5353,1495,51.19,30.77,Brazil,54.21
Heritage manager,Finance,Increasing,High,56258.0,Bachelor’s Degree,14,4148,4760,98.57,18.57,Germany,76.42
Horticultural therapist,Manufacturing,Increasing,Low,100346.7,Master’s Degree,0,4169,8732,51.23,99.44,Brazil,29.83
"Production designer, theatre/television/film",Healthcare,Decreasing,High,124078.29,High School,17,6223,4184,75.74,5.0,Canada,50.79
"Sales professional, IT",Entertainment,Decreasing,Moderate,102645.18,High School,4,3486,6582,30.71,13.17,UK,60.51
Marketing executive,Finance,Decreasing,Low,134884.05,Master’s Degree,3,6926,6796,93.79,5.01,Canada,70.77
Sports coach,Manufacturing,Decreasing,High,104882.51,Associate Degree,10,102,9226,69.01,8.34,Canada,28.41
Contractor,Finance,Increasing,High,124964.84,Bachelor’s Degree,6,8744,4919,26.06,60.9,China,69.36
Bonds trader,Healthcare,Decreasing,Moderate,105220.66,High School,12,6562,2886,7.05,25.28,USA,64.88
Health service manager,Education,Decreasing,Low,113940.49,Associate Degree,14,6669,6766,58.49,1.61,China,44.49
Warden/ranger,Education,Decreasing,High,115399.47,High School,8,6643,2074,10.14,65.91,UK,53.83
Forensic psychologist,Education,Increasing,High,136439.23,PhD,19,540,9432,19.36,49.62,Brazil,47.29
Secretary/administrator,Healthcare,Increasing,Moderate,102287.73,Associate Degree,15,6001,7943,7.32,0.6,China,35.65
"Therapist, music",Transportation,Increasing,Moderate,113036.86,Master’s Degree,9,6044,2508,19.19,99.75,China,60.38
"Engineer, broadcasting (operations)",Manufacturing,Increasing,Moderate,78170.59,Associate Degree,8,1182,4553,24.61,9.33,Australia,68.27
Musician,IT,Decreasing,Low,61453.03,Master’s Degree,11,351,7337,56.48,31.99,USA,75.92
Financial trader,Manufacturing,Decreasing,Moderate,141133.9,PhD,5,4720,5797,40.0,70.14,India,53.45
Radiation protection practitioner,Education,Increasing,Low,57874.56,Master’s Degree,20,7496,2021,44.97,22.45,Brazil,75.13
"Engineer, drilling",IT,Increasing,Moderate,94362.95,Associate Degree,19,3521,7109,24.07,45.29,Germany,58.32
Exercise physiologist,Healthcare,Decreasing,High,75076.68,Associate Degree,19,149,4327,87.14,64.28,India,27.35
"Teacher, early years/pre",Finance,Decreasing,Low,95021.24,Associate Degree,15,7661,7648,95.48,51.3,Brazil,26.25
"Engineer, civil (consulting)",Transportation,Increasing,High,73409.43,Bachelor’s Degree,3,458,4647,0.44,97.68,Australia,27.7
"Lecturer, higher education",Retail,Decreasing,Moderate,110391.76,Master’s Degree,15,9018,9952,28.86,16.15,Canada,39.39
Horticultural consultant,IT,Decreasing,Low,132228.36,High School,16,8182,1570,30.28,35.65,China,36.01
Medical laboratory scientific officer,Education,Decreasing,High,97235.96,Master’s Degree,5,7849,7794,97.87,38.71,China,45.61
Professor Emeritus,Manufacturing,Decreasing,Moderate,148577.34,PhD,3,4738,8121,10.54,44.43,Australia,79.26
Statistician,Transportation,Increasing,High,94561.5,Master’s Degree,9,6843,427,81.1,45.29,Australia,43.5
"Teacher, secondary school",Education,Decreasing,Low,33974.34,High School,7,5624,7423,13.96,32.67,Brazil,69.2
Financial planner,Manufacturing,Decreasing,Moderate,58251.3,Bachelor’s Degree,10,4248,6607,45.5,60.9,China,63.68
"Engineer, broadcasting (operations)",IT,Decreasing,Low,45012.2,Bachelor’s Degree,17,5244,5574,31.6,16.83,USA,26.06
Immunologist,Healthcare,Decreasing,Low,67412.07,Master’s Degree,5,7145,4176,11.39,67.83,Canada,61.72
Research scientist (life sciences),Retail,Decreasing,High,145031.51,Associate Degree,7,8386,3051,17.43,83.83,Canada,39.61
"Presenter, broadcasting",Education,Decreasing,Low,106586.07,High School,0,3636,3954,72.41,10.5,China,52.65
Maintenance engineer,Finance,Decreasing,Moderate,102243.69,Bachelor’s Degree,15,3309,4775,7.48,40.72,Australia,20.45
Trade union research officer,Healthcare,Decreasing,High,90834.62,High School,14,7462,5851,9.85,77.93,Australia,28.32
Pensions consultant,Finance,Decreasing,Low,81096.36,High School,4,2056,4317,87.55,95.17,India,57.65
"Scientist, physiological",Finance,Decreasing,Low,47737.39,Associate Degree,0,1103,7989,17.47,57.58,Canada,58.8
Plant breeder/geneticist,Retail,Increasing,High,71498.12,Bachelor’s Degree,1,6618,5884,62.88,57.11,USA,38.64
Advertising account executive,Finance,Decreasing,High,140946.11,High School,20,7731,7754,15.9,36.93,Canada,40.81
"Administrator, sports",IT,Decreasing,Moderate,107813.14,Associate Degree,16,8886,8544,92.32,37.83,Australia,64.03
Photographer,Education,Decreasing,Low,77742.29,Master’s Degree,6,4646,9617,45.12,4.69,USA,50.26
"Sales professional, IT",Finance,Decreasing,Moderate,109682.11,PhD,13,9718,1067,54.26,77.93,Canada,61.25
Horticultural therapist,Entertainment,Decreasing,Low,35187.28,High School,7,6403,8433,98.65,69.96,Brazil,44.77
Contracting civil engineer,Retail,Decreasing,Low,117000.04,Master’s Degree,0,8798,8347,63.39,60.81,UK,30.34
Travel agency manager,Retail,Increasing,Low,71970.92,Bachelor’s Degree,3,2382,9448,34.46,25.87,UK,39.57
"Engineer, agricultural",Education,Increasing,Moderate,41159.64,Bachelor’s Degree,11,8711,7522,50.94,7.71,Brazil,20.9
Neurosurgeon,Manufacturing,Decreasing,Low,130229.47,Bachelor’s Degree,8,8923,4514,40.26,76.79,Germany,76.55
Geochemist,Retail,Decreasing,Low,58610.26,High School,16,9744,3972,98.35,35.72,Canada,27.23
Tax adviser,Manufacturing,Increasing,Moderate,48934.15,Master’s Degree,8,8163,1818,75.37,97.11,Canada,67.17
Music therapist,Entertainment,Decreasing,Low,67549.07,Master’s Degree,20,8885,1000,8.24,76.44,Canada,46.11
"Therapist, drama",Transportation,Increasing,Moderate,61270.44,High School,15,7393,5065,72.98,56.34,Germany,34.26
Furniture designer,Retail,Increasing,Moderate,137611.03,PhD,4,4645,5245,34.27,27.71,UK,76.01
Emergency planning/management officer,Transportation,Increasing,Moderate,41554.11,High School,18,161,3838,99.08,92.94,Australia,70.03
Web designer,Manufacturing,Decreasing,High,126553.73,Associate Degree,6,3747,1120,84.28,16.59,UK,51.61
Chartered accountant,Education,Increasing,Moderate,61382.72,Master’s Degree,5,4153,2765,15.59,1.21,USA,56.53
Interior and spatial designer,Entertainment,Decreasing,Low,53150.85,PhD,5,9863,2849,79.76,57.86,UK,67.38
Dispensing optician,Entertainment,Increasing,High,92761.85,Associate Degree,8,8007,5775,62.08,47.14,Canada,23.07
"Scientist, audiological",IT,Increasing,Moderate,58500.18,Master’s Degree,7,3139,6029,35.51,70.38,China,65.95
Water quality scientist,Healthcare,Decreasing,Low,53106.03,Bachelor’s Degree,12,9408,201,44.76,87.48,Brazil,56.03
Professor Emeritus,Healthcare,Increasing,Moderate,117198.01,Bachelor’s Degree,14,3095,5383,3.34,90.76,USA,32.83
Environmental education officer,Entertainment,Decreasing,Moderate,121403.32,Master’s Degree,9,7946,4013,5.78,38.72,UK,24.1
Copy,Education,Decreasing,Moderate,58281.76,Bachelor’s Degree,14,3147,8852,12.77,1.34,India,79.93
Illustrator,Entertainment,Decreasing,High,115475.46,Bachelor’s Degree,15,5193,2883,21.15,35.53,USA,80.0
"Nurse, children's",IT,Decreasing,Moderate,113913.28,Bachelor’s Degree,17,297,4869,25.22,17.22,Brazil,59.7
Communications engineer,Healthcare,Increasing,High,30004.15,High School,8,6055,4751,74.14,0.76,Canada,34.2
Chartered accountant,IT,Decreasing,Moderate,71862.56,Associate Degree,14,9604,5306,44.95,22.27,USA,62.05
"Engineer, chemical",Healthcare,Decreasing,Low,103548.45,Master’s Degree,17,4627,1407,53.8,27.34,UK,52.84
"Psychologist, prison and probation services",Transportation,Decreasing,Low,86615.72,High School,1,3394,4002,52.11,69.04,UK,31.63
Field seismologist,Transportation,Increasing,Low,126718.89,PhD,14,1622,6650,20.44,91.22,Canada,24.21
Oceanographer,Finance,Decreasing,Low,123845.55,PhD,9,5313,363,86.19,66.05,China,54.02
Radio producer,Retail,Increasing,High,140622.36,Associate Degree,7,8359,8219,55.3,67.17,UK,28.37
"Horticulturist, amenity",Entertainment,Decreasing,Moderate,81744.22,Master’s Degree,4,672,3681,17.22,33.71,Australia,49.75
English as a second language teacher,Healthcare,Decreasing,Moderate,35814.06,Associate Degree,10,8158,1513,44.98,78.27,China,37.06
Hospital pharmacist,Education,Decreasing,Moderate,117620.45,Associate Degree,20,7171,9348,23.2,59.15,China,47.98
Company secretary,Education,Decreasing,Low,113811.04,High School,7,5139,5857,35.27,84.25,Australia,55.92
Geophysical data processor,Education,Increasing,Low,142458.61,Associate Degree,19,4617,5432,81.49,67.53,India,34.96
Occupational psychologist,Healthcare,Decreasing,Moderate,85375.58,Bachelor’s Degree,4,6757,7568,71.56,36.76,Australia,21.56
Agricultural consultant,Finance,Decreasing,Moderate,88884.15,High School,14,3151,699,76.72,8.26,India,65.52
Cartographer,Transportation,Decreasing,High,42615.58,Associate Degree,16,4674,7992,14.98,86.82,USA,26.32
Financial manager,Retail,Decreasing,Low,103540.42,Bachelor’s Degree,3,3844,2059,80.46,66.14,Brazil,26.01
"Surveyor, land/geomatics",Finance,Decreasing,Low,61384.94,Associate Degree,7,4606,1378,0.59,50.0,UK,26.15
Product manager,IT,Increasing,Moderate,115448.55,Bachelor’s Degree,5,5127,5119,2.48,50.84,Canada,37.8
Research scientist (medical),Education,Decreasing,Low,55872.3,Bachelor’s Degree,7,6611,8804,8.45,92.29,USA,44.96
Environmental manager,IT,Increasing,Moderate,91487.9,PhD,14,9342,2576,74.94,23.83,Germany,36.01
Marine scientist,Education,Decreasing,Low,98393.55,Bachelor’s Degree,7,7695,3636,44.38,14.34,Canada,52.23
Administrator,Entertainment,Decreasing,Moderate,119084.29,Associate Degree,2,9403,8954,87.19,3.73,Germany,26.34
Health service manager,Education,Decreasing,Moderate,77918.96,PhD,0,3633,8024,54.94,0.09,Canada,61.51
Toxicologist,Transportation,Decreasing,High,74037.03,Master’s Degree,13,5527,5811,23.85,79.59,Brazil,70.66
"Exhibitions officer, museum/gallery",Transportation,Decreasing,Low,118555.99,Associate Degree,15,2724,5265,27.99,63.85,China,49.15
Firefighter,Finance,Increasing,Low,128695.41,Associate Degree,10,4867,9757,6.42,90.95,UK,30.02
"Embryologist, clinical",Entertainment,Decreasing,Low,130831.3,Bachelor’s Degree,17,5307,4888,47.14,21.68,India,64.75
Commercial art gallery manager,Manufacturing,Increasing,Moderate,115863.31,Bachelor’s Degree,19,8616,5292,88.52,28.75,Australia,56.24
Geochemist,Entertainment,Decreasing,High,141943.27,Associate Degree,6,2896,9625,90.36,1.93,Australia,59.26
"Geologist, engineering",IT,Increasing,Moderate,101788.4,PhD,11,801,7128,95.77,83.47,Germany,55.15
Archaeologist,Transportation,Decreasing,Low,59542.36,Bachelor’s Degree,9,3194,1592,74.35,75.66,USA,34.07
Insurance broker,Entertainment,Decreasing,High,128959.81,High School,5,597,4504,40.6,19.67,Brazil,50.57
Media planner,Manufacturing,Decreasing,Low,79753.75,PhD,16,2905,8002,8.6,93.23,UK,53.34
Quantity surveyor,Transportation,Decreasing,High,127113.97,Associate Degree,15,275,296,93.46,6.33,Brazil,59.5
Land/geomatics surveyor,Entertainment,Increasing,Moderate,62312.02,Bachelor’s Degree,7,4001,820,78.91,65.9,Australia,34.74
"Engineer, control and instrumentation",Education,Decreasing,High,55833.83,High School,2,4981,6923,55.88,95.08,India,79.28
Chartered certified accountant,Manufacturing,Increasing,Low,76846.07,Associate Degree,8,2171,8181,55.01,57.86,UK,41.05
Prison officer,Finance,Increasing,High,96632.83,PhD,15,6874,7494,68.4,16.5,Canada,59.29
Video editor,Education,Decreasing,High,114893.25,High School,7,1032,1369,81.78,94.76,Germany,47.2
Community development worker,Transportation,Decreasing,High,69482.63,Bachelor’s Degree,3,3500,7562,56.37,29.24,Brazil,71.21
"Production designer, theatre/television/film",IT,Increasing,High,129601.87,PhD,5,5667,9904,39.21,93.63,Brazil,39.72
Tax inspector,Entertainment,Increasing,Low,103864.01,Master’s Degree,12,7100,6083,3.23,75.12,USA,33.47
Clinical molecular geneticist,Transportation,Decreasing,Moderate,39442.89,Bachelor’s Degree,14,3727,7759,35.39,53.03,Australia,39.55
Retail manager,IT,Decreasing,Moderate,128168.54,Bachelor’s Degree,3,849,7061,58.8,65.69,USA,60.35
Medical secretary,IT,Increasing,Moderate,117277.36,Bachelor’s Degree,9,8587,6392,44.13,20.18,USA,29.99
Quarry manager,IT,Increasing,High,127032.46,High School,13,8652,5093,12.84,87.34,UK,71.42
Art gallery manager,Finance,Increasing,Low,91739.49,High School,18,9029,9825,14.97,23.12,Brazil,24.31
Illustrator,Healthcare,Increasing,Low,32310.79,PhD,4,5181,1555,6.59,70.96,Germany,54.88
"Engineer, agricultural",Education,Decreasing,Low,73379.86,Associate Degree,12,9094,5318,55.53,13.74,Australia,58.47
"Accountant, chartered public finance",Education,Decreasing,Moderate,135234.8,Associate Degree,14,1494,9715,44.59,22.77,USA,57.15
Nutritional therapist,IT,Decreasing,Moderate,76506.41,Associate Degree,18,9549,1058,6.47,0.61,USA,32.3
Naval architect,Transportation,Decreasing,Low,138913.49,Master’s Degree,10,4569,6024,38.93,22.35,India,65.18
Interior and spatial designer,Retail,Increasing,High,71918.17,Associate Degree,11,6521,8849,30.5,86.73,Germany,23.48
Chiropractor,Finance,Decreasing,Low,115985.53,PhD,14,652,5426,88.57,14.09,USA,77.09
Site engineer,Healthcare,Increasing,High,89868.69,Associate Degree,12,2516,3839,5.12,51.4,UK,24.98
Purchasing manager,Manufacturing,Decreasing,High,112511.11,Master’s Degree,5,2902,3864,89.27,96.52,USA,57.81
"Sales professional, IT",Education,Decreasing,High,42194.14,Master’s Degree,12,674,9056,1.55,98.66,Australia,23.71
"Scientist, marine",Healthcare,Increasing,Low,70801.51,PhD,7,5612,8898,9.27,22.84,India,60.22
"Education officer, museum",Finance,Increasing,Low,108585.02,High School,19,1842,8138,66.4,4.17,China,67.46
Animator,Entertainment,Decreasing,High,48060.64,PhD,12,9589,1204,5.17,92.03,Brazil,42.86
Applications developer,Transportation,Increasing,Low,124852.68,High School,6,4029,3711,35.29,40.38,Australia,75.81
Horticultural consultant,Entertainment,Decreasing,High,82806.4,High School,3,2257,2601,23.85,87.42,UK,76.55
IT trainer,Healthcare,Increasing,Moderate,146664.21,PhD,4,9641,9944,87.64,99.63,USA,23.54
Recruitment consultant,Entertainment,Increasing,Moderate,106412.47,Bachelor’s Degree,13,7296,8438,87.17,47.41,Germany,34.35
"Engineer, electrical",Transportation,Increasing,High,114887.91,Bachelor’s Degree,18,6300,1873,46.48,30.65,Germany,54.35
Geochemist,Finance,Decreasing,Low,98300.46,Bachelor’s Degree,16,7872,2197,50.39,47.54,USA,27.25
Bookseller,IT,Increasing,High,43957.6,Master’s Degree,10,2082,7419,72.72,33.92,India,72.02
Senior tax professional/tax inspector,Finance,Decreasing,Low,145106.65,PhD,20,6831,2683,70.17,66.42,China,43.33
Learning disability nurse,Manufacturing,Increasing,Moderate,148331.79,Associate Degree,2,8097,2747,17.61,74.42,China,36.09
Community development worker,Entertainment,Increasing,Moderate,112656.11,Master’s Degree,1,459,2055,6.42,71.07,UK,26.55
"Social research officer, government",Entertainment,Decreasing,High,52404.55,Associate Degree,18,1097,5241,11.98,2.1,Canada,42.36
Architect,Healthcare,Decreasing,High,88992.12,Master’s Degree,18,2716,1973,73.71,99.37,Canada,52.09
"Surveyor, building control",Healthcare,Increasing,High,131000.61,Associate Degree,7,7445,818,2.82,64.25,Australia,20.55
Multimedia specialist,IT,Increasing,Low,107670.91,High School,17,9587,500,45.82,2.19,Germany,46.54
"Surveyor, hydrographic",Healthcare,Decreasing,Low,136452.63,PhD,3,1269,838,78.97,83.7,Brazil,64.62
Clinical cytogeneticist,Entertainment,Increasing,High,42967.86,Bachelor’s Degree,11,9881,8706,79.19,44.45,China,27.12
"Engineer, broadcasting (operations)",Manufacturing,Decreasing,Moderate,31424.47,PhD,18,4801,422,35.75,10.67,China,44.01
"Designer, furniture",Healthcare,Decreasing,Low,102664.49,Bachelor’s Degree,7,8365,8444,84.69,79.74,Canada,75.28
Homeopath,Transportation,Decreasing,Low,52054.67,Bachelor’s Degree,20,7794,763,54.63,77.48,China,75.4
Landscape architect,Retail,Increasing,High,114906.63,PhD,6,4831,6881,34.71,1.11,Germany,74.23
Intelligence analyst,Retail,Decreasing,High,132266.99,Bachelor’s Degree,11,6770,8081,91.55,76.84,Canada,38.94
"Solicitor, Scotland",IT,Decreasing,Low,55396.24,Bachelor’s Degree,5,760,3035,45.46,37.01,USA,69.12
Manufacturing systems engineer,Finance,Decreasing,High,69872.11,High School,12,2993,2729,17.83,31.77,UK,75.47
Hydrogeologist,Manufacturing,Decreasing,High,136784.86,Bachelor’s Degree,12,3447,2840,90.31,58.32,USA,65.56
"Engineer, broadcasting (operations)",Healthcare,Decreasing,High,57287.66,Associate Degree,11,154,2737,85.59,25.29,India,31.72
Chief Operating Officer,Transportation,Increasing,High,109042.57,Associate Degree,10,3215,6984,35.04,22.16,Germany,21.12
Recruitment consultant,IT,Decreasing,Moderate,93441.93,Associate Degree,16,9888,1959,29.24,4.53,Germany,24.74
"Designer, industrial/product",Finance,Increasing,Low,43753.46,High School,17,8003,4492,2.58,66.24,Australia,49.83
"Conservation officer, historic buildings",Retail,Increasing,High,58085.8,Master’s Degree,12,1570,4047,99.8,30.28,Brazil,43.81
Bookseller,Transportation,Increasing,Moderate,132443.18,Bachelor’s Degree,12,6020,3931,83.76,73.37,Canada,20.23
"Lecturer, higher education",Manufacturing,Decreasing,High,54534.84,High School,6,8537,6225,83.6,30.39,Germany,31.68
Licensed conveyancer,IT,Increasing,Low,145246.63,Associate Degree,2,4398,125,25.06,66.48,Canada,72.26
Arts development officer,Education,Increasing,High,110209.02,Bachelor’s Degree,17,1486,8790,20.78,23.04,UK,76.96
Recruitment consultant,Healthcare,Increasing,Moderate,68311.59,PhD,18,7711,6001,59.04,15.9,USA,70.05
Magazine features editor,Entertainment,Decreasing,Low,49118.36,High School,12,4335,9661,94.36,67.6,Canada,70.87
"Research officer, government",Healthcare,Decreasing,Moderate,149118.12,Bachelor’s Degree,3,1931,3282,86.41,86.51,Brazil,50.07
"Administrator, sports",Retail,Increasing,High,121210.19,Bachelor’s Degree,14,1864,6026,93.46,12.59,China,75.22
Exercise physiologist,Manufacturing,Decreasing,High,60462.37,Master’s Degree,5,2234,9708,38.53,27.38,UK,71.41
Civil Service fast streamer,Entertainment,Decreasing,High,121050.69,Master’s Degree,10,6044,9930,15.36,15.91,India,66.31
Statistician,IT,Increasing,Low,142618.04,Associate Degree,2,2850,6869,13.91,1.14,India,70.8
"Scientist, physiological",Transportation,Increasing,High,103832.07,Bachelor’s Degree,20,6809,2539,64.62,12.84,UK,79.66
"Investment banker, operational",Education,Increasing,High,91916.22,PhD,6,1080,9874,95.77,25.17,UK,56.18
Psychiatric nurse,Retail,Increasing,Low,40550.17,PhD,19,7939,7136,68.37,33.46,Australia,30.98
Sports development officer,Finance,Decreasing,High,70659.93,High School,11,4762,6349,73.37,71.72,UK,35.91
Orthoptist,Transportation,Increasing,Moderate,73875.67,PhD,9,1696,8685,40.53,84.49,UK,70.17
"Research officer, trade union",Manufacturing,Increasing,Moderate,58628.74,High School,5,1435,4187,99.45,55.4,China,38.3
Ophthalmologist,Transportation,Decreasing,Moderate,132835.59,Master’s Degree,9,8863,4548,24.12,37.99,India,74.16
Publishing copy,Healthcare,Decreasing,High,52931.11,High School,19,3989,3784,9.41,92.3,Australia,68.65
"Teacher, music",IT,Decreasing,High,82826.3,Bachelor’s Degree,19,273,2397,55.44,52.22,Germany,47.39
"Pharmacist, hospital",Education,Increasing,Moderate,73582.07,Bachelor’s Degree,3,5108,4019,11.22,18.21,Australia,21.4
Arboriculturist,Finance,Decreasing,Low,55186.62,Bachelor’s Degree,3,5675,8761,74.61,2.21,India,76.3
"Engineer, chemical",Retail,Increasing,Low,55605.16,PhD,4,222,587,24.91,35.25,USA,21.3
Banker,Finance,Increasing,Low,106807.29,High School,14,2324,966,52.49,56.42,UK,68.29
Higher education careers adviser,Education,Decreasing,High,143659.0,PhD,11,6008,7162,48.11,47.35,Brazil,79.54
Statistician,Manufacturing,Decreasing,High,134457.46,High School,10,1110,9072,84.76,29.52,China,29.87
General practice doctor,Manufacturing,Decreasing,High,109370.12,PhD,0,2954,1721,86.12,46.12,China,74.93
Regulatory affairs officer,Entertainment,Increasing,High,38079.94,PhD,3,816,8087,35.9,86.03,India,39.27
Chartered management accountant,IT,Decreasing,Low,100756.57,PhD,14,5766,7937,58.69,55.29,Brazil,47.45
Hydrologist,Healthcare,Increasing,High,87080.36,Associate Degree,6,3292,8051,53.63,28.07,Brazil,40.17
Legal secretary,Education,Decreasing,Low,63699.35,Associate Degree,19,799,5724,83.82,61.24,USA,51.19
Homeopath,Manufacturing,Decreasing,High,34031.06,Associate Degree,8,4136,3292,19.58,42.25,Brazil,65.87
Amenity horticulturist,IT,Decreasing,Low,53190.82,High School,7,925,2767,32.47,29.41,China,74.11
Haematologist,Manufacturing,Increasing,High,37865.0,Master’s Degree,8,5149,1195,43.12,22.41,Germany,73.36
Manufacturing systems engineer,Retail,Decreasing,Low,94101.59,Bachelor’s Degree,18,3245,1516,2.69,61.83,Germany,43.36
Arboriculturist,Retail,Increasing,Moderate,148756.06,High School,5,3162,4915,25.13,95.83,Canada,33.85
Retail banker,Finance,Decreasing,High,79473.1,Bachelor’s Degree,20,1897,9290,37.48,9.84,USA,47.19
"Production assistant, radio",Retail,Increasing,High,59864.27,Bachelor’s Degree,9,9072,6749,1.04,84.32,Australia,59.31
Energy engineer,Entertainment,Decreasing,Moderate,121377.22,PhD,6,3360,2300,82.19,18.24,Australia,69.94
Clinical research associate,Retail,Decreasing,Moderate,71711.17,Bachelor’s Degree,1,1034,7852,76.31,89.96,Germany,39.46
Haematologist,Entertainment,Increasing,Moderate,78087.18,Associate Degree,20,8230,5824,97.12,53.96,Germany,40.03
Research scientist (life sciences),Retail,Increasing,Low,105904.75,Associate Degree,16,1218,5432,87.54,69.8,India,68.0
"Librarian, academic",Retail,Decreasing,High,56463.29,Master’s Degree,0,3366,3731,66.57,37.96,USA,40.02
Tax inspector,Finance,Increasing,High,103760.32,PhD,14,6462,8965,81.49,61.4,Brazil,46.02
Printmaker,Finance,Decreasing,Low,142209.51,PhD,9,6536,1074,88.46,47.68,Germany,61.92
Special educational needs teacher,Entertainment,Decreasing,Low,84516.36,Associate Degree,1,3515,1574,46.78,48.42,Brazil,54.37
Chief Strategy Officer,IT,Decreasing,Moderate,127126.71,Bachelor’s Degree,17,1784,8338,1.46,25.6,Germany,59.3
"Designer, television/film set",Retail,Decreasing,Moderate,120555.24,Associate Degree,11,8214,4824,72.94,67.87,UK,46.42
Careers information officer,Finance,Increasing,High,86318.64,PhD,9,2342,6079,95.95,7.11,Australia,57.36
TEFL teacher,Education,Decreasing,Low,92563.38,Associate Degree,12,3917,6296,37.51,57.89,Canada,27.5
Youth worker,Manufacturing,Increasing,High,120878.12,Bachelor’s Degree,17,7697,8701,21.91,50.21,Germany,24.3
Freight forwarder,Retail,Increasing,Moderate,30398.23,Master’s Degree,11,7210,3750,82.67,89.55,China,70.0
Lexicographer,Entertainment,Increasing,Low,40701.9,High School,6,5346,2529,91.54,4.39,Germany,25.34
Osteopath,Finance,Increasing,High,88633.74,High School,12,3663,1258,83.04,23.28,China,43.76
Accounting technician,Finance,Decreasing,Low,83951.95,PhD,12,3884,533,69.24,23.61,UK,42.61
Holiday representative,Transportation,Increasing,High,131636.23,High School,13,1818,9871,32.09,75.13,India,54.89
Occupational psychologist,Manufacturing,Decreasing,High,79891.99,Bachelor’s Degree,18,2105,1295,95.2,79.44,Brazil,52.91
"Accountant, chartered certified",Healthcare,Increasing,Moderate,65713.02,High School,1,3074,2400,86.37,79.75,Australia,52.8
Medical technical officer,Education,Increasing,High,105841.03,Bachelor’s Degree,5,8566,4038,58.57,47.62,USA,36.21
Fashion designer,Finance,Increasing,Moderate,109435.57,Master’s Degree,14,5712,2731,5.28,66.22,UK,49.33
Quantity surveyor,Manufacturing,Increasing,Low,147833.08,Associate Degree,13,615,2874,67.98,34.05,Australia,67.86
Magazine features editor,Education,Increasing,Low,39074.48,Master’s Degree,0,5498,3096,78.48,77.73,Canada,58.94
"Research officer, government",Transportation,Decreasing,High,133345.5,High School,15,8608,4220,28.72,40.99,Brazil,41.85
Sports development officer,Transportation,Decreasing,High,59108.24,Associate Degree,4,2845,619,13.24,16.34,Brazil,31.15
"Doctor, general practice",Healthcare,Increasing,Low,88778.63,Bachelor’s Degree,7,5702,8003,78.99,68.02,India,75.96
Microbiologist,Retail,Decreasing,Low,61456.67,Bachelor’s Degree,14,411,9857,16.28,89.79,Canada,72.54
"Teacher, music",Entertainment,Decreasing,Low,94716.15,Bachelor’s Degree,14,7609,8340,19.42,44.03,Germany,46.75
Theatre director,Finance,Increasing,Moderate,34155.24,PhD,5,6219,5429,60.72,44.13,Brazil,29.13
Barista,IT,Decreasing,Low,33417.84,Associate Degree,11,572,1271,97.76,33.11,USA,49.38
"Production assistant, radio",Entertainment,Decreasing,High,62774.16,Bachelor’s Degree,19,2239,2571,80.78,36.27,Germany,62.16
Network engineer,Entertainment,Increasing,High,54852.7,Associate Degree,17,981,4450,55.67,12.93,China,56.77
Tourist information centre manager,Entertainment,Decreasing,High,123942.73,PhD,18,3466,8361,17.19,25.77,Canada,76.98
Textile designer,IT,Decreasing,High,51272.68,High School,11,9454,9983,49.16,97.08,Canada,61.96
Air traffic controller,IT,Decreasing,High,117874.89,Bachelor’s Degree,14,1177,608,82.29,86.68,India,20.54
"Psychologist, educational",Healthcare,Decreasing,Low,88128.66,PhD,18,8927,3598,80.11,6.01,Brazil,42.17
Outdoor activities/education manager,Education,Decreasing,Moderate,48084.95,Associate Degree,4,3567,5114,23.8,55.94,China,28.05
Fish farm manager,Finance,Increasing,Low,58413.01,Associate Degree,17,5942,2918,53.21,33.45,Brazil,40.2
Copy,Entertainment,Increasing,High,147553.82,Bachelor’s Degree,0,4678,1781,9.06,6.61,Germany,61.21
Commissioning editor,Healthcare,Increasing,Moderate,134985.86,Associate Degree,6,2932,413,4.42,70.78,China,66.95
Fashion designer,Entertainment,Decreasing,High,44278.21,PhD,12,9091,329,95.8,91.03,USA,37.95
Financial risk analyst,Manufacturing,Increasing,High,109966.69,Associate Degree,8,4789,7367,19.67,72.98,Australia,50.91
Charity officer,Healthcare,Increasing,Low,102522.61,Master’s Degree,6,8074,4907,62.68,41.46,USA,25.31
"Engineer, chemical",Entertainment,Increasing,High,37610.05,Associate Degree,8,1220,4029,40.39,78.18,USA,53.19
IT trainer,Finance,Decreasing,Low,110139.1,Master’s Degree,12,1945,904,77.23,76.5,Canada,66.95
Retail banker,Manufacturing,Decreasing,Moderate,88817.97,Master’s Degree,18,8879,953,65.02,56.73,Canada,67.4
Acupuncturist,Entertainment,Decreasing,Moderate,101565.74,Master’s Degree,14,2421,804,27.36,83.66,China,68.73
Medical illustrator,Healthcare,Increasing,High,109502.06,PhD,12,903,7438,7.56,72.52,India,63.75
Conference centre manager,IT,Increasing,High,109449.22,Associate Degree,9,3552,2409,47.81,20.87,USA,74.9
Information systems manager,Transportation,Decreasing,Moderate,79413.6,PhD,5,3610,635,88.77,16.52,Germany,67.39
"Journalist, newspaper",Healthcare,Decreasing,High,35466.05,PhD,3,4685,379,12.12,42.08,UK,40.84
Accounting technician,Education,Increasing,High,92288.08,Bachelor’s Degree,0,769,7388,46.99,8.05,USA,20.71
Clinical embryologist,Transportation,Decreasing,High,42278.84,PhD,10,1806,4050,75.26,57.87,India,42.98
Production manager,Finance,Increasing,Moderate,140518.87,PhD,17,3321,7973,33.23,63.08,Australia,72.46
Photographer,IT,Increasing,Low,45204.09,Bachelor’s Degree,6,1164,6314,12.07,84.2,USA,31.41
"Engineer, drilling",Manufacturing,Increasing,Low,139057.17,Master’s Degree,5,8246,8890,39.66,94.09,Canada,48.42
Financial planner,Manufacturing,Increasing,High,120785.23,High School,18,3645,797,44.48,15.27,Germany,31.52
Chiropodist,Retail,Decreasing,Low,38459.63,High School,9,6676,8964,48.76,77.9,Brazil,55.49
Tree surgeon,IT,Increasing,Moderate,132996.54,High School,8,2548,9321,67.63,37.66,India,57.08
"Exhibitions officer, museum/gallery",Entertainment,Decreasing,Low,58597.68,PhD,11,7332,2984,28.31,61.85,Brazil,56.17
Medical sales representative,Retail,Decreasing,Moderate,126377.96,Master’s Degree,8,484,7567,9.59,41.24,Canada,75.36
"Editor, commissioning",Retail,Increasing,High,122655.69,PhD,13,5193,267,43.33,0.33,Brazil,76.69
Accounting technician,Retail,Decreasing,Low,100513.7,PhD,8,4134,5372,7.52,74.4,India,66.84
Financial planner,Entertainment,Increasing,Moderate,92827.03,Associate Degree,8,6355,1110,71.49,57.86,Germany,66.55
Financial trader,Education,Decreasing,High,94203.77,Master’s Degree,13,5404,4655,87.13,34.61,Germany,77.56
Learning mentor,Healthcare,Increasing,Moderate,68987.05,Associate Degree,18,9504,1446,95.1,42.19,China,67.65
Public librarian,Retail,Decreasing,Low,82906.83,PhD,20,7202,9293,72.01,56.66,USA,58.01
Herbalist,Retail,Decreasing,Moderate,47734.67,Associate Degree,15,5137,3847,3.75,53.66,USA,48.51
Land,Retail,Increasing,High,92228.06,Master’s Degree,19,1535,1482,82.6,50.15,Australia,70.57
"Therapist, drama",Finance,Decreasing,Moderate,113281.48,Master’s Degree,20,668,1157,74.93,54.75,Brazil,60.06
Structural engineer,Retail,Increasing,Low,30836.73,Master’s Degree,15,3678,4308,83.79,0.16,India,38.24
Research scientist (medical),Manufacturing,Decreasing,Moderate,43729.62,Master’s Degree,20,4587,8857,33.64,2.71,UK,72.65
Office manager,Transportation,Increasing,High,140890.6,Bachelor’s Degree,5,8287,4803,58.78,15.45,USA,56.34
Manufacturing engineer,Manufacturing,Increasing,High,35525.63,High School,20,527,6889,29.67,29.79,Australia,31.26
Health physicist,Finance,Increasing,High,131045.82,PhD,6,5109,9640,87.25,47.35,China,52.53
"Research officer, political party",Education,Decreasing,Moderate,50800.52,PhD,10,6581,6881,36.05,29.57,Australia,34.12
"Scientist, forensic",Retail,Increasing,Low,137398.14,Master’s Degree,5,7759,1117,35.66,43.02,Germany,71.2
Leisure centre manager,Education,Increasing,Low,101626.69,Master’s Degree,17,3654,3650,20.11,34.36,China,32.47
Sports coach,Education,Decreasing,Moderate,93979.87,High School,3,8763,7746,51.06,89.57,Canada,64.11
Materials engineer,Manufacturing,Decreasing,Low,45088.27,High School,19,5412,6466,97.47,34.2,China,25.99
Chartered public finance accountant,Finance,Increasing,Moderate,119591.87,Master’s Degree,12,7232,9081,43.13,25.97,India,79.15
Camera operator,Transportation,Decreasing,Moderate,74198.23,High School,15,4609,4753,24.22,85.94,USA,36.92
Associate Professor,Healthcare,Increasing,High,101157.11,Bachelor’s Degree,4,7364,3799,30.01,66.51,Canada,33.42
Building control surveyor,IT,Increasing,Moderate,52570.02,PhD,1,2673,3471,21.99,37.14,Germany,25.47
"Nurse, learning disability",Healthcare,Increasing,High,71736.61,Master’s Degree,2,8203,7507,46.07,68.38,Canada,42.41
"Psychotherapist, dance movement",Education,Increasing,Low,146627.37,High School,15,7408,4550,46.89,62.24,China,74.93
"Doctor, general practice",Manufacturing,Increasing,Moderate,31712.1,PhD,12,1001,7716,94.71,62.01,Canada,70.08
Oceanographer,Transportation,Increasing,Moderate,143656.75,High School,10,1478,3570,97.81,9.57,USA,78.36
Printmaker,Entertainment,Decreasing,High,64556.1,Master’s Degree,4,2817,3228,61.35,50.16,Canada,22.52
"Designer, graphic",Entertainment,Increasing,Moderate,73185.07,PhD,7,7057,1275,10.32,18.09,Germany,53.88
Building services engineer,IT,Increasing,Low,81101.32,PhD,11,5552,7604,42.57,47.62,USA,75.96
"Teacher, special educational needs",Education,Decreasing,High,33027.16,Bachelor’s Degree,8,1285,2291,45.05,19.5,China,75.48
Astronomer,Transportation,Decreasing,High,94985.94,High School,0,2415,4666,13.91,71.42,China,29.45
"Development worker, community",Transportation,Decreasing,High,146507.33,PhD,14,7942,3689,57.47,80.41,UK,45.35
Medical technical officer,IT,Decreasing,Low,141395.77,Associate Degree,18,8490,1588,16.68,67.4,Canada,33.18
Research scientist (maths),Transportation,Decreasing,Moderate,46239.1,PhD,13,7011,1780,14.38,20.94,China,50.65
Press sub,Transportation,Increasing,Low,65746.34,Associate Degree,15,8951,9834,20.27,31.92,UK,49.99
Leisure centre manager,Finance,Decreasing,High,148194.67,Associate Degree,17,5648,321,67.54,62.26,UK,63.45
Insurance underwriter,Education,Decreasing,High,49636.15,Associate Degree,11,3655,2951,99.82,43.1,Canada,47.53
Education administrator,Education,Decreasing,Low,64389.72,High School,7,8441,3489,68.01,77.37,UK,71.72
Holiday representative,Manufacturing,Decreasing,Moderate,89887.53,Master’s Degree,14,3387,1803,96.01,54.4,China,22.33
Insurance broker,Healthcare,Decreasing,Low,50866.68,Bachelor’s Degree,19,1533,252,31.1,68.12,Germany,34.28
Magazine features editor,Education,Decreasing,Moderate,138210.38,Associate Degree,19,1620,3395,69.34,74.02,India,67.07
Lobbyist,Manufacturing,Decreasing,Low,34878.75,Bachelor’s Degree,18,9806,9671,22.0,13.84,Australia,51.45
Training and development officer,Entertainment,Increasing,Moderate,50168.66,Associate Degree,17,3902,3767,35.97,84.75,Canada,46.89
Architectural technologist,Education,Decreasing,Moderate,89693.49,Bachelor’s Degree,10,9727,7670,30.42,95.9,Australia,48.01
"Psychotherapist, child",Education,Increasing,Moderate,139926.89,Associate Degree,6,2531,3902,42.9,85.97,Canada,34.46
"Buyer, industrial",Transportation,Increasing,High,75040.39,Associate Degree,4,1278,3799,76.87,18.9,China,69.28
"Psychologist, counselling",Retail,Decreasing,High,50417.93,High School,9,6075,3535,32.16,64.81,Canada,71.35
Rural practice surveyor,Entertainment,Decreasing,Low,92089.97,High School,15,1735,3144,60.65,92.89,China,58.77
Communications engineer,Transportation,Decreasing,High,45406.11,Bachelor’s Degree,0,4108,7813,23.46,97.03,Australia,52.14
"Surveyor, rural practice",Finance,Decreasing,Low,137369.62,PhD,7,2972,3264,44.55,72.62,UK,65.54
Teaching laboratory technician,Healthcare,Decreasing,High,79501.64,Master’s Degree,8,600,1404,78.3,71.92,India,75.81
Computer games developer,Education,Increasing,Low,111614.01,PhD,0,7157,8733,15.63,19.96,Germany,43.9
"Engineer, drilling",Transportation,Increasing,Moderate,110270.04,Associate Degree,13,555,3388,88.98,32.85,Brazil,59.75
Tree surgeon,Transportation,Increasing,Moderate,54582.64,High School,19,8201,1169,34.66,74.02,USA,60.44
Haematologist,Finance,Decreasing,Moderate,34494.0,High School,0,3136,8561,97.19,10.95,USA,35.8
Equality and diversity officer,Entertainment,Increasing,High,131933.14,Master’s Degree,13,2677,9432,73.35,96.59,Germany,23.84
Theatre stage manager,Entertainment,Decreasing,Moderate,69887.44,Associate Degree,6,6150,9096,91.36,85.28,Brazil,58.3
Chartered loss adjuster,Manufacturing,Decreasing,Low,62822.24,High School,10,7515,6345,90.89,38.13,Germany,70.3
Chiropodist,Manufacturing,Increasing,Moderate,103349.46,Bachelor’s Degree,1,6225,5120,68.9,62.05,UK,20.81
Architect,Manufacturing,Increasing,High,130980.59,PhD,17,7580,5355,58.42,7.56,Australia,49.87
"Engineer, land",IT,Decreasing,High,118579.97,Master’s Degree,10,5547,9722,38.23,9.54,Germany,29.82
Toxicologist,IT,Decreasing,Low,30161.23,PhD,12,7911,7143,80.6,50.78,India,54.26
Medical technical officer,Transportation,Decreasing,High,121166.45,Master’s Degree,13,797,3198,38.7,16.03,Australia,69.5
International aid/development worker,Retail,Decreasing,High,111536.03,Bachelor’s Degree,13,2483,6564,2.34,77.46,Australia,64.44
"Engineer, manufacturing",Entertainment,Decreasing,High,35308.24,PhD,3,5055,790,80.15,37.47,Australia,41.24
Event organiser,Education,Increasing,High,53788.21,Master’s Degree,6,9404,5880,73.7,19.81,UK,61.3
Ceramics designer,Healthcare,Increasing,Moderate,62856.51,Bachelor’s Degree,6,7150,399,60.14,55.4,Australia,28.95
Warehouse manager,Education,Increasing,Low,101557.15,Bachelor’s Degree,13,1983,5373,33.68,94.83,Germany,57.64
Risk analyst,Transportation,Decreasing,Low,66495.89,High School,6,3551,1219,32.03,93.84,India,54.52
Chiropractor,Education,Decreasing,Moderate,99782.5,Master’s Degree,12,3691,9330,24.9,91.6,China,41.74
Rural practice surveyor,Transportation,Decreasing,Moderate,149569.65,Bachelor’s Degree,10,2467,2095,58.61,64.17,Canada,48.9
"Journalist, newspaper",Education,Decreasing,High,38634.69,High School,9,3315,2876,73.1,22.69,China,50.17
Warden/ranger,Education,Increasing,High,100970.13,Master’s Degree,10,5928,2385,43.0,26.0,China,30.77
Training and development officer,Education,Increasing,High,134238.53,Associate Degree,12,9415,8412,75.83,75.31,UK,54.18
Soil scientist,Manufacturing,Increasing,Low,42634.43,High School,14,573,2984,50.26,71.68,Brazil,72.96
"Copywriter, advertising",Healthcare,Decreasing,High,134944.78,Bachelor’s Degree,12,2605,893,29.93,79.65,India,50.91
"Engineer, manufacturing systems",Retail,Increasing,Low,111122.27,Associate Degree,7,8205,318,71.75,25.54,India,47.31
Archivist,IT,Increasing,High,67291.14,Bachelor’s Degree,10,9253,5933,46.56,8.98,Germany,75.64
Logistics and distribution manager,Transportation,Decreasing,Moderate,134519.32,PhD,7,899,8970,92.76,77.19,Germany,20.82
Psychiatrist,Transportation,Decreasing,Moderate,83149.1,High School,14,2966,4601,88.8,46.03,Brazil,29.14
Exercise physiologist,Finance,Increasing,High,42756.54,PhD,18,2798,9762,97.32,63.96,USA,63.75
Optometrist,Entertainment,Increasing,Low,76652.21,Bachelor’s Degree,10,8542,4889,62.2,26.66,Australia,67.75
"Production designer, theatre/television/film",Healthcare,Increasing,Moderate,78369.94,Bachelor’s Degree,3,9150,4064,20.84,83.36,Australia,46.73
Broadcast presenter,Entertainment,Increasing,High,133851.92,Bachelor’s Degree,11,9894,8534,0.65,2.87,UK,53.87
Licensed conveyancer,Transportation,Increasing,Moderate,96689.7,PhD,20,3049,553,62.88,67.1,China,79.66
"Lighting technician, broadcasting/film/video",Transportation,Increasing,Low,42488.05,Master’s Degree,19,9456,771,83.67,92.73,China,63.91
"Teacher, early years/pre",Transportation,Increasing,Low,44333.42,Bachelor’s Degree,4,4378,1081,0.5,12.36,India,54.41
Brewing technologist,Retail,Increasing,Low,112433.43,Associate Degree,13,9223,4510,94.95,35.82,Brazil,70.2
Chief Operating Officer,Manufacturing,Increasing,High,85949.37,PhD,17,7782,4073,64.46,84.93,India,78.35
Haematologist,IT,Increasing,High,78923.95,Associate Degree,14,3021,3996,10.2,89.83,Australia,68.97
Location manager,Manufacturing,Increasing,Moderate,122577.1,Associate Degree,20,9038,2663,56.81,53.62,India,28.07
"Production assistant, television",Entertainment,Decreasing,Moderate,61990.29,Master’s Degree,0,9734,3618,66.0,21.74,India,22.96
Quarry manager,Retail,Increasing,Low,133695.75,Associate Degree,12,8177,8864,77.52,61.67,China,74.27
Geochemist,Manufacturing,Decreasing,High,81179.11,Bachelor’s Degree,15,4444,2720,27.16,6.34,China,53.8
Associate Professor,Transportation,Increasing,Low,53301.69,PhD,3,3065,9586,22.37,72.29,Canada,59.54
Legal executive,Finance,Decreasing,High,72579.95,Master’s Degree,20,2243,7680,29.2,77.6,China,77.6
"Nurse, learning disability",Education,Increasing,Low,51644.2,Master’s Degree,9,3898,1987,95.0,2.16,UK,76.05
Social worker,Manufacturing,Decreasing,High,138411.09,High School,20,5622,9644,16.23,97.31,UK,39.88
Local government officer,Entertainment,Decreasing,Low,67370.9,Master’s Degree,7,7957,2800,60.3,96.19,India,50.95
Psychotherapist,IT,Decreasing,Moderate,129477.31,Master’s Degree,16,6614,5407,90.21,17.97,Germany,57.1
Politician's assistant,Finance,Increasing,High,34744.22,Associate Degree,0,1156,186,9.65,99.42,India,75.9
Broadcast presenter,Entertainment,Decreasing,High,105061.3,Master’s Degree,8,7274,2138,5.96,24.72,UK,53.38
Engineering geologist,Transportation,Decreasing,High,84114.14,High School,20,4429,235,59.84,99.61,Canada,59.9
Insurance account manager,Finance,Decreasing,Moderate,126138.9,PhD,3,927,9646,64.06,79.41,Brazil,49.12
Osteopath,Education,Decreasing,High,131835.8,Associate Degree,13,9039,7589,44.8,88.87,Australia,37.44
Maintenance engineer,Manufacturing,Increasing,Low,90050.28,Master’s Degree,4,8587,3442,75.4,52.22,Germany,29.88
Insurance risk surveyor,Education,Decreasing,Low,62160.94,Master’s Degree,6,4098,5978,94.51,33.13,UK,79.85
Claims inspector/assessor,Healthcare,Decreasing,High,93941.31,Master’s Degree,17,3403,9846,15.17,27.66,China,62.68
Management consultant,IT,Decreasing,Low,71129.35,PhD,8,7818,4399,24.71,39.66,Australia,51.06
Licensed conveyancer,Healthcare,Increasing,High,149399.79,Bachelor’s Degree,4,4539,8615,68.92,28.97,Canada,51.93
"Engineer, manufacturing",Manufacturing,Increasing,Low,79716.22,Master’s Degree,16,9514,5634,25.89,8.28,China,79.32
Air broker,Education,Increasing,Low,127697.58,Associate Degree,18,3212,314,52.53,14.57,Brazil,71.45
Warden/ranger,Manufacturing,Increasing,High,30488.03,High School,8,9112,711,68.44,53.87,India,62.92
Podiatrist,Manufacturing,Increasing,Moderate,145112.16,Bachelor’s Degree,15,8354,7914,91.82,70.21,India,74.11
Exhibition designer,Retail,Decreasing,Moderate,58513.67,Associate Degree,14,1854,421,27.63,50.19,Canada,29.3
"Psychologist, sport and exercise",Education,Increasing,Moderate,139155.15,PhD,4,4229,2215,45.25,21.72,Brazil,45.53
Chief of Staff,Manufacturing,Decreasing,High,38425.79,Associate Degree,12,5653,7898,21.94,87.12,Germany,55.86
Medical secretary,IT,Increasing,Moderate,49967.06,Associate Degree,15,965,6911,59.37,76.57,China,70.28
"Lecturer, further education",Healthcare,Increasing,Low,63377.35,High School,16,8174,4740,63.88,33.47,UK,76.9
Dietitian,Entertainment,Decreasing,High,47978.04,PhD,4,6032,796,7.69,13.71,USA,48.61
Astronomer,IT,Increasing,High,123801.25,Bachelor’s Degree,6,7233,4376,48.72,25.66,Australia,61.84
Environmental education officer,IT,Decreasing,Moderate,32846.73,PhD,8,5474,7169,18.24,35.62,UK,67.18
"Nurse, adult",Finance,Decreasing,Low,93165.47,Master’s Degree,12,2942,8198,70.46,95.62,Germany,48.59
Gaffer,Healthcare,Decreasing,High,99326.06,Bachelor’s Degree,13,2507,9825,35.87,39.11,Brazil,73.01
Hotel manager,Education,Decreasing,Moderate,46505.95,High School,18,1190,8889,12.65,7.43,Canada,22.53
Public librarian,Education,Increasing,High,98377.85,Associate Degree,1,7260,2321,98.08,30.08,China,46.78
Further education lecturer,Healthcare,Increasing,Moderate,44419.48,High School,3,7541,2219,2.34,12.45,USA,71.4
"Engineer, building services",Education,Increasing,Moderate,61401.49,PhD,1,609,7767,26.66,72.28,Canada,29.74
Cartographer,Retail,Increasing,Low,135786.27,High School,11,7388,8206,26.38,77.36,UK,70.26
Field trials officer,IT,Increasing,High,35409.12,Associate Degree,5,5912,3081,72.58,31.43,Canada,63.12
"Accountant, chartered",Healthcare,Decreasing,Moderate,98562.53,Bachelor’s Degree,10,8720,5144,34.77,88.78,China,53.52
Psychotherapist,IT,Increasing,Low,81161.84,High School,13,1049,3718,8.75,43.36,Brazil,25.26
"Journalist, magazine",Healthcare,Increasing,Moderate,126457.88,Master’s Degree,6,2412,742,2.28,55.98,USA,23.38
Associate Professor,Finance,Decreasing,Low,136734.95,Associate Degree,16,8243,3276,29.36,68.94,Brazil,63.19
Theatre manager,Finance,Decreasing,Low,98645.68,High School,10,4884,9635,31.69,88.65,China,78.89
"Nurse, adult",Manufacturing,Decreasing,High,45920.67,Master’s Degree,10,2502,4380,89.03,26.98,USA,51.99
Midwife,Entertainment,Decreasing,Low,139196.29,Associate Degree,11,5769,2368,5.15,43.68,Canada,77.61
Higher education careers adviser,Healthcare,Decreasing,Low,134212.23,PhD,7,8239,4428,94.48,84.7,UK,21.95
Sports coach,Healthcare,Increasing,Low,120967.82,Bachelor’s Degree,15,3076,2202,19.58,46.15,USA,31.82
Financial adviser,Education,Increasing,Moderate,97975.35,Master’s Degree,2,5309,8285,78.51,66.53,Brazil,79.34
Music therapist,Finance,Decreasing,Moderate,92574.96,PhD,12,2720,1176,72.73,68.86,Brazil,65.01
Nutritional therapist,Finance,Increasing,Low,140840.97,Master’s Degree,13,8171,7022,8.88,59.99,Australia,44.33
Control and instrumentation engineer,Entertainment,Decreasing,Low,116614.03,Associate Degree,14,1212,9150,0.37,21.71,India,66.0
Chartered legal executive (England and Wales),Finance,Decreasing,Moderate,37206.78,High School,9,9438,2478,97.8,80.28,Germany,70.83
"Programmer, multimedia",Retail,Decreasing,High,45880.92,Associate Degree,7,9877,1346,44.7,13.26,Germany,48.31
Furniture designer,Entertainment,Increasing,Moderate,93318.18,Bachelor’s Degree,0,6075,3257,87.58,42.94,Germany,42.91
Photographer,Retail,Increasing,Moderate,125646.55,Master’s Degree,11,3593,8999,38.0,85.44,Canada,57.57
Chartered public finance accountant,Manufacturing,Increasing,Low,127475.03,High School,17,1919,1990,24.28,77.94,India,64.47
Veterinary surgeon,IT,Decreasing,High,54158.29,PhD,16,3368,788,2.88,87.9,UK,76.87
Community arts worker,Manufacturing,Increasing,High,32445.35,PhD,2,3934,6578,63.32,46.74,Canada,36.33
"Programme researcher, broadcasting/film/video",Entertainment,Increasing,Moderate,55291.43,Associate Degree,8,7159,2599,88.4,31.4,Canada,50.96
Personal assistant,Transportation,Decreasing,Moderate,99089.58,PhD,0,6301,2647,57.43,49.87,USA,52.41
Museum/gallery exhibitions officer,Transportation,Decreasing,Moderate,104349.11,Master’s Degree,5,7896,5445,37.56,44.11,Canada,61.32
Race relations officer,Education,Increasing,Low,117574.74,PhD,16,2453,9744,95.52,17.3,China,42.94
Records manager,Transportation,Decreasing,High,47444.11,Master’s Degree,0,7837,7343,2.94,6.88,USA,53.0
Chartered legal executive (England and Wales),Education,Increasing,Moderate,116346.11,Associate Degree,9,4694,5792,89.45,37.55,Germany,50.16
Special educational needs teacher,Retail,Decreasing,Moderate,31495.05,Master’s Degree,14,5339,3056,75.57,99.47,Germany,40.01
"Accountant, chartered",Manufacturing,Decreasing,Low,106578.42,High School,10,5103,8939,5.12,70.69,UK,47.62
Television floor manager,Finance,Increasing,Low,121063.6,High School,5,7925,4683,98.51,4.38,Australia,24.37
Electrical engineer,Education,Decreasing,Moderate,94516.88,High School,8,8168,9549,34.7,73.33,Germany,21.5
Curator,Finance,Decreasing,High,52580.33,Associate Degree,18,6557,5361,19.02,80.75,UK,54.3
"Teacher, secondary school",Finance,Increasing,Low,74951.73,Master’s Degree,1,3202,9111,80.27,12.22,USA,78.66
Insurance underwriter,Transportation,Increasing,Low,128401.39,High School,14,5957,294,48.02,0.03,USA,60.14
"Engineer, site",Entertainment,Decreasing,Moderate,37252.34,Associate Degree,13,6283,3284,57.57,81.42,Canada,65.8
"Scientist, physiological",Manufacturing,Increasing,Low,93191.76,Associate Degree,15,1336,2284,92.85,45.96,Brazil,63.38
Television camera operator,Transportation,Decreasing,Low,140123.65,Master’s Degree,6,296,7446,29.31,57.64,Australia,45.45
Sports coach,IT,Increasing,High,114205.79,Associate Degree,20,3055,2753,86.87,6.41,Brazil,51.21
"Engineer, production",Finance,Decreasing,Moderate,137189.49,Bachelor’s Degree,5,8866,8824,39.92,82.53,Canada,56.41
"Designer, ceramics/pottery",Education,Increasing,High,102233.98,Master’s Degree,18,1946,9888,54.6,53.46,Brazil,73.2
Armed forces training and education officer,Finance,Decreasing,Moderate,122086.3,Master’s Degree,14,9508,6089,29.84,45.7,UK,73.44
Best boy,Entertainment,Decreasing,Low,80368.25,Associate Degree,9,3689,8242,3.83,29.16,Canada,27.95
Quarry manager,IT,Increasing,Moderate,90578.78,High School,14,9957,7881,98.09,52.85,India,26.0
Counselling psychologist,IT,Decreasing,Moderate,107633.1,Bachelor’s Degree,12,9136,6590,92.01,13.34,China,27.3
English as a foreign language teacher,Finance,Increasing,High,111714.92,Master’s Degree,9,6708,2204,3.38,67.18,UK,27.93
"Sales professional, IT",IT,Decreasing,High,128583.28,Master’s Degree,11,9425,924,74.14,12.69,India,65.14
Catering manager,Manufacturing,Increasing,Moderate,127994.5,Associate Degree,17,8335,3872,72.63,3.82,China,52.28
Corporate investment banker,Entertainment,Increasing,Moderate,48992.91,Bachelor’s Degree,1,522,556,81.69,52.07,UK,43.02
"Therapist, music",Manufacturing,Decreasing,Low,41403.47,Bachelor’s Degree,17,4491,7404,26.45,41.66,UK,49.02
Advertising copywriter,IT,Decreasing,High,88450.29,PhD,3,530,5626,54.19,21.69,India,42.1
Public relations account executive,Education,Decreasing,Moderate,42970.62,Master’s Degree,11,750,6373,87.1,37.38,Germany,47.88
Chief Marketing Officer,Healthcare,Increasing,Low,133509.29,PhD,17,5946,5322,9.79,82.57,Brazil,44.39
Chief Executive Officer,Finance,Increasing,Low,110880.83,Associate Degree,4,6591,383,4.29,16.48,China,24.85
Set designer,Education,Increasing,Moderate,86628.14,Master’s Degree,7,3485,8423,78.48,67.69,UK,59.15
Transport planner,IT,Decreasing,Moderate,143272.0,Master’s Degree,8,9941,966,41.76,98.76,Germany,56.55
Hydrologist,Transportation,Decreasing,High,111805.62,Master’s Degree,12,4724,9307,93.57,95.79,Germany,72.44
Ecologist,Transportation,Increasing,Moderate,53676.25,Master’s Degree,5,7018,4101,25.82,9.63,Australia,28.64
Nutritional therapist,Retail,Decreasing,Low,98096.25,Associate Degree,19,2173,9141,14.6,14.89,China,20.89
Manufacturing engineer,Transportation,Increasing,High,60677.04,Bachelor’s Degree,19,6909,5562,47.08,22.9,Brazil,25.44
Ship broker,Retail,Decreasing,Low,92702.9,Associate Degree,7,5904,2154,6.86,9.89,UK,48.02
Drilling engineer,Retail,Decreasing,Moderate,125926.55,High School,7,4315,4891,64.55,93.34,China,32.2
Early years teacher,Finance,Increasing,Moderate,145982.72,PhD,13,4603,8651,83.37,67.2,UK,67.83
Actor,Entertainment,Increasing,Low,59817.94,PhD,17,8193,6556,18.38,26.82,Germany,31.15
Broadcast presenter,Entertainment,Decreasing,Low,38765.27,Master’s Degree,18,8134,3171,7.26,61.4,USA,71.84
Tourist information centre manager,Finance,Decreasing,Moderate,50441.49,Master’s Degree,11,4607,8646,19.96,86.74,China,47.43
Theatre manager,Manufacturing,Increasing,Low,59444.86,Bachelor’s Degree,17,174,4616,19.18,5.13,India,38.71
Press sub,IT,Decreasing,Low,126635.57,PhD,8,379,9322,35.66,41.73,India,47.79
Financial manager,Education,Increasing,High,95349.49,Master’s Degree,12,3918,5487,77.06,31.87,India,53.02
Sport and exercise psychologist,Transportation,Increasing,High,57975.73,High School,8,387,6749,52.69,12.03,India,22.6
Health promotion specialist,Transportation,Decreasing,Moderate,70346.39,Associate Degree,10,9472,9164,72.43,33.17,China,60.76
Neurosurgeon,Retail,Decreasing,Low,48207.2,Master’s Degree,8,8511,358,34.0,77.98,China,58.23
Banker,Finance,Increasing,Low,135820.64,High School,0,438,7886,30.97,41.61,Brazil,74.79
Web designer,Entertainment,Decreasing,Moderate,78420.76,Associate Degree,12,7492,152,18.45,62.07,India,48.21
Contractor,Entertainment,Decreasing,Low,63211.42,Bachelor’s Degree,5,8473,7310,15.0,25.46,China,23.82
"Radiographer, diagnostic",IT,Decreasing,High,68083.65,Associate Degree,11,4243,7717,36.41,9.48,UK,42.32
Administrator,Education,Increasing,High,65750.41,Associate Degree,12,2161,3926,59.73,12.85,UK,78.78
"Administrator, arts",Retail,Increasing,Low,143112.5,Bachelor’s Degree,6,1393,1808,54.68,24.88,UK,20.88
"Surveyor, building",Manufacturing,Decreasing,High,123028.18,High School,8,750,7077,99.55,10.39,Canada,54.15
"Therapist, speech and language",IT,Increasing,Moderate,68849.22,High School,11,3308,8114,59.2,78.32,China,74.67
Environmental manager,Retail,Increasing,Moderate,34849.16,High School,10,3102,9875,58.2,81.74,India,23.13
Counsellor,Retail,Decreasing,High,91852.31,Master’s Degree,14,1149,2565,86.85,80.39,India,64.74
Research scientist (life sciences),Education,Decreasing,High,113822.51,Master’s Degree,13,3796,1968,75.51,9.53,India,47.73
Translator,IT,Decreasing,Low,117711.31,Bachelor’s Degree,17,9091,973,92.83,28.35,China,56.88
"Journalist, newspaper",IT,Decreasing,Low,66821.76,High School,2,8212,1779,96.14,85.71,UK,51.99
Retail buyer,Healthcare,Increasing,Low,115805.83,PhD,19,4880,1648,35.67,47.98,Germany,22.16
Musician,IT,Increasing,Moderate,41010.19,High School,19,4878,4641,79.73,43.93,Canada,31.51
Printmaker,Retail,Increasing,Low,132741.61,Associate Degree,8,4715,5617,68.46,16.37,Brazil,60.19
Further education lecturer,Retail,Increasing,Low,139582.98,Master’s Degree,10,9028,3362,47.58,34.16,Australia,49.22
Commissioning editor,Entertainment,Increasing,Moderate,143693.95,PhD,12,8444,5257,35.46,46.97,Canada,70.0
Energy engineer,Healthcare,Decreasing,High,73269.07,High School,2,1692,2174,92.75,77.72,China,55.39
Rural practice surveyor,IT,Decreasing,Low,139877.21,Master’s Degree,8,6710,9877,49.72,96.8,Canada,42.01
"Engineer, structural",Healthcare,Decreasing,High,85423.55,Associate Degree,13,1000,975,34.44,22.17,Australia,70.08
Aeronautical engineer,Entertainment,Increasing,Moderate,60767.49,Master’s Degree,9,8245,4157,79.38,26.4,India,36.54
Recruitment consultant,Finance,Decreasing,High,82751.36,PhD,14,1124,5932,4.47,82.64,Brazil,53.9
Social researcher,Finance,Increasing,Low,77506.29,Associate Degree,16,6623,5126,20.66,61.17,UK,69.05
"Designer, television/film set",Manufacturing,Decreasing,High,112017.82,Bachelor’s Degree,13,660,9979,69.98,96.77,China,43.97
Media planner,IT,Increasing,Low,127321.97,Bachelor’s Degree,20,7291,976,30.48,68.53,Australia,49.81
"Optician, dispensing",Finance,Increasing,High,125846.44,Master’s Degree,17,7444,5963,35.23,95.88,Germany,55.18
Logistics and distribution manager,Education,Increasing,High,106569.43,High School,13,2264,5457,87.11,28.97,Germany,23.34
"Radiographer, therapeutic",Entertainment,Decreasing,High,70128.52,High School,0,8281,3184,89.24,74.85,China,69.22
Counsellor,Finance,Increasing,Low,70968.19,Master’s Degree,12,6745,9898,61.12,91.75,Brazil,38.62
Medical physicist,Retail,Decreasing,Moderate,45839.7,PhD,7,5435,9965,67.79,22.75,Brazil,45.42
"Restaurant manager, fast food",Healthcare,Decreasing,High,88536.0,PhD,6,1456,9875,27.93,85.98,UK,51.04
Hospital pharmacist,Healthcare,Increasing,Moderate,50250.21,Bachelor’s Degree,10,1266,9978,80.8,18.88,Canada,56.85
Radiation protection practitioner,IT,Increasing,Low,62251.53,Bachelor’s Degree,7,9586,4412,14.45,2.43,UK,69.52
Naval architect,Manufacturing,Decreasing,Low,115898.68,Associate Degree,20,8581,8666,4.5,41.92,USA,23.53
Sales promotion account executive,IT,Decreasing,Low,111061.09,Bachelor’s Degree,4,4018,6693,78.5,51.3,India,41.78
"Designer, graphic",Manufacturing,Decreasing,Low,33419.18,Associate Degree,14,7055,3549,24.6,3.89,USA,61.66
Medical physicist,Manufacturing,Decreasing,High,83581.54,PhD,13,7039,7392,72.32,76.1,Canada,55.55
Ophthalmologist,IT,Increasing,High,91627.45,Master’s Degree,12,2142,9838,16.25,48.64,Australia,55.56
Technical author,Finance,Decreasing,Moderate,130506.81,High School,2,8403,3131,85.59,7.12,Germany,47.11
Video editor,IT,Increasing,Moderate,100105.4,Bachelor’s Degree,13,9198,2929,65.97,39.44,USA,59.1
Oceanographer,Finance,Decreasing,Low,101807.24,PhD,11,3544,4276,89.3,14.93,India,40.22
Air broker,Finance,Increasing,Moderate,131714.72,Bachelor’s Degree,6,9514,7914,16.01,82.76,Brazil,24.01
Politician's assistant,Healthcare,Increasing,Moderate,48224.12,High School,2,1421,3731,47.51,31.61,China,43.53
"Psychologist, counselling",Transportation,Increasing,Low,66519.71,Associate Degree,14,3225,1528,0.07,52.41,China,22.04
"Therapist, nutritional",Education,Decreasing,High,125739.47,Associate Degree,12,7652,851,78.65,89.37,China,44.96
"Surveyor, land/geomatics",Transportation,Increasing,Moderate,56090.63,PhD,13,3504,5265,92.85,75.74,Brazil,25.83
Housing manager/officer,IT,Decreasing,Low,31567.22,Bachelor’s Degree,12,5862,8164,2.49,40.45,Australia,73.53
Herbalist,Finance,Increasing,High,104600.84,Bachelor’s Degree,0,8609,5801,69.21,97.37,USA,68.07
"Surveyor, building",Retail,Decreasing,High,115282.27,PhD,6,2344,452,2.73,58.16,China,56.63
Garment/textile technologist,Entertainment,Increasing,Moderate,118672.83,Bachelor’s Degree,17,363,9914,46.8,26.45,Brazil,71.43
Multimedia specialist,IT,Increasing,Moderate,107852.78,Associate Degree,6,3104,7603,67.4,75.82,USA,35.71
Trade union research officer,Finance,Decreasing,High,78347.99,Associate Degree,3,7663,9733,93.03,70.75,Germany,31.13
"Administrator, Civil Service",Transportation,Decreasing,Low,94593.43,Bachelor’s Degree,6,3877,1055,67.83,50.92,Australia,72.57
"Producer, television/film/video",Transportation,Decreasing,High,71263.5,Bachelor’s Degree,13,9361,7875,67.37,90.65,UK,22.16
Customer service manager,Education,Increasing,Low,39222.09,PhD,4,1652,7613,31.33,16.41,Germany,48.21
Scientific laboratory technician,Transportation,Decreasing,Low,88570.41,Master’s Degree,14,2623,6712,96.91,39.58,Canada,79.73
Holiday representative,Retail,Decreasing,Low,113630.17,PhD,10,9082,7905,67.61,19.46,UK,56.97
"Education officer, environmental",Finance,Decreasing,Low,47690.02,Bachelor’s Degree,9,207,5436,21.09,71.82,Australia,29.12
Pharmacologist,Entertainment,Increasing,Low,80090.83,Associate Degree,10,3465,2219,24.34,98.02,USA,21.38
"Engineer, chemical",IT,Decreasing,Moderate,145946.42,Master’s Degree,12,1812,3289,68.55,33.88,India,35.49
Information systems manager,Manufacturing,Decreasing,High,132112.49,Master’s Degree,10,8567,4347,15.45,27.85,Canada,41.21
Clinical biochemist,Healthcare,Increasing,Moderate,149012.5,High School,10,3198,8938,14.76,50.08,Australia,42.92
Chief Technology Officer,Finance,Decreasing,Low,34082.61,Bachelor’s Degree,1,691,1805,94.89,39.79,Australia,78.09
"Scientist, physiological",Entertainment,Decreasing,High,101866.32,Bachelor’s Degree,20,9189,8357,22.26,88.18,China,42.17
Equality and diversity officer,Transportation,Increasing,Moderate,110392.73,Master’s Degree,12,6943,6236,7.41,6.42,Canada,59.28
Clinical biochemist,Manufacturing,Increasing,Low,149274.2,High School,4,8073,6531,83.13,73.83,India,50.8
Cabin crew,Healthcare,Increasing,Low,82806.01,Bachelor’s Degree,5,140,9196,4.42,19.27,Australia,43.8
Chief Financial Officer,Education,Decreasing,Moderate,44438.18,PhD,6,172,5462,72.45,45.63,Canada,60.1
"Psychologist, clinical",IT,Increasing,Low,122965.46,Associate Degree,16,4169,3937,37.94,24.68,USA,27.37
Occupational therapist,Finance,Decreasing,Moderate,75354.03,Master’s Degree,18,7724,2597,2.04,30.05,Australia,48.13
Heritage manager,Manufacturing,Increasing,High,84853.23,Master’s Degree,7,8310,4586,18.16,93.4,China,32.48
Bonds trader,Healthcare,Decreasing,Low,70658.49,PhD,18,9842,8687,66.08,46.25,India,52.29
"Teacher, early years/pre",Entertainment,Decreasing,Low,136851.27,Associate Degree,13,3765,4148,43.43,25.19,Germany,41.09
"Psychologist, clinical",Entertainment,Decreasing,High,118487.14,Master’s Degree,19,6744,6208,5.96,22.44,USA,60.73
Quarry manager,Education,Decreasing,Moderate,69933.1,PhD,6,2003,7708,84.9,18.69,India,26.32
Quantity surveyor,IT,Increasing,Low,35452.92,PhD,0,6181,8032,52.47,22.64,UK,48.85
Hospital pharmacist,Education,Decreasing,Low,94326.27,PhD,20,4328,8085,96.69,49.72,India,75.84
IT consultant,Finance,Decreasing,Moderate,76765.08,High School,19,6793,3080,29.36,57.35,UK,36.48
Ceramics designer,Manufacturing,Increasing,High,142383.36,High School,7,3616,7427,33.75,41.61,Australia,23.69
Arboriculturist,Finance,Decreasing,Moderate,89623.1,Master’s Degree,8,6827,2022,27.71,54.2,Australia,34.89
Insurance claims handler,Healthcare,Increasing,Moderate,31857.87,Bachelor’s Degree,6,4489,2935,92.62,76.49,USA,57.99
Speech and language therapist,Retail,Decreasing,High,48887.23,High School,15,3945,7456,43.45,38.23,India,26.6
Water quality scientist,Education,Increasing,Low,131418.63,High School,3,1737,5527,11.82,78.0,Canada,29.81
"Designer, ceramics/pottery",Healthcare,Increasing,High,46732.55,PhD,8,1241,4966,18.06,41.99,USA,23.13
"Scientist, research (physical sciences)",Retail,Increasing,Moderate,37907.93,High School,9,833,653,37.75,34.58,China,67.08
Warehouse manager,Entertainment,Increasing,Low,136261.36,Bachelor’s Degree,5,5678,9089,56.34,62.67,Australia,63.4
Occupational hygienist,Healthcare,Decreasing,High,83030.38,PhD,15,6083,1219,9.38,0.13,India,64.51
Publishing rights manager,Healthcare,Increasing,Moderate,117202.4,Bachelor’s Degree,12,1391,4554,74.7,83.72,Brazil,29.97
"Psychotherapist, child",Entertainment,Increasing,Moderate,100551.52,Master’s Degree,4,6853,1392,77.81,94.54,Australia,71.12
Office manager,Manufacturing,Increasing,Low,106960.62,Associate Degree,3,3907,3366,31.96,78.58,China,32.77
"Administrator, Civil Service",Transportation,Decreasing,Low,39492.0,High School,15,3502,4302,97.02,47.67,Canada,48.71
Music tutor,IT,Increasing,High,41552.42,PhD,10,2959,7233,29.96,4.32,USA,68.33
Police officer,Transportation,Decreasing,High,46535.89,Bachelor’s Degree,11,8184,2767,24.56,67.84,China,37.56
Diplomatic Services operational officer,Retail,Decreasing,Low,115708.38,Master’s Degree,10,8123,5079,87.02,94.92,USA,41.54
"Civil engineer, consulting",Transportation,Increasing,Low,117269.35,High School,18,9902,6310,83.99,19.13,USA,60.67
Energy engineer,Entertainment,Decreasing,Moderate,54751.54,High School,14,1371,6504,10.87,59.16,Canada,77.26
Fine artist,Education,Decreasing,Moderate,136992.76,Master’s Degree,5,5001,6522,89.29,25.66,India,70.56
Advice worker,Education,Decreasing,High,134428.84,Master’s Degree,16,6140,9890,82.36,26.98,Brazil,59.76
Acupuncturist,Education,Decreasing,Low,54454.45,Bachelor’s Degree,11,3031,8652,69.23,35.49,China,29.42
Proofreader,Education,Increasing,High,108256.37,Master’s Degree,16,8021,117,1.78,20.67,India,33.87
"Teacher, primary school",Education,Increasing,High,53273.89,Bachelor’s Degree,10,2399,9460,28.83,80.92,Australia,49.94
Museum/gallery exhibitions officer,Retail,Decreasing,Low,38639.07,PhD,18,9128,3428,97.47,77.73,Germany,26.19
"Nurse, learning disability",Retail,Decreasing,High,135020.24,Associate Degree,3,8510,6571,73.03,37.56,Brazil,59.63
Technical author,Healthcare,Increasing,Low,73089.0,High School,17,6987,1120,15.1,71.75,Germany,39.34
"Psychologist, sport and exercise",Transportation,Increasing,Moderate,94823.61,Master’s Degree,7,4436,8760,95.86,56.5,Brazil,35.79
"Psychotherapist, dance movement",Healthcare,Increasing,Moderate,53764.59,Master’s Degree,8,8845,5523,77.48,62.02,Australia,70.88
Health and safety inspector,IT,Increasing,High,139030.33,Bachelor’s Degree,19,8816,3318,57.39,82.25,Germany,54.99
Building services engineer,Entertainment,Decreasing,Moderate,54261.17,Master’s Degree,18,1829,5427,95.39,68.77,USA,54.68
Higher education lecturer,Finance,Decreasing,Low,130978.54,Bachelor’s Degree,14,7606,4675,0.77,19.07,Germany,65.48
"Lecturer, higher education",Healthcare,Decreasing,Low,117837.81,High School,10,4756,6694,92.13,75.37,China,36.26
Records manager,Healthcare,Decreasing,High,122008.69,Associate Degree,13,2270,3534,94.61,5.03,Germany,48.67
Risk analyst,Healthcare,Decreasing,Low,103570.35,Bachelor’s Degree,16,542,6203,37.65,98.98,UK,30.31
"Psychologist, clinical",Entertainment,Decreasing,Low,121813.79,Master’s Degree,6,5239,2697,60.86,31.21,India,63.57
Microbiologist,Finance,Decreasing,Low,52894.05,Bachelor’s Degree,19,2895,8287,48.84,68.55,Brazil,63.71
Waste management officer,Transportation,Decreasing,Low,142882.96,Bachelor’s Degree,5,7270,3595,30.09,84.8,China,27.39
Recycling officer,Entertainment,Increasing,High,32249.11,Master’s Degree,5,4788,6964,23.33,83.33,Australia,44.7
"Psychologist, clinical",Retail,Increasing,Low,89330.38,Associate Degree,5,5199,7848,84.04,73.42,Germany,23.85
Petroleum engineer,Finance,Decreasing,Low,47357.85,Bachelor’s Degree,12,3439,8987,6.94,67.42,Brazil,63.86
"Nurse, learning disability",Finance,Decreasing,High,54654.76,PhD,14,5573,863,33.2,46.03,Australia,59.99
Glass blower/designer,Manufacturing,Increasing,Low,38799.31,Associate Degree,19,1118,6690,59.45,39.24,Germany,55.24
"Accountant, chartered public finance",Manufacturing,Decreasing,Low,48494.55,Associate Degree,10,6315,6453,65.51,68.71,USA,28.45
Horticultural therapist,Retail,Increasing,Moderate,137608.74,PhD,0,8224,7094,92.42,24.56,Canada,43.33
"Producer, television/film/video",Retail,Increasing,High,130299.1,Bachelor’s Degree,1,9365,8699,94.84,52.35,Brazil,70.21
Licensed conveyancer,Transportation,Increasing,Low,139717.72,Bachelor’s Degree,9,2584,329,64.53,44.61,India,72.44
Race relations officer,Entertainment,Increasing,Low,94592.57,Master’s Degree,12,3169,1969,3.73,98.18,UK,28.24
Clinical embryologist,Healthcare,Decreasing,Moderate,119396.57,Associate Degree,15,6151,9103,65.58,74.32,China,76.41
Purchasing manager,IT,Increasing,Low,107436.61,Master’s Degree,5,1070,6371,81.17,31.17,UK,59.46
Retail banker,Healthcare,Increasing,Low,104347.17,Master’s Degree,19,996,8882,54.9,82.83,Brazil,69.2
Video editor,Transportation,Increasing,Low,72911.04,Bachelor’s Degree,19,7954,9197,86.36,0.61,China,69.22
Event organiser,Healthcare,Increasing,Moderate,64499.96,Master’s Degree,0,7577,9642,13.07,41.14,Germany,26.1
Architectural technologist,Retail,Increasing,High,147700.36,Bachelor’s Degree,3,443,6382,75.16,58.13,Australia,31.29
"Loss adjuster, chartered",Finance,Decreasing,High,56690.83,Associate Degree,9,8146,6116,23.83,98.57,India,38.53
Occupational therapist,Retail,Increasing,High,34813.88,Associate Degree,6,3379,1093,0.36,99.47,UK,20.99
Sales promotion account executive,Transportation,Decreasing,Moderate,136550.18,High School,18,4781,9422,9.45,95.28,USA,30.94
"Sales professional, IT",IT,Decreasing,Low,122148.41,High School,6,5772,497,76.53,7.54,India,37.34
Acupuncturist,Education,Decreasing,Low,146770.15,High School,11,7898,6987,98.53,81.14,USA,51.0
Production engineer,Education,Decreasing,Low,124865.47,Associate Degree,7,4602,780,29.78,38.82,Canada,30.03
"Surveyor, rural practice",Finance,Increasing,Moderate,143250.85,PhD,16,1738,9730,81.46,87.06,Australia,59.99
"Therapist, occupational",Manufacturing,Decreasing,Low,108944.55,Master’s Degree,3,2470,6531,87.67,62.6,Germany,68.6
Banker,Retail,Increasing,Moderate,81453.68,PhD,18,7785,5651,57.83,13.64,Brazil,52.71
Mental health nurse,Education,Increasing,Low,43456.89,Master’s Degree,17,9309,9012,16.81,53.17,China,71.26
Environmental consultant,Education,Increasing,Moderate,124016.14,Master’s Degree,3,2632,7364,10.46,29.61,USA,58.0
"Engineer, electrical",IT,Increasing,Low,70270.51,High School,20,8213,6097,88.63,32.96,Germany,65.87
Land,Manufacturing,Decreasing,Low,87662.47,Bachelor’s Degree,17,2767,8679,73.16,21.27,USA,49.1
Manufacturing systems engineer,Retail,Decreasing,High,128505.06,Bachelor’s Degree,8,645,9512,63.93,39.88,Germany,59.59
"Administrator, charities/voluntary organisations",Manufacturing,Increasing,Moderate,138825.62,Master’s Degree,2,3367,798,59.6,32.59,Germany,75.03
Maintenance engineer,Education,Decreasing,Low,55642.59,PhD,16,6816,6098,50.31,4.16,Australia,28.48
Chief Operating Officer,Manufacturing,Increasing,Moderate,87761.91,High School,13,1901,9606,53.12,81.56,Australia,78.6
Cytogeneticist,Education,Increasing,High,138657.08,Master’s Degree,12,9989,4748,43.2,85.21,Australia,22.07
Archaeologist,IT,Increasing,Low,142837.75,High School,0,9839,1530,52.75,37.3,USA,36.68
"Designer, multimedia",Entertainment,Decreasing,Low,128993.25,PhD,18,5048,7670,29.98,57.48,Australia,73.53
Accommodation manager,Finance,Decreasing,Low,149875.83,Associate Degree,15,1496,3871,61.34,45.33,India,22.53
"Journalist, magazine",IT,Increasing,Moderate,94107.12,Associate Degree,16,3644,9287,53.35,89.9,Australia,35.29
Solicitor,IT,Increasing,Low,74578.74,Associate Degree,16,5816,7001,64.69,18.52,UK,72.8
Archivist,Manufacturing,Decreasing,Moderate,61573.08,High School,6,7973,6457,74.19,76.53,USA,45.1
"Engineer, control and instrumentation",Finance,Decreasing,High,132337.21,PhD,10,8024,3675,88.52,37.03,India,50.11
Quarry manager,Manufacturing,Decreasing,High,85956.67,Bachelor’s Degree,15,194,1101,78.14,23.17,Brazil,40.58
Data scientist,Entertainment,Increasing,High,115320.89,PhD,19,4582,4126,0.73,18.54,Australia,70.89
"Scientist, research (medical)",Transportation,Increasing,Moderate,118885.4,Associate Degree,5,6357,9728,65.84,98.1,Canada,77.96
Sports development officer,Finance,Increasing,High,47870.05,Associate Degree,1,9548,6557,18.76,45.81,UK,67.18
Multimedia programmer,Transportation,Decreasing,High,96546.29,Master’s Degree,17,2778,7925,74.73,52.35,Brazil,31.58
Pensions consultant,Retail,Increasing,High,64047.5,Bachelor’s Degree,4,4150,9057,32.9,83.11,UK,41.1
Town planner,Retail,Decreasing,Moderate,86890.14,Associate Degree,8,4263,9693,85.16,47.77,China,67.26
Farm manager,IT,Decreasing,Moderate,42829.9,High School,7,2341,5250,86.27,55.71,China,28.71
Theatre director,Manufacturing,Increasing,Moderate,94336.49,High School,18,1935,4863,65.35,67.31,Brazil,29.99
Environmental manager,Education,Increasing,Low,117520.5,Associate Degree,19,1385,4539,0.57,73.15,UK,39.61
Advice worker,IT,Increasing,Moderate,81115.67,Bachelor’s Degree,4,8112,4815,40.85,99.48,Brazil,45.71
Bonds trader,Healthcare,Increasing,Moderate,145225.81,Bachelor’s Degree,10,7133,1331,73.24,78.79,Canada,33.9
Personnel officer,Education,Increasing,Moderate,42312.7,High School,6,2896,6219,93.61,58.92,India,68.87
Environmental education officer,Education,Decreasing,High,70772.68,Master’s Degree,12,8622,9601,35.11,2.79,India,55.14
"Scientist, forensic",Entertainment,Increasing,Moderate,87651.56,Associate Degree,2,9655,1452,65.71,94.79,UK,77.28
Armed forces technical officer,Manufacturing,Increasing,High,137158.61,Bachelor’s Degree,4,5133,578,57.7,77.49,Brazil,72.78
Stage manager,Entertainment,Decreasing,Moderate,50877.29,PhD,9,8862,8053,67.53,93.41,Canada,50.79
Catering manager,Healthcare,Increasing,Low,31366.45,PhD,18,825,2777,9.18,32.08,USA,49.26
Land/geomatics surveyor,Finance,Decreasing,Moderate,57633.39,Associate Degree,16,3649,7638,8.81,85.4,UK,58.23
Glass blower/designer,Finance,Decreasing,Low,119080.44,Bachelor’s Degree,2,7125,9975,6.57,57.79,USA,36.54
Systems developer,IT,Decreasing,Moderate,43645.6,Bachelor’s Degree,6,1558,9396,52.26,81.72,India,78.32
Counsellor,Manufacturing,Decreasing,Moderate,83252.57,Associate Degree,10,4154,9910,92.48,29.8,USA,23.4
Immunologist,Transportation,Decreasing,Moderate,122607.94,High School,8,9951,9370,59.91,28.39,Brazil,63.36
Sub,Education,Increasing,Moderate,122790.42,Bachelor’s Degree,20,453,3302,61.92,87.5,Canada,79.52
Archivist,Healthcare,Decreasing,High,149079.04,Master’s Degree,0,5556,9507,29.87,23.94,Brazil,56.93
Public relations account executive,Finance,Decreasing,High,100063.79,Bachelor’s Degree,4,5249,5730,44.6,45.13,Australia,69.16
Landscape architect,Finance,Decreasing,Moderate,123354.88,Master’s Degree,13,5871,5383,88.45,17.1,India,59.5
"Conservator, museum/gallery",Finance,Decreasing,Moderate,69300.04,Bachelor’s Degree,2,3160,3334,88.87,57.46,China,34.4
Jewellery designer,Finance,Increasing,High,45174.91,Bachelor’s Degree,0,5372,8100,83.74,35.65,Canada,45.39
Tax adviser,Transportation,Decreasing,High,120020.23,PhD,20,9365,5279,54.42,29.46,Brazil,62.47
Volunteer coordinator,Finance,Increasing,Low,78358.5,High School,14,6887,8889,28.0,7.13,India,50.0
Police officer,Entertainment,Increasing,Low,111024.57,PhD,17,1101,845,72.7,85.98,Australia,23.83
"Teacher, adult education",Finance,Increasing,Moderate,124040.41,Associate Degree,4,6517,7947,49.21,0.91,Australia,37.67
Field trials officer,Education,Decreasing,Low,118061.83,High School,1,2477,8842,64.45,16.67,USA,26.65
Furniture designer,Transportation,Increasing,High,147837.55,High School,7,7486,7125,0.75,91.8,India,20.48
Warehouse manager,Retail,Increasing,High,90737.0,PhD,2,5861,8348,8.1,94.17,UK,62.05
Magazine features editor,Education,Decreasing,Low,133175.23,Master’s Degree,17,9877,3008,22.46,41.42,China,72.87
Software engineer,Entertainment,Decreasing,Low,34011.71,Bachelor’s Degree,6,6765,8012,81.58,89.38,Canada,26.58
Prison officer,Finance,Increasing,Low,83914.95,High School,10,7137,6185,25.53,15.22,UK,75.92
Web designer,Retail,Increasing,Low,97880.93,Associate Degree,13,856,1680,16.43,19.13,UK,39.31
Land/geomatics surveyor,Healthcare,Decreasing,Low,79584.91,Associate Degree,2,517,9069,92.95,88.23,India,29.68
Geoscientist,Manufacturing,Decreasing,Low,42163.42,PhD,5,8581,7828,14.22,76.81,Germany,61.01
Geographical information systems officer,Retail,Decreasing,High,136458.82,Associate Degree,2,544,5582,61.3,42.98,Brazil,33.97
Plant breeder/geneticist,Manufacturing,Decreasing,Moderate,100121.67,Associate Degree,4,5027,8241,95.23,47.36,India,27.58
"Engineer, aeronautical",Entertainment,Decreasing,Moderate,83019.08,Bachelor’s Degree,16,682,5998,42.13,88.86,Brazil,23.03
Geoscientist,Retail,Decreasing,High,41809.15,Master’s Degree,20,5238,6558,36.09,45.51,Brazil,62.46
Museum/gallery curator,Manufacturing,Decreasing,Moderate,44670.98,Bachelor’s Degree,14,4850,5657,38.21,62.56,Canada,71.08
Travel agency manager,Manufacturing,Increasing,Low,86488.69,PhD,19,4151,413,58.27,12.56,UK,58.07
Rural practice surveyor,Education,Decreasing,Low,148422.87,Master’s Degree,9,1334,4466,34.38,49.26,USA,66.01
Insurance risk surveyor,Education,Decreasing,Moderate,142450.06,Bachelor’s Degree,15,6419,4848,51.84,6.31,Australia,29.55
"Accountant, chartered management",Education,Increasing,Low,129956.94,Master’s Degree,3,232,468,90.95,25.69,Brazil,26.26
Educational psychologist,Retail,Decreasing,Moderate,82700.26,High School,18,1366,6847,87.01,86.2,Germany,55.73
"Development worker, community",Retail,Increasing,Moderate,101294.44,Associate Degree,14,9121,5924,82.72,8.97,USA,56.7
Petroleum engineer,Entertainment,Increasing,Low,108932.66,Master’s Degree,8,8974,9065,65.82,79.39,India,57.19
"Research officer, political party",Finance,Decreasing,High,92207.77,High School,10,9997,8080,79.76,1.38,Australia,31.3
"Teacher, adult education",Manufacturing,Decreasing,Low,64478.76,Master’s Degree,4,6851,1107,69.84,56.28,China,65.01
Water quality scientist,Healthcare,Increasing,Low,34087.34,Associate Degree,17,4671,5513,35.82,54.59,USA,32.34
Housing manager/officer,IT,Increasing,Moderate,127394.74,Bachelor’s Degree,18,6762,2292,57.46,32.94,India,31.42
"Scientist, research (life sciences)",Finance,Increasing,High,55916.23,Associate Degree,18,2667,1186,90.83,39.8,UK,47.74
"Scientist, clinical (histocompatibility and immunogenetics)",Manufacturing,Increasing,Moderate,69028.57,Bachelor’s Degree,3,4812,2233,50.27,9.01,Canada,44.18
"Civil engineer, contracting",IT,Decreasing,Low,122491.12,High School,14,5404,5517,54.93,44.07,Australia,65.6
Financial risk analyst,Retail,Decreasing,Low,146887.36,High School,12,8651,3085,86.83,66.05,USA,51.35
Artist,Manufacturing,Decreasing,Low,96510.46,High School,1,6297,981,79.77,51.43,China,24.68
Analytical chemist,Entertainment,Increasing,Low,60287.85,Master’s Degree,10,257,9628,42.4,16.76,UK,33.54
"Research officer, trade union",Finance,Increasing,Low,81020.25,Associate Degree,14,8617,2339,41.48,30.35,Canada,67.87
Games developer,Healthcare,Decreasing,Low,66212.98,Bachelor’s Degree,1,6856,7647,2.53,83.92,Germany,74.66
Associate Professor,Manufacturing,Decreasing,High,30818.76,PhD,0,8646,1622,90.69,6.06,Germany,52.14
Chief Financial Officer,Entertainment,Increasing,High,118224.02,High School,15,1668,1998,75.35,40.18,USA,66.32
Medical physicist,IT,Decreasing,High,113723.42,Associate Degree,14,9327,9443,60.76,35.08,Canada,67.41
"Engineer, manufacturing systems",Transportation,Decreasing,High,52494.93,Master’s Degree,9,2319,1595,97.98,18.47,UK,66.49
Special effects artist,Retail,Decreasing,Moderate,58374.75,High School,13,2663,702,99.89,84.98,China,57.16
Emergency planning/management officer,IT,Decreasing,Moderate,102257.8,High School,4,8368,3309,2.21,55.64,China,67.79
Leisure centre manager,Retail,Increasing,High,43899.57,Master’s Degree,7,3900,4403,83.21,13.99,Australia,68.89
Theatre manager,Transportation,Decreasing,High,61773.96,PhD,19,7361,2157,29.45,98.64,UK,64.65
Set designer,Education,Increasing,High,66620.32,Associate Degree,19,2295,5972,29.52,83.35,Australia,47.07
Haematologist,Transportation,Increasing,Low,52293.29,Associate Degree,4,7288,9818,59.61,41.47,India,35.4
Nature conservation officer,IT,Decreasing,Low,39960.44,Associate Degree,16,8338,391,10.16,22.75,Brazil,29.43
Arboriculturist,Education,Decreasing,High,61770.56,Associate Degree,1,6122,7299,20.65,77.86,Australia,64.5
Medical physicist,Finance,Decreasing,Low,105414.69,Bachelor’s Degree,3,208,5313,61.58,56.98,Australia,61.43
Aid worker,Retail,Decreasing,Moderate,54102.33,Associate Degree,16,5277,7749,19.1,13.93,Australia,63.94
"Engineer, manufacturing systems",Transportation,Increasing,Low,81049.66,Associate Degree,9,5627,1807,11.69,32.29,UK,21.51
Customer service manager,Transportation,Decreasing,High,144441.91,High School,11,314,7381,76.41,56.58,India,35.47
Bookseller,Finance,Decreasing,Moderate,71477.88,Master’s Degree,0,9729,7625,21.57,61.27,India,52.94
Office manager,Healthcare,Increasing,High,41959.17,High School,4,6438,6431,40.25,97.98,India,25.32
Risk analyst,Finance,Increasing,High,128883.8,High School,10,4692,6689,43.42,5.18,Germany,37.8
Commissioning editor,IT,Increasing,Low,117288.43,Associate Degree,11,9751,7016,36.41,24.18,India,29.88
Medical illustrator,Entertainment,Decreasing,Moderate,52483.56,Associate Degree,0,3195,1697,96.98,22.09,India,52.08
Animal technologist,Manufacturing,Decreasing,Moderate,65531.41,Master’s Degree,4,7086,7176,36.0,84.59,Brazil,20.3
Exhibition designer,Finance,Decreasing,High,82821.33,High School,20,9117,3758,92.24,68.61,Germany,69.26
Theme park manager,Retail,Decreasing,Moderate,91201.14,Associate Degree,17,8686,5136,68.32,54.19,Australia,72.1
Chief Executive Officer,Healthcare,Increasing,Moderate,30615.75,Bachelor’s Degree,15,9107,4857,70.12,65.58,Germany,62.35
Administrator,Manufacturing,Decreasing,Moderate,117464.8,PhD,0,2099,4492,59.1,60.39,UK,70.96
Medical laboratory scientific officer,Healthcare,Decreasing,Moderate,39092.21,Associate Degree,20,6551,5988,52.34,84.36,China,52.69
"Production assistant, radio",Transportation,Decreasing,Moderate,75303.99,High School,11,3334,2364,83.03,7.35,Germany,45.77
Telecommunications researcher,Transportation,Increasing,Moderate,113425.32,High School,7,1208,4267,54.81,31.08,Germany,53.0
IT consultant,Manufacturing,Decreasing,High,144622.05,Bachelor’s Degree,8,2112,2130,21.97,11.64,USA,36.74
"Loss adjuster, chartered",Healthcare,Increasing,High,97130.17,Associate Degree,19,8756,2380,25.56,81.6,USA,78.0
Medical secretary,Finance,Decreasing,Low,101813.29,High School,2,1807,9155,9.8,1.74,UK,68.31
Chartered management accountant,Manufacturing,Increasing,Low,129147.39,PhD,5,5194,8916,34.64,52.96,China,54.37
"Geologist, wellsite",Manufacturing,Increasing,Low,73762.4,Bachelor’s Degree,12,5512,308,79.12,18.34,Germany,25.31
Fine artist,Finance,Increasing,Low,131437.11,Bachelor’s Degree,20,1454,4977,59.64,14.55,USA,56.16
"Nurse, learning disability",Manufacturing,Increasing,High,66935.22,PhD,7,5835,4213,49.56,62.26,Germany,79.92
Orthoptist,Manufacturing,Decreasing,Low,106838.19,Bachelor’s Degree,5,4465,9669,54.74,49.69,Brazil,73.16
"Conservator, furniture",Retail,Decreasing,High,96039.59,Bachelor’s Degree,13,3168,9669,16.63,13.21,Canada,70.6
Trade mark attorney,IT,Increasing,Moderate,47562.43,High School,15,211,9596,14.52,1.14,China,31.79
Information officer,Transportation,Increasing,Moderate,128005.26,Associate Degree,18,3961,3219,69.52,30.37,Canada,70.24
Maintenance engineer,Retail,Increasing,Low,98767.07,Associate Degree,15,8449,8028,75.62,29.0,Australia,65.59
Data processing manager,Education,Decreasing,Low,100862.01,Associate Degree,7,8051,6856,25.41,22.42,USA,35.79
"Surveyor, insurance",Education,Increasing,Moderate,94717.8,Master’s Degree,13,6473,9188,88.14,94.75,India,31.23
"Designer, television/film set",IT,Increasing,Low,59760.93,High School,17,8210,7488,73.16,53.22,Australia,53.2
Records manager,Transportation,Increasing,Low,43764.81,PhD,4,3070,3484,40.18,59.75,India,61.28
"Teacher, music",Manufacturing,Decreasing,Low,39417.7,Bachelor’s Degree,2,8600,5269,83.29,90.9,Germany,30.02
"Engineer, civil (consulting)",Retail,Increasing,Low,31691.74,Bachelor’s Degree,9,2551,661,62.48,83.29,USA,65.2
Copy,Manufacturing,Decreasing,High,70553.37,Master’s Degree,6,4545,4557,94.79,55.27,Canada,24.45
Economist,IT,Decreasing,High,48706.36,Master’s Degree,8,618,5364,33.81,42.19,Brazil,34.22
"Biochemist, clinical",Manufacturing,Increasing,High,107172.32,Bachelor’s Degree,14,5785,365,39.67,42.48,Canada,65.8
Conference centre manager,Finance,Increasing,Low,137133.06,High School,9,8644,7838,48.28,61.16,Australia,55.68
Tourism officer,IT,Increasing,Moderate,86918.04,Master’s Degree,4,2081,9310,25.72,58.27,China,25.0
Economist,Manufacturing,Decreasing,High,66571.94,Associate Degree,18,5491,9757,49.73,17.29,Canada,75.3
"Surveyor, quantity",Manufacturing,Increasing,Low,74522.57,Associate Degree,7,833,7159,85.95,24.66,Brazil,49.68
"Engineer, electronics",Education,Decreasing,Moderate,67260.25,PhD,13,1839,1578,94.73,28.36,Germany,79.85
Scientific laboratory technician,Retail,Decreasing,Moderate,145661.79,Associate Degree,3,5757,6798,6.3,93.72,Brazil,46.06
Archivist,Entertainment,Decreasing,Moderate,60007.03,Associate Degree,0,9161,4403,55.61,78.03,USA,32.38
Dealer,Entertainment,Increasing,Low,40538.09,High School,16,6817,1221,83.92,39.51,UK,79.14
Materials engineer,Finance,Decreasing,Moderate,84767.44,Bachelor’s Degree,12,3944,774,68.15,1.2,UK,43.19
"Surveyor, hydrographic",Education,Decreasing,High,138935.49,Associate Degree,14,8362,618,61.71,87.11,USA,66.0
Call centre manager,Education,Increasing,Low,32902.55,PhD,2,5322,8229,21.64,94.37,China,25.53
Fine artist,Manufacturing,Increasing,High,93829.19,PhD,7,5328,706,61.5,93.92,Germany,53.36
Social worker,Healthcare,Increasing,High,36683.72,Associate Degree,2,4417,7154,84.59,67.24,Brazil,33.29
Educational psychologist,IT,Increasing,Low,65156.95,Bachelor’s Degree,5,1520,2615,89.23,33.8,Canada,34.31
Industrial buyer,Retail,Decreasing,High,60021.52,Associate Degree,18,5460,4038,77.6,72.33,Brazil,33.98
"Education officer, museum",Transportation,Decreasing,Moderate,121335.92,Associate Degree,14,4801,5090,63.28,98.11,USA,29.07
Clinical cytogeneticist,Manufacturing,Increasing,Low,113126.45,PhD,13,4779,6097,79.14,52.11,Australia,39.64
Corporate investment banker,Education,Decreasing,Low,39146.0,Associate Degree,2,7929,747,37.5,15.34,Germany,39.67
Pharmacologist,Healthcare,Decreasing,Moderate,64415.27,PhD,6,2344,1747,57.13,18.46,India,77.08
Planning and development surveyor,Education,Decreasing,High,51304.69,High School,18,7786,9794,48.06,23.37,UK,47.22
"Engineer, production",Education,Decreasing,Low,135477.08,PhD,14,2749,1421,80.67,20.75,Brazil,31.57
Science writer,Transportation,Increasing,Low,38548.46,Master’s Degree,17,4034,2373,94.76,34.82,USA,29.07
Environmental education officer,Retail,Decreasing,Moderate,31603.54,Associate Degree,8,1786,4636,42.38,86.31,UK,60.24
Facilities manager,Manufacturing,Increasing,Moderate,30966.25,High School,15,5639,6927,89.97,72.01,Canada,71.09
Radio producer,Entertainment,Increasing,Moderate,43073.35,Bachelor’s Degree,1,2755,3750,26.58,19.17,China,58.07
Sports administrator,Education,Decreasing,Moderate,102767.65,Bachelor’s Degree,16,4956,8244,81.0,93.71,Germany,48.42
Lawyer,Manufacturing,Increasing,Moderate,110531.99,Associate Degree,10,308,6334,66.11,74.8,Canada,48.75
Ambulance person,IT,Decreasing,Low,31059.91,High School,12,4159,2217,94.5,29.78,USA,25.7
Tour manager,IT,Decreasing,High,61655.0,Associate Degree,8,254,8981,48.18,97.22,China,20.34
"Engineer, electrical",Manufacturing,Increasing,High,56134.75,Bachelor’s Degree,1,7520,2995,9.25,79.8,Australia,49.5
"Development worker, international aid",IT,Increasing,Low,109431.35,Bachelor’s Degree,1,4254,574,80.83,38.2,Brazil,73.27
Clinical biochemist,Education,Decreasing,Moderate,114596.24,Bachelor’s Degree,5,5251,2462,58.98,88.82,UK,56.78
Orthoptist,Finance,Decreasing,Low,147451.95,Associate Degree,10,4052,3375,17.58,94.65,Australia,20.44
"Runner, broadcasting/film/video",Entertainment,Increasing,High,82354.45,High School,18,4946,4903,25.57,10.22,Brazil,22.65
"Presenter, broadcasting",IT,Decreasing,Low,94764.58,Associate Degree,7,1692,5761,79.59,64.34,China,68.93
Optometrist,Healthcare,Increasing,Low,72319.27,Associate Degree,18,4166,5329,31.95,77.59,Brazil,50.55
"Engineer, electronics",Transportation,Decreasing,Low,120323.51,High School,9,7314,7575,9.34,59.74,Germany,66.53
Make,Entertainment,Increasing,High,142310.2,Master’s Degree,3,8852,6299,49.52,43.06,Germany,64.01
Dentist,Manufacturing,Increasing,Moderate,119163.96,Master’s Degree,13,1435,6031,29.23,35.34,Germany,22.84
"Psychotherapist, dance movement",Retail,Increasing,High,41338.91,Associate Degree,19,266,1413,13.24,5.57,China,43.76
"Scientist, research (medical)",Healthcare,Decreasing,Low,69721.04,Bachelor’s Degree,10,2359,6328,84.33,26.34,USA,29.39
Television floor manager,Education,Decreasing,Moderate,72484.15,Bachelor’s Degree,4,9335,992,87.4,30.98,China,27.45
Immigration officer,Healthcare,Increasing,Moderate,118910.85,High School,20,7667,2602,68.14,58.87,China,31.49
Lawyer,IT,Decreasing,High,67469.81,PhD,2,3031,9583,60.18,39.17,India,38.52
"Designer, furniture",Entertainment,Decreasing,Low,135582.09,PhD,13,460,7761,60.55,89.72,Australia,62.23
Tree surgeon,Education,Increasing,High,139901.21,High School,12,9636,1529,37.04,92.87,India,45.92
"Engineer, civil (consulting)",Entertainment,Decreasing,High,96919.95,Master’s Degree,1,9272,2385,66.88,71.9,Brazil,77.35
"Scientist, research (physical sciences)",Education,Increasing,High,113737.79,Associate Degree,10,1641,9496,84.81,89.75,China,67.31
Hospital doctor,Transportation,Decreasing,High,109548.45,High School,16,7176,6715,14.27,22.03,India,40.01
Pathologist,Finance,Decreasing,High,109108.97,Associate Degree,13,109,6184,33.07,8.61,UK,49.39
Immunologist,Finance,Decreasing,Low,70243.33,Associate Degree,2,1499,6919,22.98,93.52,China,35.39
Armed forces training and education officer,Education,Increasing,Low,32564.31,Bachelor’s Degree,4,8289,4869,93.56,30.06,Australia,40.96
"Therapist, nutritional",Retail,Increasing,Low,80495.63,Master’s Degree,5,7245,4513,17.36,15.38,Australia,56.91
Camera operator,Education,Decreasing,Low,148696.44,PhD,13,8421,9265,26.9,41.23,UK,23.68
Local government officer,Healthcare,Decreasing,Low,86994.89,High School,6,7738,326,90.03,93.12,Germany,52.95
Oncologist,Finance,Increasing,High,65712.68,Master’s Degree,13,6572,5514,67.25,8.43,UK,42.6
"Education officer, community",Manufacturing,Increasing,Moderate,88506.55,Master’s Degree,17,6906,5240,24.94,63.05,USA,33.74
Electrical engineer,Transportation,Decreasing,Moderate,90143.73,Bachelor’s Degree,1,7345,7230,31.07,4.28,Brazil,63.88
Lobbyist,Retail,Increasing,Low,72902.33,PhD,1,1849,5645,66.52,12.29,Canada,36.41
Music tutor,Education,Increasing,Moderate,136525.77,Associate Degree,3,6313,5094,95.88,64.08,USA,64.04
Community education officer,Transportation,Decreasing,High,48452.3,Associate Degree,5,3079,9749,16.97,24.41,UK,76.56
Heritage manager,Retail,Decreasing,Moderate,57222.33,High School,12,2717,7948,58.38,25.01,Germany,68.27
Sales executive,Entertainment,Decreasing,Moderate,73228.75,Master’s Degree,13,4579,8370,89.23,70.53,USA,61.46
Private music teacher,Retail,Increasing,Low,93296.98,Associate Degree,19,8530,9629,85.04,38.09,Canada,57.08
"Investment banker, corporate",Education,Increasing,Moderate,41240.72,PhD,0,6002,1089,86.69,59.48,India,64.32
"Engineer, technical sales",Education,Decreasing,High,45396.69,Bachelor’s Degree,9,1592,1148,95.09,40.3,UK,27.6
Marketing executive,Manufacturing,Decreasing,Moderate,85373.69,High School,1,2732,8648,17.63,18.44,Canada,73.28
Interpreter,Education,Increasing,Low,138977.58,Bachelor’s Degree,5,8141,5420,16.91,81.81,Brazil,59.71
Diagnostic radiographer,Education,Decreasing,Low,43174.68,PhD,10,3313,9176,90.79,62.91,Australia,20.2
Seismic interpreter,Manufacturing,Increasing,Moderate,74422.72,Bachelor’s Degree,13,1684,6201,95.1,92.73,UK,53.61
Naval architect,Healthcare,Increasing,Moderate,37230.14,Master’s Degree,15,8186,7293,67.25,10.8,China,57.18
Data scientist,Education,Decreasing,Low,132024.63,PhD,11,9064,7258,4.75,68.77,USA,54.77
"Therapist, music",IT,Increasing,Low,136204.97,High School,6,6851,9356,82.83,36.17,Australia,27.52
"Research officer, government",Manufacturing,Decreasing,Moderate,30542.87,High School,10,2929,6094,81.68,20.48,USA,28.99
Administrator,Finance,Increasing,Low,125554.61,Associate Degree,9,2553,5905,32.1,7.17,Canada,52.84
Chief Marketing Officer,Healthcare,Increasing,Moderate,122483.66,PhD,6,4835,4880,18.32,70.92,Germany,45.7
Art gallery manager,Retail,Decreasing,Moderate,106850.33,PhD,5,6783,5264,34.4,67.73,China,40.45
Copy,Manufacturing,Increasing,High,107167.62,Associate Degree,20,4793,3729,54.03,14.32,India,61.57
Company secretary,Finance,Decreasing,Low,43496.69,PhD,19,8063,259,12.69,23.0,UK,40.91
Customer service manager,IT,Increasing,Moderate,39549.99,PhD,13,3691,2055,68.03,58.17,Canada,61.16
"Teacher, music",Healthcare,Increasing,Moderate,60844.15,Bachelor’s Degree,10,5057,1974,21.63,57.86,Canada,24.94
"Journalist, broadcasting",Finance,Decreasing,High,98816.43,High School,19,1752,2470,47.56,62.65,Australia,22.8
Passenger transport manager,Manufacturing,Increasing,High,37572.42,PhD,17,1332,6747,8.95,59.84,Australia,40.39
"Engineer, automotive",Healthcare,Increasing,Low,76630.43,Bachelor’s Degree,1,690,528,65.26,76.58,UK,51.79
Production engineer,Retail,Increasing,Moderate,132736.58,PhD,10,7682,166,1.21,13.03,UK,34.99
Sub,Manufacturing,Increasing,Low,87976.9,Bachelor’s Degree,4,5322,5865,33.31,84.7,Brazil,29.27
Advertising account planner,Retail,Increasing,Low,115478.77,Associate Degree,10,6583,7107,61.39,84.94,India,74.46
Special educational needs teacher,Education,Increasing,High,31623.32,Bachelor’s Degree,5,714,1654,75.35,10.14,China,44.38
Trading standards officer,Retail,Increasing,Moderate,116697.52,High School,15,1488,3023,95.28,84.02,Australia,37.71
Archaeologist,Manufacturing,Increasing,Low,73112.02,Master’s Degree,15,9260,1162,69.28,81.61,Germany,21.77
"Nurse, mental health",Finance,Decreasing,Moderate,93149.52,High School,16,5430,4616,78.52,22.87,Brazil,30.8
"Pharmacist, hospital",Healthcare,Increasing,High,145094.92,Associate Degree,17,3155,1642,22.19,44.22,USA,59.79
"Lecturer, further education",Education,Decreasing,Moderate,72266.26,PhD,4,4039,979,68.82,5.8,Brazil,51.44
Video editor,Education,Increasing,High,54865.35,Bachelor’s Degree,16,7018,2614,61.9,66.95,Canada,20.67
Financial risk analyst,Manufacturing,Decreasing,High,101472.74,High School,20,994,6847,33.29,52.0,Canada,46.34
Chief Strategy Officer,Finance,Increasing,Moderate,141603.58,Associate Degree,3,3343,414,10.6,92.23,Canada,68.86
Higher education lecturer,Entertainment,Decreasing,Low,59937.63,Associate Degree,15,8721,4387,56.13,45.91,Canada,43.75
"Secretary, company",Manufacturing,Increasing,Moderate,89243.79,Bachelor’s Degree,7,101,7115,34.36,29.21,Germany,30.84
Risk manager,Retail,Decreasing,Low,73428.04,High School,6,1242,4381,66.05,5.82,UK,72.86
Regulatory affairs officer,IT,Increasing,High,67753.01,Bachelor’s Degree,20,3306,9591,85.28,13.81,China,25.38
Bonds trader,Retail,Increasing,Low,66338.57,Bachelor’s Degree,19,6436,3204,70.91,16.65,Germany,67.38
Product manager,IT,Increasing,Low,74195.22,High School,1,523,457,41.22,86.74,USA,60.72
Museum/gallery conservator,IT,Decreasing,High,58367.81,Bachelor’s Degree,11,1896,1103,21.66,42.73,China,70.55
"Engineer, automotive",Manufacturing,Increasing,High,83842.68,Bachelor’s Degree,18,2921,2491,73.36,32.05,Australia,45.06
Travel agency manager,Entertainment,Decreasing,Moderate,102974.1,High School,19,7048,4355,71.84,13.05,Brazil,49.7
Diagnostic radiographer,Entertainment,Increasing,Moderate,107325.79,Associate Degree,13,6443,6712,31.1,77.25,USA,56.74
Insurance claims handler,Entertainment,Increasing,High,79658.7,Associate Degree,19,7784,1265,39.68,68.06,USA,64.12
Public relations account executive,Transportation,Increasing,High,86148.2,Bachelor’s Degree,3,5068,5805,76.76,1.17,Brazil,76.22
Air traffic controller,IT,Decreasing,High,44768.25,Bachelor’s Degree,6,8592,390,50.48,51.72,Australia,73.1
Diplomatic Services operational officer,Retail,Decreasing,Low,74919.69,PhD,2,3515,398,58.03,22.1,China,43.47
"Psychologist, forensic",Manufacturing,Increasing,High,70079.19,Bachelor’s Degree,13,3914,4534,79.26,84.92,Germany,77.57
Theatre director,Healthcare,Increasing,High,135401.37,High School,1,6056,9864,15.83,28.95,Canada,48.01
"Sales professional, IT",Healthcare,Decreasing,Low,141693.4,Associate Degree,15,6621,3509,75.41,2.81,Brazil,73.93
Multimedia programmer,Education,Increasing,Moderate,100244.26,Master’s Degree,0,4404,5412,9.62,44.84,USA,35.47
Counsellor,Entertainment,Increasing,Moderate,80054.74,Bachelor’s Degree,10,8689,8801,33.2,3.77,USA,52.06
"Administrator, sports",Finance,Increasing,Low,101818.24,Bachelor’s Degree,16,6428,6973,13.05,39.93,India,35.2
Planning and development surveyor,IT,Decreasing,Low,114426.34,Associate Degree,18,9195,3147,5.13,52.72,Australia,63.29
Transport planner,Finance,Decreasing,Low,110955.64,PhD,1,9036,3932,49.31,74.18,Australia,29.08
Production manager,Manufacturing,Decreasing,High,57455.94,High School,2,4236,2315,18.34,17.11,UK,56.49
Equality and diversity officer,Healthcare,Decreasing,Moderate,82305.63,High School,6,9730,1471,37.6,50.2,Canada,52.45
"Psychologist, occupational",IT,Decreasing,High,112064.75,PhD,4,5149,7167,96.0,54.84,Germany,30.68
Airline pilot,Entertainment,Increasing,Moderate,55021.92,Master’s Degree,10,2855,3145,55.44,24.59,USA,43.55
Retail manager,Finance,Decreasing,Moderate,74231.92,High School,1,4355,6234,25.28,40.8,Germany,27.42
Midwife,Transportation,Decreasing,Moderate,126903.95,Master’s Degree,13,399,9478,34.49,71.03,China,78.82
Event organiser,Entertainment,Increasing,High,50093.83,Bachelor’s Degree,4,754,6820,82.59,88.78,Australia,68.0
"Conservator, museum/gallery",IT,Increasing,Moderate,106155.48,High School,6,9128,7649,58.91,72.17,Germany,33.85
Mudlogger,Transportation,Increasing,High,44755.17,Associate Degree,8,9839,7704,22.71,88.16,Canada,56.74
Metallurgist,IT,Decreasing,Low,69937.73,Associate Degree,8,4724,5457,0.27,76.09,Brazil,53.64
Careers adviser,Manufacturing,Decreasing,Low,43763.55,High School,1,2392,4036,52.04,22.76,Canada,55.65
Copy,Finance,Increasing,High,123830.56,Master’s Degree,10,6624,5514,85.07,17.21,Australia,41.43
Industrial/product designer,Finance,Increasing,Moderate,93139.94,PhD,14,8839,7868,49.54,36.87,USA,26.03
"Engineer, building services",Entertainment,Increasing,High,48799.08,PhD,5,6815,7188,3.97,87.69,Australia,51.62
Location manager,Entertainment,Increasing,Low,50559.49,PhD,4,5707,9512,43.65,85.28,USA,76.79
Medical illustrator,Manufacturing,Increasing,High,44398.39,Bachelor’s Degree,9,6897,3738,35.16,23.02,Canada,22.97
Commissioning editor,Transportation,Increasing,High,128174.19,High School,1,4366,6578,81.53,53.5,China,25.33
Risk manager,Education,Decreasing,Low,63854.98,Associate Degree,20,8219,1280,39.65,45.47,USA,40.79
"Nurse, learning disability",Transportation,Decreasing,Moderate,63118.21,High School,16,1396,6626,59.13,74.92,India,75.36
Dancer,Healthcare,Increasing,High,53235.74,Master’s Degree,6,7488,4078,24.08,71.85,Brazil,32.65
Charity fundraiser,Transportation,Decreasing,Moderate,107802.84,High School,9,3205,9822,52.8,98.87,USA,25.31
Lexicographer,IT,Decreasing,High,91503.0,High School,1,6840,811,36.4,6.87,UK,54.64
Analytical chemist,Healthcare,Increasing,Low,78693.77,High School,15,4022,5113,75.29,54.1,Canada,49.47
Research scientist (medical),Manufacturing,Decreasing,Moderate,148077.1,Master’s Degree,14,7673,5562,15.34,13.0,Canada,40.71
Exhibition designer,Education,Increasing,Low,93382.74,Bachelor’s Degree,9,5796,9814,73.71,27.51,Brazil,69.69
"Engineer, energy",Healthcare,Increasing,Low,148385.73,Bachelor’s Degree,14,3023,665,82.94,62.3,Brazil,29.35
Plant breeder/geneticist,Entertainment,Increasing,Moderate,60293.49,Associate Degree,19,5005,2785,0.08,20.18,UK,47.08
Dancer,Transportation,Increasing,Low,110940.42,Master’s Degree,19,7078,5877,52.87,91.41,Germany,68.22
"Engineer, communications",Education,Increasing,Moderate,71980.04,Master’s Degree,0,4348,5286,85.35,11.41,Brazil,24.52
Broadcast engineer,Education,Decreasing,High,42312.63,Associate Degree,4,7190,5142,5.61,6.73,Canada,39.62
"Buyer, industrial",Entertainment,Increasing,Low,81225.5,Master’s Degree,1,8661,8677,71.09,91.83,Canada,40.4
Special effects artist,Entertainment,Increasing,High,37321.07,Associate Degree,12,7779,4092,22.73,96.52,USA,26.63
Theatre manager,Education,Decreasing,High,52453.51,High School,12,4376,3371,39.13,89.96,Australia,61.79
Chiropodist,Manufacturing,Decreasing,Moderate,116783.73,Associate Degree,10,5993,7006,5.83,33.38,Brazil,65.23
Advertising art director,Healthcare,Increasing,Moderate,113932.99,High School,16,1523,3953,67.12,84.26,UK,46.2
Ergonomist,Education,Increasing,Moderate,39757.76,Master’s Degree,0,6259,9688,7.03,8.61,India,44.7
Set designer,Entertainment,Decreasing,High,104153.63,Associate Degree,0,3148,3359,42.1,8.7,Canada,23.93
Bonds trader,Finance,Decreasing,High,146770.63,Associate Degree,5,3014,8307,25.84,17.53,India,26.7
Hydrographic surveyor,Manufacturing,Decreasing,Low,93306.11,High School,2,1674,9085,54.11,98.0,UK,44.06
Database administrator,IT,Increasing,Moderate,55608.22,High School,15,1885,2585,5.41,56.36,Brazil,52.94
Print production planner,IT,Increasing,Low,59090.21,High School,18,3638,3620,41.64,70.33,India,63.59
"Education officer, environmental",Retail,Decreasing,Moderate,75032.11,High School,2,6160,5892,88.43,18.63,India,25.15
Forensic scientist,Retail,Decreasing,Low,50832.45,High School,2,4720,129,84.39,7.41,Germany,78.08
Product designer,Education,Increasing,Moderate,44194.04,Master’s Degree,10,1706,6865,85.62,55.37,UK,37.42
Tax inspector,Education,Decreasing,High,45726.1,Bachelor’s Degree,10,4668,8784,3.68,98.96,Canada,72.71
Nature conservation officer,Transportation,Increasing,High,50218.17,High School,3,6789,9232,17.08,61.87,India,34.98
Planning and development surveyor,Entertainment,Decreasing,Moderate,142140.51,High School,15,3530,2957,0.33,59.53,Canada,69.86
Financial planner,Education,Decreasing,Moderate,76146.95,PhD,15,3132,2399,77.42,90.39,USA,74.84
Secretary/administrator,Education,Increasing,High,119008.65,Master’s Degree,2,785,5054,72.59,83.18,Brazil,51.61
"Engineer, control and instrumentation",Entertainment,Decreasing,High,66229.61,PhD,6,4385,4210,65.28,13.75,Canada,47.55
"Designer, furniture",Education,Decreasing,Moderate,73113.98,High School,8,2692,3365,82.74,0.87,Germany,76.12
Advertising account planner,Manufacturing,Decreasing,High,97968.82,High School,11,4161,6362,41.05,98.58,UK,58.05
Freight forwarder,IT,Decreasing,High,142018.69,Master’s Degree,19,7014,6352,16.48,49.88,UK,74.49
Adult nurse,Entertainment,Decreasing,Low,82801.85,Associate Degree,18,2012,2337,22.17,66.45,Germany,66.56
Armed forces technical officer,Education,Decreasing,High,37495.45,PhD,9,5662,5254,13.25,51.99,Australia,40.3
Comptroller,Entertainment,Decreasing,Moderate,116758.16,Master’s Degree,19,1833,313,0.71,23.95,Canada,50.16
Video editor,IT,Decreasing,Low,82659.72,PhD,5,2130,3932,76.37,92.49,Germany,46.05
Seismic interpreter,Transportation,Decreasing,High,42202.42,Associate Degree,2,8644,5222,4.74,14.46,USA,51.02
Call centre manager,Retail,Increasing,Moderate,131009.02,Master’s Degree,6,9360,8472,8.62,96.08,Germany,52.99
Chartered management accountant,IT,Increasing,High,79512.67,Master’s Degree,12,5800,9497,37.42,78.76,USA,33.51
Garment/textile technologist,Transportation,Increasing,High,141459.71,Associate Degree,4,274,9268,28.25,26.04,UK,62.88
Radio producer,Finance,Decreasing,Moderate,36880.77,Bachelor’s Degree,10,2665,4339,91.0,23.53,Canada,63.92
Electronics engineer,Manufacturing,Increasing,Low,78300.15,Bachelor’s Degree,18,181,3898,9.21,6.18,USA,38.68
"Research officer, political party",Healthcare,Decreasing,Moderate,30608.03,Associate Degree,15,195,4237,53.1,7.42,Canada,36.53
Metallurgist,Education,Decreasing,High,139565.87,Bachelor’s Degree,15,7537,1735,5.88,22.14,China,27.72
Speech and language therapist,Entertainment,Decreasing,High,46006.93,Master’s Degree,8,9689,4105,19.09,51.6,Australia,58.9
Rural practice surveyor,Education,Decreasing,High,135197.62,Bachelor’s Degree,12,5261,9207,62.96,32.51,Brazil,32.54
Speech and language therapist,Education,Decreasing,Moderate,86381.96,Associate Degree,1,1594,8926,10.65,25.16,USA,43.9
Analytical chemist,Manufacturing,Increasing,Low,102414.09,Associate Degree,11,1928,5722,1.05,48.82,China,24.35
Ergonomist,Finance,Increasing,Low,105326.6,Associate Degree,11,2684,2060,84.85,0.7,UK,69.05
Artist,Transportation,Decreasing,High,65105.91,Master’s Degree,6,7135,9472,40.71,15.18,China,72.73
Retail buyer,Retail,Decreasing,High,126169.4,Master’s Degree,3,9433,1917,15.93,95.54,India,27.1
"Designer, jewellery",Entertainment,Decreasing,Moderate,144420.09,Master’s Degree,20,2479,6341,21.88,16.17,Germany,39.9
Academic librarian,Healthcare,Increasing,High,59953.75,Master’s Degree,17,7352,6060,70.91,38.37,Brazil,28.48
Building services engineer,Finance,Increasing,Low,104596.21,High School,15,2851,8801,66.36,49.44,Australia,59.91
Insurance account manager,Education,Decreasing,Moderate,126401.7,Bachelor’s Degree,19,5951,973,91.26,38.65,USA,38.16
"Pharmacist, hospital",Healthcare,Decreasing,Moderate,146656.69,High School,13,1125,7327,30.77,3.22,USA,51.15
Intelligence analyst,Retail,Decreasing,Moderate,117234.99,Master’s Degree,4,4563,5363,77.24,35.39,Canada,53.91
"Engineer, drilling",Entertainment,Decreasing,High,114756.12,High School,19,5271,5794,56.57,88.44,China,35.85
"Engineer, production",Retail,Increasing,High,32245.1,High School,10,2147,2825,24.96,19.92,China,21.11
"Nurse, adult",Retail,Decreasing,Moderate,114733.82,Master’s Degree,3,456,7004,5.37,5.07,Brazil,70.35
"Engineer, land",Education,Increasing,Moderate,62208.18,Bachelor’s Degree,9,7263,2141,9.41,81.05,USA,29.1
"Lighting technician, broadcasting/film/video",Finance,Increasing,High,118246.09,Master’s Degree,0,10000,7462,1.89,56.91,Germany,34.58
Learning disability nurse,Transportation,Decreasing,High,79740.8,Associate Degree,5,5415,6548,72.91,92.68,USA,62.14
"Engineer, land",IT,Increasing,Low,75988.52,Bachelor’s Degree,13,9497,7074,16.51,85.01,Canada,69.46
Camera operator,Retail,Increasing,High,75339.27,High School,0,8576,9763,21.56,74.84,USA,69.04
Prison officer,Education,Increasing,High,32534.72,PhD,14,798,3734,89.89,99.88,China,20.15
"Administrator, sports",Entertainment,Decreasing,High,33260.05,High School,1,2220,727,18.33,18.48,Australia,22.97
Land,Finance,Decreasing,Moderate,44986.52,High School,16,1887,1187,6.63,39.59,UK,22.55
"Radiographer, diagnostic",Education,Decreasing,High,91782.64,Associate Degree,17,256,9399,22.82,35.4,China,73.55
Intelligence analyst,Entertainment,Decreasing,High,49273.64,Master’s Degree,12,8493,4678,19.04,83.23,Brazil,30.11
IT technical support officer,Transportation,Decreasing,High,105069.3,Master’s Degree,17,7462,7685,47.46,98.26,USA,36.05
Architectural technologist,Healthcare,Decreasing,Moderate,37534.08,High School,17,5313,1361,2.25,68.95,Brazil,78.09
Land,Manufacturing,Decreasing,Moderate,49471.65,PhD,5,1416,3186,21.52,56.87,Canada,56.46
Electrical engineer,Manufacturing,Increasing,High,88680.36,Associate Degree,7,4435,8403,20.53,65.44,Brazil,20.28
Freight forwarder,Manufacturing,Increasing,Moderate,95587.04,Master’s Degree,4,8525,6826,24.23,29.52,Australia,52.61
Oncologist,Retail,Increasing,High,146269.06,Bachelor’s Degree,20,2381,5223,43.48,54.2,China,72.95
Chartered legal executive (England and Wales),Transportation,Decreasing,Moderate,118710.02,High School,4,2459,5150,19.27,5.52,USA,69.51
"Administrator, education",Entertainment,Decreasing,Moderate,129174.83,Associate Degree,17,7116,442,16.02,88.37,UK,45.51
"Psychologist, prison and probation services",Finance,Decreasing,High,57390.26,Associate Degree,6,4116,357,91.42,40.88,Germany,64.95
Water quality scientist,Entertainment,Decreasing,Moderate,113276.65,Associate Degree,17,4946,8153,51.29,99.59,India,53.39
TEFL teacher,IT,Increasing,High,67060.57,PhD,5,1630,1751,28.38,41.42,USA,61.72
"Engineer, manufacturing",Retail,Decreasing,High,69952.77,PhD,10,6455,7317,79.89,74.8,Canada,79.46
Accommodation manager,IT,Decreasing,High,59759.41,High School,14,620,6019,41.7,75.38,Canada,63.36
Legal executive,Healthcare,Decreasing,High,141929.88,High School,17,7761,6679,13.43,27.85,USA,71.11
Water quality scientist,Entertainment,Increasing,Moderate,138778.47,High School,13,212,8657,88.05,26.26,Brazil,52.53
Arts administrator,Healthcare,Increasing,High,93282.91,Associate Degree,3,5113,1329,6.66,62.11,USA,35.33
Mudlogger,IT,Decreasing,High,130506.85,Master’s Degree,0,492,1382,55.45,34.73,Australia,35.73
Community pharmacist,Manufacturing,Decreasing,High,32139.47,Master’s Degree,16,4856,3465,69.33,12.23,USA,69.62
Financial risk analyst,Education,Increasing,Low,61961.0,Associate Degree,2,2087,9186,73.34,29.89,Australia,27.61
Information systems manager,Entertainment,Increasing,Low,72258.01,Associate Degree,14,344,159,49.2,56.09,Brazil,33.1
Personnel officer,Entertainment,Increasing,Moderate,115334.12,Bachelor’s Degree,2,9753,1699,20.22,66.43,China,64.77
Architect,Manufacturing,Decreasing,Low,81008.46,High School,11,8074,1082,92.08,35.23,UK,47.85
General practice doctor,Manufacturing,Increasing,Low,119435.39,PhD,15,4077,8523,93.22,69.29,USA,34.64
Forest/woodland manager,Entertainment,Increasing,Moderate,37981.81,Associate Degree,13,4800,8042,89.63,91.16,Brazil,68.11
Interior and spatial designer,Manufacturing,Increasing,High,131340.74,Bachelor’s Degree,8,806,1877,32.29,72.4,Brazil,72.59
"Psychotherapist, child",IT,Increasing,Low,86667.72,Bachelor’s Degree,3,5332,9893,94.99,18.79,UK,20.31
"Teacher, adult education",Finance,Increasing,High,135973.49,Associate Degree,0,2873,9545,69.11,20.76,Brazil,59.11
Proofreader,Transportation,Increasing,High,100932.56,Associate Degree,2,8424,5696,60.82,85.87,Brazil,64.88
Psychiatric nurse,Finance,Increasing,Low,96711.21,PhD,15,4241,8933,80.67,20.87,UK,39.92
"Designer, jewellery",Healthcare,Decreasing,Low,56355.16,High School,9,5636,4911,46.74,87.07,UK,60.52
"Producer, television/film/video",Manufacturing,Increasing,High,40337.81,High School,20,7252,8995,17.44,20.28,Germany,54.87
Fish farm manager,Manufacturing,Increasing,Moderate,44961.4,PhD,16,9055,1793,23.76,13.78,USA,27.77
Advertising account planner,IT,Increasing,Moderate,114169.21,Associate Degree,6,6269,9323,42.9,74.8,USA,23.78
Gaffer,IT,Decreasing,Moderate,85356.16,Associate Degree,6,6169,6648,14.25,68.36,USA,52.69
Insurance claims handler,IT,Increasing,High,113034.04,High School,5,8097,9566,78.64,64.7,Australia,65.01
Curator,Retail,Decreasing,Low,31748.32,High School,3,3533,1164,49.71,80.63,Brazil,45.32
Company secretary,Finance,Increasing,Moderate,40347.78,High School,18,5849,389,21.24,0.43,India,24.56
Tax inspector,Entertainment,Increasing,Low,96707.6,Associate Degree,18,6280,3637,63.14,68.81,Brazil,79.82
Commissioning editor,Manufacturing,Decreasing,High,68359.79,Master’s Degree,6,8293,8068,47.79,49.13,Canada,75.27
Risk manager,Manufacturing,Decreasing,High,144138.29,PhD,6,4939,4851,72.58,86.27,Germany,45.82
English as a foreign language teacher,Finance,Decreasing,High,90821.97,Associate Degree,10,2054,4619,82.09,44.27,Germany,45.45
Trade union research officer,Manufacturing,Increasing,Moderate,32406.48,Bachelor’s Degree,11,9862,3392,59.11,48.69,Brazil,38.21
Sport and exercise psychologist,Retail,Decreasing,High,145042.32,Associate Degree,20,9775,3135,80.94,98.27,Germany,45.5
Surgeon,Education,Increasing,Low,148078.31,PhD,13,3066,1662,49.65,7.78,USA,35.67
Surgeon,Entertainment,Increasing,High,104884.21,Associate Degree,2,3378,2060,33.44,34.57,Canada,53.48
"Surveyor, planning and development",Education,Increasing,High,138014.53,High School,15,5108,6077,24.52,72.71,Canada,22.6
Learning disability nurse,Manufacturing,Increasing,Low,58120.47,High School,9,8542,4027,0.31,56.86,Germany,39.79
Retail merchandiser,Retail,Decreasing,High,111201.3,Associate Degree,16,2341,1598,91.48,84.13,Australia,70.44
Musician,Transportation,Decreasing,High,127738.71,Master’s Degree,4,2557,5899,42.71,66.1,Canada,43.69
Neurosurgeon,Manufacturing,Decreasing,High,40486.88,Bachelor’s Degree,7,6836,6075,15.87,24.43,USA,52.86
Osteopath,Healthcare,Decreasing,Moderate,137858.59,Bachelor’s Degree,20,3112,8461,39.26,90.49,India,30.44
Clinical biochemist,Entertainment,Decreasing,Low,96630.72,Master’s Degree,0,9023,9956,34.13,51.76,Canada,44.55
Biomedical scientist,Entertainment,Decreasing,Low,132918.34,Bachelor’s Degree,12,1225,8323,66.91,70.86,UK,45.46
Primary school teacher,Entertainment,Decreasing,Low,102601.59,Master’s Degree,18,5466,431,41.51,58.76,Brazil,54.86
Health promotion specialist,Education,Decreasing,High,115972.61,Master’s Degree,2,5608,2115,89.93,24.0,Australia,58.49
Toxicologist,Entertainment,Decreasing,Low,105450.92,Bachelor’s Degree,6,4874,7047,79.64,94.51,Germany,21.98
Tourist information centre manager,Education,Increasing,High,32988.01,Associate Degree,18,6619,5464,3.19,94.77,USA,25.3
Building control surveyor,Finance,Increasing,High,119695.79,Bachelor’s Degree,8,2948,7454,57.42,71.62,Germany,23.18
Mental health nurse,Entertainment,Increasing,High,105434.72,Associate Degree,7,4878,8322,23.37,3.35,UK,30.06
"Scientist, audiological",Finance,Decreasing,Low,84595.25,High School,13,8539,2749,20.73,23.64,Brazil,55.16
Sports development officer,Manufacturing,Increasing,High,107995.45,Bachelor’s Degree,9,7928,858,51.74,62.71,India,22.67
Warden/ranger,Manufacturing,Increasing,Moderate,89732.65,Bachelor’s Degree,2,7071,3024,99.47,41.44,USA,45.68
IT trainer,IT,Increasing,High,53530.42,Associate Degree,4,7012,9752,99.06,11.64,India,33.45
"Engineer, biomedical",Finance,Increasing,High,109921.46,Master’s Degree,15,3672,2174,83.82,33.33,UK,73.86
Nutritional therapist,Manufacturing,Decreasing,High,51639.91,Associate Degree,15,6826,6368,57.93,17.4,China,20.86
"Scientist, research (medical)",Finance,Increasing,Moderate,92972.5,High School,1,7494,460,63.76,85.15,Germany,65.8
Government social research officer,IT,Decreasing,Low,59506.04,Bachelor’s Degree,20,7435,9037,10.5,46.42,USA,76.56
"Engineer, site",Retail,Increasing,Low,116678.27,Bachelor’s Degree,14,8470,3176,56.75,44.74,India,55.93
"Development worker, community",Transportation,Increasing,Moderate,139813.96,PhD,3,595,139,37.8,14.02,UK,51.92
Theatre manager,Transportation,Decreasing,Moderate,126302.16,Associate Degree,10,9178,8004,57.65,76.18,Germany,29.49
Archaeologist,Healthcare,Increasing,Moderate,141676.83,PhD,1,3417,1918,47.23,94.44,UK,74.55
Counselling psychologist,IT,Increasing,High,33230.26,Associate Degree,4,7311,4046,89.73,59.15,USA,41.79
Armed forces operational officer,Education,Increasing,Moderate,110049.93,PhD,5,7627,8881,21.28,99.26,Brazil,46.46
"Geologist, engineering",Manufacturing,Increasing,Low,51682.62,Bachelor’s Degree,5,9332,4804,47.87,82.65,Australia,20.18
Records manager,Transportation,Increasing,Moderate,103093.79,PhD,10,1416,2068,44.45,34.64,China,64.87
Equality and diversity officer,Finance,Increasing,Moderate,144690.48,Associate Degree,8,3907,8143,80.44,84.12,Australia,53.2
Purchasing manager,Finance,Increasing,Moderate,32949.45,High School,12,7859,9315,82.49,67.07,India,31.04
Fashion designer,Transportation,Decreasing,Low,83176.73,Master’s Degree,6,4276,6009,73.36,18.98,UK,64.94
"Scientist, water quality",Entertainment,Increasing,Low,38012.84,High School,7,5677,2048,92.21,69.49,India,63.37
"Horticulturist, commercial",Manufacturing,Increasing,Low,91758.4,Master’s Degree,8,4247,2056,46.21,92.2,India,79.18
Product manager,Retail,Decreasing,High,111435.03,Master’s Degree,7,6548,1143,25.69,96.13,UK,34.82
Barrister's clerk,Education,Increasing,Moderate,77990.82,Associate Degree,16,7067,3951,76.78,45.2,India,42.69
"Nurse, mental health",Healthcare,Increasing,High,79425.76,High School,13,7094,9745,13.13,92.4,USA,59.25
Immigration officer,Finance,Decreasing,Low,52686.86,High School,6,9592,4883,33.6,58.98,India,79.85
"Psychologist, occupational",Transportation,Increasing,High,116878.02,High School,19,3060,5472,2.96,96.17,Australia,45.17
Production manager,Transportation,Increasing,High,118146.99,Associate Degree,20,7643,6830,51.72,58.04,Canada,49.99
Pharmacologist,Finance,Increasing,Moderate,72636.4,Associate Degree,9,705,8973,17.48,95.79,Australia,47.78
Furniture designer,Transportation,Decreasing,Low,68177.07,Bachelor’s Degree,14,3100,7980,15.53,12.55,Canada,36.83
Operations geologist,Retail,Decreasing,Moderate,94984.1,High School,0,2633,7376,83.11,40.17,UK,58.9
Marine scientist,Entertainment,Decreasing,Moderate,95845.01,PhD,5,9133,7193,32.06,48.16,Germany,65.01
Lawyer,Finance,Decreasing,High,137808.93,Bachelor’s Degree,5,7939,1154,19.73,5.44,Brazil,32.35
Hydrologist,Healthcare,Decreasing,Low,45455.72,Bachelor’s Degree,7,4541,1694,80.7,99.54,Brazil,21.58
Logistics and distribution manager,Healthcare,Decreasing,Low,147692.11,High School,15,7227,1394,82.39,38.72,China,56.43
Art gallery manager,Manufacturing,Decreasing,Low,83032.78,Associate Degree,0,1761,3002,10.63,99.47,Australia,52.72
Accounting technician,Retail,Decreasing,Low,71644.55,Master’s Degree,8,5490,7186,14.43,99.07,USA,70.69
Tourism officer,Healthcare,Increasing,High,85617.04,Master’s Degree,18,7207,6235,39.02,25.71,UK,28.21
Television production assistant,Education,Increasing,Low,137999.46,High School,7,1270,4403,16.64,56.4,Canada,37.16
Financial manager,Retail,Increasing,High,98026.21,High School,3,5687,458,12.99,91.09,Australia,72.38
"Designer, fashion/clothing",Transportation,Increasing,High,78094.52,Associate Degree,2,9948,5887,41.23,95.2,India,22.54
IT trainer,Education,Decreasing,Moderate,125898.83,High School,6,8730,9642,10.39,79.9,UK,56.29
Systems developer,Retail,Decreasing,High,138596.75,Bachelor’s Degree,3,6802,3798,0.34,73.57,USA,68.29
"Scientist, water quality",Education,Increasing,Low,117109.92,Master’s Degree,18,873,1503,89.77,34.52,India,36.97
Production engineer,Healthcare,Decreasing,Low,81353.8,PhD,0,7506,7177,11.87,91.66,Australia,32.77
Geographical information systems officer,Manufacturing,Increasing,High,75935.28,Master’s Degree,5,3417,6335,97.29,99.93,Germany,69.84
Television floor manager,Manufacturing,Increasing,Moderate,120166.07,PhD,16,8780,4955,9.06,10.09,Germany,61.81
"Engineer, electrical",Manufacturing,Decreasing,High,56444.2,Master’s Degree,10,7520,3207,88.57,11.2,China,37.69
Operational researcher,Entertainment,Decreasing,High,141463.45,Associate Degree,3,7027,7419,35.82,36.15,China,31.75
Mechanical engineer,Retail,Increasing,Moderate,38656.02,PhD,9,9940,146,25.97,80.31,Germany,62.11
Quantity surveyor,Manufacturing,Decreasing,Moderate,111729.08,Master’s Degree,11,2620,8764,90.25,85.46,Australia,51.91
Osteopath,Education,Increasing,High,112147.98,Master’s Degree,20,2756,550,25.28,88.38,Canada,28.07
Optometrist,IT,Increasing,High,147216.64,Bachelor’s Degree,2,8097,7960,77.6,73.79,USA,35.5
Community arts worker,Healthcare,Increasing,High,90282.13,Master’s Degree,9,3519,6862,19.11,82.99,UK,77.31
Ergonomist,Healthcare,Decreasing,High,40372.55,Master’s Degree,20,2622,7904,24.8,4.36,Australia,34.04
"Teacher, music",Retail,Increasing,Moderate,147390.62,Bachelor’s Degree,6,1557,6217,29.91,33.04,UK,74.7
Teaching laboratory technician,Manufacturing,Decreasing,Low,47980.87,Master’s Degree,15,182,2651,59.24,86.44,India,59.93
Herpetologist,Finance,Increasing,High,127392.63,PhD,5,6292,4532,25.4,36.12,UK,67.78
Furniture designer,Transportation,Decreasing,High,127167.65,Bachelor’s Degree,20,6459,2799,73.79,37.93,Germany,46.29
Contractor,IT,Decreasing,Low,133654.02,High School,8,3792,3970,43.28,21.53,India,48.79
"Therapist, horticultural",Education,Decreasing,Moderate,103144.57,Bachelor’s Degree,1,9744,9252,3.75,46.59,Australia,59.54
Recruitment consultant,Entertainment,Increasing,Low,116701.6,Associate Degree,2,7700,8670,56.87,95.96,Australia,25.76
Museum/gallery conservator,Transportation,Increasing,Low,43956.69,Master’s Degree,7,9670,264,70.75,50.19,Australia,30.88
"Therapist, sports",Finance,Increasing,Low,81627.84,Associate Degree,0,7751,1219,35.81,35.59,Brazil,60.83
"Lecturer, higher education",Manufacturing,Increasing,High,146715.84,High School,17,3854,3594,91.79,63.52,Australia,43.18
Associate Professor,Education,Decreasing,Low,56032.0,Master’s Degree,6,953,9806,7.92,49.58,Germany,56.36
Museum/gallery exhibitions officer,Entertainment,Decreasing,Moderate,58069.07,Master’s Degree,1,5384,8975,48.42,15.42,Australia,60.08
Water engineer,Transportation,Increasing,Moderate,79594.75,PhD,1,8296,7238,96.72,81.91,Canada,75.16
Dramatherapist,Retail,Decreasing,High,97854.04,Master’s Degree,2,6817,8716,56.28,97.5,Germany,52.17
Animator,IT,Increasing,Low,48354.68,High School,1,6949,3944,66.31,24.28,Canada,61.44
Music therapist,IT,Increasing,Low,140773.78,PhD,19,8219,3409,78.05,95.72,Brazil,21.82
"Scientist, forensic",Healthcare,Increasing,Moderate,116454.9,Associate Degree,18,8066,1709,65.73,86.23,Australia,63.78
"Teacher, music",Retail,Increasing,High,40648.37,PhD,16,9919,2938,2.87,98.24,Brazil,33.53
Electrical engineer,Finance,Increasing,High,48069.47,Master’s Degree,7,1057,3432,53.53,70.49,USA,71.48
Control and instrumentation engineer,Finance,Decreasing,Moderate,107004.18,High School,8,8827,5341,81.45,18.58,Brazil,20.13
Medical laboratory scientific officer,Transportation,Decreasing,High,39259.12,Associate Degree,9,7331,248,49.26,96.8,Brazil,72.99
Police officer,Education,Decreasing,Moderate,122127.2,Master’s Degree,17,817,1140,60.97,27.47,India,31.09
Product/process development scientist,Manufacturing,Decreasing,High,125055.45,Associate Degree,9,4408,2688,54.84,11.83,Australia,27.86
Acupuncturist,Finance,Decreasing,High,100983.66,Master’s Degree,0,5786,4806,90.09,20.33,India,49.4
Press sub,Manufacturing,Increasing,Moderate,132810.14,Associate Degree,13,4549,2415,79.62,9.29,Germany,38.99
Volunteer coordinator,Transportation,Decreasing,Low,129479.0,Associate Degree,17,7008,939,88.58,85.16,Brazil,62.3
"Engineer, maintenance (IT)",Manufacturing,Decreasing,Moderate,63856.45,Bachelor’s Degree,13,7154,4374,15.09,9.34,Canada,54.82
"Librarian, public",Education,Decreasing,High,130757.58,Associate Degree,17,7731,5767,34.97,25.02,Australia,78.14
"Teacher, special educational needs",Transportation,Increasing,Moderate,71239.67,PhD,3,9013,7735,62.42,20.76,USA,58.96
Marine scientist,Healthcare,Increasing,Low,80989.19,Bachelor’s Degree,0,9635,4444,88.44,87.35,USA,29.57
Advertising copywriter,Entertainment,Decreasing,Moderate,106578.28,Master’s Degree,7,4469,6747,47.28,74.51,China,74.98
"Research officer, government",Finance,Decreasing,Moderate,42865.31,PhD,10,6941,8861,61.62,35.91,Australia,26.98
Toxicologist,Retail,Decreasing,High,49811.21,Bachelor’s Degree,4,2537,5757,74.94,93.13,USA,41.7
Advice worker,Healthcare,Increasing,Low,86227.77,PhD,1,9731,1498,63.17,52.41,China,30.19
Sports coach,Education,Increasing,Low,41777.76,High School,20,2726,2820,8.91,93.89,UK,37.37
"Conservation officer, nature",Healthcare,Increasing,High,89367.87,High School,1,1300,3824,24.32,1.21,Australia,34.59
Educational psychologist,Education,Decreasing,Low,51310.31,High School,5,3108,9275,83.49,49.27,USA,35.95
Veterinary surgeon,Finance,Decreasing,High,113619.68,PhD,19,5822,192,6.41,26.36,India,32.68
Soil scientist,Education,Decreasing,High,31091.55,PhD,12,638,4613,89.04,17.65,Canada,49.9
Research scientist (life sciences),Retail,Increasing,Moderate,117653.34,Bachelor’s Degree,12,9708,2738,30.81,75.56,Germany,24.34
Food technologist,Transportation,Increasing,High,128041.29,Associate Degree,19,9139,4001,23.16,17.26,USA,37.33
"Chemist, analytical",Finance,Decreasing,Low,34237.03,High School,8,5876,5370,76.83,62.99,Canada,73.56
Ergonomist,Entertainment,Decreasing,High,148895.77,High School,17,560,1105,4.35,36.29,Canada,53.39
Passenger transport manager,Education,Decreasing,Moderate,120993.48,PhD,18,7511,6195,78.59,82.6,Brazil,31.86
Personnel officer,Manufacturing,Increasing,High,105128.06,Master’s Degree,1,8483,4463,53.34,7.22,Canada,22.03
Higher education lecturer,Manufacturing,Increasing,High,46106.11,Associate Degree,15,3440,9863,73.59,56.5,India,69.46
Social worker,Retail,Decreasing,Low,74779.41,High School,5,8709,9607,78.77,90.34,China,44.18
Site engineer,IT,Decreasing,Low,107755.43,PhD,1,7249,3815,2.63,11.2,Brazil,61.24
"Buyer, retail",IT,Decreasing,High,90776.09,Associate Degree,11,6092,2145,99.93,15.93,Brazil,63.01
IT consultant,Retail,Decreasing,Moderate,135482.88,Master’s Degree,18,2936,8554,28.12,27.35,China,25.88
Nutritional therapist,IT,Increasing,Low,144379.14,Bachelor’s Degree,16,5296,9169,92.59,24.53,USA,32.78
Homeopath,Finance,Increasing,Low,64919.14,Associate Degree,19,2909,6957,44.41,13.09,Australia,61.82
Event organiser,Education,Decreasing,Moderate,112126.04,PhD,20,508,1555,57.06,88.1,Germany,43.15
"Engineer, automotive",Entertainment,Increasing,High,149714.15,Associate Degree,17,7670,6794,40.75,38.41,China,35.02
"Scientist, forensic",Retail,Increasing,Low,57167.72,Associate Degree,19,3026,5204,86.22,32.05,UK,78.09
Health and safety adviser,Transportation,Decreasing,Moderate,144282.91,Master’s Degree,9,419,2926,8.95,33.99,Canada,74.78
Waste management officer,Manufacturing,Increasing,High,30503.77,Bachelor’s Degree,16,9726,927,19.69,35.53,China,66.16
Psychiatrist,Entertainment,Increasing,Moderate,140096.83,High School,18,6943,3386,56.55,56.36,Australia,69.51
Chief Technology Officer,Healthcare,Decreasing,High,92585.51,Bachelor’s Degree,17,7265,1648,37.33,52.14,Germany,31.86
Immunologist,Retail,Increasing,High,139230.85,PhD,11,1637,6370,96.32,56.27,USA,23.84
Financial planner,Education,Increasing,Moderate,80359.4,High School,1,8243,536,31.75,95.57,Germany,59.78
"Research officer, trade union",Healthcare,Decreasing,Low,142131.33,Bachelor’s Degree,3,4307,2994,10.98,85.93,India,42.2
Exercise physiologist,Healthcare,Increasing,Low,126506.82,Master’s Degree,8,1559,388,58.89,57.27,India,58.63
"Administrator, sports",Finance,Decreasing,Moderate,77948.71,Bachelor’s Degree,8,9495,9276,56.64,27.61,China,46.02
Records manager,Healthcare,Decreasing,High,95817.07,High School,17,9789,5461,38.83,43.4,Brazil,74.03
Control and instrumentation engineer,IT,Decreasing,Moderate,138153.71,Master’s Degree,4,5576,2534,28.09,28.24,Canada,26.36
Associate Professor,Entertainment,Decreasing,Low,39589.58,PhD,4,5913,8923,43.23,45.99,Australia,28.44
"Horticulturist, commercial",Transportation,Increasing,Low,87352.05,Master’s Degree,16,7554,5638,51.69,14.86,China,21.6
Information officer,Manufacturing,Decreasing,Low,127089.87,Master’s Degree,19,7189,314,38.36,18.54,China,32.16
Psychotherapist,Finance,Decreasing,Moderate,77067.46,Bachelor’s Degree,20,611,9737,75.55,15.24,Brazil,70.32
Materials engineer,IT,Increasing,Moderate,49052.77,Master’s Degree,0,3991,6884,85.53,51.58,UK,55.08
Sub,Education,Decreasing,Low,105480.15,Associate Degree,14,2324,1585,49.81,40.04,Australia,28.7
Architect,Retail,Decreasing,Moderate,57097.92,Master’s Degree,2,3305,9805,26.59,81.93,UK,53.27
"Scientist, audiological",Manufacturing,Increasing,Moderate,108909.58,High School,2,1093,6684,47.95,66.41,Brazil,22.55
English as a foreign language teacher,IT,Increasing,Moderate,71013.4,PhD,17,2916,5903,70.73,39.7,UK,51.08
Product designer,IT,Increasing,Moderate,137530.24,Master’s Degree,10,4336,7983,52.11,58.12,China,29.78
Arts administrator,Transportation,Decreasing,Low,96323.06,Bachelor’s Degree,11,6327,9470,57.12,48.73,China,58.03
"Surveyor, building",Education,Decreasing,Moderate,107730.03,High School,6,6867,4124,50.71,15.51,China,26.9
"Therapist, art",Transportation,Decreasing,Low,62376.64,High School,10,4022,9005,10.53,0.44,Canada,61.81
Personnel officer,Education,Increasing,Moderate,101307.64,PhD,3,1247,3829,61.43,39.79,India,67.35
Commercial horticulturist,Entertainment,Increasing,Moderate,65682.04,Master’s Degree,0,7488,7650,13.54,17.49,Brazil,46.84
Television floor manager,Healthcare,Decreasing,High,95468.67,Master’s Degree,8,300,364,2.11,57.8,Brazil,62.64
Equities trader,Education,Decreasing,Low,110472.39,Bachelor’s Degree,17,4964,2416,87.01,42.84,USA,69.61
Cartographer,Entertainment,Increasing,Moderate,51054.21,Associate Degree,5,3918,4003,45.25,28.96,Australia,69.87
Barrister,Education,Increasing,High,32238.6,Associate Degree,20,6060,5726,45.88,39.73,UK,63.3
Radio broadcast assistant,Retail,Decreasing,Moderate,139531.35,Bachelor’s Degree,15,6713,8819,59.24,49.08,Australia,27.84
Professor Emeritus,Transportation,Increasing,Low,35755.03,Master’s Degree,13,9690,103,49.38,19.78,Australia,31.48
Health visitor,Manufacturing,Increasing,High,106914.52,High School,6,2034,3096,42.08,56.0,Germany,57.44
"Engineer, maintenance",Education,Decreasing,High,54237.45,Associate Degree,10,4888,6190,73.14,57.17,Australia,76.77
Financial risk analyst,Healthcare,Decreasing,Moderate,61477.7,Associate Degree,16,4396,9824,93.61,52.19,USA,55.96
"Loss adjuster, chartered",Entertainment,Decreasing,High,52807.1,PhD,7,210,6442,21.14,31.31,Germany,47.02
Diplomatic Services operational officer,IT,Increasing,Low,136783.37,High School,4,5680,2059,24.34,61.68,China,24.6
Ship broker,Manufacturing,Increasing,High,40344.16,Associate Degree,16,6143,2300,18.63,14.55,Brazil,64.46
Office manager,Entertainment,Increasing,Moderate,93581.81,Associate Degree,3,1268,7427,77.36,60.66,USA,63.75
Glass blower/designer,Education,Increasing,High,144263.55,Master’s Degree,12,8699,9188,54.59,42.41,Brazil,26.63
Commercial horticulturist,Retail,Decreasing,Low,67503.27,Bachelor’s Degree,20,7369,5088,21.94,50.4,Germany,79.13
Health and safety inspector,Retail,Increasing,Low,145117.07,High School,15,3438,5796,34.25,92.66,Canada,30.31
Public relations officer,Entertainment,Increasing,Low,113058.52,Associate Degree,14,8707,4888,34.57,4.97,Brazil,63.06
Fish farm manager,Finance,Decreasing,Moderate,108459.15,PhD,2,608,495,10.42,93.03,India,68.64
"Clinical scientist, histocompatibility and immunogenetics",Education,Decreasing,High,113883.04,Associate Degree,0,8888,2872,1.43,29.7,Germany,29.53
Logistics and distribution manager,Manufacturing,Decreasing,High,142619.06,Master’s Degree,8,5699,1153,3.94,69.19,Canada,25.15
Product designer,Retail,Increasing,High,146866.07,Master’s Degree,10,5071,5822,46.61,79.67,Australia,75.67
Quality manager,Healthcare,Decreasing,High,96457.74,Master’s Degree,12,9720,9721,38.36,67.98,China,37.12
"Geneticist, molecular",Entertainment,Increasing,Low,121544.08,High School,1,7861,4830,63.3,35.23,USA,66.73
Fish farm manager,Transportation,Increasing,Moderate,108891.19,PhD,8,1680,7966,82.08,71.61,Brazil,72.46
Training and development officer,Entertainment,Decreasing,Moderate,68546.8,Bachelor’s Degree,10,7276,2912,50.51,56.14,Brazil,36.28
Warehouse manager,Education,Increasing,High,103068.72,PhD,19,6588,5278,53.59,9.91,USA,47.07
Podiatrist,Finance,Increasing,Moderate,34918.37,PhD,11,2814,4301,50.48,74.04,Brazil,21.62
"Producer, television/film/video",Entertainment,Increasing,High,41289.84,High School,20,1598,1708,61.83,4.0,India,71.71
Art therapist,Transportation,Decreasing,Low,44940.93,PhD,0,3514,192,93.31,8.12,Germany,39.07
Web designer,Finance,Increasing,High,99630.72,Bachelor’s Degree,14,6799,7771,70.78,33.85,China,74.31
"Scientist, research (life sciences)",Education,Increasing,High,137119.46,PhD,11,4964,6237,19.38,82.84,Australia,79.39
Water engineer,Retail,Increasing,Moderate,104790.02,Master’s Degree,9,4554,6451,80.32,66.69,Germany,44.94
Corporate investment banker,IT,Increasing,Moderate,136711.54,PhD,8,116,9860,75.78,4.93,China,79.09
Hydrologist,Entertainment,Decreasing,Low,59384.53,Bachelor’s Degree,14,6166,7259,78.97,31.13,Germany,47.04
Psychotherapist,Transportation,Decreasing,High,53160.98,Master’s Degree,15,3998,5961,39.96,48.02,Brazil,27.17
Horticultural therapist,Education,Decreasing,Low,121994.77,Associate Degree,12,1974,7040,88.29,63.07,Canada,23.6
Jewellery designer,Entertainment,Decreasing,High,58729.17,Associate Degree,7,3238,4693,33.54,60.66,UK,20.76
Optometrist,Manufacturing,Increasing,Moderate,86463.89,High School,19,3869,9895,9.87,73.52,USA,24.85
Print production planner,Education,Increasing,Low,140161.84,Associate Degree,17,4279,7413,10.03,83.32,Australia,23.26
"Scientist, clinical (histocompatibility and immunogenetics)",Transportation,Increasing,Moderate,111151.69,Bachelor’s Degree,8,5116,6640,91.96,88.9,Brazil,35.84
Dealer,Healthcare,Increasing,Low,76123.66,Bachelor’s Degree,10,1255,9467,2.61,32.83,UK,55.48
Architect,Healthcare,Decreasing,High,79919.08,Master’s Degree,4,9811,7358,66.47,26.08,China,48.34
Trading standards officer,Manufacturing,Increasing,High,35699.39,PhD,15,8358,5517,24.31,91.22,USA,20.49
Patent attorney,IT,Increasing,Low,50827.14,Associate Degree,10,8398,6254,51.07,39.84,China,73.13
"Scientist, research (life sciences)",Healthcare,Decreasing,High,149226.72,PhD,2,9125,7097,76.34,28.44,Canada,56.06
"Psychologist, clinical",Finance,Decreasing,Moderate,113266.14,Bachelor’s Degree,16,827,157,22.21,36.33,Brazil,75.05
Chief Strategy Officer,Finance,Decreasing,Moderate,121014.75,Master’s Degree,20,8550,6054,82.84,69.6,Brazil,58.84
Magazine features editor,Entertainment,Increasing,Moderate,88571.71,High School,19,3454,1245,16.3,91.39,India,47.67
"Accountant, chartered certified",Entertainment,Increasing,High,135397.82,PhD,3,6486,9616,39.27,81.4,UK,48.78
Toxicologist,Transportation,Decreasing,Moderate,83109.0,Bachelor’s Degree,17,8611,6517,18.67,24.32,Australia,77.13
Trade union research officer,Transportation,Increasing,Moderate,33699.04,Master’s Degree,18,6973,7823,74.44,99.19,India,57.22
"Psychologist, counselling",Entertainment,Increasing,Low,69323.5,Bachelor’s Degree,17,1240,5787,18.54,94.01,Australia,73.61
"Engineer, materials",Transportation,Increasing,Low,78385.65,Associate Degree,3,6198,9421,1.41,54.72,Canada,42.02
"Chemist, analytical",IT,Decreasing,Low,146511.26,PhD,5,7440,1068,43.81,49.75,UK,51.46
"Conservator, museum/gallery",Entertainment,Decreasing,Low,81861.82,PhD,2,3728,9821,27.89,49.64,Brazil,24.51
Set designer,Transportation,Decreasing,Low,63585.08,PhD,5,6886,1317,1.62,5.38,Canada,42.57
"Engineer, chemical",Healthcare,Increasing,Moderate,67353.99,Bachelor’s Degree,8,6032,4258,16.27,15.24,UK,46.32
Customer service manager,Transportation,Increasing,Moderate,117144.03,High School,13,3229,7398,84.58,77.76,India,73.24
"Chemist, analytical",Education,Increasing,High,77256.15,Bachelor’s Degree,10,209,6218,47.13,43.83,China,60.45
Architect,Finance,Decreasing,Low,80575.58,Associate Degree,13,9526,8729,52.62,30.28,Canada,50.05
Radiation protection practitioner,IT,Increasing,High,74302.77,Master’s Degree,7,5831,6565,35.15,68.86,UK,48.03
"Engineer, site",Finance,Decreasing,Low,86679.14,Master’s Degree,11,7038,8622,56.8,72.0,Canada,23.99
Structural engineer,Manufacturing,Increasing,Low,58195.76,Bachelor’s Degree,15,4154,4402,97.35,87.22,USA,73.72
"Producer, radio",Healthcare,Decreasing,High,43458.86,Master’s Degree,0,1681,4349,19.99,0.15,USA,26.6
"Engineer, drilling",Education,Decreasing,High,98865.54,High School,8,8894,1928,49.16,77.47,Brazil,70.7
"Journalist, newspaper",IT,Decreasing,Moderate,130364.08,High School,8,3396,5270,27.0,2.62,Australia,61.93
Radio broadcast assistant,Healthcare,Increasing,Moderate,78176.22,Associate Degree,5,8747,7300,55.92,15.67,China,77.56
"Teacher, special educational needs",Transportation,Increasing,High,91299.22,Master’s Degree,15,3795,389,61.12,6.12,China,38.82
"Teacher, primary school",Entertainment,Increasing,High,122637.17,High School,1,4825,9374,70.71,46.39,Australia,58.51
Hospital doctor,Manufacturing,Increasing,Low,55199.74,High School,4,357,7410,44.3,75.76,Germany,37.69
Visual merchandiser,Healthcare,Increasing,Moderate,107339.69,Bachelor’s Degree,11,3700,6808,42.8,47.02,Australia,70.63
"Scientist, audiological",Education,Decreasing,Low,80191.0,Associate Degree,19,6875,8355,61.68,38.78,China,79.8
"Designer, graphic",Manufacturing,Decreasing,Low,112674.3,Master’s Degree,16,1243,7049,59.16,23.31,USA,24.22
"Merchandiser, retail",Entertainment,Increasing,High,105735.14,High School,13,949,747,16.66,94.3,Germany,46.2
Financial adviser,Entertainment,Increasing,High,132317.59,Associate Degree,3,3196,1308,85.41,56.07,UK,50.94
Electrical engineer,Manufacturing,Increasing,High,51065.05,High School,20,8642,3900,90.82,11.07,India,38.88
Administrator,Manufacturing,Increasing,Moderate,40343.39,High School,18,2020,6180,30.41,28.84,India,44.08
Historic buildings inspector/conservation officer,IT,Increasing,High,134654.24,High School,7,5336,4009,79.34,6.33,India,77.38
Human resources officer,Entertainment,Increasing,Low,127905.17,PhD,13,8328,5922,2.24,61.23,USA,24.62
Land,Transportation,Increasing,Moderate,146055.96,High School,11,8815,3551,65.52,11.01,China,42.46
Dispensing optician,Healthcare,Increasing,Moderate,42861.91,High School,0,7316,1658,12.64,27.35,Brazil,24.19
Curator,Entertainment,Increasing,Moderate,36586.93,Bachelor’s Degree,3,2172,6467,65.97,64.15,Germany,40.91
Animator,Healthcare,Decreasing,High,64238.76,Master’s Degree,17,2174,4513,45.08,90.79,China,64.17
Sports coach,Retail,Decreasing,Moderate,59175.22,High School,18,6860,7290,59.36,68.25,Australia,68.41
Medical laboratory scientific officer,Healthcare,Decreasing,Moderate,42323.29,High School,11,262,6300,32.89,38.16,Australia,52.68
Manufacturing systems engineer,Finance,Increasing,Moderate,78297.81,Bachelor’s Degree,5,2395,7154,38.37,26.04,USA,21.91
Sports therapist,Retail,Decreasing,Moderate,104814.06,Master’s Degree,10,6542,3252,99.05,93.12,Brazil,27.92
Animal technologist,IT,Increasing,High,136276.93,Bachelor’s Degree,18,4137,3261,22.71,90.65,Canada,58.1
"Teacher, adult education",Manufacturing,Decreasing,Moderate,63137.49,High School,13,997,5313,97.98,10.34,China,74.52
Counselling psychologist,Manufacturing,Increasing,Moderate,100408.0,PhD,15,7454,7585,54.69,8.33,Australia,59.05
Best boy,Finance,Increasing,Low,36962.0,Associate Degree,3,1440,6940,47.64,36.39,Canada,42.76
Camera operator,Retail,Decreasing,Moderate,69719.0,Associate Degree,14,9756,2103,48.06,53.68,Australia,41.55
Secretary/administrator,Finance,Increasing,Moderate,34230.89,High School,11,3259,3818,28.41,47.83,Australia,44.52
Prison officer,Education,Increasing,High,32863.39,Associate Degree,8,2526,6609,13.13,54.86,India,20.65
Clothing/textile technologist,Transportation,Increasing,High,94484.37,Bachelor’s Degree,19,762,6824,21.09,59.71,USA,27.15
Freight forwarder,Transportation,Decreasing,Moderate,90416.03,Master’s Degree,5,9828,1172,39.33,17.58,Australia,20.8
Chartered management accountant,Healthcare,Decreasing,Moderate,101132.45,Bachelor’s Degree,9,5642,6425,89.28,14.94,Australia,30.67
Graphic designer,Manufacturing,Decreasing,High,76550.97,Bachelor’s Degree,4,1058,5628,11.23,76.71,India,37.63
Visual merchandiser,Manufacturing,Decreasing,High,64538.61,Associate Degree,7,5795,8079,40.83,5.49,USA,47.1
Herpetologist,Finance,Increasing,High,53963.45,PhD,0,3409,8988,55.43,1.59,Canada,68.64
Rural practice surveyor,IT,Decreasing,Moderate,111275.3,Bachelor’s Degree,3,2003,6879,18.3,20.5,Canada,75.65
Tax adviser,Education,Decreasing,High,111642.12,Master’s Degree,18,429,4232,13.12,51.56,China,79.47
"Solicitor, Scotland",Education,Increasing,High,32719.05,Associate Degree,1,3414,546,40.2,54.67,UK,23.01
Industrial/product designer,Transportation,Increasing,Low,64841.12,Master’s Degree,16,5826,3330,3.6,97.29,Canada,39.5
Barrister,Entertainment,Decreasing,High,51976.42,Master’s Degree,8,2651,6831,43.56,44.71,Canada,60.78
"Research officer, trade union",Healthcare,Increasing,Moderate,128672.08,Master’s Degree,2,7297,1357,46.13,76.59,Germany,55.02
Early years teacher,Transportation,Increasing,High,42827.1,Bachelor’s Degree,4,8895,9534,85.43,66.29,Canada,28.23
Education administrator,Finance,Decreasing,Low,135182.56,PhD,12,5122,486,23.06,47.2,India,26.25
Consulting civil engineer,Manufacturing,Increasing,Moderate,147519.15,Bachelor’s Degree,17,6818,2854,99.74,60.12,UK,76.67
Immunologist,Retail,Decreasing,Moderate,129990.06,Bachelor’s Degree,1,7611,1207,63.92,80.79,China,33.36
"Engineer, electronics",Healthcare,Decreasing,Moderate,83857.98,PhD,20,7739,1588,31.35,94.01,Brazil,50.5
"Designer, industrial/product",Healthcare,Increasing,Low,108030.13,Master’s Degree,0,457,1708,67.31,0.79,Germany,41.96
Sales promotion account executive,Finance,Increasing,Moderate,111902.79,Associate Degree,1,4608,378,86.5,32.86,UK,61.72
Mining engineer,IT,Decreasing,High,40650.59,PhD,13,1104,6284,8.22,58.76,UK,28.98
Architectural technologist,Transportation,Increasing,Moderate,101846.45,Master’s Degree,1,3137,4044,4.44,28.2,Germany,64.25
Industrial buyer,Finance,Increasing,Moderate,52217.98,High School,8,6447,6513,50.69,26.31,China,34.44
Field trials officer,Healthcare,Decreasing,Low,34745.79,High School,15,341,3405,34.78,6.21,India,36.11
Information officer,Education,Increasing,Moderate,131034.3,Bachelor’s Degree,0,2772,4223,77.57,7.09,Australia,31.68
"Surveyor, insurance",IT,Decreasing,High,140838.38,PhD,2,2717,2805,6.88,2.89,Australia,45.49
Tourist information centre manager,Retail,Decreasing,Low,134075.62,Master’s Degree,1,1481,8785,12.61,66.31,USA,21.87
"Designer, textile",Entertainment,Increasing,High,44466.7,High School,6,7925,7969,56.53,50.12,Canada,41.59
"Research officer, government",Manufacturing,Decreasing,Moderate,45089.8,PhD,11,9066,2634,82.69,21.19,UK,48.56
Heritage manager,IT,Decreasing,Low,95300.66,High School,9,130,895,28.87,49.33,India,25.69
Mining engineer,Healthcare,Increasing,Moderate,108068.37,High School,13,9227,7749,19.71,81.34,Canada,49.1
Animal nutritionist,Healthcare,Decreasing,Moderate,41058.14,Bachelor’s Degree,9,3764,6993,41.78,3.59,Canada,61.4
Mechanical engineer,Retail,Decreasing,High,145227.47,PhD,3,2748,1326,55.87,28.5,Germany,38.99
Occupational hygienist,Healthcare,Decreasing,Low,76663.45,Bachelor’s Degree,8,4843,8647,38.53,59.49,Brazil,64.16
Human resources officer,Entertainment,Increasing,Moderate,55312.58,Bachelor’s Degree,1,3055,3437,41.32,16.53,India,76.21
Plant breeder/geneticist,Transportation,Decreasing,Low,116803.78,High School,20,930,3040,9.76,57.99,UK,40.89
Amenity horticulturist,Transportation,Decreasing,High,87289.42,High School,8,5760,8813,63.86,52.87,Australia,30.36
Energy manager,Manufacturing,Increasing,Moderate,127999.27,PhD,9,8621,2228,35.54,48.96,Brazil,20.58
Broadcast journalist,Healthcare,Decreasing,Low,74843.02,PhD,7,6549,6741,22.31,97.78,India,50.64
Herbalist,Education,Increasing,Low,132084.47,Bachelor’s Degree,20,1384,8829,69.43,54.94,Germany,46.38
Financial risk analyst,Transportation,Increasing,High,114334.35,Associate Degree,18,6086,6054,53.6,35.14,USA,58.66
Phytotherapist,IT,Decreasing,Moderate,110532.77,Bachelor’s Degree,2,3268,2854,33.25,33.2,Germany,45.7
Sales promotion account executive,Entertainment,Increasing,High,55224.27,Associate Degree,0,6561,6103,50.85,29.84,Canada,58.28
"Engineer, agricultural",IT,Decreasing,Low,115126.35,High School,16,5863,2137,5.3,29.68,India,61.12
Writer,Retail,Increasing,Low,62467.31,Associate Degree,18,5097,4875,10.78,67.79,Canada,34.46
Broadcast presenter,Manufacturing,Decreasing,High,63307.55,PhD,13,7232,4124,54.47,83.95,Brazil,47.03
Corporate treasurer,Entertainment,Decreasing,High,41798.04,Master’s Degree,8,4589,3034,40.43,13.01,Brazil,35.93
Tour manager,Entertainment,Decreasing,Low,119025.7,PhD,1,6317,8022,59.05,73.1,Germany,54.48
"Psychologist, sport and exercise",Transportation,Increasing,High,31527.56,Associate Degree,20,6971,1922,11.95,76.14,Germany,79.19
Metallurgist,Education,Decreasing,High,85008.91,Bachelor’s Degree,1,9347,9740,55.57,78.32,Brazil,42.82
Site engineer,Education,Increasing,Moderate,114467.76,Bachelor’s Degree,17,1172,5308,50.09,49.89,UK,42.88
Freight forwarder,Entertainment,Increasing,High,117006.55,Master’s Degree,2,8153,3774,74.57,72.35,India,44.8
Dispensing optician,Transportation,Decreasing,Moderate,127187.93,High School,19,4414,2737,77.53,98.07,Germany,65.62
Exercise physiologist,Transportation,Increasing,High,71998.89,Master’s Degree,9,9364,4513,24.61,57.86,India,71.84
Armed forces training and education officer,Healthcare,Increasing,Low,145007.44,Associate Degree,8,1216,694,52.82,74.7,USA,22.21
Teaching laboratory technician,Education,Decreasing,Low,115205.87,Bachelor’s Degree,8,7655,4461,79.75,24.83,Australia,21.49
Radio producer,Transportation,Decreasing,Low,58135.24,Associate Degree,6,7198,9449,97.13,74.78,Germany,65.26
Product manager,Finance,Increasing,High,57426.19,PhD,16,6534,8111,25.9,83.52,Brazil,66.35
Regulatory affairs officer,Entertainment,Increasing,Low,113212.53,PhD,18,9433,648,22.2,50.47,Australia,55.39
"Engineer, maintenance",Healthcare,Increasing,High,66819.71,PhD,4,3650,4853,46.81,27.38,Australia,36.98
Educational psychologist,Retail,Increasing,Low,126072.58,Master’s Degree,14,3625,3107,61.39,37.27,China,34.56
Artist,Education,Increasing,High,66005.61,PhD,15,787,7421,43.64,58.61,UK,68.54
"Runner, broadcasting/film/video",Manufacturing,Decreasing,High,102372.31,High School,7,1231,5266,92.41,63.23,India,57.5
Banker,Finance,Decreasing,Moderate,103041.25,PhD,1,5352,6066,51.76,1.1,Germany,45.39
"Engineer, production",IT,Decreasing,Moderate,73873.09,Master’s Degree,19,8549,2428,21.58,84.84,Australia,34.46
Advertising account planner,Education,Increasing,Low,40775.99,Bachelor’s Degree,5,8452,4215,54.12,54.97,UK,56.14
Sales executive,Healthcare,Decreasing,Low,73100.61,Associate Degree,17,5039,978,82.42,83.4,Canada,60.31
"Librarian, public",Finance,Decreasing,Low,77833.32,Associate Degree,5,318,4793,60.12,42.69,Brazil,72.16
Metallurgist,Retail,Increasing,Low,124785.0,Bachelor’s Degree,17,4358,9353,25.1,46.12,UK,31.45
Chief Operating Officer,Manufacturing,Increasing,High,70565.44,Associate Degree,3,2215,2918,74.05,33.68,UK,40.08
Forensic scientist,Retail,Increasing,High,54884.07,PhD,11,964,8953,17.19,87.01,Brazil,79.89
Magazine journalist,Retail,Decreasing,High,108167.62,Associate Degree,2,3491,7222,44.52,79.04,USA,32.24
"Journalist, magazine",Manufacturing,Increasing,Low,61266.08,Associate Degree,18,2097,8099,88.84,79.28,Brazil,20.88
Metallurgist,Healthcare,Increasing,Moderate,75534.24,Bachelor’s Degree,20,7328,3236,66.09,66.58,Brazil,48.02
Glass blower/designer,Education,Increasing,Low,92881.61,Associate Degree,19,9835,351,99.52,45.71,UK,50.82
"Psychologist, forensic",Retail,Decreasing,Low,87644.72,PhD,17,3423,9488,57.64,71.76,Brazil,33.56
"Designer, television/film set",Transportation,Decreasing,Low,108898.82,Associate Degree,15,3628,2387,88.49,19.45,Canada,50.16
Furniture designer,IT,Decreasing,Moderate,117533.26,Associate Degree,11,3034,2344,14.69,26.1,Canada,74.63
Insurance underwriter,IT,Increasing,Low,39964.92,High School,6,916,5747,86.57,70.86,Canada,50.87
Location manager,Transportation,Decreasing,Moderate,74842.98,Associate Degree,7,2649,7442,54.93,10.49,Brazil,46.3
Clinical psychologist,Healthcare,Decreasing,High,36595.82,Master’s Degree,18,2766,9539,46.75,81.54,Australia,73.3
Trading standards officer,Manufacturing,Decreasing,Low,90416.44,Master’s Degree,15,6251,2504,88.54,67.04,USA,75.49
Furniture designer,Entertainment,Increasing,Low,72133.42,Bachelor’s Degree,6,2493,5946,56.0,77.22,Brazil,29.58
Insurance risk surveyor,Healthcare,Increasing,Low,55603.85,PhD,3,2716,978,61.4,84.88,Australia,44.83
Dramatherapist,Education,Decreasing,High,77180.48,Master’s Degree,13,4187,5732,67.98,64.12,Germany,74.05
Chartered accountant,Entertainment,Increasing,High,127551.04,Bachelor’s Degree,5,6480,9128,19.99,65.42,China,27.13
Medical sales representative,Manufacturing,Decreasing,High,35480.41,Bachelor’s Degree,2,9445,356,90.11,26.6,Brazil,33.47
Chartered accountant,Entertainment,Decreasing,High,45384.21,High School,11,2181,5064,9.79,48.08,UK,65.81
Contracting civil engineer,Retail,Increasing,High,37464.71,Associate Degree,7,9341,1112,56.54,94.46,Brazil,66.0
"Engineer, land",Manufacturing,Increasing,Moderate,145187.98,Bachelor’s Degree,15,4012,6031,94.28,8.87,Brazil,29.5
Publishing copy,Education,Increasing,High,88487.6,Master’s Degree,16,9872,1142,57.27,22.34,China,41.79
Armed forces logistics/support/administrative officer,Education,Increasing,High,105534.13,PhD,19,2528,5356,39.5,40.97,USA,56.52
Quantity surveyor,Education,Decreasing,High,48628.66,Master’s Degree,18,6187,7174,14.95,33.84,Brazil,23.13
"Surveyor, insurance",IT,Decreasing,Moderate,70205.21,Bachelor’s Degree,5,5655,8202,74.99,49.36,USA,59.43
Petroleum engineer,Retail,Decreasing,Low,146127.42,Bachelor’s Degree,6,5676,1938,12.09,12.82,USA,38.07
Commercial art gallery manager,IT,Increasing,High,73558.82,Master’s Degree,16,8523,1099,58.61,8.29,USA,28.07
Technical sales engineer,Entertainment,Decreasing,Moderate,109211.04,Master’s Degree,14,9180,4692,82.75,41.0,USA,33.23
Systems analyst,Education,Decreasing,Moderate,134320.93,PhD,13,511,222,0.49,27.35,UK,38.0
Air cabin crew,Retail,Decreasing,High,78668.46,Associate Degree,18,1682,9013,2.96,56.08,USA,48.9
Materials engineer,Transportation,Decreasing,Low,119288.16,Associate Degree,10,5473,2059,96.79,52.63,Canada,48.1
Claims inspector/assessor,IT,Decreasing,Low,52029.53,Bachelor’s Degree,10,5458,1879,43.19,43.56,China,55.42
Personal assistant,Healthcare,Decreasing,High,127254.36,PhD,20,6831,3788,94.3,76.1,India,25.72
Teaching laboratory technician,IT,Decreasing,Low,77856.6,Associate Degree,6,1798,7139,43.89,4.39,India,74.39
Operations geologist,Manufacturing,Decreasing,Low,70864.33,Bachelor’s Degree,11,6975,1220,17.36,79.42,Australia,32.51
Occupational therapist,Finance,Increasing,Low,55289.32,Bachelor’s Degree,9,2266,515,7.5,13.69,India,37.33
"Physicist, medical",Transportation,Increasing,Moderate,111744.3,High School,8,7750,3824,8.49,74.89,Australia,58.24
Orthoptist,Transportation,Decreasing,Moderate,34724.43,Master’s Degree,13,5550,4058,72.21,40.53,Australia,32.03
Ecologist,Education,Increasing,Low,79492.35,PhD,19,908,542,8.65,22.35,Australia,74.43
Copy,Retail,Decreasing,Moderate,47248.47,Master’s Degree,16,6155,2257,6.37,59.99,Canada,56.2
Community development worker,IT,Decreasing,Moderate,138631.37,Associate Degree,11,3519,9841,68.82,68.91,India,73.84
Lobbyist,Transportation,Increasing,Low,127381.94,PhD,14,4594,1256,84.15,89.73,China,34.74
Cytogeneticist,Manufacturing,Decreasing,Low,33169.48,PhD,17,9248,4285,54.76,53.16,Australia,44.85
"Restaurant manager, fast food",Retail,Increasing,Moderate,53883.05,High School,1,1048,5716,45.52,64.62,USA,47.33
Medical illustrator,Manufacturing,Decreasing,Moderate,36418.46,Master’s Degree,1,6651,2459,42.51,61.53,China,21.9
Hospital pharmacist,Finance,Decreasing,Low,57993.78,High School,0,9158,5595,99.76,42.64,Brazil,33.61
"Psychologist, clinical",Entertainment,Increasing,Low,43883.83,Associate Degree,17,4992,4556,25.13,43.66,India,70.28
Minerals surveyor,Manufacturing,Increasing,Low,94625.15,Bachelor’s Degree,16,6215,5578,43.51,3.5,China,22.74
Electrical engineer,Finance,Decreasing,Low,68261.11,Associate Degree,14,5027,116,10.54,83.51,Australia,65.42
Quality manager,Education,Increasing,High,99071.13,Master’s Degree,9,3060,9338,35.43,44.74,UK,42.12
Estate manager/land agent,Healthcare,Decreasing,High,115354.85,Associate Degree,7,784,3813,80.08,65.77,Australia,71.75
"Nurse, learning disability",Education,Decreasing,Moderate,69178.78,Associate Degree,4,1215,4728,9.89,47.79,India,71.6
Dramatherapist,Manufacturing,Increasing,High,32913.12,Master’s Degree,3,262,9157,78.15,73.87,Australia,78.65
Drilling engineer,Manufacturing,Increasing,Low,115736.34,Bachelor’s Degree,12,5739,9509,57.49,13.52,China,75.97
Textile designer,Finance,Increasing,Low,123370.7,PhD,1,9023,4087,97.74,38.88,Germany,44.09
"Lecturer, higher education",Entertainment,Increasing,Moderate,85448.72,Associate Degree,13,2671,1088,3.49,34.56,Australia,52.98
Broadcast presenter,Manufacturing,Increasing,Low,124956.13,High School,6,5991,8495,29.36,36.02,Australia,63.9
Legal executive,Manufacturing,Decreasing,Low,43021.64,Associate Degree,13,3862,1993,65.09,12.93,Germany,46.68
Materials engineer,Education,Increasing,High,67517.69,PhD,7,2553,3655,41.3,96.84,USA,72.45
Economist,Retail,Increasing,High,94346.73,Master’s Degree,15,3598,3400,2.8,9.29,Brazil,61.09
"Biochemist, clinical",Finance,Increasing,Low,41408.59,Master’s Degree,12,1691,1361,9.99,60.78,USA,68.26
"Conservator, museum/gallery",Transportation,Increasing,High,69758.64,High School,6,1320,1413,51.86,70.32,India,60.73
"Surveyor, planning and development",Manufacturing,Decreasing,High,40817.81,PhD,10,911,409,68.38,16.04,Australia,62.24
"Surveyor, hydrographic",IT,Decreasing,Moderate,72372.31,Bachelor’s Degree,7,3478,883,50.73,89.17,China,52.33
Biomedical scientist,Retail,Decreasing,Moderate,66198.73,PhD,6,771,2456,46.91,55.78,USA,33.89
Archivist,Retail,Increasing,Low,121103.76,High School,0,6376,3412,64.85,74.59,India,79.75
"Sales professional, IT",IT,Decreasing,High,51210.59,Master’s Degree,14,8074,5213,46.03,82.65,Australia,69.04
Architect,IT,Increasing,High,99670.37,Bachelor’s Degree,20,4590,6583,76.02,26.79,India,73.0
Comptroller,IT,Decreasing,High,58179.2,Associate Degree,11,1313,418,9.28,41.39,China,62.41
Historic buildings inspector/conservation officer,Education,Decreasing,Moderate,40895.7,High School,9,6435,3397,65.95,17.13,Canada,62.7
Radio producer,Manufacturing,Decreasing,Moderate,32679.01,Master’s Degree,4,1093,9281,7.65,91.22,Brazil,44.26
Telecommunications researcher,Healthcare,Decreasing,Moderate,115110.2,PhD,13,9781,395,34.36,52.26,India,52.26
Farm manager,Manufacturing,Increasing,Moderate,132376.93,Associate Degree,20,4730,1697,95.22,66.35,Australia,53.18
Conference centre manager,Education,Increasing,Low,58342.79,PhD,20,6900,3017,29.72,31.24,Brazil,43.96
Lawyer,IT,Increasing,High,115119.41,Associate Degree,6,6230,5938,28.41,84.51,Brazil,49.5
Health and safety inspector,Education,Decreasing,Moderate,31375.5,High School,9,3508,1243,32.51,34.89,USA,43.75
Pathologist,Retail,Decreasing,High,144898.0,PhD,20,6235,2326,56.72,41.01,Germany,67.38
Tax adviser,IT,Increasing,Low,58093.92,Bachelor’s Degree,11,202,3774,1.89,54.77,USA,47.87
Arts administrator,Education,Decreasing,Moderate,38546.32,High School,0,2522,5975,45.65,16.04,USA,27.13
Occupational psychologist,Finance,Decreasing,Moderate,133213.36,PhD,16,3237,635,23.62,5.85,USA,30.42
Chartered legal executive (England and Wales),Healthcare,Increasing,High,38529.09,PhD,4,6214,4834,15.35,17.43,UK,61.68
Field seismologist,Education,Increasing,Moderate,99882.63,High School,8,9390,6609,35.11,42.97,USA,54.18
Press sub,Healthcare,Increasing,Moderate,67867.85,Master’s Degree,8,7670,9912,4.12,81.25,India,43.21
Operations geologist,Transportation,Increasing,Moderate,146902.62,Associate Degree,8,1696,8220,6.79,77.49,Germany,26.7
"Psychologist, prison and probation services",Education,Decreasing,High,40360.35,Master’s Degree,16,2469,814,86.98,55.21,UK,58.01
Bookseller,Finance,Increasing,Moderate,107014.78,Associate Degree,13,2161,1946,68.44,13.31,UK,60.24
Broadcast presenter,Healthcare,Increasing,Low,35692.48,PhD,4,8305,936,45.76,69.58,Canada,63.31
Social researcher,Transportation,Decreasing,High,143373.46,High School,10,1693,3698,2.69,61.69,Brazil,20.81
Land/geomatics surveyor,Finance,Increasing,High,93359.6,Bachelor’s Degree,17,9405,8957,60.04,80.79,Brazil,46.74
Operational investment banker,Transportation,Decreasing,Moderate,119619.38,High School,13,4560,3309,91.83,79.71,UK,46.39
Secondary school teacher,Healthcare,Increasing,Moderate,135120.62,Bachelor’s Degree,12,9177,7705,6.86,0.07,Canada,21.85
"Engineer, broadcasting (operations)",Retail,Decreasing,Moderate,99762.01,Associate Degree,14,9874,8581,92.87,32.75,India,78.2
Chemical engineer,IT,Increasing,High,108531.61,Associate Degree,17,514,831,39.68,24.96,India,53.09
"Administrator, Civil Service",Entertainment,Decreasing,Low,51948.9,Bachelor’s Degree,7,3020,8904,98.29,90.65,India,64.1
"Sales professional, IT",Education,Decreasing,Low,95969.27,High School,18,6384,9011,80.95,40.3,India,27.79
"Engineer, automotive",IT,Decreasing,Moderate,100521.84,Master’s Degree,1,8636,8851,68.05,25.21,India,63.65
Speech and language therapist,Finance,Increasing,Moderate,51019.39,Master’s Degree,18,3215,4164,75.3,73.81,India,62.18
"Administrator, local government",IT,Increasing,Moderate,51016.65,Associate Degree,2,1197,9817,98.78,46.61,Germany,71.06
Warden/ranger,Entertainment,Increasing,High,106860.07,PhD,15,2254,618,43.57,20.63,USA,66.46
Curator,Transportation,Decreasing,High,30242.87,PhD,14,9244,8452,23.86,1.72,Brazil,74.15
"Accountant, chartered",IT,Increasing,Moderate,114127.68,Associate Degree,8,6398,9975,49.43,38.11,India,79.02
English as a foreign language teacher,Entertainment,Decreasing,Moderate,79937.93,High School,14,7810,7247,84.08,78.61,Canada,24.8
Arts administrator,Finance,Increasing,Low,62284.94,High School,11,8930,6672,39.73,23.84,India,65.21
Homeopath,Finance,Increasing,Moderate,56935.43,Bachelor’s Degree,17,8109,6997,24.09,13.51,Brazil,30.54
Retail banker,Manufacturing,Decreasing,Moderate,149998.5,Master’s Degree,6,7601,9162,21.06,72.45,UK,59.48
Landscape architect,Entertainment,Decreasing,Low,132427.72,Associate Degree,14,164,515,22.74,64.49,China,38.1
Education administrator,Finance,Increasing,Low,88383.13,Associate Degree,9,2353,9922,13.43,82.6,Australia,48.34
Equities trader,Finance,Increasing,Low,50447.36,Bachelor’s Degree,20,7564,8495,2.74,24.96,Brazil,64.03
"Geneticist, molecular",IT,Increasing,High,88310.78,High School,20,5324,8102,83.6,97.36,Canada,42.44
Aeronautical engineer,Transportation,Decreasing,Moderate,44861.3,Master’s Degree,13,9520,1615,40.92,79.77,Australia,66.2
Dispensing optician,Finance,Increasing,Moderate,54932.76,Master’s Degree,8,1279,7266,9.06,63.45,Brazil,62.0
Ergonomist,Retail,Increasing,Low,146451.39,Bachelor’s Degree,16,5893,7611,83.1,58.04,India,48.87
Chiropractor,Manufacturing,Decreasing,Low,31639.79,Associate Degree,20,9857,9634,59.02,52.52,India,59.6
Transport planner,Entertainment,Increasing,High,141464.83,PhD,7,3797,5201,18.57,74.74,Australia,51.83
Dramatherapist,Transportation,Decreasing,High,56014.43,Bachelor’s Degree,14,2158,2395,49.95,3.71,Germany,62.17
Professor Emeritus,Retail,Decreasing,High,106021.43,High School,18,2816,2719,56.99,94.52,Australia,41.16
Maintenance engineer,Transportation,Decreasing,Moderate,59092.09,High School,10,4127,9050,35.74,27.98,Brazil,77.94
Commercial horticulturist,Retail,Increasing,High,99575.85,Master’s Degree,12,3261,9213,77.65,91.77,Canada,53.28
Sub,Education,Decreasing,Low,101037.98,PhD,13,8727,302,32.75,28.29,India,68.79
Photographer,IT,Increasing,Low,83287.33,Associate Degree,5,7495,8323,59.4,0.59,USA,31.37
Statistician,Retail,Increasing,Low,147627.35,High School,11,5323,4626,59.45,52.99,UK,76.02
Applications developer,Healthcare,Decreasing,Moderate,40024.5,PhD,10,3886,8691,24.05,23.84,China,57.98
Video editor,Retail,Decreasing,High,73368.18,PhD,11,2268,2799,88.8,18.34,Canada,35.66
Mechanical engineer,IT,Increasing,Low,132865.84,Bachelor’s Degree,20,8159,1772,19.93,32.49,USA,72.06
Furniture conservator/restorer,Education,Decreasing,Low,31660.07,High School,3,9688,1633,54.87,51.1,Germany,28.89
Historic buildings inspector/conservation officer,Healthcare,Decreasing,Moderate,53870.89,Bachelor’s Degree,8,7730,3151,5.15,16.5,UK,22.92
"Teacher, primary school",Entertainment,Decreasing,Low,125575.03,Bachelor’s Degree,20,7648,8376,56.21,40.64,Canada,40.52
"Production assistant, television",IT,Increasing,Low,132500.07,PhD,11,1346,2610,94.43,15.72,Canada,71.92
"Investment banker, operational",IT,Increasing,Low,100031.48,PhD,16,355,412,2.72,36.8,Australia,56.8
"Designer, textile",Healthcare,Increasing,Low,31664.67,Master’s Degree,6,8324,4770,42.52,73.12,Australia,37.98
Dance movement psychotherapist,Transportation,Increasing,Low,129151.54,Master’s Degree,15,4352,7392,48.5,93.83,UK,45.53
Arboriculturist,Transportation,Increasing,High,80503.51,High School,8,7753,1652,12.55,19.97,Brazil,22.42
Commercial/residential surveyor,Retail,Decreasing,Low,59104.25,Associate Degree,9,6806,7406,51.62,33.53,Germany,73.29
Chief Marketing Officer,IT,Increasing,Moderate,60017.92,PhD,19,1350,5574,56.16,9.11,Australia,49.01
"Surveyor, land/geomatics",Education,Increasing,High,147384.68,Associate Degree,2,5322,6745,50.49,55.49,Canada,56.24
"Horticulturist, amenity",Finance,Increasing,Moderate,52121.56,Bachelor’s Degree,3,6569,3335,99.67,35.51,UK,35.01
Soil scientist,Finance,Decreasing,Low,68752.66,High School,7,1702,6024,61.57,49.68,USA,57.08
Futures trader,Education,Decreasing,Low,140045.19,Associate Degree,20,6571,9734,74.05,79.45,India,63.92
Diagnostic radiographer,Education,Decreasing,Moderate,132447.9,High School,20,8614,2356,87.91,11.17,USA,53.41
Ceramics designer,Healthcare,Increasing,Low,85999.31,Bachelor’s Degree,13,6234,6738,20.62,16.39,Australia,40.33
Intelligence analyst,Transportation,Increasing,High,112637.96,Bachelor’s Degree,10,7651,7118,86.75,3.56,Germany,65.75
"Nurse, adult",Healthcare,Decreasing,Low,108306.21,Associate Degree,14,5527,3853,80.73,3.55,UK,20.75
Advice worker,Manufacturing,Decreasing,Low,84723.31,High School,10,6304,2767,45.52,76.77,China,33.89
Social researcher,Finance,Increasing,High,100725.97,Bachelor’s Degree,13,5334,4501,9.35,76.94,Australia,49.78
Tourism officer,Retail,Increasing,Moderate,142699.58,Associate Degree,0,3130,7075,45.2,28.69,India,76.6
Risk manager,Manufacturing,Decreasing,Low,59284.37,PhD,0,665,5037,76.11,44.25,Germany,58.53
Herbalist,Manufacturing,Decreasing,Low,44287.29,High School,8,2674,7535,23.84,62.99,UK,45.68
Television floor manager,Entertainment,Increasing,High,69071.51,Associate Degree,6,6360,6785,8.33,66.5,China,49.4
Medical physicist,IT,Decreasing,High,140379.44,Master’s Degree,12,8816,4494,49.82,99.37,India,34.52
"Designer, blown glass/stained glass",Education,Decreasing,Low,146531.71,Associate Degree,18,3223,4681,13.77,63.36,UK,78.59
"Designer, multimedia",Manufacturing,Increasing,Low,95321.91,Master’s Degree,4,3880,5595,93.77,26.33,USA,43.05
Insurance underwriter,Finance,Increasing,Low,128495.34,Master’s Degree,11,3982,9877,34.19,12.66,USA,22.72
"Sound technician, broadcasting/film/video",Manufacturing,Decreasing,High,113301.1,High School,10,7261,7620,83.05,88.51,China,35.77
"Production designer, theatre/television/film",Education,Increasing,High,83640.57,Bachelor’s Degree,17,9090,3939,57.63,63.9,Australia,56.06
Print production planner,IT,Increasing,High,68093.23,Master’s Degree,5,5321,2523,2.34,38.04,Australia,39.46
Games developer,Manufacturing,Decreasing,Moderate,103851.63,PhD,5,7564,4497,77.8,6.78,Brazil,21.59
Actor,Entertainment,Decreasing,High,49365.12,Bachelor’s Degree,10,6477,2291,17.02,53.02,China,48.06
Adult guidance worker,Healthcare,Increasing,High,119883.83,High School,19,4417,7037,65.43,98.8,Brazil,27.69
"Designer, television/film set",Retail,Decreasing,Low,79005.23,PhD,16,6031,8990,46.79,51.85,UK,30.01
Legal executive,IT,Increasing,Moderate,45027.39,High School,20,1043,3934,34.95,68.24,India,43.28
Psychotherapist,Entertainment,Increasing,High,138077.62,High School,17,6396,9221,7.94,86.02,UK,67.17
Warden/ranger,Entertainment,Decreasing,High,137886.33,PhD,11,9989,5707,74.67,51.07,Australia,30.51
Cartographer,Healthcare,Increasing,Moderate,45828.93,PhD,15,5635,1333,88.22,62.65,USA,57.1
Chiropodist,Manufacturing,Decreasing,High,79501.02,Master’s Degree,7,4280,6638,46.42,68.76,China,37.03
Customer service manager,Finance,Decreasing,High,127987.56,PhD,7,8577,2991,43.69,31.76,India,31.26
"Surveyor, hydrographic",Healthcare,Decreasing,High,30607.13,High School,7,9034,4220,19.46,93.56,Brazil,40.23
Counsellor,Education,Increasing,High,101167.57,Associate Degree,5,8285,7932,46.57,78.42,India,63.4
Banker,Education,Increasing,Low,37914.09,High School,10,8555,1658,60.39,96.52,Germany,55.81
Health service manager,Education,Decreasing,Moderate,47017.03,Associate Degree,5,7460,2380,35.14,7.82,Germany,27.53
Management consultant,Education,Increasing,High,48712.93,Associate Degree,20,7656,1197,41.15,44.52,UK,56.48
Event organiser,Education,Increasing,Low,72910.56,Bachelor’s Degree,0,8698,3819,91.08,87.68,India,70.98
Lobbyist,Transportation,Decreasing,Moderate,78635.07,High School,1,8659,3680,1.39,69.58,China,54.16
Visual merchandiser,Transportation,Increasing,Moderate,58242.51,Master’s Degree,16,524,7016,40.79,83.02,Canada,26.6
Financial trader,IT,Increasing,Low,37246.2,Bachelor’s Degree,2,2018,6440,65.62,69.68,India,30.39
"Designer, interior/spatial",Retail,Decreasing,High,97345.25,Bachelor’s Degree,0,6541,2280,25.45,27.2,India,57.53
Location manager,Education,Increasing,High,117375.91,Master’s Degree,15,5552,2850,9.15,18.83,India,30.23
"Therapist, music",Healthcare,Decreasing,Moderate,55797.74,Bachelor’s Degree,8,4253,6741,75.88,94.66,China,35.32
"Investment banker, operational",Transportation,Increasing,Moderate,133366.56,Associate Degree,17,1529,6191,96.64,1.17,China,23.16
Historic buildings inspector/conservation officer,Manufacturing,Decreasing,Moderate,141557.17,High School,12,1983,3573,26.55,51.98,China,52.6
"Accountant, chartered",Manufacturing,Increasing,Low,93109.58,Master’s Degree,5,7190,2701,87.8,59.03,USA,35.92
"Education officer, environmental",Retail,Decreasing,High,96162.82,Bachelor’s Degree,3,2117,8110,27.21,17.71,USA,51.32
Media planner,Finance,Decreasing,High,130857.99,PhD,5,3913,6749,36.28,40.99,UK,50.91
"Administrator, local government",Education,Increasing,High,52947.04,PhD,5,1027,7950,73.98,43.67,India,71.2
"Research officer, trade union",IT,Increasing,Moderate,137455.14,Associate Degree,8,9804,4854,97.87,55.81,UK,75.22
Physiological scientist,Entertainment,Increasing,Moderate,79891.35,Master’s Degree,4,1661,7034,64.09,62.29,India,36.76
"Geneticist, molecular",Finance,Decreasing,Moderate,142305.96,High School,20,1420,7751,81.01,64.18,China,31.04
Astronomer,Entertainment,Decreasing,High,50712.86,Associate Degree,15,5763,7033,19.2,34.14,China,78.01
English as a second language teacher,Transportation,Increasing,High,31801.94,Associate Degree,18,3376,802,33.49,10.54,Brazil,77.94
Homeopath,Education,Increasing,Moderate,49262.66,Associate Degree,6,7342,9038,55.16,7.27,Australia,75.9
Ambulance person,Healthcare,Increasing,High,47602.9,Master’s Degree,7,5946,2766,22.16,78.12,USA,74.42
Politician's assistant,IT,Increasing,High,79016.66,High School,7,6757,3131,24.07,92.99,India,71.18
"Horticulturist, commercial",Entertainment,Increasing,High,81793.06,Master’s Degree,9,2754,8099,82.45,15.25,Canada,28.67
Research scientist (physical sciences),Transportation,Increasing,Low,94387.95,PhD,4,4691,4629,46.43,74.88,China,25.3
"Biochemist, clinical",IT,Decreasing,High,48431.54,High School,20,3112,4511,56.49,71.16,Canada,63.85
Commissioning editor,IT,Decreasing,Low,69613.13,High School,10,6589,5025,90.56,82.24,Australia,28.9
Curator,Education,Increasing,Moderate,61657.38,Bachelor’s Degree,6,9792,6198,76.3,11.1,China,70.08
Leisure centre manager,Healthcare,Decreasing,Moderate,99672.63,Associate Degree,16,4854,8366,40.39,92.04,Germany,39.89
Drilling engineer,Education,Increasing,Low,126163.5,High School,10,4156,9208,33.5,99.81,Brazil,53.57
Education administrator,Manufacturing,Decreasing,High,43536.52,Master’s Degree,15,4537,8027,54.93,90.76,UK,52.62
Further education lecturer,Entertainment,Decreasing,Moderate,79852.28,Master’s Degree,20,5307,5001,87.0,64.04,Australia,34.56
Best boy,Education,Decreasing,Low,61253.54,High School,12,2309,770,36.93,74.47,India,35.43
Patent attorney,Finance,Increasing,High,141888.54,PhD,16,6171,9977,76.28,35.98,India,33.66
Microbiologist,Education,Increasing,High,120470.28,Bachelor’s Degree,3,8016,8948,35.29,77.44,Germany,21.11
"Surveyor, land/geomatics",Healthcare,Decreasing,Low,93377.61,Master’s Degree,12,8125,467,28.83,36.04,Brazil,46.1
Tax adviser,Retail,Decreasing,Moderate,135796.6,Associate Degree,18,2663,1622,10.82,3.46,USA,60.32
Medical illustrator,Entertainment,Increasing,Moderate,149649.78,Associate Degree,20,2657,2058,33.76,94.8,USA,51.87
Visual merchandiser,Healthcare,Increasing,Low,80400.76,PhD,12,4395,1633,47.68,16.53,India,51.46
"Engineer, civil (contracting)",Healthcare,Decreasing,High,51056.6,Master’s Degree,15,191,4151,36.16,89.29,Brazil,70.92
Forest/woodland manager,Retail,Decreasing,Moderate,111018.88,High School,0,934,7748,81.94,84.58,Canada,37.84
Copy,Finance,Increasing,High,120624.24,Associate Degree,6,8480,1956,36.35,83.95,Brazil,34.63
Contracting civil engineer,Education,Increasing,Low,90326.16,Associate Degree,4,9773,8307,96.91,67.19,Germany,35.11
Equities trader,Transportation,Increasing,Low,59047.7,Master’s Degree,5,1602,1186,3.05,30.89,Canada,58.72
"Engineer, broadcasting (operations)",Education,Decreasing,Moderate,71238.35,Master’s Degree,16,590,5620,92.95,12.55,Canada,31.65
Environmental manager,Entertainment,Decreasing,High,126935.64,PhD,0,8988,8545,24.47,30.4,Australia,42.42
Hydrogeologist,Manufacturing,Increasing,Moderate,147448.96,High School,16,4856,7380,17.0,71.77,Canada,58.8
General practice doctor,IT,Increasing,High,148472.85,PhD,6,6117,6700,90.14,34.25,Canada,31.26
"Geologist, engineering",Retail,Decreasing,Low,98252.5,PhD,20,9498,3332,78.11,22.7,Australia,35.0
Transport planner,Transportation,Increasing,Low,110505.38,Associate Degree,11,4848,7020,97.59,59.56,Australia,76.73
Physiological scientist,Manufacturing,Decreasing,Low,130462.52,Bachelor’s Degree,17,7782,2163,22.47,63.62,India,35.43
"Surveyor, building",Education,Increasing,Moderate,102671.39,Bachelor’s Degree,8,5083,9704,44.99,97.63,UK,65.88
Clinical cytogeneticist,Transportation,Increasing,Moderate,149643.96,Bachelor’s Degree,19,1811,7791,95.04,15.8,India,22.61
Financial manager,Entertainment,Decreasing,High,53316.7,PhD,10,6902,7930,89.49,4.75,Brazil,60.18
Insurance risk surveyor,Transportation,Increasing,Low,141989.74,Master’s Degree,5,3761,4656,73.85,52.14,Brazil,79.59
Recruitment consultant,Finance,Increasing,High,142473.55,PhD,0,1545,3591,11.33,59.06,Australia,36.33
English as a foreign language teacher,Manufacturing,Increasing,Low,96640.28,High School,7,6133,9946,2.13,20.19,India,52.31
"Therapist, music",IT,Decreasing,High,129033.91,Bachelor’s Degree,8,5586,8836,49.51,11.21,China,38.24
Orthoptist,Entertainment,Increasing,Low,127063.34,PhD,17,5590,2528,22.93,93.87,Germany,64.29
Estate manager/land agent,Entertainment,Decreasing,Low,108603.18,Bachelor’s Degree,6,4111,409,21.81,71.06,Brazil,51.45
Barrister,Manufacturing,Increasing,Moderate,134051.31,Master’s Degree,17,5134,9593,44.34,32.99,India,69.98
"Education officer, community",Transportation,Decreasing,High,139704.1,Associate Degree,11,4863,9156,82.09,69.37,Germany,37.53
Environmental health practitioner,Entertainment,Decreasing,Moderate,86055.22,Associate Degree,11,3779,8605,4.25,74.25,Brazil,61.52
"Geologist, wellsite",Transportation,Increasing,High,99019.36,Associate Degree,12,2007,9539,47.89,14.76,India,39.71
Records manager,Finance,Increasing,Low,52727.51,PhD,11,2530,3678,89.5,44.38,Brazil,50.25
Community pharmacist,Healthcare,Increasing,High,76828.18,High School,1,1773,8331,22.02,47.5,UK,51.6
Insurance broker,Manufacturing,Decreasing,Low,67254.04,Associate Degree,19,1657,169,38.35,51.69,Australia,75.09
Biomedical scientist,Transportation,Decreasing,High,98124.19,Master’s Degree,2,9467,7058,95.54,21.15,Brazil,43.78
Sub,Healthcare,Increasing,High,77667.16,Master’s Degree,19,731,3660,59.03,21.02,Germany,54.61
"Surveyor, building control",Transportation,Increasing,Moderate,38470.1,PhD,5,3520,1019,18.51,83.49,China,70.16
Nature conservation officer,Healthcare,Decreasing,Low,105095.71,Associate Degree,3,5095,8949,43.45,41.67,India,53.68
Psychiatrist,Entertainment,Decreasing,Moderate,70842.67,Master’s Degree,13,7519,2360,27.99,98.56,USA,33.75
"Development worker, community",Entertainment,Increasing,Moderate,109072.51,Bachelor’s Degree,8,7189,295,57.73,23.35,USA,66.05
Leisure centre manager,Education,Decreasing,Low,48864.78,Master’s Degree,13,7339,6665,13.55,52.44,China,34.24
Insurance underwriter,Education,Decreasing,Moderate,65586.53,PhD,5,3510,2262,0.17,6.89,Australia,39.94
"Therapist, music",Manufacturing,Decreasing,Moderate,40691.91,Master’s Degree,6,2612,4480,51.96,86.67,China,21.65
Graphic designer,Healthcare,Decreasing,High,92779.76,Associate Degree,10,3371,740,17.79,4.57,UK,30.6
Air cabin crew,Entertainment,Increasing,High,93798.86,PhD,0,1943,9255,54.77,2.85,USA,59.85
Human resources officer,Manufacturing,Increasing,High,103957.62,Master’s Degree,8,2523,4802,37.71,3.31,Germany,42.79
Estate manager/land agent,Manufacturing,Increasing,Moderate,105104.19,PhD,3,412,3152,41.43,76.38,Brazil,42.42
"Scientist, product/process development",Healthcare,Increasing,Moderate,102057.59,Associate Degree,10,6516,7108,32.44,31.98,UK,38.07
"Therapist, nutritional",Manufacturing,Increasing,Low,137329.31,PhD,0,303,1127,81.36,28.7,Canada,27.12
Estate agent,Finance,Decreasing,High,113609.83,Master’s Degree,3,5471,1834,70.75,91.82,Canada,53.41
Passenger transport manager,Entertainment,Decreasing,Low,76301.29,Master’s Degree,5,8388,7802,3.88,52.18,UK,61.15
"Social research officer, government",Retail,Increasing,Low,94951.2,PhD,13,7770,8369,99.98,80.42,Australia,76.31
Advertising copywriter,Education,Decreasing,Low,142695.4,PhD,1,8136,4417,72.51,78.87,Germany,20.66
Community education officer,IT,Increasing,High,40232.69,Master’s Degree,8,3743,5575,51.11,68.61,Australia,40.25
Information officer,Healthcare,Decreasing,Low,39592.91,High School,12,5451,8041,59.05,53.14,Australia,39.19
Emergency planning/management officer,IT,Increasing,Low,32762.71,Bachelor’s Degree,16,9880,9699,12.42,83.91,UK,74.74
Quarry manager,Retail,Increasing,Low,87711.58,High School,12,5372,7967,42.48,83.87,India,37.38
Nutritional therapist,IT,Decreasing,Moderate,47667.49,Master’s Degree,14,1715,1616,92.72,52.96,China,35.52
Dramatherapist,Manufacturing,Increasing,Low,134437.63,Bachelor’s Degree,8,2059,3239,75.66,77.13,Australia,76.26
Chiropodist,Education,Decreasing,High,85618.22,High School,16,5168,8753,93.16,11.65,Australia,49.23
"Production assistant, radio",Entertainment,Increasing,Low,59432.42,High School,10,4333,9912,21.97,84.46,UK,28.56
Secondary school teacher,Education,Increasing,Moderate,119356.69,Master’s Degree,11,8230,4194,81.52,17.36,Canada,39.27
Learning disability nurse,IT,Increasing,Low,82792.8,PhD,10,100,8971,64.67,29.12,China,36.01
Pensions consultant,Transportation,Increasing,Low,101082.89,Associate Degree,6,5916,4660,0.44,25.36,UK,74.99
Air cabin crew,Transportation,Decreasing,Moderate,117344.32,Bachelor’s Degree,16,2373,928,48.15,33.03,Australia,62.44
Management consultant,Education,Increasing,High,112468.4,Master’s Degree,15,5929,3455,2.98,54.47,Germany,70.08
"Presenter, broadcasting",Finance,Increasing,Moderate,139718.74,Associate Degree,14,900,6025,64.87,95.73,UK,41.18
Learning mentor,IT,Decreasing,Moderate,86998.13,Master’s Degree,5,8922,6679,47.94,56.94,Brazil,79.4
Make,Finance,Decreasing,Low,69589.96,Associate Degree,3,9014,9480,21.06,35.98,Australia,25.32
Video editor,Retail,Increasing,Low,73001.53,High School,13,1356,5987,49.68,31.48,Brazil,66.46
Equality and diversity officer,Healthcare,Increasing,Low,125265.46,Master’s Degree,10,1709,8189,69.81,8.67,UK,57.18
Tourism officer,Finance,Decreasing,Low,32223.46,Bachelor’s Degree,0,4880,4382,0.4,4.46,China,67.43
Public affairs consultant,Manufacturing,Increasing,Moderate,117142.32,Associate Degree,9,6856,2323,87.25,94.66,Germany,46.22
Volunteer coordinator,Education,Increasing,Low,35074.71,Associate Degree,13,5035,4708,21.46,14.69,Australia,77.54
Retail buyer,Entertainment,Increasing,Low,39847.89,Bachelor’s Degree,3,4043,212,47.66,60.17,Germany,72.01
Social researcher,Finance,Increasing,Low,60534.56,Associate Degree,15,246,1458,12.8,90.41,Canada,59.22
Soil scientist,IT,Decreasing,Low,112392.21,High School,18,3272,6117,4.74,7.3,USA,71.9
Public relations account executive,Entertainment,Increasing,High,99137.08,Master’s Degree,15,2429,2359,44.54,48.75,Australia,36.71
Magazine features editor,Healthcare,Increasing,Low,94663.94,Associate Degree,8,9354,7648,12.37,69.01,Germany,27.62
"Designer, industrial/product",Transportation,Decreasing,Moderate,62444.42,Bachelor’s Degree,3,8748,9710,86.1,0.57,Brazil,43.77
Theatre director,Finance,Increasing,Moderate,41074.31,PhD,13,1075,8970,50.52,65.21,Canada,78.26
Music tutor,Entertainment,Decreasing,Moderate,101297.55,Master’s Degree,11,9468,4628,47.17,24.0,Germany,78.46
"Engineer, manufacturing systems",Finance,Decreasing,Moderate,111245.25,High School,18,4166,6932,84.94,40.34,UK,78.13
Local government officer,Entertainment,Increasing,High,58951.91,Master’s Degree,13,8322,9366,82.64,54.01,Australia,32.22
"Engineer, water",Retail,Decreasing,High,147116.96,High School,7,3880,5405,33.39,99.02,Australia,36.15
"Journalist, magazine",Manufacturing,Increasing,Low,117429.82,PhD,13,4607,4051,33.82,49.35,Canada,43.08
Recycling officer,Healthcare,Increasing,Low,65468.88,Master’s Degree,6,6258,5528,55.64,76.35,UK,20.68
Food technologist,Healthcare,Increasing,Low,81651.48,Bachelor’s Degree,20,8481,7369,94.42,30.79,UK,38.79
Pension scheme manager,Entertainment,Increasing,Moderate,37191.5,Master’s Degree,4,2488,7855,60.34,47.71,India,27.29
Clinical embryologist,Education,Increasing,High,73724.97,High School,2,8370,2220,48.28,12.67,Germany,26.85
Chief Financial Officer,IT,Increasing,High,67637.15,Master’s Degree,18,8255,1495,7.35,53.32,Canada,71.88
Patent attorney,Transportation,Increasing,Low,140318.06,Associate Degree,17,6798,1122,41.19,91.13,Australia,21.33
Chartered legal executive (England and Wales),Healthcare,Decreasing,Low,49416.02,Associate Degree,16,9992,8210,15.1,96.45,India,60.41
"Merchandiser, retail",Finance,Increasing,Low,147278.93,High School,20,6942,8193,12.27,28.28,USA,21.14
Careers information officer,Education,Decreasing,High,119859.82,PhD,7,719,6025,33.74,68.32,USA,34.89
Legal executive,Entertainment,Increasing,Low,60716.12,PhD,6,6669,480,43.52,74.0,Brazil,39.76
Interpreter,Entertainment,Increasing,High,135627.25,High School,15,790,892,86.22,72.06,Brazil,50.35
Chemical engineer,Manufacturing,Decreasing,Low,53319.56,Master’s Degree,7,8569,9198,61.41,38.67,UK,78.64
Conference centre manager,Manufacturing,Increasing,High,67029.22,High School,17,3556,6483,21.98,38.66,India,46.78
Arts development officer,Entertainment,Increasing,High,81938.89,Bachelor’s Degree,17,2032,9803,77.28,78.67,China,57.01
"Therapist, horticultural",Transportation,Increasing,High,132692.83,Bachelor’s Degree,17,7653,1305,78.44,36.11,China,57.83
Counsellor,Entertainment,Decreasing,High,88875.76,Bachelor’s Degree,17,614,3451,57.32,10.44,Germany,70.25
Radio producer,Education,Decreasing,Moderate,65765.22,Bachelor’s Degree,4,2807,416,67.7,55.5,Australia,73.96
Clinical cytogeneticist,Transportation,Decreasing,High,54347.22,Associate Degree,10,8084,1983,80.84,56.29,China,71.12
"Surveyor, minerals",Education,Increasing,High,48666.82,Bachelor’s Degree,6,5423,7992,67.75,56.6,Canada,52.91
Barista,Entertainment,Increasing,Low,96525.21,PhD,14,8937,3794,51.02,28.84,Germany,61.39
Medical illustrator,Retail,Increasing,Low,102092.01,Bachelor’s Degree,5,688,8447,29.13,13.71,India,60.21
Industrial/product designer,Manufacturing,Increasing,Moderate,54196.11,High School,3,6068,2014,17.94,47.8,Canada,39.59
Operations geologist,Entertainment,Decreasing,Low,40775.14,PhD,1,1901,5596,59.11,75.43,USA,69.83
Biomedical scientist,Retail,Increasing,High,110244.47,Bachelor’s Degree,4,7732,9451,43.56,64.8,Australia,62.44
"Designer, industrial/product",Education,Increasing,High,136397.0,High School,9,3209,7723,50.71,85.63,China,28.65
Media buyer,Retail,Decreasing,Low,32902.99,Master’s Degree,10,982,3543,76.06,52.97,Brazil,52.73
"Accountant, chartered",Retail,Increasing,Low,117808.42,Master’s Degree,3,2136,5543,88.3,58.61,Canada,37.84
Hydrologist,Manufacturing,Increasing,High,116877.44,Associate Degree,4,1122,6171,11.64,34.98,Canada,63.93
"Psychologist, forensic",Healthcare,Decreasing,Moderate,59873.2,Master’s Degree,6,4684,4350,73.05,73.21,Canada,49.14
Animator,Entertainment,Increasing,Low,101484.37,High School,6,5770,250,98.1,1.78,USA,38.71
Orthoptist,Finance,Increasing,Moderate,72553.13,High School,2,518,3688,32.65,72.85,Canada,31.2
Physiological scientist,Finance,Decreasing,High,132974.07,Master’s Degree,14,8681,8944,96.36,79.69,India,34.63
Animal nutritionist,Manufacturing,Decreasing,Moderate,106355.73,Master’s Degree,0,5363,8611,94.6,58.66,USA,53.15
Contractor,IT,Increasing,High,58219.32,Bachelor’s Degree,19,8370,6463,34.59,67.03,Germany,33.39
Art therapist,Manufacturing,Increasing,Low,47794.4,Master’s Degree,6,5157,4736,99.91,5.67,Germany,52.92
"Therapist, occupational",Finance,Decreasing,High,113344.3,Associate Degree,12,6064,6384,90.06,32.02,China,59.55
"Editor, film/video",Retail,Decreasing,High,35851.22,Associate Degree,4,7931,8424,25.94,20.7,USA,45.82
"Programmer, applications",Retail,Decreasing,Low,102155.38,Master’s Degree,13,3685,7427,10.99,39.37,Brazil,57.15
Contractor,Finance,Increasing,High,139970.11,Associate Degree,6,585,7891,11.67,36.17,UK,38.37
Telecommunications researcher,IT,Increasing,Low,35685.86,Associate Degree,11,4949,2493,5.08,10.37,USA,60.91
"Producer, radio",Finance,Increasing,Moderate,51417.25,Master’s Degree,8,6011,3017,5.29,79.62,India,69.3
"Scientist, research (medical)",Transportation,Increasing,Moderate,48851.04,Bachelor’s Degree,15,615,8406,77.56,86.88,China,49.55
Environmental manager,Manufacturing,Increasing,Low,56700.47,Master’s Degree,6,3467,150,70.14,70.3,India,21.16
Building services engineer,Manufacturing,Increasing,High,138323.98,Bachelor’s Degree,17,7607,7458,45.26,79.94,USA,57.67
Product/process development scientist,IT,Decreasing,High,93565.39,PhD,2,113,2371,70.62,31.47,Australia,68.57
Social worker,IT,Decreasing,Low,112954.04,High School,10,1032,9742,18.12,70.99,Germany,53.15
Set designer,Finance,Decreasing,Moderate,148922.97,Bachelor’s Degree,7,2854,3679,35.34,34.15,Germany,69.03
Fisheries officer,IT,Decreasing,High,105700.29,PhD,19,2903,9607,19.94,50.1,USA,46.93
Armed forces logistics/support/administrative officer,Entertainment,Increasing,Low,122898.17,Bachelor’s Degree,18,1129,1143,60.61,1.26,Germany,25.49
Chief of Staff,Retail,Decreasing,Low,58883.97,Associate Degree,3,7251,2524,49.27,17.66,USA,39.59
"Conservation officer, nature",Manufacturing,Increasing,Moderate,123408.76,High School,5,2887,1561,98.85,49.17,India,31.4
English as a foreign language teacher,Education,Increasing,Low,110922.06,Bachelor’s Degree,11,8503,4514,10.69,60.42,Brazil,24.32
"Engineer, water",Entertainment,Increasing,High,127586.67,Associate Degree,0,8873,8203,20.33,48.47,China,74.5
Arts development officer,IT,Decreasing,Moderate,55139.84,PhD,19,8671,1795,6.04,8.2,UK,29.0
Chartered certified accountant,Entertainment,Decreasing,High,73436.6,Master’s Degree,0,2828,9552,2.24,15.44,Canada,38.62
Animal technologist,Manufacturing,Decreasing,Low,81825.68,Bachelor’s Degree,1,9705,2646,27.16,6.39,China,45.12
"Scientist, audiological",Transportation,Decreasing,Low,103886.54,Master’s Degree,16,7764,2724,38.55,45.15,India,68.99
Arboriculturist,Retail,Increasing,Low,109747.68,Master’s Degree,15,3757,5131,17.34,58.96,China,46.02
Insurance risk surveyor,Education,Increasing,Moderate,46824.76,Master’s Degree,4,5042,5074,73.82,2.1,Brazil,36.2
"Nurse, learning disability",Healthcare,Decreasing,Moderate,76715.59,Associate Degree,10,5056,4474,51.84,67.4,USA,31.52
Race relations officer,Manufacturing,Decreasing,Moderate,143010.77,PhD,16,1702,7620,30.91,70.59,India,27.51
Call centre manager,Education,Increasing,Low,84172.95,High School,12,8616,1283,70.4,0.35,UK,69.87
Race relations officer,Entertainment,Decreasing,Moderate,98387.4,Bachelor’s Degree,2,6218,339,4.38,22.13,China,21.16
"Designer, textile",IT,Increasing,High,145767.05,Bachelor’s Degree,5,9746,8100,76.28,19.7,USA,54.08
Psychiatrist,Education,Increasing,Low,125049.15,Master’s Degree,3,411,3710,11.47,54.85,UK,49.59
Print production planner,Retail,Increasing,Low,82172.93,Associate Degree,16,717,2724,54.12,70.92,Australia,33.83
Diagnostic radiographer,Education,Decreasing,Moderate,77159.77,Associate Degree,11,5629,3698,24.2,74.8,Germany,47.35
"Buyer, retail",Manufacturing,Increasing,Low,46910.53,Associate Degree,20,6753,3590,64.22,81.17,Brazil,39.29
Mechanical engineer,Transportation,Increasing,Moderate,102460.63,Master’s Degree,5,4045,5913,54.26,5.98,Germany,71.91
Claims inspector/assessor,Finance,Decreasing,Moderate,75425.6,Associate Degree,9,6030,9115,57.69,35.7,Australia,38.85
Dentist,Entertainment,Decreasing,Moderate,80410.5,High School,6,6359,4608,20.52,53.76,Germany,78.65
Insurance broker,Manufacturing,Decreasing,High,125697.64,PhD,18,6936,917,12.63,19.94,Brazil,39.75
"Teacher, early years/pre",Healthcare,Increasing,Low,91690.6,High School,20,3055,9967,0.99,79.92,Australia,50.24
Science writer,Entertainment,Increasing,High,106746.58,Bachelor’s Degree,11,8341,8110,68.37,6.04,India,20.2
Broadcast journalist,IT,Increasing,High,107337.18,Bachelor’s Degree,4,9089,1588,95.84,57.4,USA,63.61
Operations geologist,Finance,Increasing,High,41731.3,Associate Degree,7,4660,6141,3.2,22.56,India,47.41
"Doctor, general practice",Manufacturing,Decreasing,High,142888.98,High School,12,887,5351,20.26,61.53,Brazil,72.99
Solicitor,Transportation,Increasing,High,46438.62,PhD,14,2110,7459,37.07,96.79,Germany,30.5
"Sound technician, broadcasting/film/video",Manufacturing,Decreasing,High,113169.56,Associate Degree,17,8871,7110,32.42,85.89,Germany,36.61
Media buyer,Retail,Decreasing,Moderate,68137.2,Bachelor’s Degree,11,4572,7500,60.68,33.12,USA,47.32
Bookseller,Manufacturing,Increasing,High,79468.21,PhD,9,1561,2922,20.29,51.69,Australia,58.34
"Radiographer, therapeutic",Manufacturing,Increasing,High,102566.24,PhD,0,3659,6777,6.71,69.14,Canada,44.2
Chiropractor,IT,Increasing,High,137758.65,PhD,7,4605,8906,18.96,53.11,USA,58.94
Technical author,Education,Increasing,Moderate,72023.69,High School,9,3351,7724,14.56,56.85,Canada,37.8
Automotive engineer,Education,Decreasing,Moderate,128876.66,Master’s Degree,3,2667,3307,68.51,77.07,India,77.8
Photographer,Education,Decreasing,Low,85010.64,PhD,3,690,4439,69.64,82.88,Australia,38.09
Research scientist (physical sciences),Healthcare,Increasing,Moderate,58610.23,PhD,17,1219,7053,22.52,4.45,Australia,21.63
"Investment banker, operational",Transportation,Increasing,High,86191.01,High School,15,1566,5140,72.18,93.32,India,40.56
Soil scientist,Transportation,Decreasing,High,113779.95,High School,8,6729,5839,67.76,45.11,USA,63.36
Electrical engineer,Transportation,Decreasing,Moderate,87854.09,Bachelor’s Degree,6,9996,1529,29.86,16.05,India,56.98
Travel agency manager,Transportation,Decreasing,Low,142945.47,PhD,2,3330,751,75.11,48.31,Germany,44.19
Dance movement psychotherapist,Manufacturing,Decreasing,Moderate,74592.01,Bachelor’s Degree,4,948,817,61.09,52.69,Brazil,24.35
"Social research officer, government",Manufacturing,Decreasing,High,85696.2,Associate Degree,10,8436,8952,27.03,71.28,Brazil,63.86
Local government officer,Finance,Decreasing,High,78512.43,Associate Degree,13,1603,3459,26.48,27.37,Canada,37.38
Publishing rights manager,Manufacturing,Decreasing,High,70239.34,Bachelor’s Degree,10,8256,3828,2.91,89.47,India,49.12
Special educational needs teacher,Entertainment,Decreasing,Low,129598.45,Bachelor’s Degree,13,9947,2489,57.98,12.42,Germany,63.89
Engineering geologist,Education,Decreasing,High,89135.16,PhD,18,1907,7741,43.12,15.85,USA,64.76
Banker,Finance,Decreasing,Moderate,64871.58,PhD,3,6126,190,74.24,38.58,India,28.62
Financial controller,Retail,Increasing,Moderate,98480.05,PhD,8,1824,5911,81.65,50.56,USA,63.48
Research scientist (physical sciences),Education,Decreasing,Moderate,149196.02,Associate Degree,6,1544,7158,24.71,0.44,Germany,44.61
Pathologist,Manufacturing,Decreasing,Low,106560.26,Bachelor’s Degree,2,892,3777,16.2,49.21,Australia,31.82
Mudlogger,Healthcare,Increasing,High,124221.43,Master’s Degree,1,8762,1523,17.68,90.63,Australia,70.69
Insurance risk surveyor,IT,Increasing,Moderate,50234.86,Bachelor’s Degree,8,8367,8261,99.49,89.98,Australia,62.54
Community education officer,IT,Decreasing,High,87377.53,PhD,8,5395,4805,65.89,40.78,China,25.53
"Surveyor, hydrographic",Entertainment,Decreasing,Moderate,137868.51,Master’s Degree,17,8964,545,42.54,60.98,Germany,62.59
Historic buildings inspector/conservation officer,Finance,Decreasing,Moderate,125590.51,High School,17,5855,3368,47.22,21.47,USA,70.09
Publishing rights manager,Retail,Increasing,High,71105.94,Master’s Degree,2,6894,584,81.57,38.44,China,28.63
Media planner,Finance,Increasing,Low,83650.29,Associate Degree,15,9922,7807,35.71,68.26,Canada,74.72
"Geologist, wellsite",Retail,Decreasing,Moderate,71803.55,Master’s Degree,9,1321,4788,38.05,63.07,India,48.62
Television production assistant,Entertainment,Increasing,Moderate,74482.24,High School,16,6343,1637,47.14,57.52,China,21.39
Charity fundraiser,Manufacturing,Increasing,High,79220.52,Master’s Degree,3,7430,6299,28.19,61.32,USA,61.84
Early years teacher,Transportation,Increasing,Low,68236.93,Associate Degree,13,623,2302,69.31,27.54,UK,25.93
Armed forces operational officer,Healthcare,Increasing,High,126326.54,Master’s Degree,9,2727,5967,18.79,50.18,Canada,36.29
Physiological scientist,Education,Increasing,Moderate,146520.79,Master’s Degree,18,3972,8962,94.64,23.2,Brazil,23.73
"Horticulturist, commercial",Healthcare,Decreasing,Moderate,108393.46,Associate Degree,12,6524,7857,94.89,40.4,India,73.15
Technical sales engineer,Transportation,Increasing,Moderate,108557.04,High School,8,7723,866,20.47,4.21,Canada,39.84
Dentist,Transportation,Decreasing,Moderate,91724.14,Bachelor’s Degree,10,2316,7612,42.74,36.08,Australia,70.32
Radio broadcast assistant,Finance,Increasing,Low,131568.86,Associate Degree,16,2394,1562,47.4,28.89,USA,20.42
Agricultural consultant,Transportation,Increasing,High,32819.44,Associate Degree,9,8524,2634,25.26,70.13,India,65.31
Chief Executive Officer,Manufacturing,Increasing,Low,100734.95,Master’s Degree,14,9295,2410,29.7,83.82,Brazil,21.35
Engineering geologist,Healthcare,Decreasing,Low,100171.74,PhD,18,3534,4336,42.57,71.3,China,63.32
"Buyer, industrial",Entertainment,Increasing,Moderate,111722.15,Master’s Degree,0,9227,3031,0.58,66.67,China,42.37
Tax inspector,IT,Decreasing,Moderate,97002.75,Associate Degree,15,1454,1386,17.38,93.62,Brazil,57.8
Personal assistant,Healthcare,Decreasing,High,57573.11,PhD,1,4711,8333,66.68,50.29,Australia,64.83
"Buyer, industrial",IT,Decreasing,Low,140453.77,Master’s Degree,0,674,7671,98.01,24.89,India,59.2
Soil scientist,IT,Increasing,Moderate,44500.73,Associate Degree,4,6988,9475,35.68,84.47,USA,57.49
Theatre director,Healthcare,Increasing,Low,81783.19,Master’s Degree,17,1785,5253,48.07,42.67,Germany,27.97
"Scientist, clinical (histocompatibility and immunogenetics)",Entertainment,Decreasing,Moderate,101261.29,Associate Degree,17,6996,6754,98.29,24.49,China,64.86
Contracting civil engineer,Entertainment,Increasing,Moderate,127602.99,Associate Degree,2,9212,6823,65.73,93.02,Germany,64.35
Pathologist,Healthcare,Decreasing,Low,131681.53,PhD,0,6671,9659,43.39,85.58,UK,76.9
Public house manager,Manufacturing,Decreasing,Moderate,139640.05,Bachelor’s Degree,2,6055,8657,53.31,78.55,Brazil,64.38
"Engineer, production",Transportation,Increasing,Low,106471.45,Associate Degree,12,7599,9400,16.47,3.19,India,50.54
Contractor,Transportation,Increasing,High,103537.8,Associate Degree,20,2498,8035,77.28,3.84,Germany,45.93
"Radiographer, therapeutic",IT,Increasing,Moderate,99881.97,Bachelor’s Degree,8,2405,8650,32.33,73.65,Brazil,45.86
Sales executive,Retail,Decreasing,High,107059.51,Associate Degree,8,7283,1180,65.51,48.8,China,59.21
Animator,IT,Increasing,Moderate,108391.99,Bachelor’s Degree,5,2908,5525,44.07,54.51,Canada,27.8
Paediatric nurse,Healthcare,Decreasing,Low,133927.91,Bachelor’s Degree,2,8126,6822,65.97,43.64,Germany,47.14
Museum/gallery conservator,Transportation,Increasing,Moderate,138592.35,Master’s Degree,15,7938,5439,27.34,9.08,Canada,54.89
Environmental health practitioner,Retail,Increasing,Low,76838.35,Master’s Degree,15,9594,4276,91.56,6.09,USA,67.84
"Lecturer, higher education",Healthcare,Increasing,Moderate,129691.18,Master’s Degree,1,2838,8631,26.91,58.96,UK,70.34
Investment analyst,Finance,Decreasing,Moderate,110300.2,Master’s Degree,6,1974,2191,69.03,70.83,China,43.07
Health and safety adviser,Healthcare,Decreasing,High,81383.11,PhD,20,246,8740,2.0,61.09,India,34.14
Child psychotherapist,Finance,Increasing,Low,43268.76,Associate Degree,9,4566,9684,80.59,66.55,China,27.52
"Engineer, materials",Retail,Decreasing,Moderate,58698.34,Associate Degree,0,8080,1406,88.14,57.67,USA,45.36
Metallurgist,Healthcare,Increasing,Moderate,32927.16,PhD,13,4245,6300,96.23,6.96,India,36.8
Commercial horticulturist,Education,Decreasing,Low,118464.24,Bachelor’s Degree,19,9353,292,51.18,48.36,China,41.0
Higher education careers adviser,Finance,Increasing,High,89921.65,Associate Degree,0,2032,8020,5.79,74.98,Canada,65.84
Holiday representative,Healthcare,Decreasing,Low,78004.74,PhD,4,6451,4914,39.27,30.92,Canada,57.32
Operational investment banker,Entertainment,Decreasing,Moderate,80065.34,Master’s Degree,19,9623,2683,36.08,48.29,Germany,26.41
Dispensing optician,Healthcare,Increasing,High,118258.12,Bachelor’s Degree,15,6670,7932,67.24,94.21,Australia,48.06
Health and safety inspector,Healthcare,Increasing,Moderate,85029.96,PhD,10,2445,5261,62.24,8.77,Germany,77.45
Medical secretary,Transportation,Increasing,High,125613.63,Master’s Degree,19,5178,8381,22.16,59.69,India,62.84
Games developer,Transportation,Increasing,Moderate,70447.74,Associate Degree,4,9307,4571,93.93,72.53,UK,33.22
Automotive engineer,Education,Decreasing,Moderate,40372.99,High School,7,1192,5736,66.56,76.27,UK,28.85
Building services engineer,Entertainment,Decreasing,Low,145633.31,Master’s Degree,20,5709,2758,95.5,96.94,Canada,38.81
Dietitian,Education,Decreasing,Low,48651.11,Master’s Degree,4,2301,451,36.52,61.35,China,57.04
"Teacher, secondary school",Healthcare,Increasing,High,145040.04,Bachelor’s Degree,15,9148,4245,69.36,15.92,China,33.64
"Sound technician, broadcasting/film/video",Healthcare,Increasing,Moderate,148241.84,High School,19,1081,1436,60.45,36.44,USA,59.07
"Nurse, mental health",Education,Decreasing,Moderate,50012.74,Bachelor’s Degree,8,3313,831,43.67,23.11,Germany,34.25
"Administrator, education",Education,Decreasing,Low,101722.56,PhD,12,7690,9311,9.64,94.37,Canada,33.46
Radio producer,Transportation,Increasing,High,101903.13,Associate Degree,9,1343,6067,25.05,23.59,China,78.83
Structural engineer,Transportation,Increasing,Low,82950.1,Master’s Degree,6,8103,5382,17.09,40.48,USA,79.91
"Chemist, analytical",Healthcare,Decreasing,High,114045.91,Associate Degree,20,872,4432,80.32,61.75,China,44.68
"Optician, dispensing",Healthcare,Increasing,Moderate,89027.7,Master’s Degree,18,4066,9759,9.53,48.16,UK,46.15
Pharmacologist,Entertainment,Decreasing,Moderate,131705.46,Associate Degree,7,5344,680,13.59,14.26,Brazil,30.67
Advertising art director,IT,Decreasing,Low,90756.03,High School,5,1210,7597,68.91,56.36,USA,34.2
Cytogeneticist,Retail,Decreasing,High,89069.22,High School,5,8216,3870,54.01,20.15,USA,45.83
Museum/gallery curator,Finance,Increasing,High,73591.46,Master’s Degree,14,1219,8120,87.39,95.6,UK,75.75
Logistics and distribution manager,Transportation,Increasing,Low,35298.56,Bachelor’s Degree,8,9327,6677,15.92,21.53,Australia,44.51
Communications engineer,Retail,Decreasing,Low,39757.51,Bachelor’s Degree,14,7805,7496,41.48,76.15,China,68.01
Research scientist (life sciences),Education,Increasing,Moderate,112369.6,High School,8,7737,8205,91.71,75.29,Canada,28.8
"Designer, blown glass/stained glass",Education,Decreasing,Low,118972.26,High School,7,1606,4280,67.43,63.63,Brazil,53.07
"Scientist, audiological",Transportation,Increasing,Moderate,62694.46,Associate Degree,3,9674,8008,5.39,11.21,Germany,38.03
"Therapist, art",IT,Increasing,Low,110974.95,Associate Degree,7,5262,4262,8.86,59.78,Canada,25.29
"Surveyor, building",IT,Increasing,Moderate,125035.77,High School,16,4268,5629,4.29,25.29,Australia,56.55
Holiday representative,Manufacturing,Increasing,Moderate,128092.84,High School,15,6689,2761,75.97,2.66,China,68.2
Theatre manager,Finance,Decreasing,Moderate,146753.88,Master’s Degree,9,9301,9849,72.17,55.75,Brazil,76.93
Facilities manager,Entertainment,Decreasing,High,41190.38,Bachelor’s Degree,8,7345,3543,44.0,49.74,UK,39.94
"Psychologist, occupational",IT,Increasing,Low,75771.07,High School,15,737,6401,78.71,8.26,Brazil,63.54
Trade mark attorney,Finance,Decreasing,Low,129904.06,PhD,3,1275,7227,46.72,96.04,Brazil,59.63
"Production designer, theatre/television/film",Transportation,Increasing,High,98419.82,Bachelor’s Degree,2,9975,4069,39.0,98.79,USA,21.19
Meteorologist,Manufacturing,Decreasing,Low,148779.02,High School,1,5624,876,15.47,31.07,China,35.83
Environmental health practitioner,Education,Increasing,Low,54944.83,PhD,3,3056,5911,75.42,82.43,India,55.39
"Sales professional, IT",Manufacturing,Decreasing,Moderate,71426.91,Associate Degree,2,6095,5517,46.08,88.33,India,52.94
Chartered certified accountant,Healthcare,Increasing,Low,95059.43,High School,6,9709,3678,40.09,78.37,Canada,30.16
"Education officer, community",Education,Decreasing,High,114027.93,PhD,5,7077,7484,15.46,68.19,Germany,38.6
"Designer, blown glass/stained glass",Retail,Increasing,Moderate,30207.59,Associate Degree,8,3389,6349,9.14,47.83,Germany,64.91
"Investment banker, corporate",IT,Decreasing,Moderate,94733.27,Associate Degree,16,6986,9090,20.87,24.09,Australia,75.55
Radiation protection practitioner,Transportation,Decreasing,Moderate,74971.38,Associate Degree,12,2634,2614,34.27,55.63,Brazil,71.36
"Psychologist, prison and probation services",Entertainment,Decreasing,High,84916.44,Bachelor’s Degree,3,3645,5061,29.68,68.57,Australia,44.29
Clinical molecular geneticist,Finance,Decreasing,Moderate,61082.88,Associate Degree,5,4860,8146,62.32,27.09,Canada,77.25
Human resources officer,Education,Increasing,Moderate,134652.12,Associate Degree,12,318,9933,21.57,48.32,Canada,39.28
Financial controller,Finance,Increasing,Moderate,74138.93,PhD,14,4710,636,54.18,53.82,Brazil,49.92
"Engineer, building services",Healthcare,Decreasing,High,120463.12,High School,2,222,3795,76.76,35.28,USA,62.7
"Education officer, community",Transportation,Increasing,High,38464.84,Associate Degree,6,8611,8671,49.69,78.29,Canada,60.36
Dealer,Healthcare,Decreasing,Low,34925.81,Associate Degree,1,2715,8194,44.04,7.57,Canada,28.61
Lawyer,Entertainment,Increasing,Low,85618.47,Bachelor’s Degree,13,2155,2824,88.49,37.05,Canada,25.19
"Radiographer, therapeutic",Healthcare,Decreasing,High,55992.13,Associate Degree,17,397,7758,32.13,88.15,India,33.22
"Lighting technician, broadcasting/film/video",Finance,Decreasing,Moderate,120513.29,High School,4,3978,780,34.56,13.62,Germany,62.59
Financial risk analyst,Retail,Increasing,Moderate,142960.15,Associate Degree,1,2431,2235,35.36,51.8,Germany,34.19
IT sales professional,IT,Decreasing,Moderate,141678.87,PhD,18,5735,2074,34.71,11.72,Brazil,34.14
Architect,Finance,Increasing,High,50939.01,Master’s Degree,1,8646,2629,72.34,40.01,Brazil,76.69
Clinical molecular geneticist,Entertainment,Increasing,Low,73443.05,Bachelor’s Degree,10,6877,7690,71.81,84.48,USA,56.51
Print production planner,IT,Decreasing,Moderate,55465.59,PhD,2,5338,9525,18.68,70.59,Canada,45.11
Art gallery manager,Entertainment,Decreasing,Moderate,122444.52,PhD,3,9181,9996,15.28,89.13,Canada,20.89
"Psychotherapist, dance movement",IT,Increasing,Moderate,140556.58,Master’s Degree,3,2746,2859,50.14,82.95,UK,62.61
Print production planner,Education,Decreasing,Low,122312.24,Master’s Degree,6,5680,2474,66.13,10.92,Canada,34.26
"Administrator, charities/voluntary organisations",Manufacturing,Decreasing,High,81860.64,PhD,18,2831,6460,56.02,81.53,Germany,20.78
"Scientist, marine",Entertainment,Decreasing,Low,48666.6,High School,20,8677,8408,21.56,24.57,Australia,41.7
Hotel manager,Finance,Increasing,Low,35626.65,Bachelor’s Degree,10,1797,6396,96.53,84.93,Australia,78.56
Medical laboratory scientific officer,Retail,Increasing,Low,44489.5,PhD,18,8562,3883,11.44,77.28,UK,43.73
Television floor manager,Retail,Increasing,Moderate,36226.89,High School,8,5069,5493,64.54,10.33,Canada,39.18
Manufacturing engineer,Finance,Increasing,Moderate,86984.84,Associate Degree,2,9218,6250,52.71,49.91,India,56.87
Speech and language therapist,Transportation,Decreasing,Low,80561.46,Master’s Degree,2,9711,6950,44.85,50.79,Canada,31.84
Contractor,Manufacturing,Increasing,High,40539.59,High School,18,3019,4449,88.0,95.3,Australia,54.86
Operations geologist,Manufacturing,Increasing,Moderate,56744.45,Bachelor’s Degree,7,7849,3039,98.48,51.7,USA,33.82
Visual merchandiser,Transportation,Decreasing,Low,40258.97,PhD,2,8268,9303,10.61,68.86,Australia,70.0
Ranger/warden,Healthcare,Increasing,High,75728.36,Bachelor’s Degree,6,6658,7149,20.58,61.47,Australia,39.14
Press sub,Manufacturing,Increasing,Low,69386.57,High School,18,5517,6931,0.31,52.32,Brazil,35.3
Geoscientist,Education,Decreasing,Low,84595.79,Master’s Degree,18,6710,4658,48.62,78.32,China,28.34
Ceramics designer,Education,Increasing,Low,91046.19,Associate Degree,14,4333,5737,67.54,64.12,UK,77.56
"Psychologist, clinical",IT,Decreasing,High,126048.53,High School,5,8452,1715,37.43,60.4,Canada,55.15
Accommodation manager,Education,Decreasing,Moderate,130057.78,Bachelor’s Degree,15,1941,4236,62.46,76.67,USA,38.98
Editorial assistant,Retail,Increasing,High,59026.74,High School,20,780,7088,57.88,70.7,Canada,61.88
Video editor,Manufacturing,Decreasing,High,83645.94,Bachelor’s Degree,0,628,5864,23.54,81.23,India,27.42
Research scientist (medical),Entertainment,Decreasing,Low,34430.94,High School,16,8401,8764,55.32,92.65,India,62.23
Clothing/textile technologist,Education,Increasing,High,85199.23,Bachelor’s Degree,13,5342,3984,6.07,47.78,Germany,32.33
"Scientist, research (maths)",Retail,Increasing,Moderate,88058.34,PhD,20,1252,7588,72.29,37.34,India,46.31
Theatre director,Transportation,Increasing,Low,109420.99,Master’s Degree,18,8562,5831,32.35,75.23,Brazil,77.31
Meteorologist,IT,Decreasing,Low,144869.46,High School,16,3074,9321,27.45,37.6,USA,71.07
"Therapist, horticultural",Manufacturing,Increasing,Moderate,124630.76,High School,4,9330,6727,58.28,37.45,Canada,28.19
"Biochemist, clinical",IT,Increasing,Low,89208.0,PhD,11,182,7777,19.3,53.88,UK,76.17
Oncologist,Entertainment,Increasing,High,68003.08,Associate Degree,7,2442,4699,97.01,96.74,China,67.96
Medical sales representative,Finance,Decreasing,High,94266.41,Master’s Degree,0,8702,2723,24.29,88.33,India,38.56
Chartered public finance accountant,Healthcare,Decreasing,Low,135952.94,Master’s Degree,9,2186,1256,45.45,50.64,India,61.24
Speech and language therapist,Manufacturing,Increasing,Low,122207.32,PhD,6,3007,4517,57.62,59.99,India,38.92
Retail merchandiser,Finance,Decreasing,Moderate,31871.12,Master’s Degree,3,5317,6847,84.09,0.27,Canada,75.61
Merchant navy officer,Healthcare,Decreasing,Moderate,115403.62,Bachelor’s Degree,1,7512,1152,10.72,83.55,Canada,76.29
"Development worker, international aid",Retail,Increasing,Low,129890.55,Master’s Degree,0,3063,7646,5.29,39.0,Canada,38.27
Contracting civil engineer,Entertainment,Decreasing,Moderate,131881.48,Master’s Degree,1,5055,5449,38.32,79.07,USA,72.13
Sub,Manufacturing,Increasing,Low,117713.1,PhD,6,8997,1891,26.65,62.95,India,61.18
"Administrator, sports",Manufacturing,Decreasing,High,40964.78,Master’s Degree,13,3645,2980,16.94,59.22,Canada,77.16
Plant breeder/geneticist,Manufacturing,Decreasing,Moderate,42873.81,Associate Degree,18,4538,7134,73.98,88.47,UK,24.54
Textile designer,Education,Increasing,Moderate,85781.83,Associate Degree,18,5675,6832,11.54,64.56,USA,49.8
"Teacher, special educational needs",Education,Decreasing,High,140727.56,High School,11,8919,373,57.98,19.54,India,20.06
Herpetologist,Retail,Increasing,Moderate,130571.68,Associate Degree,0,4343,6789,58.17,58.64,UK,78.67
"Radiographer, diagnostic",Entertainment,Decreasing,Moderate,64735.73,High School,9,7710,4198,73.1,31.67,USA,24.68
Video editor,Healthcare,Increasing,High,122188.2,High School,0,366,4093,32.45,62.96,India,70.38
Records manager,Retail,Increasing,High,142961.27,PhD,12,4448,6394,35.6,13.69,India,29.73
Firefighter,Entertainment,Decreasing,High,140554.51,High School,13,5167,9048,13.48,11.05,Brazil,61.3
"Exhibitions officer, museum/gallery",Education,Decreasing,High,137764.56,PhD,14,4942,785,27.63,71.19,Australia,71.71
Chief Marketing Officer,Finance,Increasing,Moderate,96683.3,Associate Degree,13,4482,3652,33.29,78.17,Germany,47.91
Financial manager,Healthcare,Decreasing,High,30936.97,Associate Degree,20,5637,6813,11.77,35.56,Brazil,52.21
"Engineer, civil (consulting)",Transportation,Increasing,Moderate,77162.72,Bachelor’s Degree,15,1487,7624,69.62,41.34,India,50.99
Toxicologist,Transportation,Decreasing,High,98874.91,High School,17,5911,1159,95.82,61.88,UK,76.53
Radiation protection practitioner,Manufacturing,Increasing,High,68691.08,PhD,15,2254,7449,11.57,20.66,India,70.96
Sales promotion account executive,Manufacturing,Increasing,Low,95609.2,Associate Degree,11,2264,357,15.3,84.93,Germany,31.26
Cartographer,IT,Increasing,Moderate,65255.2,Bachelor’s Degree,20,144,7446,0.03,76.1,Germany,32.74
Health service manager,IT,Decreasing,Low,78444.16,Associate Degree,15,2670,8499,75.52,35.87,Germany,29.21
"Lecturer, higher education",Manufacturing,Decreasing,Low,57489.74,Bachelor’s Degree,16,3101,1314,80.14,29.38,India,65.58
Haematologist,Healthcare,Increasing,Moderate,130035.42,Associate Degree,1,6683,3171,34.85,50.77,Canada,68.87
Insurance account manager,Education,Decreasing,Moderate,58285.69,Associate Degree,14,149,8015,64.13,40.35,USA,54.64
Chief Operating Officer,Healthcare,Increasing,High,148123.24,Bachelor’s Degree,9,2930,5347,85.13,99.63,UK,59.65
"Programmer, systems",Entertainment,Increasing,Moderate,43223.59,High School,0,4704,8593,60.58,52.91,USA,77.89
"Administrator, local government",Manufacturing,Decreasing,Low,86667.53,High School,20,5017,351,17.41,60.25,Canada,35.32
"Pharmacist, hospital",IT,Decreasing,Moderate,61818.71,Associate Degree,16,468,2607,46.62,98.29,China,66.23
Dispensing optician,Transportation,Increasing,Moderate,82462.17,PhD,7,9964,304,55.48,71.65,UK,67.11
"Secretary, company",Education,Increasing,High,55842.61,Associate Degree,10,985,1286,84.14,13.39,China,56.04
"Editor, film/video",Manufacturing,Decreasing,Low,108017.27,High School,15,6808,3272,80.86,90.57,Australia,35.71
Call centre manager,Entertainment,Increasing,Low,115329.77,Bachelor’s Degree,20,8666,4384,8.1,83.76,Germany,50.38
Mining engineer,Healthcare,Increasing,Low,86165.08,Associate Degree,9,7910,8958,86.31,29.14,Brazil,72.17
Garment/textile technologist,Manufacturing,Decreasing,High,48010.9,Associate Degree,0,4613,2963,70.04,75.97,Brazil,38.1
"Scientist, research (maths)",Manufacturing,Increasing,Moderate,103126.94,High School,6,6413,4807,15.05,42.78,China,21.72
Multimedia programmer,IT,Decreasing,Low,47900.76,High School,16,6113,2987,61.62,81.19,USA,23.54
"Editor, magazine features",Manufacturing,Increasing,Low,38219.23,PhD,18,336,1254,68.63,49.88,Canada,65.2
Herbalist,Manufacturing,Decreasing,High,142663.04,PhD,10,1049,527,39.8,77.87,China,75.7
Ceramics designer,Retail,Increasing,High,37697.82,Bachelor’s Degree,7,6512,3267,32.98,80.12,Australia,23.08
Science writer,Education,Decreasing,High,107062.29,Master’s Degree,6,639,3631,41.29,19.3,UK,57.16
Best boy,Education,Increasing,Low,131833.57,Associate Degree,6,9083,3945,45.89,92.95,Germany,52.64
Writer,Healthcare,Decreasing,High,144731.3,PhD,20,956,3718,83.33,8.85,India,48.72
"Sales professional, IT",Transportation,Decreasing,High,140858.59,Master’s Degree,1,6629,7196,85.92,97.97,USA,62.91
Tree surgeon,Retail,Decreasing,High,92295.64,Master’s Degree,2,9144,2996,41.35,70.93,China,22.23
"Research officer, government",Entertainment,Decreasing,Moderate,72407.67,Master’s Degree,6,138,8727,69.24,70.64,USA,37.17
Medical technical officer,Healthcare,Decreasing,High,73278.78,Bachelor’s Degree,15,3837,6813,59.65,79.7,Brazil,28.98
Legal executive,Education,Decreasing,Moderate,109793.09,Bachelor’s Degree,14,882,6401,31.12,43.93,Germany,24.39
Conference centre manager,Manufacturing,Increasing,Low,119719.88,Master’s Degree,16,9335,6357,50.68,21.64,China,74.79
Chief Operating Officer,Manufacturing,Increasing,Moderate,133204.57,High School,13,6330,7950,19.61,94.18,UK,79.48
Curator,IT,Increasing,Low,133325.71,High School,15,7377,2151,61.67,77.86,UK,48.99
Meteorologist,Education,Increasing,Low,129589.14,Bachelor’s Degree,17,5376,5133,85.12,99.99,Australia,29.36
"Surveyor, building",Finance,Increasing,Moderate,128014.71,PhD,17,9381,3549,94.24,17.68,Germany,38.91
Camera operator,Education,Increasing,Low,105458.76,Associate Degree,11,2206,4427,1.66,44.2,China,60.28
"Administrator, sports",Manufacturing,Decreasing,Moderate,101779.66,Master’s Degree,16,277,9210,98.09,4.79,Australia,63.94
Clinical psychologist,Healthcare,Increasing,Moderate,145630.96,Associate Degree,13,610,1531,20.54,70.04,USA,35.04
Higher education careers adviser,Healthcare,Decreasing,Moderate,78763.37,Bachelor’s Degree,17,5735,8483,45.85,27.04,Australia,43.69
Clinical molecular geneticist,IT,Decreasing,High,46622.34,PhD,8,421,3091,74.83,28.53,Germany,70.78
Clinical embryologist,Healthcare,Increasing,High,112846.3,High School,18,1326,5076,1.7,89.51,Germany,24.07
Animal technologist,Healthcare,Increasing,Low,52433.17,Bachelor’s Degree,0,317,9150,5.25,99.84,China,52.42
"Loss adjuster, chartered",Healthcare,Increasing,Moderate,136669.68,High School,15,966,745,68.71,4.26,UK,69.33
"Sound technician, broadcasting/film/video",Education,Increasing,Low,46932.82,Bachelor’s Degree,9,8708,729,55.71,51.68,Brazil,73.26
"Producer, radio",Entertainment,Increasing,Low,89997.78,High School,9,6466,7055,2.9,48.19,USA,33.73
"Pharmacist, hospital",Retail,Increasing,Low,68561.8,Master’s Degree,4,7004,3924,0.26,27.5,India,73.32
Biomedical engineer,Manufacturing,Increasing,Moderate,50891.54,Master’s Degree,19,3851,2469,97.26,82.21,India,51.91
Amenity horticulturist,Healthcare,Decreasing,High,68401.43,Associate Degree,5,1531,7948,84.2,95.73,UK,25.5
Proofreader,Healthcare,Decreasing,Low,98919.21,Associate Degree,9,9167,5031,15.7,60.3,Brazil,49.14
General practice doctor,Finance,Decreasing,High,121963.64,Master’s Degree,6,9580,5260,7.32,74.09,China,45.36
Plant breeder/geneticist,IT,Increasing,High,83271.51,Master’s Degree,15,8308,8389,4.97,62.7,China,79.75
"Accountant, chartered public finance",Retail,Increasing,Low,53945.82,High School,5,5826,1130,67.53,95.46,Brazil,28.92
Petroleum engineer,Entertainment,Increasing,High,37737.58,High School,18,5336,2120,87.7,21.43,UK,52.63
Artist,Retail,Decreasing,High,98732.55,Bachelor’s Degree,17,2571,5799,0.55,8.71,Canada,50.83
Commercial horticulturist,Transportation,Decreasing,Moderate,39072.11,High School,14,2095,1300,98.33,26.65,UK,47.8
IT technical support officer,IT,Decreasing,Low,32763.67,PhD,0,1319,7882,78.55,2.2,Australia,50.31
Stage manager,Transportation,Decreasing,Low,50491.19,Master’s Degree,19,7940,7761,88.23,65.69,Germany,53.98
Broadcast engineer,Finance,Decreasing,High,55250.23,High School,11,928,5358,58.06,9.94,China,21.66
Police officer,Education,Increasing,Moderate,89429.91,PhD,1,5281,8660,58.5,94.83,Canada,75.91
Patent attorney,Manufacturing,Decreasing,Moderate,109607.55,Master’s Degree,15,8500,2009,21.32,27.3,USA,24.27
Purchasing manager,Finance,Increasing,Moderate,143374.89,Master’s Degree,0,2519,1624,73.27,95.3,Germany,65.95
Fisheries officer,Transportation,Decreasing,Low,145262.56,Bachelor’s Degree,10,3470,7171,58.08,22.3,Canada,51.71
Lawyer,Education,Increasing,Low,145743.62,PhD,14,8893,274,77.12,49.93,UK,47.81
Cartographer,Retail,Increasing,High,128798.32,Associate Degree,7,256,9600,1.29,72.8,Brazil,40.6
"Designer, textile",IT,Increasing,Moderate,100830.27,Bachelor’s Degree,19,7368,6232,71.84,19.54,Canada,21.71
Health promotion specialist,Manufacturing,Decreasing,High,59736.25,Master’s Degree,2,2855,5595,92.01,47.19,UK,20.87
Veterinary surgeon,Retail,Decreasing,High,56400.25,Bachelor’s Degree,16,7327,2576,86.87,30.03,India,57.79
"Accountant, chartered certified",IT,Increasing,High,82356.78,Associate Degree,3,3703,7649,49.29,72.01,UK,68.82
"Buyer, retail",Manufacturing,Decreasing,High,69805.77,PhD,15,4111,4476,39.81,96.48,Brazil,47.95
"Therapist, drama",Healthcare,Increasing,High,105843.63,PhD,5,1279,5302,93.92,92.82,Germany,71.44
Associate Professor,Finance,Decreasing,High,86399.81,Bachelor’s Degree,19,5883,4085,49.37,14.13,India,23.58
Video editor,Entertainment,Increasing,Moderate,126584.39,Master’s Degree,4,2123,5965,86.63,64.44,Canada,62.62
Industrial buyer,Healthcare,Increasing,Moderate,123025.06,PhD,16,7194,8147,61.07,56.95,Australia,60.95
Minerals surveyor,Transportation,Decreasing,High,141220.27,Master’s Degree,11,2723,3228,88.15,90.08,China,75.03
"Engineer, communications",Retail,Increasing,Low,137027.76,High School,5,2937,4033,55.13,12.66,China,69.24
"Social research officer, government",Healthcare,Increasing,High,34805.17,Associate Degree,8,2109,1725,36.11,33.83,USA,47.38
Bookseller,Manufacturing,Decreasing,Moderate,123549.46,Associate Degree,10,1665,6607,57.08,0.12,India,46.01
Software engineer,Transportation,Decreasing,Low,108817.53,Associate Degree,13,3494,2401,25.83,70.26,USA,75.38
Human resources officer,Education,Decreasing,Moderate,90631.3,Bachelor’s Degree,0,3294,5758,22.33,69.69,Brazil,51.98
"Education officer, museum",IT,Increasing,Low,57056.09,High School,17,1041,8218,70.88,73.8,UK,72.09
Art gallery manager,IT,Increasing,High,130007.92,High School,19,6364,1761,23.24,50.21,Germany,39.18
Dancer,Finance,Increasing,High,121053.9,Master’s Degree,9,1471,302,61.62,6.67,India,53.39
Soil scientist,Retail,Increasing,Low,88356.15,Bachelor’s Degree,19,3770,9258,72.99,53.31,Brazil,50.63
Sub,IT,Decreasing,High,53811.18,High School,8,9285,654,63.67,77.22,Canada,35.62
"Engineer, civil (consulting)",Transportation,Decreasing,Moderate,97581.44,PhD,10,5696,9432,26.44,5.67,Germany,23.95
Energy engineer,IT,Increasing,Moderate,146687.31,PhD,18,853,4915,81.78,8.26,Australia,63.99
Food technologist,Healthcare,Increasing,High,35702.88,High School,14,5341,1613,90.47,90.99,Australia,70.85
Furniture designer,IT,Decreasing,Low,55865.1,PhD,15,7325,393,24.05,79.04,Canada,27.53
"Psychotherapist, dance movement",IT,Decreasing,Low,110867.18,High School,4,3632,3421,1.76,23.31,Australia,44.53
Archivist,Healthcare,Decreasing,High,108282.31,Associate Degree,20,7473,7188,57.79,17.8,India,77.18
Education administrator,Education,Decreasing,High,127072.35,High School,11,8687,1407,61.91,5.05,Australia,60.64
Film/video editor,Finance,Increasing,Low,132535.81,PhD,1,3892,5311,93.31,75.81,Germany,70.12
Nature conservation officer,IT,Increasing,High,134135.65,Associate Degree,0,6312,9860,60.8,0.15,UK,23.94
Historic buildings inspector/conservation officer,Retail,Increasing,Low,37751.31,Associate Degree,5,1896,2455,31.1,39.77,Australia,66.16
"Surveyor, building",Finance,Increasing,Low,66327.42,Master’s Degree,14,8041,1415,95.67,72.82,USA,73.06
Psychotherapist,Retail,Increasing,Low,144346.03,High School,3,1778,5565,32.92,52.03,Australia,47.04
Associate Professor,Finance,Decreasing,Moderate,62009.02,Master’s Degree,11,6723,7744,60.44,39.58,USA,24.96
Production manager,Transportation,Increasing,Moderate,98785.58,Master’s Degree,4,8670,1993,4.69,71.96,China,44.51
"Optician, dispensing",Retail,Increasing,Moderate,92077.64,PhD,18,8480,1980,21.5,31.04,USA,60.13
"Surveyor, building control",Transportation,Decreasing,Moderate,113737.9,Master’s Degree,2,9684,4763,28.82,33.36,Australia,46.06
Health visitor,Entertainment,Increasing,High,55355.84,PhD,11,8132,3030,46.81,42.31,India,49.34
Pension scheme manager,Retail,Decreasing,Low,75184.45,PhD,5,2624,9696,89.92,90.01,China,42.45
Ambulance person,Education,Decreasing,Low,55850.17,Associate Degree,8,4627,6828,37.55,36.64,India,75.43
Sub,IT,Increasing,Low,60030.37,Master’s Degree,10,2097,376,21.3,15.29,Germany,51.09
Market researcher,Transportation,Increasing,Low,109253.29,Bachelor’s Degree,14,7756,8638,84.29,13.49,USA,75.86
"Physicist, medical",Finance,Increasing,Moderate,99524.71,Associate Degree,17,3312,208,46.04,26.82,USA,60.12
Radiation protection practitioner,IT,Decreasing,High,95695.12,High School,0,1973,5026,49.72,69.0,UK,68.96
Consulting civil engineer,IT,Decreasing,Low,143995.56,Master’s Degree,5,1760,2989,33.78,88.77,Brazil,30.8
Nutritional therapist,Entertainment,Increasing,Low,112289.13,High School,20,4769,705,38.34,65.69,USA,44.76
"Secretary, company",Retail,Decreasing,High,147984.83,High School,12,6045,9314,79.43,82.11,Germany,23.38
Herbalist,Retail,Increasing,Low,90739.33,PhD,2,1211,1301,38.8,4.77,Germany,51.99
Occupational therapist,Entertainment,Increasing,High,128235.92,Bachelor’s Degree,16,7754,7812,0.37,9.55,USA,54.8
Company secretary,Entertainment,Increasing,Moderate,141480.75,High School,0,1939,1766,88.14,59.74,Brazil,41.85
Stage manager,Finance,Increasing,High,66380.65,Master’s Degree,10,7430,4607,30.27,84.11,UK,53.57
Special educational needs teacher,Entertainment,Decreasing,High,117926.22,Bachelor’s Degree,10,6163,7239,81.58,33.37,China,72.94
Secretary/administrator,Retail,Decreasing,Low,79489.49,Bachelor’s Degree,15,3313,7467,34.82,80.41,USA,35.62
"Designer, graphic",Entertainment,Decreasing,Moderate,148348.31,Master’s Degree,9,1218,2011,30.73,20.43,China,74.01
Clinical embryologist,Education,Decreasing,Moderate,84414.6,Master’s Degree,4,3999,949,19.94,57.25,Brazil,42.87
Mudlogger,Finance,Decreasing,High,129621.02,PhD,3,8951,5780,49.18,86.34,Brazil,58.03
Community development worker,Manufacturing,Increasing,Low,69782.65,Associate Degree,19,6963,6473,2.05,6.55,Australia,68.26
Professor Emeritus,IT,Increasing,Moderate,132513.05,High School,13,3153,197,11.99,79.74,Canada,74.66
Learning disability nurse,IT,Decreasing,Moderate,110675.15,PhD,14,7012,9232,10.76,39.04,UK,21.57
Manufacturing systems engineer,Healthcare,Decreasing,Low,39676.89,Associate Degree,17,6323,8871,99.79,90.96,USA,23.57
Armed forces operational officer,IT,Increasing,Moderate,60947.27,High School,13,2605,6963,77.6,87.2,Canada,54.44
"Producer, radio",Manufacturing,Increasing,High,125526.37,PhD,5,9394,9160,77.6,36.24,Brazil,62.9
Environmental manager,Finance,Decreasing,High,144377.6,Bachelor’s Degree,6,4931,211,2.15,79.12,China,23.63
Aeronautical engineer,IT,Decreasing,Moderate,121553.06,High School,1,6592,8617,86.31,72.19,Canada,42.03
Ceramics designer,Retail,Decreasing,Moderate,103217.06,Associate Degree,7,8694,7549,35.69,57.15,Canada,75.59
"Research officer, political party",Retail,Increasing,Moderate,142065.67,Associate Degree,13,2898,540,31.14,25.79,UK,26.71
"Nurse, adult",Manufacturing,Decreasing,Low,60548.87,PhD,16,4044,438,96.89,1.07,Germany,32.83
"Therapist, nutritional",Finance,Decreasing,Moderate,67476.22,Bachelor’s Degree,8,2230,7162,44.57,83.6,UK,70.5
Pharmacologist,Healthcare,Decreasing,Moderate,84811.49,Associate Degree,14,3227,6573,94.76,76.38,USA,40.14
Psychiatric nurse,Entertainment,Increasing,Moderate,140005.23,High School,8,4714,7571,20.37,50.07,UK,75.68
Associate Professor,Transportation,Increasing,Low,73243.04,Master’s Degree,15,6646,4373,61.28,28.71,Australia,30.46
Financial trader,Retail,Increasing,Moderate,86372.16,PhD,4,6628,9581,54.5,95.69,India,62.49
Private music teacher,Retail,Increasing,Low,77326.98,PhD,17,1994,970,80.5,49.56,USA,22.09
Magazine features editor,Retail,Decreasing,Moderate,45522.36,Associate Degree,15,4111,5750,82.88,73.84,Brazil,32.06
Wellsite geologist,Healthcare,Increasing,High,146061.5,High School,4,2216,4554,4.09,43.49,Germany,35.41
Sub,Transportation,Increasing,High,96683.58,Associate Degree,7,5839,7046,57.54,80.56,Germany,56.66
Electrical engineer,Manufacturing,Decreasing,Moderate,82806.23,Master’s Degree,15,2085,6221,48.07,0.06,China,48.86
Broadcast journalist,Healthcare,Decreasing,Low,87145.99,Bachelor’s Degree,3,9368,363,53.45,53.81,UK,26.49
Community pharmacist,Transportation,Increasing,Moderate,44600.01,Associate Degree,14,3738,9825,72.59,72.93,Australia,71.61
Land,Entertainment,Decreasing,Moderate,53447.33,Master’s Degree,5,7584,8249,37.17,56.1,Australia,33.05
"Production assistant, television",Entertainment,Increasing,Low,118068.81,PhD,14,839,1377,53.43,24.47,Australia,57.19
"Civil engineer, consulting",Transportation,Increasing,Low,36980.72,PhD,2,3433,2754,4.17,10.76,India,54.45
"Nurse, children's",Education,Decreasing,High,42464.77,Master’s Degree,11,2880,7851,39.22,95.75,UK,40.6
"Engineer, petroleum",IT,Decreasing,High,77187.01,Master’s Degree,20,8641,4277,74.17,20.85,Brazil,72.19
Estate manager/land agent,Entertainment,Decreasing,Moderate,50873.24,Master’s Degree,1,8185,3377,13.58,31.38,India,40.29
"Chemist, analytical",Retail,Increasing,Moderate,132687.23,Bachelor’s Degree,17,5970,2107,6.63,68.19,India,38.68
Health and safety adviser,IT,Increasing,Moderate,37689.52,Associate Degree,9,5324,6325,6.89,35.65,Germany,73.67
Chief Marketing Officer,Transportation,Increasing,Low,125838.36,Master’s Degree,6,5723,1076,31.98,66.46,India,30.4
Armed forces logistics/support/administrative officer,Retail,Increasing,Low,66310.5,Associate Degree,5,205,8898,76.27,86.85,China,33.52
Toxicologist,Retail,Decreasing,Low,51247.77,Master’s Degree,8,1320,6074,72.13,29.71,Germany,49.51
"Scientist, biomedical",IT,Increasing,Low,97452.81,Master’s Degree,13,1440,8534,12.39,22.07,Australia,62.57
Research scientist (life sciences),IT,Increasing,Moderate,62931.55,Associate Degree,12,2516,9387,56.93,92.43,Brazil,36.05
"Doctor, hospital",Entertainment,Increasing,Low,58156.84,Bachelor’s Degree,3,7247,9727,99.09,97.0,USA,75.01
"Development worker, international aid",Healthcare,Decreasing,High,130128.39,High School,3,9790,2536,64.85,65.28,India,20.75
"Education officer, museum",IT,Decreasing,Moderate,92148.0,Bachelor’s Degree,7,335,8385,36.28,22.17,UK,37.18
Industrial buyer,Retail,Increasing,High,75484.85,Master’s Degree,7,4828,1425,35.04,67.81,India,47.88
Travel agency manager,IT,Decreasing,High,44926.4,High School,16,3042,525,49.68,93.26,Australia,40.23
Press sub,Healthcare,Decreasing,Low,52148.18,Bachelor’s Degree,2,5013,3662,55.46,1.74,USA,51.65
Hydrographic surveyor,Transportation,Increasing,Moderate,35384.14,PhD,19,4924,1132,3.22,88.73,China,35.94
"Geologist, engineering",Transportation,Decreasing,High,92722.38,High School,14,9287,5170,50.38,85.73,USA,78.21
Medical laboratory scientific officer,Manufacturing,Increasing,Low,129607.39,Bachelor’s Degree,8,6723,2260,25.54,54.48,UK,46.54
Television camera operator,Transportation,Increasing,High,84459.65,Bachelor’s Degree,4,6572,2419,9.1,58.89,Brazil,57.9
Market researcher,Manufacturing,Decreasing,High,38235.83,High School,10,5805,7025,13.48,31.55,UK,72.33
Public affairs consultant,IT,Decreasing,High,138508.85,Master’s Degree,2,677,8069,21.42,95.47,India,33.1
"Conservation officer, historic buildings",Transportation,Increasing,High,130592.02,Master’s Degree,17,5900,3823,77.71,30.96,Brazil,79.62
Newspaper journalist,Transportation,Increasing,Moderate,130285.47,Master’s Degree,16,3455,4860,11.12,19.54,Germany,62.45
Museum education officer,Finance,Decreasing,Moderate,66351.65,Master’s Degree,0,1881,6763,87.43,16.92,China,73.24
Television camera operator,Finance,Increasing,High,140771.67,Associate Degree,0,8803,8422,68.41,37.08,India,36.68
"Engineer, drilling",Finance,Increasing,Moderate,109435.51,Associate Degree,0,658,4414,94.13,18.97,India,42.39
Psychotherapist,Entertainment,Decreasing,High,133472.65,Associate Degree,0,5255,2425,8.93,12.35,Brazil,63.45
Actuary,Education,Decreasing,Moderate,139430.14,High School,1,5769,2439,66.82,20.15,UK,27.37
Building surveyor,IT,Increasing,Moderate,144693.16,Bachelor’s Degree,18,8071,7481,90.25,29.98,USA,52.11
"Therapist, art",Transportation,Increasing,Moderate,130987.62,Master’s Degree,11,2911,6853,6.88,4.88,Germany,73.27
"Surveyor, insurance",Retail,Increasing,High,80577.37,Bachelor’s Degree,18,5400,9325,81.37,12.35,USA,70.2
Armed forces technical officer,Manufacturing,Increasing,Low,99347.52,Bachelor’s Degree,17,977,8303,93.72,69.75,India,27.25
IT technical support officer,Entertainment,Decreasing,Low,126638.93,Bachelor’s Degree,12,212,9627,84.9,80.43,China,41.23
Primary school teacher,Healthcare,Increasing,Moderate,136767.6,High School,0,6112,2852,28.32,65.75,Canada,38.62
Data processing manager,Retail,Increasing,Moderate,146977.16,Bachelor’s Degree,6,2823,6235,42.37,90.17,Germany,21.25
Warehouse manager,Entertainment,Decreasing,Low,110087.87,High School,7,1933,6874,28.41,11.5,USA,51.47
"Biochemist, clinical",Education,Increasing,Moderate,55500.66,Associate Degree,0,7676,7543,73.44,54.07,UK,78.49
Curator,Finance,Decreasing,Low,108077.05,Master’s Degree,0,3913,9372,82.09,36.4,UK,43.75
Police officer,Manufacturing,Increasing,Moderate,121044.42,High School,18,1426,8349,48.35,87.71,Germany,45.36
Therapeutic radiographer,Retail,Decreasing,Low,108751.74,High School,15,1369,2538,82.53,62.17,India,21.54
Analytical chemist,Manufacturing,Decreasing,High,60345.67,Bachelor’s Degree,14,1103,8456,30.08,20.97,India,61.42
Psychotherapist,Retail,Decreasing,Moderate,103993.09,Associate Degree,19,7836,5582,21.52,72.48,UK,50.52
Theme park manager,Manufacturing,Decreasing,High,110766.07,High School,16,6749,297,80.96,55.14,UK,40.85
Sports administrator,Healthcare,Decreasing,Moderate,96101.81,PhD,19,6915,7121,31.81,57.4,India,24.23
"Accountant, chartered public finance",Retail,Increasing,Low,43275.27,Associate Degree,7,8461,9721,17.68,71.93,India,32.29
Personal assistant,Transportation,Decreasing,Low,136647.13,Master’s Degree,10,4616,1039,43.6,81.88,UK,22.98
International aid/development worker,Manufacturing,Decreasing,Low,133752.37,Bachelor’s Degree,13,801,1098,4.8,53.93,Australia,38.02
"Scientist, research (medical)",Finance,Decreasing,Moderate,115484.52,Master’s Degree,19,7955,1238,10.09,40.27,Canada,46.01
Communications engineer,Entertainment,Increasing,Moderate,63901.39,PhD,1,9619,5013,39.21,30.68,Brazil,32.47
Civil Service administrator,Transportation,Increasing,Moderate,114789.47,Master’s Degree,9,8368,7708,48.98,31.03,Brazil,78.29
Osteopath,Manufacturing,Decreasing,Moderate,95551.46,PhD,10,6149,7101,54.96,1.35,Australia,67.35
"Accountant, chartered",Finance,Increasing,High,57858.47,Master’s Degree,12,8946,4393,87.4,96.98,India,40.45
"Engineer, land",Education,Increasing,Low,76583.5,Master’s Degree,6,2745,5658,35.52,4.3,USA,69.94
Archivist,IT,Decreasing,Low,134879.03,Associate Degree,5,6038,8223,60.48,62.75,China,64.58
Health and safety inspector,Education,Increasing,High,66827.52,Bachelor’s Degree,18,2188,7997,34.97,51.8,China,54.5
Museum education officer,Healthcare,Decreasing,Low,149427.08,Bachelor’s Degree,20,5494,3045,59.74,31.58,India,26.61
"Engineer, civil (contracting)",Healthcare,Decreasing,High,135051.53,Bachelor’s Degree,6,6151,1441,21.91,59.22,UK,51.86
"Research officer, political party",Finance,Decreasing,Moderate,145112.25,PhD,16,3289,5113,58.43,88.75,Brazil,75.0
"Conservation officer, historic buildings",Education,Increasing,Low,116049.97,Master’s Degree,15,2808,9161,44.12,75.88,Canada,75.24
Musician,Retail,Decreasing,High,72686.18,High School,18,7869,7029,4.15,45.04,India,34.09
Purchasing manager,Transportation,Increasing,Low,130235.62,Master’s Degree,16,3592,3043,4.06,81.59,Canada,60.63
Financial controller,Transportation,Increasing,Low,148250.65,PhD,9,4333,2282,14.31,45.45,USA,23.43
"Sound technician, broadcasting/film/video",Retail,Increasing,Moderate,31736.85,High School,4,1786,7976,95.68,96.43,China,39.95
Adult guidance worker,Manufacturing,Decreasing,Low,56742.14,Master’s Degree,9,351,7704,81.82,41.64,Germany,46.5
"Geologist, engineering",Entertainment,Increasing,Low,88828.96,High School,6,3793,8816,73.18,29.88,UK,27.05
Regulatory affairs officer,IT,Increasing,High,107542.25,High School,6,1117,3969,83.01,28.6,China,57.29
Neurosurgeon,Manufacturing,Decreasing,Moderate,48757.85,Bachelor’s Degree,12,2038,6334,75.39,78.58,India,37.54
Proofreader,Entertainment,Increasing,Low,149500.88,Master’s Degree,20,5737,5899,3.16,48.05,Australia,64.48
Media buyer,Entertainment,Decreasing,High,144144.96,Associate Degree,13,8650,1169,8.38,55.87,UK,26.86
Freight forwarder,Entertainment,Decreasing,High,123504.71,Bachelor’s Degree,2,9825,8024,65.08,51.96,Canada,50.14
"Accountant, chartered management",IT,Increasing,Moderate,130049.48,Bachelor’s Degree,7,281,9666,42.37,52.1,China,29.53
Automotive engineer,Finance,Decreasing,High,145450.51,High School,13,2796,3459,59.7,81.26,China,30.57
"Buyer, industrial",Education,Decreasing,Low,84715.58,Bachelor’s Degree,14,4116,2238,43.25,42.29,India,57.06
Building control surveyor,Retail,Increasing,Moderate,114401.59,High School,6,257,9843,1.15,46.01,USA,51.52
"Designer, television/film set",Manufacturing,Increasing,Moderate,140903.57,Associate Degree,13,1269,3038,5.75,67.63,USA,33.36
"Programme researcher, broadcasting/film/video",Entertainment,Increasing,Low,78935.74,High School,17,2397,2093,55.93,77.98,China,53.89
Community pharmacist,IT,Increasing,High,37845.78,Master’s Degree,7,7104,5820,63.36,92.33,China,51.17
"Chemist, analytical",Healthcare,Increasing,Moderate,39162.34,Master’s Degree,8,8272,9485,92.51,16.53,Canada,57.49
Publishing copy,Healthcare,Decreasing,High,66005.43,Bachelor’s Degree,6,178,6483,53.49,18.99,Canada,59.05
Electronics engineer,Healthcare,Decreasing,Low,43643.35,High School,5,8441,9050,92.97,87.13,Canada,75.66
Chiropractor,Transportation,Increasing,High,83021.16,PhD,18,1519,1295,57.72,33.75,Canada,33.7
Psychiatrist,IT,Increasing,Low,101989.6,PhD,8,1729,1254,16.46,68.62,UK,78.51
Corporate investment banker,Finance,Increasing,High,94681.23,PhD,18,3240,5094,99.88,33.47,Canada,24.91
Horticultural consultant,Finance,Increasing,Low,100064.44,Master’s Degree,17,4632,2146,88.19,26.31,UK,33.65
"Engineer, structural",Education,Increasing,Low,102807.76,Associate Degree,13,7075,8930,1.04,71.12,Australia,69.7
Purchasing manager,Education,Decreasing,Moderate,130002.9,High School,7,9741,3241,2.9,58.85,Germany,24.7
Politician's assistant,IT,Increasing,Moderate,89465.2,High School,10,5587,2368,33.76,31.31,Australia,33.9
Counselling psychologist,Education,Decreasing,Low,145767.08,High School,12,8552,2790,47.74,19.87,UK,72.59
Special educational needs teacher,Transportation,Decreasing,High,91675.25,Associate Degree,19,3168,356,94.07,99.02,India,73.34
"Nurse, children's",Healthcare,Increasing,Low,112196.22,Associate Degree,20,6854,8033,80.74,88.48,China,39.1
Senior tax professional/tax inspector,IT,Decreasing,High,139297.16,Bachelor’s Degree,20,8938,7766,55.99,84.23,Australia,70.73
Product manager,Finance,Decreasing,High,108508.83,PhD,0,1449,8577,65.92,36.5,Australia,29.62
"Scientist, forensic",Education,Increasing,Low,125094.19,Associate Degree,15,6212,8038,40.35,10.33,India,40.58
Petroleum engineer,Entertainment,Decreasing,Low,59712.2,High School,18,8599,3246,92.11,92.36,Brazil,79.97
Chartered legal executive (England and Wales),Retail,Increasing,Moderate,96801.23,Associate Degree,7,741,9559,43.03,28.0,China,40.62
Commercial/residential surveyor,Retail,Decreasing,High,128196.85,PhD,11,4829,7422,82.06,57.14,China,61.84
Veterinary surgeon,Entertainment,Increasing,Moderate,130785.77,Master’s Degree,18,7936,6779,63.01,93.95,Canada,35.72
"Geneticist, molecular",Finance,Increasing,Moderate,79347.22,PhD,2,1940,2771,29.89,98.91,Canada,55.67
Firefighter,Retail,Decreasing,Low,96892.23,Associate Degree,15,1694,6104,75.81,71.49,Australia,60.73
"Programme researcher, broadcasting/film/video",Manufacturing,Decreasing,Low,135852.53,Bachelor’s Degree,19,8256,8360,38.13,40.0,Germany,79.75
Herbalist,Entertainment,Increasing,Low,63016.12,Bachelor’s Degree,9,3244,3173,55.4,15.91,USA,76.68
"Scientist, audiological",IT,Decreasing,High,78102.46,Bachelor’s Degree,6,7560,5802,28.52,44.91,China,29.9
"Therapist, speech and language",Education,Increasing,High,139489.73,Associate Degree,14,9166,8857,5.2,29.84,Canada,47.03
Site engineer,Manufacturing,Increasing,Moderate,138332.83,Master’s Degree,0,2896,2547,84.79,88.01,Australia,26.66
Speech and language therapist,Retail,Increasing,High,129946.8,Associate Degree,2,7837,7773,34.23,80.88,USA,30.83
Industrial buyer,Healthcare,Increasing,Low,98697.42,PhD,17,8735,7772,69.65,42.78,Germany,22.59
Tourist information centre manager,Finance,Increasing,Moderate,124478.37,Bachelor’s Degree,5,784,4828,15.11,99.31,Australia,62.12
"Horticulturist, commercial",Entertainment,Decreasing,Low,87141.91,Associate Degree,17,4333,3245,97.52,78.86,Canada,63.46
Technical sales engineer,Transportation,Decreasing,Moderate,65322.39,Associate Degree,14,4045,8905,95.52,40.35,China,37.41
"Social research officer, government",Education,Increasing,High,37264.49,PhD,13,9305,8468,13.73,86.63,Germany,56.88
Public house manager,Transportation,Increasing,High,132257.14,Bachelor’s Degree,4,3203,1344,49.03,85.38,China,60.63
Tourist information centre manager,Healthcare,Decreasing,Moderate,30087.69,PhD,12,153,9310,2.33,70.84,Australia,57.36
Dealer,Education,Decreasing,Moderate,30914.56,High School,15,2757,3502,72.11,81.07,UK,48.46
Minerals surveyor,Education,Decreasing,Low,116875.01,Bachelor’s Degree,7,379,4335,19.09,56.16,Canada,30.03
IT technical support officer,Finance,Increasing,Moderate,115408.88,Master’s Degree,15,6844,1453,13.53,41.44,Brazil,71.48
"Engineer, chemical",Entertainment,Decreasing,Moderate,133418.27,Master’s Degree,5,7902,5180,4.47,76.83,UK,73.31
Clinical embryologist,Manufacturing,Decreasing,Low,112732.97,PhD,3,3877,7259,77.07,13.06,UK,71.23
Prison officer,Education,Increasing,High,59917.55,Master’s Degree,4,230,2807,95.07,21.49,UK,56.59
Leisure centre manager,Entertainment,Increasing,Low,136168.23,PhD,12,3889,7806,87.04,92.61,Canada,44.01
"Secretary, company",Finance,Decreasing,Moderate,137251.17,Bachelor’s Degree,7,4842,7258,71.64,28.57,India,49.21
Public relations officer,Education,Increasing,Low,43463.35,Master’s Degree,11,7212,2840,62.04,71.2,Canada,30.75
Hospital doctor,Finance,Increasing,High,60061.73,High School,15,8262,2566,40.8,17.82,Australia,55.16
Games developer,Retail,Increasing,High,75713.34,High School,13,6330,518,54.43,97.45,Germany,68.91
Ship broker,IT,Increasing,High,97674.24,Bachelor’s Degree,13,6333,2216,92.93,38.9,Germany,56.03
Industrial/product designer,Finance,Increasing,High,36320.6,High School,12,2594,5623,10.6,5.01,UK,21.44
Public relations account executive,Finance,Decreasing,Moderate,140644.83,Master’s Degree,13,520,3374,38.18,83.93,Australia,61.76
Geoscientist,Healthcare,Increasing,Low,143763.82,High School,10,9729,2719,2.83,64.48,USA,23.44
Hydrographic surveyor,Transportation,Decreasing,Low,58983.53,Associate Degree,8,1506,6545,51.27,91.65,Canada,21.43
"Scientist, biomedical",Entertainment,Increasing,High,85298.4,Associate Degree,4,3946,7707,96.45,35.0,Canada,33.85
"Investment banker, corporate",Finance,Increasing,Low,109372.7,Bachelor’s Degree,3,8576,3853,60.84,52.09,China,67.26
Soil scientist,Finance,Decreasing,High,47104.54,High School,12,8162,1020,43.28,68.17,USA,56.01
"Loss adjuster, chartered",Retail,Increasing,High,84797.82,Master’s Degree,10,634,1277,6.34,85.7,India,27.6
Drilling engineer,Transportation,Increasing,Low,147851.09,Associate Degree,13,7907,9146,90.23,29.07,China,54.95
Commercial horticulturist,Education,Increasing,Low,58827.5,Associate Degree,6,3317,6885,50.41,71.21,Brazil,33.07
Primary school teacher,Education,Increasing,High,93323.86,Bachelor’s Degree,19,1896,7519,62.4,17.5,Germany,27.04
Social researcher,Healthcare,Increasing,High,69170.65,Associate Degree,15,2122,2406,51.1,81.32,Canada,50.14
"Engineer, aeronautical",IT,Increasing,Low,119843.39,High School,0,4838,8386,52.8,85.14,Germany,55.94
Government social research officer,Retail,Decreasing,Low,40436.77,Bachelor’s Degree,19,4664,3730,9.12,28.71,China,49.83
Private music teacher,IT,Increasing,Moderate,113835.56,Master’s Degree,16,9091,3868,85.54,92.42,China,26.29
Marine scientist,Entertainment,Decreasing,Moderate,143270.55,PhD,11,6634,2660,83.45,80.35,Germany,79.73
Civil Service fast streamer,Entertainment,Decreasing,High,84547.72,Associate Degree,10,3342,9263,31.82,6.33,USA,64.54
"Conservator, museum/gallery",Transportation,Decreasing,Moderate,108901.43,Master’s Degree,0,541,9130,44.56,12.01,USA,71.92
Architectural technologist,Transportation,Decreasing,Low,105041.31,High School,20,3555,7047,52.79,23.98,UK,38.84
"Teacher, music",Transportation,Increasing,Moderate,60389.59,PhD,9,7060,4429,21.01,78.8,Brazil,53.99
Illustrator,Retail,Decreasing,Low,65791.22,Bachelor’s Degree,0,2301,7514,60.63,18.21,Germany,40.3
"Scientist, marine",Manufacturing,Increasing,Low,129175.59,PhD,16,9025,2637,14.97,20.78,Brazil,31.86
Dance movement psychotherapist,Healthcare,Increasing,Moderate,117821.9,Associate Degree,16,832,4716,39.3,58.88,China,58.51
"Engineer, technical sales",Transportation,Decreasing,Low,125557.0,Associate Degree,3,5679,5396,97.26,50.27,USA,67.81
"Engineer, manufacturing",Manufacturing,Decreasing,High,134512.64,Associate Degree,1,5012,9167,59.62,80.12,Brazil,27.03
Petroleum engineer,Finance,Increasing,Moderate,85290.02,Bachelor’s Degree,17,9499,4810,56.68,84.6,Brazil,40.87
"Administrator, Civil Service",IT,Increasing,Moderate,138894.25,Master’s Degree,19,963,6978,11.71,49.15,USA,64.16
"Production assistant, television",IT,Decreasing,Moderate,68808.23,Associate Degree,12,9635,9935,52.91,14.39,Australia,65.11
Actor,Transportation,Decreasing,Moderate,83520.15,Master’s Degree,1,3442,7701,92.96,64.55,Germany,69.99
"Teacher, adult education",Education,Increasing,High,127890.91,High School,2,1123,2489,37.16,27.28,Brazil,27.57
Counselling psychologist,Healthcare,Increasing,Low,34057.04,Associate Degree,15,1313,1632,27.1,94.79,Australia,50.64
"Engineer, communications",Finance,Increasing,Moderate,97970.79,High School,13,2213,507,79.83,48.99,UK,45.46
Toxicologist,Finance,Decreasing,Moderate,146519.43,Associate Degree,12,8925,1909,68.11,27.59,Canada,59.93
"Engineer, manufacturing",Manufacturing,Increasing,High,72979.51,High School,18,9334,2381,74.61,61.18,China,61.86
Warden/ranger,Finance,Increasing,High,74334.69,Associate Degree,13,4118,6178,50.52,32.02,India,36.28
"Accountant, chartered",Entertainment,Decreasing,High,104136.35,High School,17,643,4031,62.41,10.95,Canada,44.89
"Nurse, learning disability",Education,Increasing,Low,30534.37,Associate Degree,9,1161,582,73.58,66.71,Canada,48.27
"Engineer, production",Finance,Decreasing,Moderate,138824.29,Master’s Degree,1,3373,3333,44.43,98.45,Germany,60.28
"Sales professional, IT",Education,Decreasing,Moderate,138000.46,High School,1,1448,723,15.07,8.74,Australia,45.24
Chiropractor,Entertainment,Increasing,Low,101877.49,Associate Degree,18,1504,8014,66.56,0.94,China,73.78
"Engineer, energy",Manufacturing,Decreasing,Moderate,69960.23,Bachelor’s Degree,12,2501,7955,17.78,89.1,Germany,71.58
Retail buyer,Manufacturing,Increasing,Low,43309.35,High School,16,9892,7574,47.46,26.13,India,39.81
"Physicist, medical",Healthcare,Increasing,High,144536.1,Associate Degree,14,8606,9257,53.99,42.88,USA,73.59
Environmental education officer,Entertainment,Decreasing,High,82080.41,Master’s Degree,18,3714,6511,84.85,21.3,Germany,54.05
Ergonomist,Finance,Decreasing,High,123456.94,High School,1,8915,665,15.87,44.62,India,33.0
Petroleum engineer,Entertainment,Decreasing,Moderate,91966.36,Associate Degree,2,431,3254,52.96,94.22,Canada,61.61
Chief Operating Officer,Finance,Increasing,Moderate,30588.84,High School,0,1934,4656,64.67,82.35,UK,59.43
Food technologist,Healthcare,Decreasing,High,91103.31,Bachelor’s Degree,16,6060,8424,11.8,77.69,USA,35.57
Writer,Manufacturing,Increasing,Moderate,52238.85,Associate Degree,8,3712,5090,57.49,3.77,India,73.91
Dentist,Manufacturing,Decreasing,High,117341.12,Bachelor’s Degree,9,8825,9685,70.23,27.33,USA,56.64
IT sales professional,Education,Increasing,Moderate,46181.3,Associate Degree,6,9757,5447,21.74,74.09,China,21.54
Dentist,Manufacturing,Increasing,High,48632.42,High School,4,1023,1931,18.29,1.83,Brazil,68.4
Software engineer,Retail,Increasing,Moderate,131211.7,Associate Degree,2,3489,2360,64.99,67.43,UK,48.52
"Engineer, manufacturing",Education,Decreasing,Moderate,107836.67,PhD,6,6536,4635,71.25,11.18,Canada,59.55
"Surveyor, hydrographic",IT,Increasing,Moderate,97221.35,Master’s Degree,8,9225,3125,89.4,17.33,Australia,62.25
"Optician, dispensing",Manufacturing,Increasing,Moderate,124136.68,PhD,3,1826,5054,70.41,49.35,Australia,52.62
"Engineer, electrical",IT,Increasing,High,137348.66,PhD,8,4961,9023,95.83,9.96,Germany,31.37
"Therapist, nutritional",Entertainment,Decreasing,Low,74650.74,Bachelor’s Degree,4,6179,9525,41.54,53.98,Brazil,27.87
Financial adviser,Healthcare,Decreasing,High,47278.44,High School,11,5371,341,23.63,40.19,Brazil,23.61
"Civil engineer, consulting",Transportation,Decreasing,Low,129380.22,High School,8,735,5981,91.93,55.23,India,67.54
Occupational therapist,Healthcare,Increasing,Moderate,116833.13,Bachelor’s Degree,4,541,5390,70.08,88.1,Germany,23.59
Production engineer,Healthcare,Increasing,Moderate,96452.33,Master’s Degree,17,3798,7300,98.54,13.91,Brazil,79.64
"Engineer, energy",Healthcare,Decreasing,Low,77997.65,Associate Degree,11,1283,6533,34.12,31.45,Canada,75.06
Accommodation manager,Manufacturing,Decreasing,Low,131108.11,Associate Degree,5,2714,7869,49.16,3.09,India,71.68
Science writer,Retail,Decreasing,Low,71425.5,Master’s Degree,14,3449,528,52.98,59.68,China,42.58
Medical technical officer,Healthcare,Decreasing,High,62680.98,Bachelor’s Degree,17,563,6810,16.3,78.5,UK,57.39
Agricultural engineer,Retail,Decreasing,Moderate,146465.92,High School,14,3477,3498,81.62,63.31,China,28.29
Immunologist,Finance,Increasing,Moderate,91963.74,High School,15,9656,4773,85.38,16.82,Canada,51.2
Adult guidance worker,Entertainment,Increasing,Low,121949.14,PhD,10,8739,5361,18.45,72.45,India,22.24
Financial controller,Healthcare,Increasing,Low,128821.83,High School,16,2733,6293,26.05,31.26,China,71.79
Radiation protection practitioner,Manufacturing,Increasing,Moderate,118520.03,PhD,7,234,6156,79.63,44.03,Germany,24.21
Actuary,Transportation,Decreasing,Moderate,129658.57,Associate Degree,0,8995,2399,97.69,11.17,UK,31.92
"Psychologist, forensic",IT,Increasing,Moderate,97595.52,PhD,13,5392,4868,79.78,36.37,India,20.52
Agricultural engineer,Healthcare,Decreasing,Low,109982.32,Associate Degree,9,2944,7473,43.56,94.04,Canada,42.94
"Therapist, occupational",Finance,Decreasing,High,36497.6,Associate Degree,2,7393,8262,18.53,10.57,Canada,37.39
"Scientist, biomedical",Entertainment,Decreasing,High,64387.86,PhD,14,4275,2700,87.12,74.37,Brazil,70.17
Armed forces technical officer,Education,Decreasing,Moderate,136825.8,PhD,20,3407,7282,69.08,54.1,Canada,46.35
Futures trader,Manufacturing,Decreasing,Moderate,109233.71,Master’s Degree,0,1269,1980,87.4,35.89,Germany,20.45
Financial risk analyst,Manufacturing,Decreasing,High,88197.07,Associate Degree,10,4113,2182,28.99,41.89,USA,57.34
Accounting technician,Entertainment,Decreasing,High,75804.25,Bachelor’s Degree,15,4685,8736,86.09,92.08,Brazil,64.13
Archaeologist,Transportation,Increasing,Low,131592.72,Associate Degree,1,3036,7850,37.41,14.9,USA,49.95
Senior tax professional/tax inspector,Finance,Decreasing,Moderate,89367.23,Bachelor’s Degree,15,3058,2052,50.23,93.04,India,20.48
Tourism officer,Entertainment,Decreasing,Low,33347.44,Master’s Degree,8,7465,6070,5.49,41.81,China,48.02
Museum/gallery exhibitions officer,Education,Decreasing,High,47032.52,PhD,12,5428,3004,10.24,19.64,China,54.85
Graphic designer,Transportation,Increasing,Low,149842.27,Bachelor’s Degree,18,5865,8441,89.43,56.71,Canada,45.48
"Therapist, art",Manufacturing,Decreasing,Low,80428.46,Bachelor’s Degree,14,1517,5410,6.87,18.18,China,38.54
Clothing/textile technologist,Retail,Decreasing,High,76017.3,Bachelor’s Degree,20,3508,9821,29.44,45.51,UK,56.72
Field trials officer,IT,Increasing,Low,127795.85,Associate Degree,18,8294,1370,32.63,74.33,Brazil,51.21
"Engineer, drilling",Manufacturing,Increasing,Moderate,60877.5,Master’s Degree,5,8123,1840,41.04,21.55,Germany,53.86
Field trials officer,IT,Decreasing,Low,142037.83,Master’s Degree,8,1685,6993,88.36,44.76,UK,77.42
"Engineer, biomedical",Manufacturing,Increasing,Moderate,129655.71,Bachelor’s Degree,8,3680,8816,5.31,29.24,Brazil,24.47
Meteorologist,Healthcare,Decreasing,Low,33213.56,High School,7,4708,9279,60.67,98.6,UK,61.47
Air traffic controller,Entertainment,Decreasing,Low,147193.89,Associate Degree,12,8792,5967,10.73,49.77,USA,76.72
Heritage manager,Manufacturing,Decreasing,Low,79769.36,High School,17,3401,8125,48.61,11.46,China,71.5
Therapeutic radiographer,IT,Decreasing,Moderate,131596.86,PhD,18,9811,8944,53.59,8.1,China,60.74
Air broker,Finance,Decreasing,High,53515.59,High School,13,6853,4532,85.57,93.86,Germany,28.62
Public relations officer,Entertainment,Decreasing,Moderate,145289.27,Master’s Degree,12,8404,6980,73.94,63.52,Germany,42.73
Commercial art gallery manager,Retail,Decreasing,Moderate,66661.12,Bachelor’s Degree,12,405,133,63.58,44.69,Brazil,69.77
Senior tax professional/tax inspector,Finance,Increasing,Low,110338.2,High School,13,1401,9888,58.11,89.52,UK,48.87
"Engineer, communications",Finance,Decreasing,Low,142042.82,High School,2,450,3671,49.36,21.2,Brazil,22.67
Ecologist,IT,Decreasing,Moderate,128377.51,Master’s Degree,20,6343,7195,74.08,54.19,UK,34.98
"Engineer, water",Transportation,Increasing,Moderate,115418.09,PhD,4,3499,2498,52.94,84.66,China,44.56
Forensic psychologist,Healthcare,Decreasing,High,117221.32,Master’s Degree,9,1449,5419,46.5,82.03,USA,47.22
IT sales professional,Education,Increasing,High,81393.87,Master’s Degree,6,5502,8401,58.7,4.79,Brazil,78.8
Field trials officer,Education,Decreasing,High,79548.29,Master’s Degree,2,4219,6220,46.88,51.22,China,59.24
Financial risk analyst,Healthcare,Increasing,Low,120691.32,PhD,5,7051,5030,81.08,0.83,India,35.51
"Radiographer, diagnostic",Healthcare,Decreasing,Moderate,102861.11,PhD,11,4610,7813,44.59,91.41,India,44.64
"Education officer, community",Education,Increasing,Moderate,123074.92,Bachelor’s Degree,5,2707,6132,79.69,31.26,China,32.93
Marine scientist,Healthcare,Increasing,Low,90454.22,Bachelor’s Degree,2,2377,951,18.18,81.18,Germany,44.94
Site engineer,Retail,Increasing,High,140946.55,Master’s Degree,18,8950,6252,87.54,41.99,USA,68.18
Translator,Entertainment,Decreasing,High,63441.35,High School,0,6917,7571,54.6,12.06,Germany,64.97
Horticultural consultant,Finance,Increasing,Low,132492.03,Associate Degree,12,5389,6194,96.89,69.49,India,27.6
Land,Retail,Decreasing,Low,144981.48,PhD,8,8028,8798,2.71,43.18,Germany,34.04
"Therapist, nutritional",Manufacturing,Decreasing,Low,65900.72,Master’s Degree,16,4725,9937,15.16,95.12,Brazil,41.43
Town planner,Finance,Increasing,Low,118382.95,PhD,13,5368,8414,17.13,38.64,India,74.34
"Geneticist, molecular",Entertainment,Increasing,Moderate,50532.93,Bachelor’s Degree,1,9381,1095,81.24,44.88,Canada,55.92
"Designer, interior/spatial",Transportation,Increasing,High,113832.71,Master’s Degree,8,5392,6918,88.63,25.6,Brazil,65.76
Production manager,Entertainment,Increasing,Low,123074.03,Master’s Degree,20,5394,1636,38.39,78.73,Germany,32.3
Pharmacologist,Healthcare,Decreasing,High,98680.36,Bachelor’s Degree,1,3337,3131,19.23,70.05,USA,29.75
Medical secretary,Retail,Increasing,High,74131.48,Bachelor’s Degree,1,5789,1787,74.84,52.38,Germany,53.96
Chartered public finance accountant,Entertainment,Increasing,Low,122104.42,PhD,18,6585,8398,2.28,57.14,Brazil,42.13
Phytotherapist,Transportation,Increasing,Moderate,100112.18,PhD,2,827,4814,39.28,77.35,Canada,42.95
Dramatherapist,Transportation,Decreasing,High,59220.26,Master’s Degree,14,5462,7573,99.94,6.15,USA,21.01
Colour technologist,Finance,Increasing,Low,69079.6,Master’s Degree,18,6405,1768,99.61,40.06,Brazil,54.29
"Surveyor, building control",Manufacturing,Decreasing,High,67995.44,Master’s Degree,19,7857,4172,42.54,91.07,India,32.83
Multimedia specialist,Entertainment,Decreasing,Low,124734.28,High School,8,341,5752,83.31,91.89,USA,39.6
Television floor manager,Retail,Decreasing,Moderate,122756.81,Bachelor’s Degree,3,8352,1346,76.98,45.89,USA,41.33
"Engineer, petroleum",Transportation,Decreasing,High,30488.59,Associate Degree,16,4196,7296,40.72,13.37,Australia,37.39
Visual merchandiser,Finance,Decreasing,Moderate,102402.19,Master’s Degree,8,6853,2796,41.67,47.15,China,45.71
Hospital doctor,Manufacturing,Increasing,High,107596.42,PhD,13,5923,2546,89.7,33.38,Canada,55.19
Media buyer,Finance,Increasing,Moderate,54763.81,PhD,17,3748,666,69.65,90.38,Germany,53.79
"Civil engineer, consulting",IT,Increasing,Low,126741.91,Master’s Degree,8,593,7638,68.95,26.94,Canada,70.72
Advertising copywriter,Healthcare,Decreasing,Low,75181.75,Master’s Degree,12,358,9751,83.66,66.14,Germany,35.92
Production engineer,Education,Decreasing,Moderate,90197.5,High School,7,4158,4965,66.23,83.52,UK,26.64
Insurance claims handler,Finance,Decreasing,High,61509.61,High School,12,7734,4908,94.82,52.63,Canada,44.3
Adult nurse,Healthcare,Decreasing,High,120391.75,Master’s Degree,18,1981,9154,73.85,97.35,China,64.88
Diplomatic Services operational officer,Finance,Decreasing,Low,47627.84,Master’s Degree,12,2396,4852,72.78,96.11,UK,24.37
Tax inspector,Finance,Decreasing,High,46282.2,PhD,20,1384,2332,76.14,44.56,Brazil,38.59
"Conservation officer, historic buildings",Entertainment,Decreasing,High,119301.98,High School,3,5152,2019,72.54,16.2,India,50.09
Senior tax professional/tax inspector,Finance,Decreasing,Moderate,46933.33,Master’s Degree,18,6246,4692,36.63,11.67,Brazil,59.27
"Nurse, learning disability",IT,Increasing,Moderate,88056.95,Bachelor’s Degree,2,2790,4154,50.63,96.3,USA,31.82
Hotel manager,Manufacturing,Increasing,High,70502.57,Associate Degree,10,1576,9086,93.55,27.15,India,58.78
Insurance broker,Finance,Decreasing,High,149432.19,Master’s Degree,7,5527,2803,27.83,64.33,Germany,22.2
Call centre manager,Healthcare,Increasing,Moderate,86925.47,PhD,12,7647,658,66.0,53.76,Australia,78.99
Armed forces technical officer,Healthcare,Decreasing,Low,91853.91,Associate Degree,4,1030,544,12.72,99.57,USA,63.21
"Exhibitions officer, museum/gallery",Healthcare,Increasing,High,77020.37,Associate Degree,18,9781,6661,36.03,51.16,Canada,22.35
Environmental health practitioner,Finance,Increasing,Low,70828.81,Associate Degree,10,4478,9585,83.84,20.55,Canada,57.29
Seismic interpreter,Manufacturing,Increasing,Low,59149.61,Master’s Degree,2,9723,1373,1.78,76.29,USA,28.22
Make,Manufacturing,Decreasing,Moderate,75376.03,PhD,11,4437,8128,37.59,23.53,Brazil,23.8
"Merchandiser, retail",Healthcare,Decreasing,Moderate,77029.49,Master’s Degree,17,785,1651,64.15,54.64,UK,63.11
Water engineer,Healthcare,Increasing,High,122683.84,PhD,8,4126,2621,2.0,96.2,UK,29.79
Dietitian,Education,Increasing,High,63685.09,Associate Degree,18,7808,7908,24.79,20.65,Brazil,77.95
Community arts worker,Finance,Decreasing,Moderate,124148.46,PhD,5,9246,9138,49.76,65.01,Germany,42.44
Civil Service administrator,Retail,Increasing,High,136789.29,Associate Degree,11,3595,6148,99.09,34.57,China,24.37
Psychiatric nurse,Retail,Increasing,Low,55598.34,PhD,20,6916,5491,93.12,78.84,UK,42.05
"Journalist, magazine",IT,Decreasing,Moderate,111118.03,Master’s Degree,18,6739,9750,45.46,88.56,Brazil,75.92
Therapeutic radiographer,Manufacturing,Increasing,Low,115351.08,High School,15,5686,5664,41.51,56.7,Germany,29.06
Magazine journalist,Transportation,Increasing,Low,63323.87,Associate Degree,1,291,7844,79.25,17.81,Canada,40.83
Psychotherapist,Healthcare,Decreasing,Moderate,58641.56,Bachelor’s Degree,5,8442,3478,14.62,20.08,USA,38.14
Insurance risk surveyor,Retail,Decreasing,Low,101984.91,Master’s Degree,7,4568,7091,59.73,18.17,Brazil,67.42
Town planner,Retail,Increasing,Low,45339.52,Associate Degree,16,7954,1991,31.54,18.4,Germany,69.3
Meteorologist,Entertainment,Decreasing,Low,105547.23,Master’s Degree,19,2389,4789,25.38,96.95,India,77.1
IT sales professional,Healthcare,Increasing,Moderate,137115.05,Bachelor’s Degree,2,3227,681,26.52,16.53,China,69.88
"Engineer, technical sales",Education,Decreasing,High,45427.41,Bachelor’s Degree,5,9749,3320,1.36,72.49,Brazil,58.87
Air cabin crew,IT,Decreasing,Low,96207.17,PhD,4,4052,1885,16.47,3.99,Canada,46.21
Chemical engineer,Healthcare,Decreasing,Low,85740.1,Associate Degree,7,490,4588,18.5,90.69,Australia,35.47
Arts development officer,Education,Increasing,Low,122333.01,Associate Degree,3,326,6031,80.81,44.88,Canada,79.44
Museum/gallery conservator,Transportation,Decreasing,Moderate,81305.62,Master’s Degree,15,9258,8450,63.29,34.18,China,37.51
Human resources officer,Education,Decreasing,Moderate,104322.66,Associate Degree,14,2897,6673,56.11,96.55,Germany,31.44
Bonds trader,Retail,Decreasing,Moderate,137156.6,PhD,3,6497,9703,89.16,90.65,UK,50.82
Television/film/video producer,Finance,Decreasing,High,129824.76,High School,7,3409,3554,86.41,59.54,USA,27.36
Gaffer,Entertainment,Increasing,Low,123991.16,Master’s Degree,15,1506,761,84.33,60.57,India,74.52
English as a foreign language teacher,Manufacturing,Increasing,Low,76703.78,Associate Degree,14,3590,720,35.83,31.61,Brazil,44.12
"Programmer, applications",Transportation,Decreasing,Moderate,111102.73,High School,1,3715,8880,38.01,94.85,Australia,73.27
Museum/gallery conservator,Finance,Decreasing,Low,81882.01,PhD,16,386,7869,60.61,67.71,Germany,70.47
Patent examiner,Transportation,Decreasing,Moderate,38922.58,PhD,15,2714,6272,5.8,31.1,Canada,53.02
Press photographer,Manufacturing,Decreasing,Moderate,63026.89,Master’s Degree,0,6051,2461,98.77,65.77,Australia,38.68
Health and safety adviser,Healthcare,Decreasing,High,110361.86,PhD,6,1690,3103,44.46,34.58,Germany,78.41
"Psychologist, occupational",Finance,Increasing,High,56995.2,Master’s Degree,16,5411,785,63.9,8.39,China,63.02
"Doctor, general practice",Healthcare,Decreasing,Low,61636.03,High School,0,810,8815,74.13,92.0,USA,63.23
Medical technical officer,Finance,Increasing,Low,127939.6,High School,20,8235,2511,23.07,1.09,UK,63.09
Waste management officer,Finance,Increasing,Moderate,72192.98,Bachelor’s Degree,3,6449,5221,55.17,41.8,UK,28.64
Mental health nurse,Finance,Decreasing,Moderate,105662.57,Master’s Degree,18,4362,3024,86.01,50.69,India,78.74
Retail manager,Transportation,Increasing,Moderate,41983.83,Master’s Degree,7,8310,8379,37.87,17.8,USA,63.02
English as a second language teacher,IT,Decreasing,Moderate,131513.36,Associate Degree,2,2913,2682,53.03,89.94,India,22.35
Immigration officer,Finance,Decreasing,Low,79930.34,Bachelor’s Degree,8,5066,1454,27.71,11.68,USA,76.77
"Development worker, international aid",Transportation,Decreasing,High,31429.03,High School,11,370,7616,39.69,79.08,Germany,22.45
Health physicist,IT,Increasing,Low,63207.57,Master’s Degree,16,7613,8247,22.5,86.79,Germany,21.77
"Programmer, systems",Entertainment,Increasing,High,50550.97,High School,3,4940,239,23.39,74.24,Canada,64.36
Special effects artist,Retail,Decreasing,Moderate,55267.02,Associate Degree,14,3051,3111,52.16,89.28,USA,54.67
Animal technologist,Education,Decreasing,High,52437.32,High School,8,9648,8750,26.82,51.18,USA,64.55
"Optician, dispensing",Healthcare,Decreasing,High,56891.91,Master’s Degree,11,3926,3299,43.78,97.05,Germany,62.59
Teaching laboratory technician,Transportation,Decreasing,Low,80603.72,Associate Degree,8,4795,2387,3.17,90.93,Canada,38.89
Environmental education officer,Transportation,Increasing,Moderate,106845.85,Associate Degree,6,2829,6436,6.13,42.36,Australia,25.77
Theatre manager,Healthcare,Decreasing,Moderate,52516.2,High School,3,1867,6856,92.38,67.64,Australia,39.2
Astronomer,Entertainment,Increasing,High,34082.95,Bachelor’s Degree,14,6600,6032,38.46,15.72,Canada,29.76
Product manager,Retail,Increasing,High,114653.7,High School,0,6168,9423,84.57,37.52,India,56.71
Manufacturing engineer,Transportation,Increasing,Moderate,64860.39,PhD,19,4534,8964,83.41,69.54,Canada,68.88
Sports therapist,Education,Decreasing,High,78301.3,Master’s Degree,6,7747,4430,66.35,50.37,India,34.24
"Engineer, manufacturing systems",Retail,Decreasing,High,47885.9,PhD,4,5977,1192,32.19,67.99,China,41.27
Energy manager,Healthcare,Decreasing,High,70620.15,Master’s Degree,18,723,881,73.37,67.15,Canada,49.63
Artist,Healthcare,Decreasing,Moderate,56977.52,High School,9,248,9056,54.62,70.3,India,46.77
Financial adviser,Finance,Increasing,High,30185.51,Master’s Degree,1,2693,5013,78.31,27.65,Brazil,49.73
"Librarian, academic",Retail,Increasing,Low,88158.4,Master’s Degree,4,8794,4778,19.27,31.28,India,67.53
Trading standards officer,Finance,Decreasing,Low,83658.61,High School,12,9725,3282,98.05,22.94,Germany,39.85
Web designer,Healthcare,Increasing,Moderate,95592.38,Bachelor’s Degree,13,6219,5300,86.51,25.6,India,79.29
Media buyer,Manufacturing,Decreasing,Moderate,40242.98,Bachelor’s Degree,13,2769,2348,66.36,21.53,India,75.83
"Designer, furniture",Transportation,Decreasing,Moderate,110824.63,High School,3,6784,6620,91.58,95.56,Canada,59.12
Senior tax professional/tax inspector,Finance,Increasing,High,101228.25,High School,13,3855,9350,67.9,89.38,India,69.64
Chief Marketing Officer,IT,Increasing,Moderate,43264.91,Master’s Degree,6,1469,8478,88.66,33.85,UK,41.81
Surgeon,Transportation,Decreasing,Moderate,116119.78,Master’s Degree,8,9257,2943,14.57,16.62,Brazil,73.9
Police officer,Retail,Increasing,Moderate,108327.36,Master’s Degree,4,3538,8006,58.59,25.72,Canada,21.01
Advertising account planner,Transportation,Decreasing,Low,63608.99,Bachelor’s Degree,0,730,2522,13.42,17.96,Australia,27.3
Veterinary surgeon,Entertainment,Increasing,High,36676.24,Bachelor’s Degree,10,9520,9722,0.85,4.78,UK,50.62
"Producer, television/film/video",Healthcare,Increasing,Low,129322.66,PhD,15,5541,9618,76.29,99.73,USA,44.11
Museum/gallery curator,Healthcare,Decreasing,Low,38469.8,Associate Degree,2,6010,7536,89.43,13.51,India,71.92
Pension scheme manager,Education,Increasing,Moderate,86987.62,High School,16,6119,6410,55.24,10.63,UK,67.0
Sport and exercise psychologist,Finance,Increasing,Moderate,79400.0,Master’s Degree,20,4363,9976,22.11,11.86,India,21.25
Oceanographer,Finance,Increasing,Moderate,113717.55,Master’s Degree,16,4165,6824,22.97,19.42,Australia,49.93
Records manager,Education,Increasing,High,94206.73,Master’s Degree,6,2151,6176,43.7,31.14,Canada,69.55
"Administrator, education",IT,Increasing,Low,50843.6,Bachelor’s Degree,17,4993,3346,91.93,93.85,Brazil,64.98
Control and instrumentation engineer,Retail,Increasing,Moderate,51366.75,PhD,9,4626,8057,19.36,41.15,Australia,55.42
Animal technologist,Entertainment,Increasing,Moderate,62847.41,PhD,4,679,2746,81.73,59.5,Germany,74.86
"Engineer, manufacturing",Retail,Increasing,High,66136.53,Bachelor’s Degree,14,9118,3790,14.04,26.68,China,34.99
Chemical engineer,Healthcare,Decreasing,Low,63271.86,Master’s Degree,17,4114,7388,70.21,19.86,Brazil,54.1
"Exhibitions officer, museum/gallery",Healthcare,Decreasing,Low,138061.44,High School,1,6182,4222,13.62,74.09,USA,60.97
Chief Technology Officer,Transportation,Increasing,Low,60624.05,PhD,2,7196,2705,86.27,35.97,USA,61.98
Network engineer,Education,Increasing,Moderate,52868.24,Associate Degree,15,4324,3107,61.16,26.63,Germany,72.3
Early years teacher,Retail,Increasing,Low,88686.54,High School,19,7070,7067,32.89,52.49,Brazil,40.7
Hydrologist,Retail,Increasing,Low,41481.95,High School,20,1345,7082,95.83,89.74,UK,32.74
Paramedic,Finance,Decreasing,High,136253.17,Bachelor’s Degree,3,2931,9631,60.99,90.87,India,50.73
Theatre director,Manufacturing,Increasing,High,144639.82,PhD,15,8270,7707,0.2,81.33,Brazil,67.82
Solicitor,Healthcare,Decreasing,Moderate,112448.52,Master’s Degree,6,3125,8359,42.16,22.06,USA,52.46
Corporate investment banker,Education,Decreasing,High,131983.75,Bachelor’s Degree,8,4653,8103,91.84,8.52,India,69.66
Secretary/administrator,Manufacturing,Decreasing,Moderate,61005.67,Bachelor’s Degree,6,4260,627,84.51,98.17,Germany,56.35
Associate Professor,IT,Increasing,Low,81732.58,PhD,5,941,5347,60.37,65.42,Germany,32.46
Food technologist,Education,Decreasing,High,141179.16,Master’s Degree,0,1703,6523,55.14,29.97,China,55.55
"Buyer, retail",Education,Increasing,Low,45094.52,PhD,15,7430,9679,59.5,58.67,UK,56.01
Local government officer,Entertainment,Decreasing,High,50135.21,High School,12,2949,582,63.18,78.86,UK,52.4
Food technologist,IT,Increasing,High,92064.96,Master’s Degree,1,385,7554,43.44,19.99,Canada,34.69
Careers adviser,Entertainment,Decreasing,High,68755.87,High School,6,2280,4796,37.92,57.83,Germany,49.67
Pharmacologist,Transportation,Decreasing,High,37621.07,PhD,2,6408,8152,12.53,23.97,Australia,74.41
Government social research officer,IT,Increasing,High,33963.36,Master’s Degree,8,6614,6690,27.05,49.5,Canada,31.0
"Teacher, adult education",Transportation,Increasing,High,79509.03,Master’s Degree,8,2338,4616,22.61,96.69,Canada,25.61
Purchasing manager,Transportation,Decreasing,Low,48819.15,High School,3,6215,1655,34.64,16.56,India,59.37
Historic buildings inspector/conservation officer,Education,Decreasing,Low,66264.58,Associate Degree,20,9585,892,54.46,86.24,China,46.75
"Surveyor, commercial/residential",Manufacturing,Decreasing,High,115265.8,High School,13,8251,8375,88.99,70.99,Australia,40.97
"Psychologist, sport and exercise",Manufacturing,Decreasing,Moderate,85576.5,Bachelor’s Degree,1,8740,2449,48.26,39.99,India,62.64
"Surveyor, mining",Finance,Decreasing,High,133877.84,High School,6,8550,9739,3.67,95.31,China,29.77
Charity officer,Finance,Decreasing,High,48285.25,Master’s Degree,20,6472,107,56.13,39.99,India,30.23
Environmental health practitioner,Retail,Decreasing,Moderate,137470.92,Bachelor’s Degree,5,4025,4539,44.82,21.37,India,71.33
"Administrator, education",Healthcare,Increasing,Low,140680.96,Associate Degree,20,8199,6835,41.19,17.75,USA,69.44
"Designer, industrial/product",IT,Decreasing,High,59233.68,Bachelor’s Degree,0,607,9822,47.65,86.79,Germany,24.1
"Production designer, theatre/television/film",IT,Decreasing,Low,114803.81,Associate Degree,13,8959,9759,74.02,31.15,Brazil,66.72
Architectural technologist,Transportation,Increasing,Low,147138.14,High School,18,6057,5625,38.59,55.79,Australia,51.85
Sales executive,Entertainment,Decreasing,Moderate,118654.12,High School,9,7931,1882,64.43,34.74,India,24.89
Financial planner,Manufacturing,Increasing,Low,59765.55,High School,2,4753,6885,33.03,74.79,Australia,30.47
Land,Finance,Decreasing,High,71742.5,Associate Degree,9,7072,432,53.81,75.72,China,64.23
Community arts worker,IT,Decreasing,High,112203.76,Associate Degree,3,9875,3590,88.53,84.52,USA,33.41
Soil scientist,Entertainment,Decreasing,High,66155.86,PhD,6,4620,3474,60.46,38.01,UK,56.5
"Designer, multimedia",Entertainment,Decreasing,Moderate,90971.18,High School,2,8524,2954,27.57,35.04,India,39.64
Research scientist (medical),Healthcare,Increasing,High,68234.92,Bachelor’s Degree,16,4827,4355,95.05,15.96,Germany,38.63
Higher education careers adviser,Education,Decreasing,High,41739.81,PhD,17,450,6707,12.51,87.38,Canada,47.7
"Engineer, land",Finance,Increasing,Moderate,67492.1,High School,13,3429,1460,55.04,92.89,Brazil,69.71
Operational investment banker,Education,Increasing,Low,81955.01,PhD,19,3229,495,20.0,90.11,Australia,22.82
Health physicist,IT,Increasing,Low,34744.63,Associate Degree,11,1233,1864,73.22,32.37,Germany,61.54
Energy engineer,Entertainment,Decreasing,Low,126947.14,High School,20,5659,5042,4.33,75.96,Canada,27.8
Architect,Transportation,Increasing,Moderate,142966.64,Bachelor’s Degree,2,1904,8375,63.33,28.82,India,49.76
"Designer, graphic",Education,Decreasing,High,109269.34,PhD,12,1663,8511,78.12,52.74,Brazil,56.61
Video editor,Finance,Increasing,Low,71217.87,Master’s Degree,6,8380,1301,54.65,94.3,Brazil,77.87
Legal secretary,Retail,Increasing,Low,121414.97,PhD,0,4298,3449,66.82,7.97,USA,37.13
Control and instrumentation engineer,Finance,Increasing,High,33657.68,High School,4,3392,8782,23.95,13.26,India,76.02
"Surveyor, land/geomatics",Finance,Increasing,Low,34888.14,Bachelor’s Degree,18,8617,1410,79.84,80.28,Germany,57.89
"Surveyor, insurance",IT,Increasing,Low,82681.61,High School,16,7172,4087,7.62,99.18,China,39.49
"Therapist, art",Healthcare,Increasing,Low,98850.04,Master’s Degree,8,2541,9689,99.92,48.93,Australia,34.08
Chartered legal executive (England and Wales),Manufacturing,Decreasing,Low,130515.86,Bachelor’s Degree,6,837,7290,85.31,94.1,Canada,57.76
Hydrographic surveyor,Manufacturing,Increasing,Low,136571.79,PhD,17,4375,514,95.56,57.85,India,43.93
Community arts worker,Manufacturing,Increasing,High,124148.5,Associate Degree,0,2022,7370,75.73,16.26,Canada,76.72
Broadcast journalist,Manufacturing,Increasing,Moderate,119197.06,PhD,11,3926,996,11.82,68.18,USA,52.21
"Investment banker, operational",Education,Increasing,High,135791.06,Bachelor’s Degree,0,1285,5109,30.84,62.19,Australia,50.03
International aid/development worker,Retail,Increasing,Moderate,102669.52,Associate Degree,13,8591,8051,67.66,51.51,Germany,74.15
Outdoor activities/education manager,Transportation,Increasing,Low,56393.96,PhD,6,8689,6271,71.9,17.79,Brazil,70.97
Furniture designer,IT,Decreasing,High,117688.66,Associate Degree,11,5582,5019,18.54,57.91,UK,48.79
Tourist information centre manager,Education,Decreasing,Moderate,127276.6,High School,3,5356,3361,16.09,57.11,Germany,29.96
Chief Technology Officer,Retail,Increasing,High,101607.51,Master’s Degree,11,7942,8373,80.64,38.7,Brazil,71.09
"Designer, television/film set",Education,Increasing,Moderate,110413.21,Bachelor’s Degree,3,2871,2559,64.4,35.85,UK,29.12
Minerals surveyor,Finance,Increasing,High,104467.27,Bachelor’s Degree,6,1236,1265,31.42,15.31,UK,65.72
"Engineer, manufacturing systems",Entertainment,Increasing,Moderate,43036.62,Associate Degree,10,7460,9086,92.28,11.72,Germany,57.52
Health and safety adviser,Manufacturing,Increasing,Low,73789.19,High School,9,285,838,88.89,29.6,China,76.14
Telecommunications researcher,IT,Increasing,High,75136.54,PhD,4,2283,5605,78.79,30.62,Germany,73.54
"Designer, jewellery",Transportation,Decreasing,Low,116725.5,Associate Degree,9,4485,2258,45.68,1.98,USA,26.58
Furniture conservator/restorer,Healthcare,Decreasing,Low,145857.01,Bachelor’s Degree,8,4587,8239,21.26,57.66,Germany,55.89
"Surveyor, mining",Education,Decreasing,Moderate,106514.25,Associate Degree,6,4577,1426,23.46,18.92,Germany,50.19
Curator,Transportation,Increasing,Moderate,98155.91,Master’s Degree,11,3071,5017,34.96,97.33,Germany,32.48
Government social research officer,Finance,Decreasing,Low,104998.89,Master’s Degree,5,6216,1811,85.68,98.29,Brazil,68.02
Brewing technologist,Transportation,Increasing,High,94172.88,Bachelor’s Degree,10,5949,8208,83.08,65.64,Australia,29.57
"Therapist, drama",Entertainment,Increasing,Moderate,108738.49,High School,18,8475,424,78.44,84.02,Germany,33.78
Commercial/residential surveyor,Healthcare,Decreasing,Low,65333.16,Bachelor’s Degree,17,3759,4065,62.96,44.22,China,62.49
"Engineer, petroleum",Finance,Increasing,Low,85280.18,Associate Degree,0,6440,4721,29.28,92.16,India,42.29
Information systems manager,Finance,Decreasing,Low,77704.69,Master’s Degree,15,641,510,95.94,25.47,India,24.4
Sales promotion account executive,Healthcare,Increasing,Low,149312.73,PhD,20,1508,3530,47.93,3.96,Australia,49.32
Textile designer,Retail,Decreasing,Moderate,44830.03,PhD,20,5411,6093,72.31,88.59,Australia,32.81
"Engineer, broadcasting (operations)",Healthcare,Increasing,Low,56284.08,PhD,15,3578,5745,74.31,14.85,Canada,79.98
Exercise physiologist,Retail,Decreasing,Moderate,73718.99,Master’s Degree,1,1310,706,23.8,41.15,USA,79.54
IT sales professional,Entertainment,Decreasing,Moderate,137502.63,Master’s Degree,8,4256,1988,60.47,89.73,India,68.32
Hospital pharmacist,Education,Decreasing,Low,67088.27,PhD,9,6979,1172,54.14,23.08,Australia,52.02
Hospital pharmacist,Manufacturing,Decreasing,Moderate,120705.15,Master’s Degree,12,3185,6727,28.9,29.9,Germany,37.2
Graphic designer,Healthcare,Increasing,Low,127926.65,Bachelor’s Degree,13,1077,6980,89.27,96.55,Brazil,62.28
Financial planner,Entertainment,Increasing,Low,80118.56,High School,14,4153,6680,12.93,79.6,USA,71.22
Curator,Finance,Decreasing,High,127741.51,Associate Degree,17,9010,1605,43.06,87.78,Canada,76.09
Educational psychologist,Entertainment,Increasing,Low,109025.5,Associate Degree,3,4054,3184,49.45,99.27,China,51.6
Audiological scientist,Entertainment,Decreasing,Moderate,126971.74,High School,1,3311,3493,29.71,36.81,UK,67.41
Charity officer,Manufacturing,Decreasing,High,140911.63,High School,15,4570,6972,37.23,60.88,China,47.75
IT consultant,Manufacturing,Decreasing,Moderate,54950.14,Master’s Degree,0,7539,4755,60.31,68.43,Brazil,41.08
Field seismologist,Entertainment,Increasing,High,108577.79,PhD,9,7231,2351,25.89,59.9,China,27.11
Museum/gallery curator,Retail,Increasing,High,133809.71,High School,17,2765,6391,43.1,75.61,China,33.69
Hydrogeologist,Manufacturing,Increasing,Low,44841.96,Bachelor’s Degree,3,2331,4420,79.7,84.54,USA,57.05
Veterinary surgeon,Manufacturing,Decreasing,Moderate,40867.37,High School,4,4002,6934,25.81,64.41,Brazil,48.81
Financial manager,IT,Increasing,Moderate,81466.08,PhD,7,7482,3549,37.43,4.83,China,65.56
Fitness centre manager,Entertainment,Increasing,Low,136872.09,High School,6,3554,2803,89.87,30.33,India,75.57
"Development worker, community",IT,Decreasing,High,145944.98,Bachelor’s Degree,7,7503,9034,45.3,35.59,Australia,56.35
Travel agency manager,Finance,Decreasing,Moderate,98014.9,High School,0,3641,3887,36.9,60.34,Australia,43.17
Medical technical officer,Entertainment,Decreasing,Moderate,148537.43,PhD,2,4343,3844,51.74,72.26,Australia,52.72
"Production assistant, radio",Manufacturing,Increasing,Low,102777.97,Bachelor’s Degree,8,8707,9154,94.17,35.83,Brazil,38.97
English as a second language teacher,Transportation,Increasing,Low,71494.91,Bachelor’s Degree,2,6783,9961,53.85,59.32,Canada,21.77
"Research officer, government",Healthcare,Increasing,High,137712.48,Master’s Degree,15,7245,8873,83.13,33.61,Australia,49.39
Production engineer,Transportation,Increasing,Low,136192.55,Master’s Degree,13,1469,6733,32.1,21.69,China,44.09
"Designer, jewellery",Healthcare,Increasing,Moderate,84498.6,Bachelor’s Degree,11,2669,3373,95.99,64.35,India,46.14
Air broker,Retail,Decreasing,Low,66530.47,PhD,19,3171,1661,94.36,48.29,Canada,32.17
Lawyer,Retail,Increasing,Low,33259.29,Associate Degree,19,9263,9326,93.47,12.93,Brazil,65.09
Product designer,Manufacturing,Decreasing,Moderate,54078.11,Bachelor’s Degree,19,8198,1075,58.92,9.15,Canada,70.03
Press photographer,Finance,Decreasing,Moderate,65190.45,High School,10,6003,631,56.26,93.93,China,63.41
Training and development officer,Education,Decreasing,Moderate,71482.53,High School,10,9182,1082,33.55,46.3,Canada,66.03
Recruitment consultant,Healthcare,Increasing,Moderate,76519.05,Master’s Degree,14,7548,8483,73.97,93.74,Brazil,28.54
Lexicographer,Education,Increasing,Moderate,49732.12,Associate Degree,11,2852,1133,83.89,98.68,USA,28.96
"Loss adjuster, chartered",Finance,Decreasing,Moderate,90905.86,PhD,16,8113,2324,19.57,90.42,UK,23.22
Health and safety adviser,Healthcare,Decreasing,High,131271.35,High School,14,6453,9679,51.55,45.25,Australia,34.76
Nature conservation officer,Finance,Increasing,Low,87560.58,PhD,15,3078,8071,5.16,78.73,Canada,43.17
Paediatric nurse,IT,Decreasing,High,78914.57,High School,17,9362,3155,39.39,99.57,Australia,44.28
Audiological scientist,Finance,Increasing,High,36488.93,High School,11,7883,389,4.18,64.58,Australia,49.85
"Designer, fashion/clothing",Finance,Increasing,High,39738.85,Associate Degree,9,8482,8616,47.29,61.38,Brazil,48.98
Tax inspector,Entertainment,Increasing,High,112314.57,Associate Degree,15,6547,8928,95.56,68.66,China,72.11
Communications engineer,Transportation,Decreasing,Moderate,84103.93,PhD,7,4359,9106,40.91,81.71,Australia,44.24
Oceanographer,Manufacturing,Increasing,High,60341.63,Bachelor’s Degree,5,5566,9049,87.06,54.38,Brazil,21.35
Theatre manager,Healthcare,Increasing,Low,79834.33,High School,6,8316,7077,32.61,57.96,India,38.46
"Presenter, broadcasting",Healthcare,Decreasing,High,64503.13,Master’s Degree,20,1775,1807,72.22,4.71,Australia,30.51
Fast food restaurant manager,Manufacturing,Decreasing,High,112139.59,High School,20,1683,3129,83.8,41.19,USA,20.87
"Producer, radio",IT,Increasing,Low,54376.84,Master’s Degree,10,3175,5024,12.91,25.44,Germany,57.89
Veterinary surgeon,Manufacturing,Increasing,Moderate,148510.67,Associate Degree,20,6981,988,17.84,39.63,Australia,76.25
"Engineer, technical sales",Retail,Decreasing,High,40914.17,Associate Degree,13,1920,1981,6.76,80.32,USA,52.11
"Engineer, mining",Healthcare,Decreasing,Low,126166.35,Associate Degree,19,580,6838,18.83,27.31,Canada,63.49
"Conservator, furniture",IT,Decreasing,High,97607.06,PhD,2,207,7509,86.18,2.6,India,69.67
Health service manager,IT,Decreasing,High,142067.75,PhD,12,5522,6544,0.67,47.54,Germany,37.26
Multimedia programmer,Healthcare,Increasing,High,91593.09,Master’s Degree,16,1040,880,40.38,87.52,Germany,26.42
"Scientist, research (life sciences)",Healthcare,Decreasing,Low,133448.0,Bachelor’s Degree,10,113,7957,5.13,25.03,Brazil,29.73
Neurosurgeon,IT,Decreasing,Low,133239.92,Master’s Degree,5,2058,1942,9.82,34.46,India,28.96
Retail banker,Entertainment,Increasing,Low,109570.83,PhD,4,473,4100,99.9,10.47,USA,74.73
Probation officer,Entertainment,Increasing,Low,31131.63,Associate Degree,2,8114,6682,21.59,21.99,UK,77.49
Systems analyst,Healthcare,Increasing,Moderate,101604.36,High School,12,1204,6165,78.16,91.16,China,21.42
"Production assistant, television",Entertainment,Increasing,High,34585.33,High School,17,4719,8916,92.88,69.85,China,27.08
Health visitor,Education,Increasing,Low,136101.58,Master’s Degree,20,3903,9338,43.84,45.7,UK,67.65
Dance movement psychotherapist,Transportation,Decreasing,High,61347.41,Master’s Degree,20,6632,8329,63.33,17.68,Germany,26.13
Social worker,Retail,Increasing,Low,96430.04,Associate Degree,13,4253,3828,15.17,89.42,Australia,73.82
Industrial/product designer,Finance,Decreasing,Moderate,138894.67,Bachelor’s Degree,6,6356,7161,85.16,78.39,Brazil,50.62
Personal assistant,Finance,Decreasing,High,108287.48,Master’s Degree,7,611,6595,21.49,13.97,USA,26.44
"Engineer, control and instrumentation",IT,Decreasing,Moderate,84520.28,Associate Degree,19,8779,1792,93.16,5.24,UK,28.77
Charity officer,Finance,Increasing,Moderate,47997.35,PhD,8,660,7796,64.34,86.71,Canada,60.51
Electronics engineer,Entertainment,Decreasing,Moderate,131746.18,Master’s Degree,1,8026,9539,73.93,5.1,China,64.78
Administrator,Entertainment,Decreasing,Moderate,114896.54,High School,10,5592,5086,66.14,87.51,UK,76.83
Dietitian,Entertainment,Decreasing,Low,121188.64,Bachelor’s Degree,3,1352,8046,96.34,16.26,UK,43.4
Historic buildings inspector/conservation officer,IT,Increasing,Low,56777.24,Bachelor’s Degree,0,7743,4617,70.45,76.82,UK,41.39
Production manager,Finance,Decreasing,Low,65622.78,Associate Degree,4,1445,5804,55.82,12.92,Germany,72.34
"Engineer, structural",IT,Increasing,Moderate,106117.72,PhD,0,2230,7721,48.19,80.99,UK,43.28
Energy manager,Finance,Increasing,Low,36777.97,PhD,4,5788,4724,85.32,75.28,Australia,53.7
Exercise physiologist,Manufacturing,Decreasing,Low,74789.11,Associate Degree,17,7351,253,0.65,80.07,UK,53.27
Chiropractor,Education,Decreasing,High,60814.06,Master’s Degree,19,9924,3477,3.27,42.44,India,41.24
"Engineer, mining",Retail,Increasing,High,95863.53,Associate Degree,13,5829,2937,25.3,49.29,Canada,41.0
"Teacher, secondary school",Healthcare,Decreasing,High,93847.98,High School,20,3125,8846,19.24,64.95,Australia,25.36
Chief Operating Officer,Entertainment,Decreasing,Low,65952.6,Associate Degree,7,8590,2287,87.91,41.45,USA,70.18
Energy manager,Entertainment,Increasing,Low,38453.72,PhD,13,9649,8776,45.03,72.91,China,48.6
"Designer, television/film set",Education,Increasing,Low,139166.96,Master’s Degree,9,1863,4997,47.78,71.31,Canada,44.18
"Engineer, maintenance (IT)",Entertainment,Decreasing,Low,100357.04,Bachelor’s Degree,15,2608,8026,12.92,81.56,USA,79.28
Educational psychologist,Healthcare,Increasing,High,124961.62,PhD,2,3057,9244,60.43,95.18,China,38.16
Telecommunications researcher,Entertainment,Decreasing,Moderate,100500.85,Bachelor’s Degree,3,1901,3172,76.06,90.83,Australia,62.24
"Sales professional, IT",Education,Decreasing,Moderate,114697.58,Associate Degree,16,3500,7301,50.3,94.38,Australia,67.06
Human resources officer,IT,Increasing,Low,83929.13,Bachelor’s Degree,3,9386,6319,78.51,51.28,Australia,43.47
"Radiographer, diagnostic",Healthcare,Increasing,Low,50132.04,Associate Degree,16,3667,7590,8.34,88.69,China,23.58
Multimedia specialist,Education,Decreasing,High,97096.82,Bachelor’s Degree,0,3086,1964,60.93,6.83,Canada,55.38
Fast food restaurant manager,Finance,Decreasing,High,107213.99,PhD,17,6676,2588,86.69,81.59,Germany,43.77
Chief Strategy Officer,Entertainment,Increasing,Low,117807.0,High School,15,6449,609,89.1,4.29,Canada,22.22
"Programmer, multimedia",IT,Decreasing,Moderate,138325.46,PhD,16,6459,545,59.29,35.65,Australia,29.71
Patent attorney,Retail,Increasing,Low,103653.18,High School,1,5859,1611,55.16,85.69,Brazil,56.12
Nutritional therapist,Healthcare,Increasing,Low,138149.79,PhD,1,1272,1925,56.21,88.86,Canada,48.54
"Restaurant manager, fast food",Retail,Increasing,High,120894.86,PhD,7,8350,4359,35.17,10.71,Germany,43.18
"Clinical scientist, histocompatibility and immunogenetics",Finance,Increasing,Low,54586.21,Associate Degree,18,7414,7257,74.84,25.87,Brazil,61.93
"Engineer, civil (contracting)",Healthcare,Decreasing,Low,46140.95,High School,9,5700,3553,96.6,82.57,India,38.98
Child psychotherapist,Entertainment,Increasing,Moderate,52439.8,Associate Degree,0,5571,9051,82.99,8.55,Germany,49.95
"Buyer, industrial",Education,Increasing,Moderate,81019.55,Master’s Degree,4,8957,5124,21.7,43.91,Australia,79.35
"Administrator, arts",Finance,Decreasing,Low,142450.21,High School,18,2496,4909,83.91,31.97,USA,41.95
Landscape architect,Education,Decreasing,Moderate,124541.0,Bachelor’s Degree,16,6077,6108,18.08,37.55,Canada,59.0
"Engineer, manufacturing",IT,Decreasing,High,77491.34,Master’s Degree,16,4220,4023,51.73,26.0,Canada,63.32
Cytogeneticist,Retail,Increasing,Low,123832.51,Bachelor’s Degree,1,1255,3992,41.94,32.49,Canada,41.82
Chief Technology Officer,Retail,Increasing,Moderate,71697.11,High School,19,5902,9295,60.73,78.81,China,49.53
Structural engineer,Healthcare,Increasing,Low,122781.68,High School,7,9341,9737,27.25,48.16,Canada,58.62
"Engineer, materials",IT,Increasing,Low,111876.76,PhD,15,7141,4651,43.98,69.01,China,61.54
"Scientist, forensic",Finance,Increasing,Low,140482.54,Master’s Degree,7,9318,569,73.24,27.36,Brazil,41.38
Lawyer,Finance,Decreasing,High,110879.58,PhD,6,3518,3842,44.36,60.41,Australia,61.85
Lawyer,Healthcare,Decreasing,Low,63310.65,High School,16,9793,4893,26.91,72.39,USA,71.29
Chief Financial Officer,Manufacturing,Decreasing,Low,84654.64,Associate Degree,5,6985,3272,36.5,4.37,China,52.87
"Therapist, music",IT,Increasing,High,136500.36,High School,7,5883,2919,7.58,59.4,Canada,27.31
Arboriculturist,IT,Increasing,Moderate,34355.01,Master’s Degree,3,2565,4582,86.69,36.42,China,27.46
Chartered certified accountant,Healthcare,Increasing,Moderate,46549.72,PhD,15,5413,6384,45.71,87.15,Germany,39.29
"Surveyor, mining",Manufacturing,Increasing,High,35904.84,Master’s Degree,9,6862,8281,15.96,83.52,Canada,65.67
"Lecturer, higher education",Education,Decreasing,Moderate,144764.01,Master’s Degree,0,3039,4664,3.3,23.75,Australia,56.66
"Therapist, sports",Entertainment,Increasing,High,141316.89,Bachelor’s Degree,15,3584,4319,62.11,66.28,Brazil,57.08
"Engineer, technical sales",Retail,Increasing,Moderate,134088.87,Associate Degree,20,2661,2080,91.21,74.06,Germany,67.4
Arboriculturist,Manufacturing,Increasing,Low,92958.1,Associate Degree,14,3262,490,13.34,44.91,USA,24.55
"Administrator, arts",Manufacturing,Increasing,Low,73993.63,High School,16,7442,9986,26.44,84.74,UK,22.31
Environmental health practitioner,Retail,Increasing,Low,59491.8,Bachelor’s Degree,15,4637,4088,49.59,81.58,China,20.34
Computer games developer,Manufacturing,Increasing,Low,50645.88,High School,4,4402,2415,64.66,43.31,Germany,73.12
Facilities manager,Manufacturing,Increasing,High,57047.49,High School,3,4611,7657,14.1,26.51,Germany,71.29
"Research officer, government",Manufacturing,Increasing,High,145744.03,High School,11,1664,7214,70.91,15.77,UK,66.22
Air traffic controller,Manufacturing,Decreasing,Moderate,81290.96,Associate Degree,1,9012,6238,59.29,34.64,USA,73.84
"Investment banker, corporate",Healthcare,Decreasing,Low,44286.59,Master’s Degree,0,2341,8895,57.59,75.87,China,52.74
"Optician, dispensing",Healthcare,Decreasing,Low,97808.93,High School,6,8227,9020,38.73,23.78,Australia,32.92
Charity officer,Finance,Increasing,Low,86528.3,Associate Degree,3,5427,242,62.5,50.77,Australia,41.62
"Engineer, automotive",Transportation,Decreasing,Low,99887.59,Master’s Degree,7,440,5657,90.17,5.85,USA,57.84
Furniture designer,Education,Decreasing,High,117019.35,PhD,12,8135,2350,68.05,91.78,India,58.19
Contractor,Transportation,Increasing,Moderate,46747.32,Bachelor’s Degree,15,5759,8655,87.91,94.23,USA,61.61
Communications engineer,Education,Decreasing,Low,76355.9,Associate Degree,6,7922,9199,61.5,79.29,Germany,36.42
Chartered legal executive (England and Wales),IT,Decreasing,High,74615.97,Master’s Degree,4,4031,5397,59.31,34.09,UK,40.61
Horticultural consultant,Manufacturing,Increasing,Moderate,126861.61,Master’s Degree,5,8394,6349,83.45,74.48,Canada,63.39
Early years teacher,Manufacturing,Decreasing,High,136356.78,Associate Degree,0,7704,8985,15.64,66.72,USA,58.77
Licensed conveyancer,Entertainment,Increasing,Low,123372.91,High School,16,7087,2603,80.56,81.68,Germany,26.72
"Engineer, structural",Healthcare,Decreasing,Low,48091.83,High School,11,9409,1653,66.82,41.85,Canada,37.78
Writer,Healthcare,Increasing,Low,84437.67,PhD,8,8083,380,96.38,53.72,Brazil,33.93
"Lighting technician, broadcasting/film/video",Transportation,Decreasing,High,30200.34,Bachelor’s Degree,10,6040,2345,11.47,45.67,Brazil,68.98
Maintenance engineer,Entertainment,Increasing,Low,77917.98,PhD,20,9309,2406,22.21,43.93,USA,79.27
Merchant navy officer,Transportation,Increasing,High,49836.68,Master’s Degree,11,4587,2334,79.46,9.72,India,34.9
Statistician,Finance,Decreasing,High,127712.83,Associate Degree,15,6197,3278,39.51,37.27,Canada,75.88
Art gallery manager,Entertainment,Decreasing,Low,108388.86,High School,19,7769,9232,10.22,52.01,Australia,76.95
Dancer,Manufacturing,Increasing,Moderate,113887.75,High School,1,1981,8564,90.91,73.81,Germany,37.99
Musician,Education,Increasing,Moderate,128867.33,Master’s Degree,20,1282,2265,57.31,62.0,Canada,55.8
Diagnostic radiographer,Entertainment,Decreasing,Moderate,48404.15,High School,1,2729,9301,81.34,91.29,Australia,33.18
Hydrologist,Retail,Increasing,High,85247.74,High School,7,2481,9780,94.61,50.0,Australia,54.42
"Programmer, multimedia",Manufacturing,Increasing,Moderate,112961.45,Associate Degree,6,7459,6646,71.81,5.34,India,32.82
Animal nutritionist,IT,Decreasing,Low,61546.54,High School,11,3112,4964,81.09,40.06,India,56.46
Product/process development scientist,IT,Decreasing,Moderate,121435.03,Bachelor’s Degree,7,297,3657,81.17,0.89,Canada,39.79
"Teacher, early years/pre",Education,Decreasing,Moderate,111110.52,High School,16,8980,6764,52.23,58.65,Australia,68.34
Manufacturing engineer,Finance,Decreasing,High,131185.71,PhD,16,2758,9303,77.34,36.57,India,48.85
Microbiologist,Retail,Decreasing,Low,116303.05,Master’s Degree,13,3005,3815,61.95,11.06,Canada,38.58
Best boy,Retail,Decreasing,High,120796.11,Associate Degree,11,5360,100,96.01,41.42,India,59.07
Rural practice surveyor,Education,Decreasing,Low,56330.62,High School,7,8049,4724,95.1,98.2,USA,31.97
Pharmacologist,Entertainment,Increasing,High,42512.39,PhD,15,9771,3224,80.82,23.45,Germany,36.07
Amenity horticulturist,Healthcare,Decreasing,Moderate,113941.25,Bachelor’s Degree,0,3551,4257,86.91,43.43,Australia,21.48
Midwife,IT,Increasing,Low,46806.1,Bachelor’s Degree,16,3038,3248,3.85,10.61,Brazil,75.16
Artist,Entertainment,Decreasing,High,76188.95,PhD,10,9553,3122,0.25,34.66,USA,54.24
Radio producer,Entertainment,Increasing,High,54417.98,Bachelor’s Degree,1,4050,8925,67.92,2.98,Australia,42.04
"Engineer, drilling",Manufacturing,Decreasing,High,36748.09,Associate Degree,20,5673,9470,80.47,66.56,Canada,77.52
Acupuncturist,Retail,Increasing,Moderate,72959.41,Bachelor’s Degree,14,9019,4168,89.84,36.58,Australia,48.01
Retail buyer,IT,Decreasing,Low,110758.78,Master’s Degree,16,4019,2759,6.31,11.56,Australia,78.9
Theatre director,Manufacturing,Increasing,High,58373.11,Associate Degree,3,503,510,4.88,21.28,UK,57.61
Marketing executive,IT,Increasing,Moderate,125401.34,Associate Degree,8,2706,7294,54.95,24.93,UK,28.35
English as a foreign language teacher,Healthcare,Decreasing,High,148091.59,Master’s Degree,12,4656,3194,40.25,96.74,Brazil,75.93
Personnel officer,Healthcare,Decreasing,Low,61808.99,Master’s Degree,5,3998,8198,20.92,87.31,UK,50.66
Pensions consultant,IT,Increasing,Low,35112.88,Bachelor’s Degree,8,7725,9844,28.35,16.04,USA,22.86
Manufacturing systems engineer,Transportation,Decreasing,Moderate,31020.33,Bachelor’s Degree,11,9164,212,70.43,16.05,India,56.14
Adult nurse,Education,Decreasing,Low,68014.47,High School,10,3672,3761,74.23,71.65,Australia,26.58
Aeronautical engineer,Finance,Decreasing,High,99843.4,Associate Degree,19,3200,5611,74.66,42.96,UK,26.3
Environmental education officer,Finance,Decreasing,High,125352.75,Associate Degree,8,2916,6151,32.45,43.38,UK,51.57
Charity officer,IT,Decreasing,Low,109172.25,PhD,5,3216,9291,7.1,72.84,India,29.81
Accounting technician,Manufacturing,Increasing,Low,59891.57,Bachelor’s Degree,11,7392,5529,61.56,24.43,China,75.27
"Surveyor, planning and development",Finance,Increasing,Moderate,115146.46,High School,6,1893,7327,89.83,54.26,Brazil,40.28
Television production assistant,IT,Decreasing,Moderate,113262.81,Associate Degree,7,1827,5597,60.39,79.65,USA,54.01
Homeopath,Entertainment,Increasing,Moderate,94496.25,PhD,5,6954,3681,22.83,50.07,USA,24.85
General practice doctor,Education,Increasing,High,105125.53,Associate Degree,12,3664,963,97.45,50.59,USA,25.25
Senior tax professional/tax inspector,Retail,Increasing,High,33518.3,PhD,0,5913,6384,33.36,50.62,India,25.93
Conference centre manager,Healthcare,Decreasing,Low,80670.34,High School,16,8695,5190,68.78,86.4,Canada,78.79
Midwife,Finance,Increasing,High,147040.32,Bachelor’s Degree,16,8038,1917,15.44,76.37,India,79.57
Architectural technologist,Manufacturing,Decreasing,Low,78404.18,Associate Degree,19,584,4721,32.08,19.49,Brazil,39.3
Oncologist,IT,Increasing,Moderate,51478.85,Bachelor’s Degree,13,4030,3393,88.82,43.69,Australia,66.74
Special educational needs teacher,Transportation,Increasing,Moderate,86093.63,Associate Degree,20,3358,4022,25.26,44.1,India,61.35
Field seismologist,Retail,Increasing,High,121988.64,Associate Degree,7,614,3628,70.74,45.93,Germany,28.18
"Engineer, energy",Transportation,Increasing,Moderate,92424.38,Associate Degree,0,5351,9216,29.56,2.99,UK,25.12
Health visitor,Healthcare,Decreasing,Low,72044.02,Master’s Degree,8,8161,5623,50.75,37.98,China,68.59
"Therapist, nutritional",Transportation,Decreasing,Low,45861.31,Associate Degree,1,185,8447,27.97,85.98,China,22.79
"Editor, commissioning",Finance,Decreasing,High,90507.77,PhD,17,9706,6329,59.39,33.32,USA,24.18
Petroleum engineer,Manufacturing,Increasing,Low,31719.31,Associate Degree,16,7924,4079,45.11,41.66,UK,49.54
Animal nutritionist,Education,Increasing,High,144517.9,High School,12,5031,2728,25.14,89.34,Australia,60.16
"Surveyor, building control",Retail,Decreasing,Moderate,128267.08,High School,18,4358,100,88.63,88.42,China,23.99
Medical laboratory scientific officer,Manufacturing,Decreasing,Low,75207.2,High School,17,2495,7103,35.85,93.5,Canada,70.74
Horticultural therapist,Finance,Decreasing,Moderate,39445.5,High School,2,6736,4745,38.67,50.59,UK,56.01
"Conservation officer, nature",Manufacturing,Increasing,High,47731.0,Associate Degree,5,9967,1351,30.51,45.7,Australia,27.71
Veterinary surgeon,Transportation,Decreasing,High,34657.59,Bachelor’s Degree,17,8527,5696,2.06,84.03,USA,63.76
Tree surgeon,Education,Decreasing,High,125934.7,Master’s Degree,15,2632,7399,74.91,17.09,USA,72.12
Retail banker,Manufacturing,Increasing,Moderate,38896.27,Master’s Degree,3,6665,621,47.51,32.48,Australia,37.81
Writer,Entertainment,Decreasing,Moderate,117198.25,High School,10,5778,3503,98.16,52.47,UK,66.8
Technical author,Entertainment,Decreasing,High,86080.58,Bachelor’s Degree,14,1295,8688,97.84,44.35,Australia,74.75
Research scientist (life sciences),Entertainment,Increasing,Low,97990.08,PhD,1,9621,8161,3.3,51.67,UK,60.14
Structural engineer,Healthcare,Decreasing,Low,49547.55,High School,10,452,6174,21.26,68.97,Australia,23.74
Graphic designer,Retail,Decreasing,Low,92792.13,Associate Degree,20,1716,7605,12.11,64.7,UK,63.61
Operations geologist,Healthcare,Increasing,Low,79027.93,High School,6,9923,6873,48.59,84.06,USA,76.9
Geophysicist/field seismologist,IT,Decreasing,Low,105259.09,Master’s Degree,6,965,7347,74.53,45.96,UK,44.81
Associate Professor,Finance,Decreasing,Moderate,38362.3,Associate Degree,19,9566,4015,12.71,77.99,Canada,73.42
"Administrator, charities/voluntary organisations",IT,Increasing,Moderate,107882.82,PhD,19,4050,1303,58.24,39.46,Germany,40.49
Sales promotion account executive,Transportation,Decreasing,Low,71150.68,PhD,4,315,7190,62.62,99.28,China,21.59
Politician's assistant,Education,Decreasing,Moderate,114839.18,High School,1,3548,7899,73.48,20.53,China,70.14
Midwife,Finance,Increasing,Moderate,66393.6,PhD,15,3949,9794,60.82,44.55,India,56.99
Secondary school teacher,Retail,Decreasing,Low,69505.95,Associate Degree,13,4194,5673,95.79,53.94,USA,54.35
Pensions consultant,Healthcare,Decreasing,Moderate,128623.22,PhD,4,2234,9835,77.81,64.16,China,30.69
Secondary school teacher,Transportation,Decreasing,Moderate,85762.1,Master’s Degree,13,2298,8257,74.98,25.6,UK,39.93
Broadcast presenter,Finance,Increasing,Moderate,65147.46,Associate Degree,3,2136,5317,62.05,20.81,China,55.95
Financial planner,Healthcare,Increasing,High,69052.75,Bachelor’s Degree,1,6609,7272,59.46,83.02,Germany,70.91
Waste management officer,IT,Decreasing,High,83954.33,Master’s Degree,14,7309,7640,86.02,1.25,Brazil,78.73
"Therapist, speech and language",Finance,Increasing,Moderate,82396.34,Master’s Degree,4,8248,2081,7.73,77.69,Australia,41.01
Television production assistant,Retail,Decreasing,Moderate,145710.98,PhD,0,7405,1826,78.42,80.67,Australia,29.13
Commissioning editor,Healthcare,Decreasing,High,39101.68,Bachelor’s Degree,19,5222,5911,31.04,6.63,India,72.76
Volunteer coordinator,Entertainment,Increasing,High,91996.7,PhD,6,599,7938,54.54,25.05,Germany,34.5
Microbiologist,Education,Decreasing,High,148864.2,Master’s Degree,9,9711,6715,42.35,32.57,Brazil,21.27
Therapeutic radiographer,Transportation,Increasing,High,117229.54,PhD,20,6051,4827,7.14,66.8,UK,48.13
"Scientist, research (physical sciences)",Entertainment,Increasing,Low,104685.58,Associate Degree,17,7366,3054,99.13,95.93,Canada,50.9
"Optician, dispensing",Education,Decreasing,Low,52745.97,High School,10,3939,8618,57.92,83.54,UK,33.05
Database administrator,Education,Increasing,High,71618.01,High School,13,3283,3182,21.91,34.81,UK,30.08
Garment/textile technologist,Education,Increasing,Low,58882.24,High School,13,557,5478,56.36,95.59,Australia,66.97
Software engineer,Education,Increasing,Moderate,85430.16,PhD,10,6101,480,12.17,41.6,USA,68.53
"Lighting technician, broadcasting/film/video",Manufacturing,Increasing,Moderate,77466.87,Bachelor’s Degree,6,5658,3793,95.66,38.15,India,23.29
Animal nutritionist,Healthcare,Increasing,Low,69901.15,Associate Degree,6,8578,7766,41.64,84.28,Canada,24.26
"Solicitor, Scotland",Transportation,Decreasing,High,146410.69,PhD,19,4121,8384,25.82,91.52,India,67.31
Chief Operating Officer,Manufacturing,Increasing,Low,111822.83,High School,5,2954,8290,87.56,6.13,India,59.7
Hotel manager,Healthcare,Decreasing,High,81639.69,Bachelor’s Degree,3,6154,7863,45.58,18.92,Australia,54.83
Trade union research officer,IT,Increasing,Low,59826.13,PhD,2,3672,9693,66.38,22.52,China,38.89
Technical brewer,Finance,Decreasing,Low,108624.04,Bachelor’s Degree,3,920,2928,23.3,22.96,India,38.53
"Librarian, academic",Retail,Increasing,High,129715.71,Bachelor’s Degree,3,6017,4321,76.81,71.94,USA,55.54
Actuary,Entertainment,Decreasing,Low,80474.28,Master’s Degree,9,9352,1967,41.16,24.61,Germany,61.3
Systems developer,Finance,Decreasing,Moderate,83643.71,Bachelor’s Degree,14,5788,4236,56.04,8.37,UK,61.21
"Designer, interior/spatial",Transportation,Decreasing,High,39631.93,High School,9,1499,7063,38.74,24.53,India,70.04
"Pilot, airline",Healthcare,Decreasing,High,46329.51,Associate Degree,19,2826,8850,31.32,60.16,China,65.73
Theme park manager,Entertainment,Increasing,Moderate,49017.04,PhD,9,1294,8933,43.88,82.83,Canada,56.59
"Sales professional, IT",Education,Decreasing,Moderate,106806.3,High School,4,7355,9639,35.76,42.87,Australia,32.97
Print production planner,Healthcare,Decreasing,Moderate,129272.77,PhD,17,2652,7821,12.11,32.08,Australia,48.89
"Horticulturist, commercial",Healthcare,Increasing,Moderate,120674.17,Associate Degree,15,7391,3497,74.59,3.79,Canada,27.41
Barrister's clerk,Finance,Increasing,High,58738.45,High School,1,8432,6885,1.47,53.85,Germany,36.47
Comptroller,Healthcare,Decreasing,Moderate,105716.75,PhD,12,9791,3816,49.74,56.18,Canada,55.95
"Surveyor, minerals",Transportation,Increasing,Low,87566.83,High School,2,3100,7973,73.52,26.81,Australia,29.18
Psychiatric nurse,Entertainment,Decreasing,Low,149419.69,Associate Degree,8,6403,1610,2.78,81.85,Canada,30.56
Marketing executive,Education,Decreasing,Low,44556.38,High School,9,9475,3684,37.14,95.92,UK,32.6
"Journalist, broadcasting",Entertainment,Decreasing,High,111599.3,Associate Degree,6,9652,4812,39.04,23.87,Canada,53.53
Volunteer coordinator,Finance,Increasing,High,33265.65,Master’s Degree,0,8006,2619,56.66,15.31,Canada,34.74
Comptroller,Manufacturing,Decreasing,Low,59916.32,Bachelor’s Degree,20,4606,203,35.56,48.76,UK,77.46
Forensic scientist,Healthcare,Increasing,High,122565.01,High School,10,213,2174,99.67,66.26,China,53.74
Animal nutritionist,IT,Increasing,High,76122.6,Associate Degree,3,9455,3532,49.04,2.92,USA,49.35
Quarry manager,Entertainment,Increasing,High,85629.12,Bachelor’s Degree,12,1569,3903,20.62,92.94,India,67.84
"Journalist, magazine",Retail,Increasing,Low,116694.21,Master’s Degree,15,5822,3304,8.54,74.37,China,35.0
"Surveyor, building control",Education,Increasing,Moderate,125609.81,Bachelor’s Degree,1,1875,4405,45.71,53.5,UK,62.2
"Scientist, clinical (histocompatibility and immunogenetics)",Transportation,Increasing,Low,124762.84,PhD,16,3245,5484,16.61,62.97,Brazil,60.11
Counselling psychologist,Finance,Increasing,High,118042.39,PhD,15,1813,5136,60.81,10.77,Brazil,27.08
"Clinical scientist, histocompatibility and immunogenetics",Manufacturing,Decreasing,Moderate,147168.3,High School,3,6120,833,49.0,20.27,Brazil,38.75
Mental health nurse,IT,Decreasing,Low,92765.51,Associate Degree,1,3121,4224,18.8,67.18,Canada,50.01
"Teacher, special educational needs",Entertainment,Increasing,Low,79311.64,Bachelor’s Degree,17,3122,3839,34.62,38.39,Canada,21.87
Arts administrator,IT,Decreasing,Low,117885.71,Bachelor’s Degree,4,9199,8012,97.12,98.13,UK,56.42
Retail manager,Manufacturing,Increasing,High,89294.37,High School,13,1215,165,55.78,94.13,Germany,20.58
"Engineer, materials",Education,Decreasing,Low,54695.23,Bachelor’s Degree,6,4207,8924,94.62,40.79,Brazil,20.23
Set designer,Transportation,Increasing,Low,106085.83,Master’s Degree,20,9614,5424,78.12,52.89,China,27.87
Amenity horticulturist,Finance,Increasing,Moderate,76608.62,PhD,19,9414,3276,27.31,25.47,UK,46.88
Mudlogger,Manufacturing,Decreasing,High,83047.53,Master’s Degree,11,256,8038,36.9,87.31,Canada,33.14
Equality and diversity officer,Education,Decreasing,Moderate,66353.7,High School,18,8844,3239,4.94,82.5,UK,77.16
Press photographer,Finance,Increasing,High,79706.49,High School,3,759,7703,46.25,53.22,Brazil,59.8
Holiday representative,Education,Decreasing,Moderate,55829.21,Associate Degree,13,4956,3410,20.49,48.85,Brazil,27.19
Analytical chemist,Transportation,Increasing,Low,40846.35,High School,18,3462,1009,26.25,63.02,India,20.12
"Journalist, broadcasting",Transportation,Decreasing,Moderate,63399.73,Associate Degree,11,1301,3035,90.93,25.66,Brazil,76.64
Agricultural consultant,Education,Decreasing,High,131295.66,PhD,9,2756,5563,61.77,14.27,India,30.5
Clinical biochemist,Manufacturing,Decreasing,Moderate,97881.39,Master’s Degree,19,900,2495,86.08,13.78,Germany,65.55
Operational investment banker,Entertainment,Decreasing,Low,143252.63,Bachelor’s Degree,7,3142,4517,81.3,54.08,India,50.7
Rural practice surveyor,Manufacturing,Increasing,Low,45932.18,High School,8,7770,2613,78.09,5.58,Australia,40.57
"Teacher, primary school",Healthcare,Decreasing,Low,63134.81,Master’s Degree,4,7655,867,32.98,13.87,USA,78.55
"Psychologist, sport and exercise",IT,Decreasing,Low,36776.17,Associate Degree,12,1535,7216,55.12,42.23,Australia,68.16
Diplomatic Services operational officer,Entertainment,Decreasing,High,121785.83,PhD,0,8350,6055,73.75,41.46,Brazil,60.91
Audiological scientist,Education,Decreasing,Low,118796.09,PhD,10,7571,5875,94.38,82.61,Australia,32.5
Manufacturing systems engineer,Entertainment,Increasing,Low,148084.17,Master’s Degree,6,3493,8547,95.63,39.92,UK,25.84
Pension scheme manager,Finance,Decreasing,High,105982.95,Bachelor’s Degree,4,1723,393,11.87,76.78,India,57.18
Product manager,Healthcare,Decreasing,Moderate,147233.54,Master’s Degree,1,4324,1351,46.35,62.79,Brazil,39.63
Printmaker,Finance,Decreasing,High,98965.4,PhD,14,3751,7886,51.68,90.02,Germany,57.75
"Engineer, chemical",Entertainment,Decreasing,Low,147475.67,Associate Degree,14,6429,1950,73.19,35.92,USA,61.84
"Therapist, nutritional",Finance,Increasing,Moderate,40107.42,Master’s Degree,9,3739,6584,2.83,95.61,Germany,70.09
Lobbyist,Manufacturing,Increasing,Moderate,96138.22,PhD,0,2883,5701,23.33,74.22,India,77.81
"Therapist, nutritional",Healthcare,Increasing,High,134923.55,Master’s Degree,15,9858,7470,31.81,14.78,India,32.55
Chief Marketing Officer,Transportation,Decreasing,High,107830.57,PhD,17,8839,2129,4.97,91.59,Brazil,53.55
"Psychologist, educational",IT,Increasing,Low,119316.02,Bachelor’s Degree,13,4128,8918,7.2,97.45,Germany,52.22
"Engineer, energy",Manufacturing,Decreasing,Low,110785.48,Associate Degree,13,1296,2767,77.43,85.64,Germany,32.74
Photographer,Retail,Decreasing,High,64465.88,PhD,12,2057,9669,62.31,87.56,Germany,45.93
"Journalist, broadcasting",IT,Increasing,Moderate,129865.27,Master’s Degree,13,7538,9199,23.87,50.27,Australia,60.09
International aid/development worker,Education,Decreasing,High,107228.81,PhD,12,9814,1382,1.07,67.38,Germany,69.73
Electrical engineer,IT,Increasing,High,131188.78,Bachelor’s Degree,9,2252,6940,13.27,92.66,India,73.29
Hospital pharmacist,Transportation,Increasing,Low,77837.94,Master’s Degree,17,9894,4549,78.36,82.05,Brazil,43.04
"Programme researcher, broadcasting/film/video",Healthcare,Increasing,Moderate,136327.1,PhD,18,3179,8035,19.85,49.49,Germany,52.23
Solicitor,Transportation,Decreasing,High,59840.08,Associate Degree,20,1869,9046,22.86,43.83,Canada,70.98
"Doctor, hospital",Education,Increasing,Low,32154.26,PhD,10,1907,6104,32.49,6.23,Germany,75.11
Hospital pharmacist,Healthcare,Increasing,Moderate,100387.6,Master’s Degree,8,1613,4482,3.11,65.31,India,41.65
"Surveyor, mining",Retail,Increasing,High,120685.45,Bachelor’s Degree,11,3987,8094,68.35,89.65,Australia,65.59
Adult nurse,Transportation,Decreasing,Low,86481.66,Associate Degree,12,3842,1068,85.79,54.51,Australia,25.98
"Psychologist, occupational",Healthcare,Decreasing,Moderate,67056.66,PhD,6,9248,9534,82.41,56.46,USA,53.25
Warden/ranger,Retail,Decreasing,High,138855.47,PhD,10,6812,3322,73.61,61.23,USA,56.33
"Surveyor, insurance",Transportation,Increasing,High,90298.38,Master’s Degree,14,8925,1745,98.17,71.7,China,35.23
"Horticulturist, commercial",Finance,Increasing,Low,103307.72,High School,11,9495,7962,61.89,47.23,India,34.86
"Sound technician, broadcasting/film/video",Finance,Decreasing,High,37368.34,Associate Degree,1,1403,7857,27.37,10.76,Brazil,56.09
Armed forces training and education officer,Manufacturing,Decreasing,High,104470.79,Associate Degree,5,3577,2062,92.39,39.44,UK,58.47
Curator,Retail,Decreasing,High,35450.27,Bachelor’s Degree,9,2535,4742,30.54,13.56,Canada,79.9
Network engineer,Manufacturing,Decreasing,Moderate,121143.69,Associate Degree,3,6369,5466,68.99,57.02,UK,51.06
Pathologist,Entertainment,Increasing,Moderate,59853.29,Bachelor’s Degree,19,1117,2108,36.65,85.4,China,77.53
Production engineer,Entertainment,Increasing,Low,123250.04,Bachelor’s Degree,0,8954,6397,23.5,24.93,Australia,32.91
Analytical chemist,Healthcare,Decreasing,Low,86983.86,High School,5,4075,9832,90.36,64.31,USA,23.86
Museum/gallery exhibitions officer,Education,Decreasing,High,95586.95,Master’s Degree,18,7463,8271,38.8,54.4,China,55.68
"Exhibitions officer, museum/gallery",IT,Increasing,High,62693.88,Master’s Degree,5,7853,6601,40.31,9.05,Brazil,22.64
Air cabin crew,IT,Decreasing,Low,136397.55,High School,10,7290,5877,90.59,67.0,India,78.92
Armed forces training and education officer,Retail,Increasing,High,98536.4,High School,5,1152,3793,58.27,14.16,Australia,65.32
"Administrator, arts",Manufacturing,Decreasing,Low,110478.97,High School,2,1148,8430,45.0,90.52,China,20.07
Media planner,Healthcare,Decreasing,Low,52405.81,Master’s Degree,13,8661,553,68.54,46.17,Australia,72.77
Chartered legal executive (England and Wales),Manufacturing,Decreasing,High,142505.82,Associate Degree,15,2200,3593,25.9,43.16,UK,25.34
Conference centre manager,Education,Increasing,High,54027.29,Associate Degree,0,8834,234,13.37,25.26,USA,58.18
Dietitian,Entertainment,Increasing,Moderate,33387.73,Bachelor’s Degree,9,3491,1614,26.8,3.16,China,49.4
Fish farm manager,Manufacturing,Increasing,Moderate,124505.06,PhD,4,5984,693,30.79,30.49,Australia,78.35
Fashion designer,Finance,Increasing,High,89753.25,Bachelor’s Degree,11,2483,9338,59.34,37.24,China,79.12
Electronics engineer,Transportation,Decreasing,Low,116758.39,PhD,14,5971,9222,13.75,96.09,India,52.8
Airline pilot,Finance,Decreasing,Moderate,31705.1,Master’s Degree,15,8896,2102,73.36,36.08,Brazil,55.62
Air broker,IT,Decreasing,Moderate,80637.91,PhD,19,4124,8380,68.8,3.03,UK,32.74
"Surveyor, land/geomatics",Entertainment,Increasing,High,118986.51,High School,19,5870,2101,97.54,18.82,USA,64.56
Industrial/product designer,Entertainment,Decreasing,Moderate,76656.53,PhD,20,4169,4956,12.69,41.95,UK,46.37
Company secretary,Finance,Decreasing,High,117407.46,High School,2,7455,3036,36.14,54.96,USA,78.86
Theatre stage manager,Education,Increasing,High,49134.75,Bachelor’s Degree,8,2640,3559,38.53,78.26,India,21.71
"Designer, graphic",Finance,Decreasing,High,111916.11,High School,1,8443,8194,61.23,6.47,UK,56.35
"Engineer, energy",Retail,Decreasing,Moderate,122503.61,High School,8,1800,7122,49.3,17.69,Germany,34.98
Consulting civil engineer,Entertainment,Decreasing,Moderate,114926.96,Associate Degree,8,7640,431,79.91,85.33,UK,37.62
"Engineer, biomedical",IT,Increasing,High,147567.21,PhD,15,8054,8494,25.49,89.72,Brazil,71.05
Sports coach,Transportation,Decreasing,Moderate,113182.54,Master’s Degree,2,8599,3326,16.37,40.15,Canada,27.89
Colour technologist,Transportation,Decreasing,High,124008.02,PhD,3,2507,8885,40.86,36.32,Germany,43.25
Product/process development scientist,Manufacturing,Increasing,Low,136883.36,High School,3,7221,6895,89.85,66.48,China,69.97
"Engineer, communications",Finance,Decreasing,Low,51749.04,Bachelor’s Degree,16,1561,6494,88.29,57.07,China,33.44
"Therapist, sports",Retail,Decreasing,Moderate,72577.85,High School,8,8451,6003,37.99,59.49,Canada,36.11
"Engineer, civil (contracting)",Finance,Increasing,Low,134084.97,Associate Degree,2,7864,487,0.46,42.81,UK,60.82
Quarry manager,Retail,Increasing,Moderate,78546.33,Associate Degree,18,9547,7069,31.81,95.94,China,24.08
Geophysicist/field seismologist,Entertainment,Increasing,Moderate,113406.42,Associate Degree,13,7783,4821,47.48,81.12,Australia,46.36
"Civil engineer, contracting",Healthcare,Increasing,Moderate,101553.32,Bachelor’s Degree,18,4170,9524,81.26,14.32,China,32.52
Pension scheme manager,IT,Decreasing,Low,79582.93,Master’s Degree,1,9788,3389,96.17,47.34,UK,39.46
Communications engineer,Manufacturing,Increasing,Low,82873.73,High School,16,2572,1593,62.95,27.66,China,69.25
Stage manager,Education,Increasing,High,49096.04,High School,8,5009,5010,35.15,10.15,Australia,69.24
Armed forces logistics/support/administrative officer,Transportation,Decreasing,Low,78113.57,Master’s Degree,1,2649,8070,27.13,46.85,China,67.42
Counselling psychologist,Manufacturing,Increasing,Low,141941.31,Bachelor’s Degree,16,4538,5423,28.19,82.86,Canada,32.37
Proofreader,Transportation,Decreasing,Low,132116.17,Master’s Degree,11,2856,6344,63.61,65.93,UK,41.38
Chief Strategy Officer,Transportation,Decreasing,Low,33828.27,Associate Degree,18,2264,6452,37.04,24.51,Germany,55.09
Diagnostic radiographer,Manufacturing,Increasing,Moderate,58004.62,Master’s Degree,3,774,9101,63.84,50.84,China,64.53
"Designer, ceramics/pottery",IT,Increasing,Moderate,47953.83,Associate Degree,4,3507,6159,17.09,47.55,UK,59.68
Careers information officer,Finance,Decreasing,Low,87138.53,Associate Degree,16,1397,1108,30.1,20.76,Canada,25.62
Production engineer,IT,Increasing,Moderate,86936.14,Associate Degree,7,1097,1382,68.75,87.28,USA,35.8
"Therapist, nutritional",Healthcare,Decreasing,Low,72557.68,Associate Degree,13,2975,4566,74.66,85.33,Australia,79.73
Magazine features editor,Transportation,Decreasing,Low,54430.88,Associate Degree,0,6130,5013,65.1,60.17,Brazil,25.83
Quantity surveyor,Entertainment,Increasing,Moderate,90840.9,Bachelor’s Degree,2,6391,8246,84.67,48.0,Brazil,71.83
Multimedia programmer,Transportation,Decreasing,Low,122586.08,PhD,3,8353,8655,77.14,8.12,Australia,34.76
"Teacher, English as a foreign language",Finance,Decreasing,Low,62922.76,Associate Degree,16,239,2772,29.84,93.82,India,38.06
"Designer, interior/spatial",IT,Decreasing,High,120913.28,PhD,3,7057,123,11.26,77.87,China,46.81
Amenity horticulturist,Retail,Decreasing,High,80266.0,Associate Degree,14,3970,8196,1.17,27.21,UK,57.21
"Clinical scientist, histocompatibility and immunogenetics",Transportation,Increasing,Low,130516.14,Master’s Degree,9,5516,2848,31.57,99.21,Brazil,45.05
"Engineer, aeronautical",Entertainment,Decreasing,High,62720.94,Master’s Degree,17,2821,700,11.65,68.99,USA,68.59
Soil scientist,Manufacturing,Decreasing,Moderate,80378.89,Associate Degree,14,8008,8232,63.59,72.07,Brazil,23.11
Land,Finance,Increasing,Moderate,134921.07,PhD,17,7953,791,25.98,75.05,Germany,38.37
Trade union research officer,Transportation,Decreasing,High,126648.66,PhD,1,4296,3454,94.31,62.18,UK,51.55
"Engineer, site",Entertainment,Decreasing,Moderate,89782.68,Master’s Degree,3,4952,9030,12.74,5.12,USA,79.63
Field seismologist,Education,Decreasing,High,129742.25,Bachelor’s Degree,7,1454,9777,15.24,91.44,Germany,74.34
Pathologist,Healthcare,Decreasing,Moderate,107509.86,Master’s Degree,14,8294,1017,90.49,58.73,Germany,34.09
"Engineer, petroleum",Finance,Decreasing,Low,47210.38,Master’s Degree,4,6449,8802,62.24,15.42,Germany,50.46
"Programme researcher, broadcasting/film/video",Education,Decreasing,Low,49600.83,Bachelor’s Degree,0,9208,4726,92.48,52.21,USA,28.37
Ergonomist,Healthcare,Increasing,Low,131145.21,Bachelor’s Degree,5,2886,5507,5.47,2.95,Brazil,71.58
Sports coach,Manufacturing,Increasing,Moderate,126489.87,Bachelor’s Degree,12,2668,305,8.24,17.13,UK,74.83
Clinical biochemist,Entertainment,Decreasing,Moderate,95268.7,High School,20,8837,2542,65.0,61.38,UK,73.56
Careers information officer,Healthcare,Increasing,Low,139933.6,Bachelor’s Degree,20,9537,325,8.57,75.93,Australia,37.01
Forensic psychologist,Healthcare,Increasing,High,43271.31,Associate Degree,19,4120,2492,83.9,98.97,USA,39.49
Health physicist,Finance,Increasing,High,97792.44,Associate Degree,3,223,7557,63.73,7.25,USA,67.36
"Accountant, chartered public finance",Finance,Increasing,High,147224.92,Master’s Degree,15,528,4234,52.36,88.11,China,54.45
Drilling engineer,IT,Decreasing,High,120586.05,Bachelor’s Degree,17,567,8723,52.81,68.92,Australia,36.9
Chief Financial Officer,IT,Decreasing,Moderate,31402.47,Master’s Degree,10,353,5163,50.86,65.01,Germany,67.45
Community pharmacist,IT,Increasing,Moderate,109446.48,Master’s Degree,15,276,7665,91.64,66.8,USA,61.1
Aid worker,Education,Increasing,Low,121825.28,PhD,3,849,973,69.89,91.61,Australia,64.07
"Conservator, furniture",Transportation,Increasing,High,86086.9,High School,18,6278,3140,82.13,35.58,Canada,21.66
"Engineer, production",Manufacturing,Decreasing,Low,97043.7,Associate Degree,14,2387,3561,39.89,53.1,Germany,42.5
Furniture conservator/restorer,Healthcare,Increasing,Low,46571.21,Master’s Degree,19,6401,5950,2.18,32.16,Australia,65.64
Energy manager,Transportation,Increasing,Moderate,55835.76,Master’s Degree,15,2255,9315,22.25,59.6,Australia,25.86
Automotive engineer,Manufacturing,Decreasing,Low,148687.96,Bachelor’s Degree,1,704,551,60.31,1.01,China,64.92
Hospital doctor,Manufacturing,Decreasing,High,120171.4,Master’s Degree,17,8452,9986,74.55,57.17,Australia,40.64
Audiological scientist,Manufacturing,Increasing,Low,139480.53,PhD,17,5001,8589,14.13,82.24,Brazil,68.07
Recruitment consultant,Retail,Increasing,High,145298.2,High School,17,3870,3979,7.3,77.87,Canada,59.46
Tree surgeon,Transportation,Increasing,Moderate,72816.08,Bachelor’s Degree,6,7719,8326,97.17,28.5,USA,63.59
Insurance risk surveyor,Healthcare,Increasing,Moderate,149591.41,High School,15,7191,8921,24.98,98.3,UK,25.46
"Designer, furniture",Manufacturing,Increasing,High,61799.89,Associate Degree,4,6804,4265,44.7,90.59,Brazil,43.61
Health physicist,Manufacturing,Increasing,Moderate,124583.3,Master’s Degree,14,2692,8285,54.52,79.59,USA,31.49
Accounting technician,Entertainment,Increasing,Moderate,103077.21,Master’s Degree,18,8403,2186,21.1,33.33,UK,61.13
Applications developer,Healthcare,Increasing,Low,132016.24,PhD,15,432,8366,91.48,21.65,China,38.96
Investment analyst,Healthcare,Increasing,High,123773.51,High School,6,2959,1244,2.39,39.9,Canada,56.13
"Psychologist, counselling",Education,Decreasing,High,136470.38,Associate Degree,12,1728,6182,89.8,82.37,Germany,29.4
Mining engineer,Retail,Increasing,Low,83179.89,Master’s Degree,7,1796,5937,47.43,94.21,UK,35.5
Health visitor,Retail,Decreasing,High,109887.81,Associate Degree,8,1741,1929,12.38,76.53,UK,77.99
"Accountant, chartered certified",IT,Increasing,Moderate,143612.94,Bachelor’s Degree,0,8877,3076,26.96,22.48,USA,33.89
IT trainer,Healthcare,Increasing,Moderate,73717.28,Master’s Degree,7,5198,3306,70.47,88.86,Australia,25.95
Pharmacologist,Education,Decreasing,Low,76039.57,Associate Degree,20,4673,3197,38.5,30.5,USA,76.66
Clothing/textile technologist,Transportation,Increasing,Moderate,131805.44,Associate Degree,15,7207,3585,28.32,79.07,China,29.88
Learning disability nurse,IT,Decreasing,Low,33234.87,Master’s Degree,16,445,3858,5.99,63.24,Canada,51.47
"Psychologist, educational",Finance,Increasing,Low,128842.53,Bachelor’s Degree,3,5070,158,39.29,83.76,India,60.31
Mining engineer,Healthcare,Decreasing,Moderate,108621.08,High School,7,2170,5809,5.64,34.18,India,72.63
"Surveyor, quantity",Retail,Increasing,Low,90694.45,PhD,19,2210,4348,90.81,88.17,Germany,37.55
Hydrologist,Transportation,Decreasing,Low,101065.1,Associate Degree,9,5115,4457,50.91,66.16,India,39.18
"Psychotherapist, dance movement",Retail,Increasing,Moderate,135210.61,Associate Degree,13,2878,2605,66.21,73.3,China,63.59
Firefighter,Finance,Decreasing,High,97515.56,Master’s Degree,15,4127,2993,47.03,22.24,Canada,74.98
Diagnostic radiographer,Education,Increasing,High,77291.59,Master’s Degree,4,3032,7139,17.59,99.83,UK,36.78
"Teacher, English as a foreign language",Healthcare,Decreasing,High,46539.82,Associate Degree,18,2333,4053,13.85,27.71,USA,34.36
IT technical support officer,Finance,Decreasing,Moderate,99039.73,Master’s Degree,8,9641,118,71.54,37.58,Australia,48.62
Health and safety adviser,Finance,Decreasing,Low,82341.5,Master’s Degree,13,262,1000,55.05,78.35,UK,47.82
Dispensing optician,Retail,Increasing,Moderate,122412.54,High School,15,2296,4285,72.68,56.86,India,28.94
Field seismologist,Transportation,Decreasing,High,90042.7,High School,14,920,9897,84.38,94.5,UK,45.47
Musician,Transportation,Decreasing,Moderate,117432.45,PhD,17,1187,2958,96.27,54.71,UK,76.07
"Engineer, civil (contracting)",Retail,Decreasing,High,105620.88,PhD,19,1457,3724,93.14,49.06,USA,78.32
Osteopath,Transportation,Decreasing,High,79706.04,Associate Degree,9,1539,4596,93.97,21.81,USA,60.3
"Engineer, aeronautical",Education,Increasing,High,144728.41,PhD,13,300,8011,11.72,67.53,India,22.43
Chartered legal executive (England and Wales),Education,Increasing,Low,113122.44,High School,7,2623,3195,67.73,32.08,China,74.52
"Engineer, site",Entertainment,Increasing,Low,128793.42,PhD,19,8654,7314,62.32,98.46,India,37.12
Associate Professor,Manufacturing,Increasing,High,120070.73,Bachelor’s Degree,20,7054,4329,64.71,20.93,Brazil,38.59
"Designer, exhibition/display",Education,Decreasing,High,33045.96,High School,2,4234,7943,70.58,55.29,China,25.06
Midwife,Entertainment,Decreasing,Low,81512.18,Bachelor’s Degree,8,6852,2223,83.35,20.17,Brazil,76.91
Publishing rights manager,Retail,Decreasing,High,76458.16,Master’s Degree,20,7535,9930,39.87,68.68,India,36.42
Retail buyer,Transportation,Increasing,Moderate,57658.43,PhD,6,3770,3291,38.44,67.27,USA,51.3
"Psychologist, prison and probation services",Transportation,Decreasing,Low,105312.73,Associate Degree,2,8313,5195,48.32,27.47,Australia,34.34
Hydrographic surveyor,Finance,Decreasing,Moderate,63808.11,Associate Degree,9,5776,8729,90.57,51.84,UK,40.14
Counselling psychologist,Healthcare,Increasing,Low,91720.48,Associate Degree,14,4322,768,94.16,32.18,Canada,52.68
Forest/woodland manager,Education,Increasing,High,107031.57,PhD,9,4253,5735,62.33,25.59,Germany,52.64
Radiation protection practitioner,Retail,Increasing,Low,42695.71,Master’s Degree,3,7653,7703,42.85,68.7,India,21.05
Farm manager,Entertainment,Decreasing,High,73676.91,PhD,2,7466,124,13.13,36.61,Australia,20.1
Print production planner,Transportation,Increasing,High,88081.38,PhD,19,2187,4072,84.34,94.24,Australia,39.18
Gaffer,Retail,Increasing,High,67909.76,PhD,13,9135,5834,58.43,81.39,China,47.04
Occupational hygienist,Finance,Increasing,Low,31101.42,Associate Degree,4,1188,5166,60.86,45.59,UK,60.13
Sport and exercise psychologist,Retail,Increasing,High,90719.75,Master’s Degree,5,2718,7096,38.18,92.71,Brazil,38.69
"Scientist, audiological",Entertainment,Increasing,Moderate,113932.83,PhD,15,4028,9165,15.12,40.32,Brazil,37.47
Land,IT,Decreasing,Moderate,83180.76,Bachelor’s Degree,1,5220,4090,76.82,44.42,India,21.87
Adult nurse,Healthcare,Decreasing,High,58815.74,High School,4,8482,5498,25.98,58.01,Germany,43.3
Rural practice surveyor,Retail,Decreasing,High,58718.52,PhD,15,1935,2543,32.21,47.68,Germany,54.29
Operational investment banker,Transportation,Increasing,High,108446.8,Associate Degree,2,7987,9096,86.73,89.83,UK,40.92
Geoscientist,Finance,Increasing,Moderate,100898.17,Associate Degree,17,9441,7647,8.31,76.26,USA,58.01
"Engineer, agricultural",Retail,Increasing,High,98741.06,Bachelor’s Degree,14,7035,2742,94.26,46.46,India,69.86
"Psychologist, educational",Transportation,Decreasing,High,39920.5,PhD,1,1349,8022,48.79,45.82,Brazil,65.15
Mudlogger,Entertainment,Decreasing,Low,118314.4,Master’s Degree,20,6279,1621,57.98,37.54,Germany,44.63
Electronics engineer,Transportation,Decreasing,Moderate,101927.1,PhD,2,4201,1809,50.38,27.94,USA,38.47
Clinical cytogeneticist,Entertainment,Increasing,Moderate,109095.91,Master’s Degree,12,1659,9979,59.09,33.65,India,56.38
Jewellery designer,Retail,Decreasing,Low,142582.93,High School,5,6241,5949,18.04,15.09,UK,51.13
Personal assistant,Manufacturing,Increasing,Low,51213.33,Bachelor’s Degree,7,4482,1831,75.45,83.83,Brazil,48.58
"Engineer, agricultural",Manufacturing,Increasing,Moderate,92930.34,PhD,0,8965,2614,64.0,9.79,India,23.34
Arboriculturist,IT,Decreasing,Moderate,100397.88,Bachelor’s Degree,19,9757,1379,71.54,53.22,UK,59.38
Barrister,Transportation,Decreasing,Moderate,119727.53,Associate Degree,10,8855,2143,35.52,78.85,Brazil,74.01
Health promotion specialist,Finance,Decreasing,High,118648.18,Bachelor’s Degree,13,2956,5461,4.41,10.07,Canada,66.73
"Education officer, museum",Manufacturing,Increasing,Low,143631.03,Bachelor’s Degree,17,8727,3520,37.94,29.84,Canada,42.77
"Engineer, land",Healthcare,Increasing,Low,49660.58,Bachelor’s Degree,0,8263,8762,27.11,65.83,UK,28.06
Set designer,Entertainment,Increasing,Moderate,105691.07,Master’s Degree,1,4143,9077,10.51,95.9,Brazil,26.6
Educational psychologist,IT,Increasing,High,79294.79,High School,17,3178,2344,12.83,33.97,USA,62.22
"Psychotherapist, dance movement",Transportation,Increasing,Low,148562.29,Master’s Degree,1,903,1361,86.22,23.34,Germany,57.91
Marketing executive,Entertainment,Increasing,High,144452.41,Bachelor’s Degree,15,6368,4969,15.18,95.02,Germany,20.42
Forensic scientist,IT,Decreasing,Low,142513.91,Associate Degree,12,3408,3575,82.12,56.72,China,21.87
Database administrator,IT,Increasing,High,108702.62,Master’s Degree,5,1354,4106,85.16,35.86,UK,29.06
Clinical psychologist,Retail,Decreasing,Moderate,114652.42,Bachelor’s Degree,0,2749,2105,37.86,0.53,Germany,42.64
Physiological scientist,Finance,Increasing,High,97073.45,Bachelor’s Degree,13,8207,2663,44.24,43.26,USA,57.28
Landscape architect,Finance,Decreasing,Moderate,132946.13,High School,9,1959,5853,14.18,49.39,USA,23.49
"Scientist, research (physical sciences)",Retail,Increasing,High,126432.19,Master’s Degree,10,910,2449,17.75,35.52,India,54.06
Secondary school teacher,Manufacturing,Increasing,Moderate,44379.71,Bachelor’s Degree,14,2466,2037,2.97,35.61,Australia,28.63
Biomedical scientist,Transportation,Decreasing,Low,149887.69,Bachelor’s Degree,16,4343,1351,88.32,75.71,India,76.51
Chief Strategy Officer,Finance,Increasing,High,104178.58,Associate Degree,7,2133,3007,6.86,77.02,UK,36.08
"Teacher, primary school",Retail,Increasing,Moderate,130451.82,Master’s Degree,10,4422,9057,32.28,55.29,Australia,24.07
Water quality scientist,Entertainment,Increasing,Low,39033.7,High School,18,1108,8316,79.1,25.49,Germany,57.39
Homeopath,Education,Increasing,High,130493.9,High School,3,1977,6165,38.08,76.8,Germany,69.36
Armed forces training and education officer,IT,Decreasing,Low,36596.15,Master’s Degree,16,9326,6800,63.38,69.16,UK,50.26
Speech and language therapist,Retail,Increasing,High,39748.71,Bachelor’s Degree,7,691,1969,81.59,41.18,India,65.09
Operations geologist,IT,Decreasing,Low,39121.03,PhD,1,9205,7922,88.76,75.42,Canada,32.25
Publishing copy,Transportation,Increasing,Moderate,37382.72,Associate Degree,18,9135,2628,35.15,63.81,India,52.54
"Nurse, learning disability",Entertainment,Increasing,Moderate,73220.95,Bachelor’s Degree,15,965,432,70.08,62.82,Australia,48.94
Editorial assistant,IT,Increasing,High,96816.09,Bachelor’s Degree,9,7585,4956,51.49,65.69,USA,25.76
Exercise physiologist,Finance,Increasing,High,102957.68,Bachelor’s Degree,20,4371,1195,17.11,57.34,Australia,71.19
Tax inspector,Healthcare,Increasing,Low,147187.53,Master’s Degree,20,6057,9159,63.19,52.77,UK,65.26
"Radiographer, diagnostic",Retail,Increasing,Moderate,43065.7,Associate Degree,17,7781,6197,86.47,3.58,Canada,63.7
Charity fundraiser,Manufacturing,Decreasing,Moderate,110726.55,Master’s Degree,15,6827,6382,35.67,35.38,Germany,49.11
"Copywriter, advertising",Healthcare,Increasing,High,53504.54,PhD,9,1597,6690,10.22,62.84,China,77.78
Technical sales engineer,Manufacturing,Decreasing,Moderate,123506.16,PhD,0,2253,6007,40.47,34.27,Australia,49.12
"Designer, multimedia",Finance,Decreasing,Moderate,126580.29,Bachelor’s Degree,2,5886,8003,1.24,67.34,Brazil,74.7
Print production planner,Retail,Decreasing,Low,125688.37,Associate Degree,19,6403,5113,38.4,76.89,Australia,38.61
Multimedia specialist,Healthcare,Increasing,Moderate,148436.38,Bachelor’s Degree,14,1455,3789,40.38,20.49,Brazil,35.53
Research scientist (maths),Education,Increasing,Low,113931.88,Associate Degree,16,7794,2757,23.07,54.06,Canada,26.06
Licensed conveyancer,Retail,Decreasing,Moderate,105994.65,PhD,5,3230,4816,64.27,87.66,UK,46.37
Tour manager,Manufacturing,Decreasing,Low,123267.65,Associate Degree,16,6084,1940,23.26,5.86,UK,20.57
Nutritional therapist,Manufacturing,Decreasing,High,46457.49,Master’s Degree,6,2930,3634,87.57,6.78,UK,52.86
Herpetologist,Healthcare,Decreasing,High,64073.75,Bachelor’s Degree,8,7377,6839,77.7,90.67,UK,48.15
Printmaker,Healthcare,Increasing,Low,53385.79,Bachelor’s Degree,20,7802,8293,32.34,92.28,Australia,46.27
Physiotherapist,Manufacturing,Decreasing,High,115295.26,High School,20,9126,6705,52.17,3.69,China,65.32
Learning mentor,Education,Decreasing,High,68552.45,Bachelor’s Degree,13,1018,6879,16.52,59.27,India,74.48
Furniture designer,Manufacturing,Decreasing,High,98413.94,Associate Degree,18,6027,3929,99.53,2.18,UK,64.01
Insurance underwriter,Retail,Increasing,High,31029.24,Associate Degree,17,617,3799,63.49,60.59,Brazil,61.89
"Biochemist, clinical",IT,Decreasing,High,44655.99,Bachelor’s Degree,0,3934,482,66.75,42.0,Germany,46.54
Training and development officer,Manufacturing,Increasing,High,118259.84,Master’s Degree,16,4756,8921,58.02,69.25,Germany,72.78
Education administrator,Education,Increasing,Moderate,112960.15,PhD,0,2756,2459,48.56,78.86,India,43.53
Geographical information systems officer,IT,Increasing,Low,44877.05,Master’s Degree,9,4435,6589,97.07,72.68,China,63.4
"Solicitor, Scotland",Education,Increasing,Moderate,63170.44,High School,2,9914,7608,40.56,66.5,India,44.34
Commercial horticulturist,IT,Increasing,High,132336.86,Master’s Degree,16,5313,5864,53.47,1.59,China,79.63
Operational investment banker,Manufacturing,Decreasing,Moderate,30307.09,Associate Degree,0,3788,3839,57.53,28.72,Canada,45.21
Financial trader,Healthcare,Decreasing,Moderate,115537.69,Master’s Degree,16,8582,9058,57.08,5.98,Brazil,53.31
Educational psychologist,Transportation,Increasing,Moderate,88116.18,Bachelor’s Degree,15,2553,2904,90.03,66.59,India,78.8
Sports therapist,Retail,Increasing,Low,54175.91,Associate Degree,9,1976,6083,36.75,24.92,Australia,25.19
"Research officer, political party",Retail,Decreasing,High,37873.07,Bachelor’s Degree,3,367,5553,22.06,98.47,Germany,75.04
"Designer, blown glass/stained glass",Transportation,Increasing,Low,115304.54,PhD,20,8797,9182,38.59,31.73,India,43.3
Sub,Education,Increasing,Moderate,47894.07,High School,1,2846,1540,79.2,34.67,Australia,43.74
Product/process development scientist,Transportation,Decreasing,Low,118208.91,Master’s Degree,5,9383,9299,72.17,30.56,UK,63.64
Equality and diversity officer,Finance,Decreasing,Low,37827.38,Associate Degree,1,7145,3229,2.77,29.33,Canada,25.38
Insurance broker,Transportation,Decreasing,Low,51990.18,Master’s Degree,0,7753,6064,16.89,6.19,India,74.43
Mechanical engineer,Education,Increasing,High,147612.25,PhD,6,1384,1122,99.21,10.91,Germany,52.16
"Engineer, chemical",Entertainment,Increasing,High,127560.91,Associate Degree,7,7159,2774,95.06,41.11,Australia,68.56
"Investment banker, operational",Manufacturing,Increasing,Moderate,113254.39,High School,16,5987,7526,80.04,50.23,Brazil,56.15
Forensic scientist,Transportation,Increasing,Low,49146.3,High School,0,7863,2874,21.02,61.74,China,66.7
"Engineer, mining",IT,Increasing,High,42602.3,High School,18,2229,1177,15.27,78.2,India,51.48
Dentist,Education,Increasing,High,82689.03,High School,16,3365,8666,19.2,74.86,Brazil,57.53
Senior tax professional/tax inspector,Healthcare,Decreasing,High,121062.52,PhD,14,6634,236,69.19,10.91,China,56.83
Occupational psychologist,Entertainment,Increasing,Moderate,78177.14,Master’s Degree,1,2521,2841,9.1,8.19,USA,66.35
Nutritional therapist,Transportation,Increasing,Moderate,90962.95,High School,5,2444,6372,65.28,47.4,Brazil,65.57
Learning disability nurse,Retail,Increasing,Moderate,54276.52,Master’s Degree,20,844,4580,52.71,40.49,UK,42.0
Child psychotherapist,IT,Increasing,Moderate,147134.63,Master’s Degree,2,3045,4748,70.53,97.18,China,42.68
Commissioning editor,Transportation,Decreasing,High,87961.07,Associate Degree,16,9425,9081,18.28,31.35,USA,73.96
Theme park manager,Entertainment,Increasing,Moderate,145660.97,Associate Degree,9,2766,2471,86.76,89.94,USA,50.2
Accounting technician,Healthcare,Decreasing,Moderate,104962.24,PhD,14,3146,427,4.54,45.02,USA,57.35
Hotel manager,IT,Increasing,Low,138412.52,PhD,4,1260,2947,97.58,26.16,Australia,78.76
Medical secretary,Retail,Increasing,High,55515.22,PhD,0,9955,5906,50.55,53.31,Australia,20.24
Sales executive,IT,Decreasing,Moderate,109545.96,PhD,15,1442,9039,98.74,81.77,Australia,38.69
Interior and spatial designer,IT,Decreasing,Moderate,63460.17,Master’s Degree,5,6330,1617,4.06,26.22,USA,30.16
Economist,Manufacturing,Decreasing,Moderate,76059.44,Bachelor’s Degree,15,5849,6717,21.61,89.81,UK,49.14
"Psychologist, forensic",Manufacturing,Decreasing,Low,50505.54,Associate Degree,9,2625,7728,28.2,10.33,India,59.03
"Psychologist, forensic",Education,Increasing,Low,54808.84,PhD,9,5184,874,72.35,63.99,Australia,79.62
Operations geologist,IT,Increasing,Moderate,93523.0,Bachelor’s Degree,10,4714,5927,88.67,91.62,India,74.46
Photographer,IT,Decreasing,High,115881.89,Master’s Degree,16,5147,1134,46.46,30.05,Germany,39.53
Environmental health practitioner,Entertainment,Increasing,High,119339.78,PhD,2,3801,8412,69.13,62.72,Brazil,66.88
Legal executive,Entertainment,Increasing,Low,119799.75,High School,14,4765,5401,49.97,38.51,Brazil,73.62
"Designer, blown glass/stained glass",IT,Decreasing,Low,102606.37,Bachelor’s Degree,16,6669,4450,59.41,44.83,Brazil,36.6
"Loss adjuster, chartered",Transportation,Increasing,Low,73389.69,Associate Degree,18,9140,1611,63.07,42.43,India,28.81
"Geologist, wellsite",Finance,Increasing,Moderate,128624.96,Bachelor’s Degree,20,2716,8330,42.45,78.3,India,77.8
Industrial/product designer,Education,Decreasing,High,109617.24,Associate Degree,8,996,6777,72.23,53.15,India,28.35
Estate manager/land agent,IT,Increasing,High,80915.38,High School,18,4646,6751,79.2,40.88,Brazil,51.8
Armed forces logistics/support/administrative officer,Manufacturing,Decreasing,High,100566.06,High School,3,9033,8342,46.88,29.57,India,35.35
"Teacher, primary school",Entertainment,Increasing,High,67042.78,Associate Degree,2,5093,600,84.87,82.46,USA,25.45
"Sales professional, IT",Transportation,Decreasing,Low,34859.17,High School,2,4692,6183,29.32,94.64,UK,74.56
Publishing rights manager,Healthcare,Increasing,High,88021.38,Bachelor’s Degree,17,1554,2852,99.12,42.91,Australia,49.24
Dealer,IT,Increasing,Low,34684.36,Master’s Degree,16,5919,4674,36.54,22.82,India,37.93
"Horticulturist, amenity",Healthcare,Decreasing,Moderate,74497.12,High School,13,6074,5011,62.82,39.54,China,43.22
Accounting technician,Transportation,Increasing,High,94620.3,Master’s Degree,5,2967,3696,96.88,17.04,Brazil,28.42
Fitness centre manager,IT,Decreasing,High,33609.78,Associate Degree,8,9304,9936,75.91,6.5,Brazil,35.67
Telecommunications researcher,Finance,Decreasing,Moderate,45883.34,Bachelor’s Degree,0,8757,7474,17.04,89.91,Canada,49.91
Company secretary,Finance,Increasing,Moderate,112568.51,Associate Degree,5,1678,5238,74.27,34.72,Canada,20.83
Cartographer,Retail,Decreasing,Low,105461.01,Master’s Degree,3,4462,3500,6.64,64.47,India,47.95
"Sales professional, IT",Finance,Decreasing,High,108882.4,Bachelor’s Degree,3,7530,582,59.64,26.14,India,27.55
Seismic interpreter,Entertainment,Decreasing,Low,98060.2,PhD,8,5951,1719,78.67,85.51,Germany,46.99
"Designer, furniture",IT,Increasing,Moderate,105047.05,PhD,2,8009,8615,27.98,87.24,UK,74.26
Educational psychologist,IT,Increasing,Moderate,64416.94,Associate Degree,9,6162,6828,52.69,67.66,UK,27.27
Insurance underwriter,Retail,Increasing,High,129122.49,Master’s Degree,20,8211,6091,79.05,50.62,India,27.47
Commercial art gallery manager,Transportation,Decreasing,High,145275.67,Associate Degree,4,2765,7636,78.35,39.19,Canada,43.34
Horticultural consultant,IT,Increasing,High,40165.57,PhD,3,2920,3680,74.58,47.9,UK,49.47
Press sub,Entertainment,Increasing,Moderate,38873.15,Associate Degree,1,2171,2395,67.6,96.19,Brazil,63.07
"Psychotherapist, dance movement",Retail,Decreasing,Low,111768.86,Bachelor’s Degree,2,5743,4087,9.38,70.13,Australia,42.87
Music tutor,Finance,Increasing,High,35976.74,High School,14,7603,5849,89.0,34.22,Germany,30.76
"Radiographer, diagnostic",Healthcare,Increasing,High,133359.12,PhD,11,2473,837,41.16,12.38,Canada,63.89
"Engineer, chemical",Healthcare,Increasing,High,123378.71,Master’s Degree,1,1340,3262,95.96,65.13,Australia,42.69
Tree surgeon,Healthcare,Decreasing,High,122243.55,Bachelor’s Degree,6,3947,3707,1.3,32.53,Canada,46.29
"Engineer, mining",Healthcare,Decreasing,Moderate,30228.08,Bachelor’s Degree,12,4834,9583,12.18,34.85,Brazil,68.74
Water engineer,Finance,Increasing,Low,51869.29,Associate Degree,3,8527,6229,10.1,40.91,Germany,23.46
Dispensing optician,Transportation,Increasing,High,47778.57,Associate Degree,6,4475,8624,2.74,37.42,India,75.31
"Engineer, aeronautical",Manufacturing,Increasing,High,47804.88,PhD,0,7384,6853,77.77,71.47,Germany,61.33
Commercial horticulturist,IT,Increasing,Low,148702.37,Master’s Degree,10,5727,8148,68.54,33.43,Canada,68.45
Marine scientist,Entertainment,Decreasing,Moderate,86859.62,PhD,19,6993,8783,84.17,91.2,Australia,57.19
Clinical molecular geneticist,Entertainment,Decreasing,Low,59291.41,Bachelor’s Degree,12,6416,5480,2.61,43.43,Australia,44.04
Clothing/textile technologist,Transportation,Increasing,Low,74026.08,Associate Degree,10,7637,4415,64.12,68.74,Brazil,37.42
Forensic scientist,Finance,Increasing,Low,107472.44,Bachelor’s Degree,15,2739,5383,75.62,74.89,USA,21.02
"Scientist, research (medical)",Manufacturing,Decreasing,High,102082.21,Bachelor’s Degree,7,6568,4381,64.05,30.07,Canada,38.72
Historic buildings inspector/conservation officer,IT,Decreasing,Low,71012.32,Associate Degree,4,3788,5206,69.62,47.0,Brazil,79.75
"Psychologist, occupational",Entertainment,Increasing,High,114205.38,High School,7,9407,8385,65.1,63.25,Australia,38.58
"Clinical scientist, histocompatibility and immunogenetics",Finance,Increasing,Moderate,35922.57,PhD,20,4818,865,3.04,1.48,Germany,63.16
Chiropodist,IT,Decreasing,Low,113365.47,Bachelor’s Degree,7,8289,1552,28.88,20.79,Brazil,33.09
"Engineer, aeronautical",Education,Decreasing,Low,145326.67,PhD,9,3272,5233,54.59,35.27,UK,37.0
"Administrator, sports",IT,Increasing,Moderate,82472.02,Bachelor’s Degree,19,1866,483,63.56,90.23,Canada,65.46
"Engineer, biomedical",Retail,Decreasing,Moderate,37977.74,Associate Degree,1,5800,6183,62.13,74.01,USA,55.71
Geographical information systems officer,IT,Decreasing,High,95747.79,Bachelor’s Degree,15,5653,6671,84.81,17.49,Australia,69.06
Acupuncturist,Healthcare,Decreasing,Low,45329.73,PhD,15,6459,9318,55.38,14.35,Germany,41.67
Chief Technology Officer,Healthcare,Increasing,Low,54343.56,Bachelor’s Degree,6,1173,595,55.45,21.53,UK,31.14
"Engineer, electrical",Manufacturing,Increasing,Low,146332.83,High School,14,9024,646,19.35,55.05,Canada,72.18
Physiological scientist,Entertainment,Decreasing,Low,41773.94,Master’s Degree,0,2869,9712,54.69,60.77,Brazil,28.65
Higher education lecturer,Entertainment,Increasing,Moderate,67585.81,PhD,5,8498,2831,25.1,18.9,Germany,66.67
Recycling officer,Transportation,Decreasing,Moderate,94642.7,PhD,20,8541,7070,38.34,97.29,China,76.5
"Runner, broadcasting/film/video",Entertainment,Decreasing,Low,92348.18,Associate Degree,15,8988,568,80.73,36.25,Germany,42.69
Biomedical engineer,Manufacturing,Decreasing,Moderate,37101.86,PhD,19,3899,5601,50.28,88.46,Australia,65.6
Intelligence analyst,Finance,Decreasing,Moderate,103862.89,PhD,20,8535,4158,56.39,33.9,Brazil,38.0
Paramedic,Entertainment,Decreasing,High,117080.03,PhD,16,276,5570,91.38,38.4,Canada,70.66
Press sub,Entertainment,Increasing,Low,35046.15,Master’s Degree,16,121,2166,87.96,72.58,Brazil,75.04
"Surveyor, mining",Retail,Decreasing,High,71968.49,PhD,12,3221,8518,78.03,75.18,Australia,51.46
Speech and language therapist,Transportation,Increasing,High,65489.74,High School,18,2978,1668,64.85,59.27,Brazil,69.7
Commercial horticulturist,Healthcare,Decreasing,High,97083.03,PhD,6,193,4455,56.4,98.17,Australia,79.19
Marine scientist,Manufacturing,Increasing,Moderate,136676.18,Master’s Degree,11,2738,1145,16.51,95.29,Germany,31.65
Ophthalmologist,Healthcare,Increasing,Moderate,142464.3,High School,7,3011,807,69.81,43.57,Australia,28.48
IT technical support officer,Manufacturing,Increasing,Low,95616.77,Associate Degree,6,7516,6516,91.88,91.76,USA,62.17
Fish farm manager,Retail,Decreasing,High,53930.6,Associate Degree,20,2737,2283,36.7,94.17,USA,58.09
Emergency planning/management officer,IT,Decreasing,Low,91061.82,PhD,19,7397,9764,58.77,63.21,Australia,79.14
Museum/gallery conservator,Retail,Increasing,Low,63437.03,High School,5,545,3576,22.39,48.45,USA,45.83
"Designer, television/film set",Healthcare,Increasing,Moderate,133985.47,High School,1,3855,1924,3.64,40.65,UK,76.57
Contractor,IT,Decreasing,Low,73412.05,Master’s Degree,1,9218,1482,78.06,29.17,USA,69.59
Corporate investment banker,Healthcare,Decreasing,Low,35605.27,Associate Degree,13,3862,6464,51.13,94.64,Canada,49.36
"Engineer, aeronautical",Manufacturing,Decreasing,Moderate,132614.75,Associate Degree,7,6702,3212,24.28,5.6,Canada,66.38
"Surveyor, insurance",Finance,Increasing,Low,57325.59,Master’s Degree,13,6372,8038,53.63,93.81,UK,32.73
Musician,Retail,Decreasing,Moderate,39827.2,PhD,5,3849,8573,12.91,78.28,USA,71.39
Social researcher,Retail,Decreasing,Low,144060.64,Master’s Degree,6,8966,5799,69.36,61.95,China,79.45
Higher education lecturer,Entertainment,Increasing,Moderate,121970.7,Master’s Degree,4,5650,4121,27.08,37.68,Australia,35.94
"Teacher, early years/pre",Entertainment,Increasing,High,72861.5,Bachelor’s Degree,4,2196,6596,37.84,34.98,Germany,65.63
Animal technologist,Education,Increasing,Low,54577.96,Bachelor’s Degree,13,3634,5803,81.57,6.47,China,41.91
Veterinary surgeon,IT,Increasing,Low,129337.61,Bachelor’s Degree,19,6280,576,27.14,25.99,Brazil,43.76
Theatre manager,Manufacturing,Decreasing,Moderate,104464.85,High School,16,5946,4421,18.98,37.89,India,38.93
Patent examiner,Entertainment,Decreasing,Low,114783.47,Master’s Degree,6,5781,8704,37.94,65.66,Australia,44.78
"Copywriter, advertising",Healthcare,Decreasing,Low,77443.13,High School,2,9636,1303,3.03,12.74,Australia,34.67
Police officer,IT,Increasing,Low,105179.89,Bachelor’s Degree,18,7550,4551,93.3,16.12,UK,75.64
"Scientist, physiological",Manufacturing,Decreasing,Moderate,93447.07,Bachelor’s Degree,8,8593,6214,36.98,50.26,Brazil,31.52
"Programmer, multimedia",IT,Increasing,High,80502.82,Master’s Degree,19,3370,2113,95.67,81.97,USA,34.9
"Scientist, marine",IT,Increasing,Moderate,128556.56,High School,7,2859,1113,98.81,54.09,UK,36.57
Film/video editor,Manufacturing,Increasing,High,122679.6,Bachelor’s Degree,20,483,4531,99.91,81.26,USA,75.79
Forest/woodland manager,Healthcare,Decreasing,High,102559.2,High School,11,3860,9551,72.75,82.76,Germany,43.57
Public affairs consultant,IT,Increasing,High,106999.16,Master’s Degree,11,4532,9145,73.2,61.5,China,65.32
Telecommunications researcher,Retail,Increasing,High,45696.04,High School,17,7710,2549,64.82,58.06,China,31.24
"Surveyor, insurance",Finance,Decreasing,High,69494.52,Bachelor’s Degree,7,5318,1258,18.34,27.89,USA,36.55
"Editor, magazine features",Retail,Increasing,Moderate,35650.18,Bachelor’s Degree,20,6064,6208,77.87,25.61,China,34.38
Ship broker,Finance,Increasing,High,68489.53,Bachelor’s Degree,4,3919,240,82.38,60.46,Germany,25.3
Nature conservation officer,IT,Decreasing,High,74876.26,Bachelor’s Degree,18,387,8946,22.32,77.34,Australia,79.93
Commissioning editor,Transportation,Increasing,Moderate,86366.47,Master’s Degree,15,3957,6097,6.66,22.06,Germany,37.33
IT consultant,Transportation,Increasing,High,73852.45,Bachelor’s Degree,20,5034,1554,85.76,61.41,Canada,47.15
Insurance broker,Healthcare,Increasing,Moderate,120946.79,High School,17,9064,655,42.3,64.71,Brazil,24.3
Automotive engineer,Transportation,Increasing,Moderate,135386.76,Master’s Degree,2,598,7647,7.61,25.99,Australia,67.64
Building services engineer,Finance,Increasing,High,148752.01,PhD,18,1784,136,23.08,26.31,Brazil,34.13
Lobbyist,Retail,Increasing,Low,138548.57,Master’s Degree,5,4429,4714,25.81,56.33,India,78.53
Interior and spatial designer,Entertainment,Increasing,Low,78554.77,PhD,18,8485,6822,9.22,68.89,India,41.19
Tree surgeon,IT,Increasing,Low,81494.33,Bachelor’s Degree,3,7365,4877,93.3,76.47,UK,23.52
Psychotherapist,Manufacturing,Decreasing,Moderate,99747.27,PhD,4,2380,5850,97.8,74.18,India,39.43
Animal nutritionist,Entertainment,Decreasing,High,115235.26,Master’s Degree,12,4911,6070,9.64,45.06,Brazil,73.72
Operational investment banker,Finance,Decreasing,Low,73559.77,High School,11,5114,1187,41.13,71.05,USA,20.24
Regulatory affairs officer,Entertainment,Increasing,Moderate,123637.02,Associate Degree,10,7451,4652,51.97,3.51,USA,59.78
Graphic designer,Manufacturing,Increasing,Low,64390.35,High School,15,4138,6308,42.43,1.1,USA,67.39
Personnel officer,Transportation,Increasing,Low,52033.39,Master’s Degree,19,3715,7319,60.51,17.31,India,40.98
"Engineer, energy",Transportation,Decreasing,High,75849.4,Associate Degree,6,8405,480,62.63,43.75,Brazil,67.51
Warden/ranger,IT,Increasing,Low,123709.45,Associate Degree,19,4591,950,35.53,1.92,Germany,38.24
Broadcast presenter,Finance,Increasing,Moderate,50826.73,Master’s Degree,5,9859,9345,51.35,74.21,Canada,44.43
Occupational therapist,Finance,Decreasing,High,83076.4,PhD,1,3690,5921,45.73,91.91,Brazil,33.5
Building control surveyor,Manufacturing,Increasing,Moderate,41244.28,Bachelor’s Degree,12,3435,3514,60.92,19.49,India,76.69
"Teacher, secondary school",Entertainment,Decreasing,Moderate,32196.0,Bachelor’s Degree,3,5769,2142,72.52,43.54,Germany,20.39
Tax inspector,Education,Decreasing,Low,117195.89,High School,9,6211,4732,13.36,29.35,India,65.76
Fish farm manager,Manufacturing,Increasing,Moderate,60033.1,Master’s Degree,3,8240,188,89.47,67.24,India,26.77
"Engineer, technical sales",Entertainment,Increasing,High,147173.63,Associate Degree,0,9352,9070,98.13,8.95,UK,62.52
Financial trader,Finance,Increasing,High,104060.1,PhD,6,4452,8696,36.22,4.13,India,46.81
Social worker,Entertainment,Increasing,High,71526.24,PhD,1,1322,4437,71.66,74.3,USA,78.01
Art therapist,Healthcare,Decreasing,Low,105623.85,Bachelor’s Degree,12,6863,7099,58.3,63.58,India,70.04
Oceanographer,IT,Decreasing,Moderate,62638.93,Bachelor’s Degree,7,7607,3517,94.79,44.28,China,22.57
Quantity surveyor,IT,Decreasing,Low,92601.03,PhD,6,7299,849,8.91,74.52,Germany,64.9
"Engineer, electronics",Healthcare,Increasing,Low,128481.76,High School,0,3783,9941,31.58,84.88,Brazil,41.9
"Sound technician, broadcasting/film/video",Manufacturing,Increasing,Moderate,114924.21,High School,3,5414,6026,55.26,6.21,Australia,64.23
Electronics engineer,Entertainment,Decreasing,High,61195.22,Bachelor’s Degree,0,1252,5752,28.03,29.42,Canada,73.12
Actuary,Healthcare,Increasing,Moderate,70645.1,Associate Degree,0,6547,2353,48.9,76.68,Australia,71.64
Chiropractor,Education,Decreasing,Moderate,123303.21,Bachelor’s Degree,15,9981,9414,42.26,79.77,China,26.46
Chief Financial Officer,Retail,Increasing,Low,68778.25,Associate Degree,15,5931,8647,94.98,51.71,UK,62.47
Horticultural therapist,Education,Increasing,High,57816.79,PhD,13,2053,1549,68.13,79.64,Canada,42.26
Geophysical data processor,Education,Decreasing,Low,34025.34,PhD,8,3801,6008,79.55,80.61,Australia,25.45
Television camera operator,Transportation,Decreasing,Moderate,149276.4,Associate Degree,20,9789,3434,86.09,6.33,Brazil,73.31
Learning mentor,Entertainment,Decreasing,High,92205.75,Associate Degree,14,8903,8698,41.48,82.75,China,73.7
"Conservator, furniture",Manufacturing,Decreasing,Moderate,125624.65,Master’s Degree,4,5534,2637,48.33,40.14,Brazil,34.93
"Engineer, communications",IT,Decreasing,Moderate,42623.65,Master’s Degree,15,8662,5031,32.45,53.73,India,59.23
Clinical research associate,Finance,Increasing,High,115002.12,High School,19,329,1787,59.84,34.59,Brazil,58.06
Tax adviser,Education,Increasing,Low,44950.85,Master’s Degree,10,3265,3140,23.67,80.76,Australia,23.15
Horticultural consultant,IT,Decreasing,Low,43586.14,Master’s Degree,16,9664,897,92.95,63.29,India,42.88
"Solicitor, Scotland",IT,Decreasing,Low,113381.98,Associate Degree,7,2022,8762,70.52,4.82,China,75.75
Travel agency manager,Healthcare,Decreasing,High,70825.39,Bachelor’s Degree,20,7016,4662,58.74,54.5,USA,59.6
Personnel officer,Healthcare,Increasing,Low,36510.93,Associate Degree,20,6641,1905,37.73,65.86,Canada,23.86
Production manager,Healthcare,Increasing,Moderate,137543.07,Bachelor’s Degree,15,1721,5495,59.88,24.24,UK,54.43
Psychotherapist,Manufacturing,Decreasing,Moderate,142242.48,Master’s Degree,3,3142,3548,1.73,70.3,USA,56.55
Television production assistant,Transportation,Increasing,High,125958.59,Bachelor’s Degree,7,2160,2346,23.17,4.47,China,28.83
Tax inspector,Retail,Decreasing,Low,142026.91,Master’s Degree,1,8118,2768,46.91,98.92,Canada,75.14
"Designer, industrial/product",Education,Increasing,High,125312.55,Associate Degree,2,8462,2346,76.73,45.67,Brazil,37.22
Games developer,Finance,Decreasing,Low,118228.81,PhD,6,7825,5907,39.5,99.66,USA,78.01
Further education lecturer,IT,Decreasing,Low,91411.37,Bachelor’s Degree,7,3734,195,62.04,64.49,UK,23.29
Dramatherapist,Transportation,Decreasing,High,131261.55,Bachelor’s Degree,18,1073,5074,11.16,53.74,Germany,46.37
"Librarian, public",Retail,Decreasing,High,44909.59,Master’s Degree,7,3521,4139,42.79,20.64,Brazil,74.8
International aid/development worker,Manufacturing,Decreasing,Moderate,51574.39,High School,10,8016,6875,81.97,26.39,UK,32.2
Petroleum engineer,Entertainment,Decreasing,Low,79404.98,Associate Degree,8,9313,6555,24.34,65.55,India,53.4
"Teacher, English as a foreign language",Entertainment,Decreasing,Low,63825.49,Associate Degree,5,8016,4221,77.65,45.21,Brazil,58.31
International aid/development worker,Healthcare,Increasing,Moderate,92466.78,Bachelor’s Degree,20,8280,917,31.13,12.88,USA,59.12
Video editor,IT,Decreasing,Low,103699.46,Associate Degree,0,3277,3862,7.84,60.19,UK,22.03
"Sales professional, IT",Transportation,Increasing,Low,73139.36,Associate Degree,12,5601,3074,91.75,31.33,Germany,27.43
Actuary,Retail,Increasing,Low,109978.85,Master’s Degree,10,3917,8835,81.26,62.52,China,42.21
"Teacher, early years/pre",Education,Increasing,Moderate,49569.12,Master’s Degree,19,6356,8033,58.3,35.42,China,64.23
Fashion designer,Manufacturing,Increasing,Low,149605.91,Master’s Degree,15,1548,6008,57.31,39.03,Germany,74.37
Photographer,IT,Increasing,Moderate,81288.06,PhD,10,1482,1889,10.23,96.63,Brazil,53.35
Podiatrist,Education,Increasing,High,77585.49,Associate Degree,0,8807,2020,34.75,31.58,Germany,26.66
Prison officer,Education,Increasing,High,142438.68,Bachelor’s Degree,10,3262,725,42.7,44.63,China,60.96
"Engineer, building services",Retail,Increasing,Moderate,127677.51,Master’s Degree,11,3254,9450,14.2,67.76,UK,67.18
Trade union research officer,Education,Decreasing,High,31259.17,PhD,7,282,627,21.66,88.41,USA,67.2
Commercial/residential surveyor,IT,Increasing,Moderate,100158.26,PhD,11,2811,6455,9.84,98.18,Canada,69.06
Forensic scientist,Education,Increasing,Low,96934.82,High School,20,988,2396,69.0,0.79,Germany,31.76
Toxicologist,Retail,Decreasing,Moderate,48177.43,Associate Degree,3,1042,3635,78.53,34.71,India,34.6
Tourist information centre manager,Transportation,Decreasing,Low,103487.96,High School,12,5438,3948,91.61,54.12,Australia,70.63
"Teacher, special educational needs",Healthcare,Increasing,High,73962.82,High School,17,6340,785,35.81,3.72,Brazil,55.09
"Scientist, research (physical sciences)",Healthcare,Increasing,Moderate,84937.72,High School,18,3510,5082,70.97,25.34,India,20.84
"Physicist, medical",Manufacturing,Decreasing,Moderate,85010.92,Associate Degree,17,9649,3612,54.68,98.03,Canada,42.79
Agricultural engineer,Manufacturing,Increasing,High,119671.29,PhD,9,1210,4517,96.2,28.46,India,26.12
Special educational needs teacher,Manufacturing,Decreasing,Low,80099.11,Associate Degree,8,834,3808,36.95,15.34,Australia,67.63
Information officer,Education,Decreasing,High,130401.41,Associate Degree,3,3500,3408,12.58,71.46,China,72.05
Museum/gallery exhibitions officer,Transportation,Decreasing,Moderate,64713.32,Bachelor’s Degree,15,5473,6783,76.41,24.23,Germany,47.02
Musician,Healthcare,Increasing,Moderate,102220.8,High School,3,2277,8842,76.33,14.2,China,74.83
"Producer, television/film/video",Entertainment,Increasing,Low,87516.61,High School,20,228,6246,40.47,30.59,China,53.87
Colour technologist,Retail,Decreasing,Moderate,110076.19,Bachelor’s Degree,20,7058,3527,21.39,75.23,USA,60.12
Fashion designer,Finance,Increasing,Moderate,141845.69,Master’s Degree,16,6115,7596,22.44,15.31,Germany,61.16
"Teacher, music",Manufacturing,Increasing,Low,79916.91,High School,18,3424,6799,67.7,38.22,Australia,38.31
Race relations officer,Finance,Increasing,Moderate,148026.57,Master’s Degree,10,7458,1371,81.78,82.45,Australia,53.53
Site engineer,Entertainment,Increasing,Moderate,132277.25,Master’s Degree,6,3285,9159,14.5,36.92,Germany,21.4
Prison officer,Entertainment,Decreasing,Low,88949.0,Master’s Degree,0,8561,1284,83.14,57.49,Brazil,48.46
Art gallery manager,Healthcare,Decreasing,Low,96462.61,Associate Degree,19,2433,2869,75.69,53.21,Australia,27.83
Armed forces training and education officer,Entertainment,Increasing,Moderate,148586.18,High School,7,2963,8484,81.92,25.71,Germany,77.13
Cartographer,Transportation,Increasing,Low,110303.25,Master’s Degree,6,7596,1499,57.46,11.63,China,20.3
Marine scientist,Healthcare,Increasing,Low,138082.27,Bachelor’s Degree,1,2123,3512,56.24,1.63,Germany,68.3
Prison officer,Retail,Increasing,High,123458.45,Master’s Degree,8,7912,7252,76.47,16.2,China,48.76
"Runner, broadcasting/film/video",IT,Increasing,Moderate,93097.01,High School,15,5558,2752,73.49,90.38,USA,49.07
Forensic psychologist,IT,Increasing,Moderate,123339.82,High School,10,3357,143,46.63,45.04,UK,34.9
Interior and spatial designer,Manufacturing,Decreasing,Low,137446.8,Associate Degree,3,3903,7421,77.89,54.22,USA,57.9
IT sales professional,Retail,Increasing,Moderate,93942.29,Bachelor’s Degree,12,2697,9161,32.62,60.54,Australia,64.43
"Producer, television/film/video",Healthcare,Increasing,Moderate,112847.57,PhD,19,8208,561,71.26,68.81,USA,40.72
Lexicographer,Education,Increasing,Low,126765.82,High School,8,1443,5726,65.4,5.97,USA,61.21
Sports therapist,Finance,Decreasing,Low,48355.19,PhD,15,1621,2220,40.39,1.09,UK,20.65
"Librarian, public",Manufacturing,Increasing,Moderate,107478.48,Associate Degree,14,7001,4025,98.78,38.58,India,57.17
Clinical biochemist,Entertainment,Decreasing,Low,59075.31,Bachelor’s Degree,9,1744,6151,73.83,28.46,UK,72.53
Medical laboratory scientific officer,Entertainment,Decreasing,Moderate,58535.67,High School,2,1552,4411,14.55,11.54,Germany,73.71
Hydrologist,Education,Increasing,Moderate,55292.77,Bachelor’s Degree,5,3366,6384,42.98,34.81,Brazil,47.84
Advertising account planner,Retail,Decreasing,Moderate,102974.5,PhD,12,5344,1935,74.32,3.33,Canada,63.04
"Surveyor, rural practice",IT,Decreasing,Moderate,120700.32,PhD,14,6672,1625,85.71,81.59,Canada,71.17
Health physicist,Finance,Increasing,Moderate,54454.33,PhD,3,9598,9296,93.37,20.84,Brazil,28.25
"Radiographer, diagnostic",Entertainment,Decreasing,Low,60802.05,Associate Degree,10,2528,9787,14.17,27.78,UK,53.53
Television floor manager,Entertainment,Decreasing,High,78429.46,Master’s Degree,0,4933,7846,52.68,7.76,Australia,66.79
Air broker,Finance,Increasing,Moderate,102610.75,High School,18,6986,5282,81.36,0.75,Canada,20.51
Financial planner,Finance,Increasing,Low,64516.59,Associate Degree,1,2618,1256,6.79,28.63,UK,49.53
Audiological scientist,IT,Decreasing,Low,30839.58,Bachelor’s Degree,9,380,8106,75.29,9.06,China,60.13
Cabin crew,Education,Decreasing,Low,40654.09,PhD,0,7937,3746,19.45,90.03,UK,75.93
Armed forces operational officer,Retail,Increasing,High,140133.95,PhD,7,1952,4680,98.97,12.35,Brazil,25.15
Trading standards officer,Transportation,Increasing,Moderate,42423.76,Master’s Degree,7,4280,115,24.41,18.56,India,60.4
Fashion designer,Entertainment,Decreasing,Moderate,112009.49,High School,14,3059,5130,58.87,52.68,Germany,30.29
Hydrogeologist,Healthcare,Decreasing,Low,75594.3,High School,5,6183,5812,68.17,56.91,USA,51.29
Civil Service fast streamer,Finance,Decreasing,High,76804.02,PhD,4,3229,5139,57.76,5.94,India,60.35
Graphic designer,Retail,Decreasing,High,109432.81,PhD,4,6491,1407,14.75,1.86,Canada,61.6
Psychiatric nurse,Retail,Decreasing,Moderate,95198.8,Bachelor’s Degree,3,1626,2175,94.55,88.68,Australia,59.17
Newspaper journalist,Retail,Decreasing,Low,93485.87,PhD,15,3308,6159,41.54,3.58,China,62.11
Garment/textile technologist,Retail,Increasing,Low,132408.39,Associate Degree,15,2209,887,80.02,79.25,Brazil,42.85
Homeopath,Finance,Increasing,Moderate,105040.53,High School,11,1904,3397,82.28,54.17,Australia,42.11
Haematologist,IT,Decreasing,Low,96538.54,Master’s Degree,4,5599,1134,2.8,29.97,Canada,66.22
Furniture designer,Retail,Increasing,Low,110993.83,PhD,6,2315,9767,97.34,45.7,USA,23.46
"Therapist, nutritional",Finance,Decreasing,High,112265.44,High School,8,2897,6842,84.38,60.08,Brazil,38.1
Forensic psychologist,Finance,Increasing,High,71977.0,PhD,5,502,9202,22.21,53.28,Australia,46.49
Radio broadcast assistant,Transportation,Increasing,Moderate,98065.28,Associate Degree,7,6184,4043,42.02,20.57,Australia,33.34
Dentist,Manufacturing,Decreasing,Low,66029.3,Master’s Degree,9,2499,8014,23.71,44.25,Germany,64.53
International aid/development worker,Entertainment,Decreasing,High,101234.89,Associate Degree,9,669,3900,69.66,50.92,Canada,42.06
Web designer,Manufacturing,Increasing,Moderate,31033.13,Master’s Degree,2,788,3150,54.79,14.19,China,79.01
Games developer,Entertainment,Decreasing,High,94753.8,Master’s Degree,20,1007,6258,98.66,4.17,USA,23.75
Translator,Transportation,Decreasing,High,83083.92,PhD,14,3647,8942,5.54,45.48,Canada,72.08
Licensed conveyancer,Retail,Decreasing,High,125518.06,Bachelor’s Degree,14,7792,8333,96.06,42.53,Germany,45.89
Holiday representative,Healthcare,Decreasing,High,140044.54,Associate Degree,15,3485,5272,61.51,31.46,Brazil,69.66
Clinical psychologist,Manufacturing,Increasing,Moderate,57780.81,Bachelor’s Degree,17,8016,2700,6.34,42.69,Brazil,53.09
Research scientist (maths),Transportation,Decreasing,Moderate,34636.02,High School,2,2870,4070,45.09,11.77,Germany,33.36
Banker,Transportation,Decreasing,Moderate,39874.55,Bachelor’s Degree,4,7608,6256,87.72,60.0,UK,72.77
Orthoptist,Entertainment,Increasing,Low,92813.88,Master’s Degree,16,3635,8460,28.93,78.6,Germany,62.87
Water quality scientist,Transportation,Increasing,High,128398.16,PhD,9,3837,6779,72.42,54.82,India,44.53
Retail manager,Education,Increasing,Moderate,76239.71,Master’s Degree,15,9291,3180,14.38,16.51,India,29.98
"Education officer, museum",Retail,Increasing,Moderate,109603.48,Bachelor’s Degree,20,5541,7568,50.39,74.4,Canada,78.08
Psychiatrist,Manufacturing,Decreasing,Moderate,54926.62,High School,19,8543,3144,57.38,87.81,India,42.76
Web designer,Manufacturing,Increasing,High,116083.84,Bachelor’s Degree,2,2707,5630,95.63,26.78,India,73.75
Visual merchandiser,Entertainment,Increasing,Moderate,133646.65,Bachelor’s Degree,6,4574,9128,81.09,75.6,UK,59.54
Special effects artist,Entertainment,Decreasing,Low,32127.11,Bachelor’s Degree,7,2355,930,36.29,93.3,UK,20.82
"Surveyor, hydrographic",Finance,Increasing,Low,136766.64,High School,5,9982,1956,4.06,2.53,Germany,38.08
Research scientist (physical sciences),Finance,Decreasing,Low,100226.67,Master’s Degree,17,616,8740,68.23,87.49,Canada,37.1
Chiropodist,IT,Decreasing,Low,140874.82,Associate Degree,7,6891,5320,72.12,97.57,UK,55.97
Housing manager/officer,Manufacturing,Increasing,Low,96439.39,PhD,6,4884,3198,68.63,30.02,Canada,52.68
Herbalist,Entertainment,Increasing,Low,107918.42,Bachelor’s Degree,12,4119,5802,51.35,16.63,USA,58.68
Soil scientist,Finance,Increasing,Low,91732.32,Bachelor’s Degree,8,4050,389,51.14,59.13,China,73.07
"Investment banker, operational",Healthcare,Decreasing,Low,126733.65,High School,19,4888,6974,61.94,91.87,India,68.47
Interior and spatial designer,Healthcare,Increasing,Low,40328.13,Associate Degree,0,582,4749,51.67,61.57,UK,32.78
"Sales professional, IT",Transportation,Increasing,Low,85603.21,PhD,10,1998,6349,9.28,73.29,Canada,20.52
"Scientist, research (medical)",Healthcare,Decreasing,High,117975.93,Master’s Degree,2,7540,4476,95.8,95.23,Australia,20.82
"Lighting technician, broadcasting/film/video",Entertainment,Increasing,Moderate,80493.88,PhD,13,4048,8739,59.19,98.47,India,75.66
Television camera operator,Finance,Increasing,High,50729.67,Associate Degree,4,1934,7096,28.1,86.87,Australia,65.45
Tree surgeon,IT,Decreasing,Moderate,124733.54,High School,12,9548,3588,58.07,91.56,Australia,42.41
Research scientist (maths),Retail,Increasing,Low,71258.95,Associate Degree,19,294,3185,61.99,58.03,Brazil,27.1
Systems developer,Retail,Increasing,Low,66083.37,High School,15,1179,5456,86.92,71.37,UK,55.63
Chief Operating Officer,Finance,Increasing,Moderate,66635.84,PhD,13,766,6737,44.01,50.6,UK,68.36
Public affairs consultant,Healthcare,Increasing,Moderate,69701.12,PhD,0,8333,8280,74.47,72.43,USA,24.71
"Producer, television/film/video",Entertainment,Increasing,Low,92406.08,High School,8,3066,9267,29.31,86.09,USA,26.16
Company secretary,Finance,Decreasing,High,32530.6,Associate Degree,5,8665,7312,57.17,19.69,Brazil,73.55
Product manager,Entertainment,Increasing,High,124539.58,Associate Degree,16,9722,5161,63.28,9.72,Australia,40.08
Actuary,Education,Decreasing,Low,138162.26,PhD,16,9358,4541,80.96,81.16,Germany,27.27
Town planner,Transportation,Increasing,High,62561.34,PhD,16,8744,8071,26.85,69.28,UK,32.28
Animator,Education,Decreasing,Low,114771.14,Associate Degree,3,3590,7982,9.68,55.15,Canada,73.66
Insurance claims handler,Entertainment,Decreasing,Low,106269.95,Master’s Degree,5,3789,5254,74.47,36.51,Germany,34.36
Tour manager,Finance,Increasing,Low,108236.91,Associate Degree,9,3376,7231,10.07,86.07,Australia,67.09
Chiropodist,Healthcare,Increasing,Moderate,102508.88,PhD,15,5992,2868,95.74,60.07,India,32.09
Private music teacher,Manufacturing,Increasing,Moderate,107070.29,Associate Degree,8,5185,5585,59.75,40.19,Australia,71.41
"Education officer, environmental",Finance,Increasing,Moderate,85679.64,Bachelor’s Degree,16,3637,8317,15.07,59.37,Germany,69.99
Air broker,Entertainment,Increasing,High,52133.3,Bachelor’s Degree,1,4994,3278,33.34,42.2,Germany,74.2
Ophthalmologist,IT,Increasing,Moderate,58839.6,Bachelor’s Degree,2,3238,1668,64.82,99.55,India,67.37
"Administrator, Civil Service",Healthcare,Decreasing,Moderate,99196.2,Master’s Degree,18,7990,5347,99.57,22.73,India,74.38
"Designer, television/film set",Finance,Decreasing,Low,86602.52,PhD,0,4017,7768,99.77,61.82,UK,51.64
Industrial/product designer,Healthcare,Increasing,Low,101641.88,Associate Degree,2,7418,1573,99.42,10.09,Canada,29.38
Financial adviser,Manufacturing,Increasing,Low,143868.04,Master’s Degree,18,7189,8410,62.71,66.47,China,62.33
Quarry manager,Retail,Decreasing,Moderate,90255.62,Associate Degree,8,8128,7706,20.33,41.1,China,34.33
Clinical molecular geneticist,Finance,Increasing,High,79111.05,Bachelor’s Degree,4,5393,2362,98.38,62.67,Australia,26.28
Sport and exercise psychologist,Education,Decreasing,Moderate,42433.81,Master’s Degree,13,8456,5669,79.08,80.9,Australia,54.65
"Administrator, education",Retail,Increasing,High,95168.28,High School,9,514,6897,84.77,90.32,India,29.02
Transport planner,Education,Decreasing,High,44493.66,Master’s Degree,11,7483,1405,72.87,42.48,Brazil,55.63
Cytogeneticist,Entertainment,Increasing,Moderate,93049.19,Master’s Degree,4,9601,9127,24.36,90.92,Australia,32.94
Chartered legal executive (England and Wales),Education,Increasing,Moderate,55401.28,Associate Degree,20,7824,4801,66.37,38.6,Australia,67.63
Quantity surveyor,Healthcare,Increasing,Low,97807.35,PhD,16,6879,5981,45.92,64.74,Brazil,31.18
"Engineer, energy",Entertainment,Decreasing,Moderate,68500.12,PhD,19,1658,1259,0.7,93.52,India,49.32
Data processing manager,Transportation,Increasing,High,69954.16,High School,16,5057,6739,25.39,38.36,Australia,27.97
Data processing manager,Education,Decreasing,High,86012.02,Bachelor’s Degree,9,286,8853,87.36,69.49,UK,64.52
Estate agent,Healthcare,Decreasing,Moderate,89804.06,Bachelor’s Degree,17,3657,5537,47.13,49.0,Australia,61.54
Medical laboratory scientific officer,Finance,Increasing,Low,33275.96,Bachelor’s Degree,7,781,5894,31.76,13.39,China,73.19
Intelligence analyst,Entertainment,Decreasing,Moderate,84998.12,Associate Degree,5,6432,4190,72.66,8.33,Germany,71.7
Early years teacher,Transportation,Increasing,High,50571.4,Associate Degree,17,5443,331,10.29,90.91,USA,36.77
Academic librarian,Healthcare,Decreasing,High,42734.04,Bachelor’s Degree,6,8077,5052,50.36,36.0,USA,59.75
Psychotherapist,Transportation,Increasing,Moderate,136491.07,Bachelor’s Degree,17,9452,241,24.57,58.3,Australia,51.67
"Conservation officer, nature",Manufacturing,Decreasing,Low,114446.81,High School,15,4476,2997,37.58,83.96,India,44.27
"Doctor, general practice",Education,Increasing,Moderate,85414.85,Associate Degree,1,7115,353,23.75,27.22,China,67.11
Chartered legal executive (England and Wales),Finance,Decreasing,Low,33711.53,Bachelor’s Degree,9,9352,8852,88.18,26.51,Germany,47.01
Prison officer,Education,Decreasing,Moderate,145652.18,PhD,9,5845,3466,91.36,90.62,India,46.16
Fine artist,Entertainment,Decreasing,Moderate,136289.76,PhD,0,8330,1548,98.48,58.44,China,56.38
Futures trader,Finance,Decreasing,High,100890.8,Master’s Degree,12,1823,9711,81.81,40.37,Brazil,47.21
"Administrator, education",Education,Increasing,Low,120603.96,High School,10,1259,1475,10.15,22.66,India,31.77
Animal technologist,Education,Decreasing,High,82266.84,High School,7,7069,9485,40.52,45.86,Canada,65.59
Brewing technologist,Healthcare,Increasing,Low,69517.35,PhD,8,4031,3370,13.9,88.6,Australia,56.65
IT trainer,Entertainment,Decreasing,High,147403.69,High School,4,6290,6315,25.02,72.91,Australia,73.3
"Teacher, secondary school",Entertainment,Increasing,Low,63484.13,Master’s Degree,11,5852,5871,9.12,62.33,USA,39.28
Artist,Entertainment,Increasing,High,73504.17,PhD,13,2684,2189,60.81,23.55,China,54.16
Nutritional therapist,Retail,Decreasing,High,52258.84,Bachelor’s Degree,9,2059,2911,79.27,35.57,UK,60.96
Clinical cytogeneticist,Finance,Decreasing,High,120694.01,Master’s Degree,20,3312,8760,34.19,93.49,Brazil,57.72
"Teacher, music",Finance,Increasing,High,130952.7,Master’s Degree,13,2541,8757,9.17,61.01,India,21.39
Politician's assistant,Manufacturing,Decreasing,Moderate,76409.01,Bachelor’s Degree,6,6497,4451,45.46,68.74,Brazil,49.4
Counsellor,Manufacturing,Increasing,Low,101938.62,Bachelor’s Degree,13,4522,9051,69.43,62.14,India,71.49
Copy,Entertainment,Increasing,Moderate,72140.63,PhD,1,9528,5411,54.03,78.92,UK,75.64
Plant breeder/geneticist,Manufacturing,Increasing,Low,71278.17,Master’s Degree,13,1840,3408,85.49,57.08,Brazil,35.41
Mining engineer,Transportation,Increasing,High,110917.1,Associate Degree,6,2179,5608,53.68,80.72,Australia,43.26
Museum education officer,IT,Increasing,High,69172.67,PhD,0,2714,7987,63.51,21.65,Australia,43.35
Immigration officer,Manufacturing,Decreasing,Low,85333.93,High School,0,5098,4182,27.57,32.04,Australia,32.3
Radio broadcast assistant,IT,Increasing,Low,148918.04,Master’s Degree,17,8687,8848,89.06,52.17,Australia,70.15
Technical author,Healthcare,Decreasing,High,69208.09,Associate Degree,3,9861,8276,95.53,61.98,Germany,79.78
Environmental consultant,Healthcare,Decreasing,Moderate,88497.58,Master’s Degree,9,6941,4830,60.38,91.93,China,55.77
Bookseller,Retail,Increasing,High,42831.95,High School,7,9798,8307,75.94,22.09,Germany,43.42
Interpreter,Education,Increasing,Low,71384.28,High School,15,1855,4492,93.98,2.23,India,66.43
Patent examiner,Transportation,Decreasing,Low,63763.63,Associate Degree,18,5059,4766,3.78,14.96,Australia,27.5
Education administrator,Healthcare,Decreasing,Moderate,46524.51,Bachelor’s Degree,7,9856,5251,4.4,44.73,China,46.13
Museum/gallery conservator,Transportation,Decreasing,High,116615.58,Bachelor’s Degree,16,8503,3373,55.43,39.14,USA,41.88
Estate manager/land agent,IT,Increasing,Moderate,113452.93,PhD,19,7890,7659,27.78,31.53,China,71.85
Art gallery manager,Entertainment,Decreasing,Moderate,32005.57,Associate Degree,11,6391,7040,48.65,74.25,USA,35.11
Clinical psychologist,Finance,Increasing,High,142788.82,PhD,5,9745,868,46.35,32.33,Germany,48.78
Arts development officer,Healthcare,Decreasing,Moderate,63191.1,Bachelor’s Degree,2,6966,6275,43.27,42.89,USA,49.73
"Horticulturist, commercial",Manufacturing,Increasing,High,36440.37,Associate Degree,7,3136,8813,23.78,79.55,Canada,71.97
Associate Professor,Manufacturing,Increasing,High,103678.84,High School,13,1747,9593,61.8,66.66,Australia,69.84
Brewing technologist,Entertainment,Increasing,Low,86408.19,PhD,20,6793,6713,56.17,14.1,Australia,73.7
Warden/ranger,Healthcare,Increasing,High,37598.13,PhD,16,8538,9972,3.27,98.13,Canada,43.29
Animator,Finance,Increasing,Moderate,86125.27,High School,8,4568,3734,23.89,20.34,UK,43.1
Accounting technician,Finance,Decreasing,Moderate,33170.8,Bachelor’s Degree,19,4539,2070,48.64,37.06,Germany,54.86
Publishing rights manager,Education,Decreasing,High,63563.87,PhD,14,5047,7046,48.06,82.17,China,32.79
Environmental manager,Finance,Decreasing,Low,119265.97,Master’s Degree,16,5653,4246,36.78,88.85,China,33.3
Maintenance engineer,IT,Decreasing,Low,60474.22,Master’s Degree,3,568,2951,3.49,2.27,Brazil,77.91
"Therapist, occupational",Retail,Increasing,Low,108072.23,PhD,7,7820,7169,42.06,27.29,UK,62.31
Marketing executive,Entertainment,Increasing,Low,121840.96,Associate Degree,12,5252,1461,50.2,22.62,USA,69.84
Land,Transportation,Increasing,Moderate,75040.1,Bachelor’s Degree,13,8027,3607,58.39,79.76,UK,52.81
Broadcast journalist,IT,Decreasing,Moderate,47287.61,Master’s Degree,13,2575,6326,68.26,73.16,Brazil,45.04
Human resources officer,IT,Decreasing,High,77305.53,High School,4,5726,7388,71.68,47.79,USA,49.93
Occupational psychologist,Transportation,Decreasing,Low,75795.47,Associate Degree,10,3381,4590,18.67,61.61,USA,42.03
Diagnostic radiographer,Transportation,Increasing,Moderate,63841.24,Bachelor’s Degree,0,4984,320,28.54,20.25,India,51.97
Research scientist (life sciences),Finance,Decreasing,Moderate,57471.99,Bachelor’s Degree,17,9448,6077,24.37,50.05,Canada,47.76
"Psychologist, counselling",Entertainment,Decreasing,High,129319.27,Master’s Degree,13,8491,1338,52.73,53.32,China,49.32
Television floor manager,IT,Decreasing,Moderate,83171.2,Master’s Degree,14,5272,3840,66.23,73.56,UK,51.52
Camera operator,Manufacturing,Decreasing,Moderate,133146.19,Bachelor’s Degree,12,3032,9926,95.04,68.29,India,50.65
Merchant navy officer,IT,Increasing,Low,107026.96,Associate Degree,17,6891,2270,91.25,63.67,USA,20.71
"Scientist, audiological",Retail,Increasing,Moderate,84152.94,PhD,1,9193,1452,93.17,45.83,Brazil,63.38
"Loss adjuster, chartered",Entertainment,Increasing,High,80709.9,PhD,6,1649,8207,55.47,88.44,Brazil,54.17
Office manager,Transportation,Decreasing,Low,55763.84,PhD,19,5622,363,76.3,54.12,China,48.96
Retail manager,Retail,Increasing,High,100022.38,Associate Degree,20,8769,4988,21.42,94.53,Canada,22.75
"Programmer, systems",Education,Decreasing,High,147731.16,Associate Degree,14,4791,6690,9.33,12.73,USA,49.47
Osteopath,Education,Decreasing,Moderate,121666.17,PhD,8,7973,8285,12.9,27.51,Canada,75.71
Equities trader,Manufacturing,Increasing,High,126428.49,Master’s Degree,4,2669,9769,41.0,35.01,Brazil,38.57
Museum/gallery curator,Manufacturing,Increasing,Moderate,48615.64,Associate Degree,1,5533,9337,64.26,52.37,Australia,55.38
"Editor, commissioning",Education,Increasing,Moderate,136050.21,PhD,19,5782,117,64.6,33.64,India,27.52
"Surveyor, land/geomatics",Healthcare,Increasing,Moderate,62066.97,High School,20,3862,6188,53.64,94.27,USA,42.84
Sub,Entertainment,Decreasing,High,32890.78,Associate Degree,19,3193,1075,85.16,67.89,China,70.75
Learning mentor,Manufacturing,Increasing,Moderate,114269.37,High School,4,370,3506,85.22,53.05,UK,25.26
"Accountant, chartered",Retail,Increasing,Moderate,113694.54,Associate Degree,19,264,8617,52.21,6.37,Australia,36.72
Dispensing optician,Finance,Increasing,Low,138202.16,Bachelor’s Degree,12,4724,4287,57.04,68.73,China,25.2
Risk analyst,Finance,Decreasing,Low,60034.75,Master’s Degree,8,1103,1626,35.26,39.21,USA,40.84
"Scientist, research (physical sciences)",Entertainment,Decreasing,Low,138210.82,Master’s Degree,11,9858,2620,14.9,88.29,Australia,42.33
Museum/gallery exhibitions officer,Manufacturing,Decreasing,Moderate,38527.61,PhD,14,8962,6824,5.82,22.01,China,33.27
"Lecturer, further education",Transportation,Increasing,Moderate,95875.87,High School,20,6664,5926,44.38,79.78,UK,53.52
"Accountant, chartered public finance",Manufacturing,Decreasing,Moderate,65813.13,Master’s Degree,19,6323,8689,94.96,11.82,USA,50.8
"Research officer, government",Education,Increasing,Moderate,126307.71,Associate Degree,7,6808,6298,32.83,49.82,India,54.07
"Scientist, water quality",Healthcare,Decreasing,Low,144165.57,Master’s Degree,5,7907,7837,58.45,14.3,Brazil,48.48
Insurance underwriter,Entertainment,Decreasing,Moderate,126186.3,Associate Degree,3,934,5108,72.04,25.82,UK,43.96
Data scientist,Healthcare,Decreasing,Low,58781.76,Bachelor’s Degree,13,206,4434,82.07,89.16,Canada,57.31
Fine artist,Education,Increasing,Moderate,96962.4,Bachelor’s Degree,12,9503,5737,75.0,50.96,USA,68.36
Hydrographic surveyor,Finance,Increasing,High,124745.48,Bachelor’s Degree,14,2355,3209,10.6,73.66,UK,56.88
"Presenter, broadcasting",Retail,Decreasing,Low,138963.07,Master’s Degree,5,7901,8919,3.84,68.84,USA,77.65
Theatre director,Finance,Decreasing,Low,142666.67,High School,6,5991,6674,19.72,2.03,UK,43.78
Artist,Retail,Decreasing,Low,92621.83,PhD,0,8587,3620,34.91,21.92,Australia,50.34
Visual merchandiser,Transportation,Decreasing,Moderate,94204.06,Bachelor’s Degree,3,1007,4825,39.89,59.05,India,40.63
Cabin crew,Manufacturing,Decreasing,Low,36699.75,Bachelor’s Degree,19,148,3542,69.13,12.86,Australia,49.84
Pharmacologist,Entertainment,Decreasing,Moderate,126414.58,PhD,4,3629,9938,49.84,7.04,Germany,43.4
"Psychologist, sport and exercise",Finance,Increasing,Moderate,80911.45,Master’s Degree,20,5949,7555,49.2,17.69,UK,59.01
Market researcher,Retail,Increasing,Low,44883.32,High School,4,7205,1226,71.66,74.49,USA,49.66
"Accountant, chartered management",Education,Increasing,Low,39715.48,Associate Degree,19,5324,2823,2.72,6.48,Australia,67.9
Pension scheme manager,Finance,Increasing,High,96683.38,Bachelor’s Degree,8,6634,7742,61.11,32.85,USA,36.37
Writer,IT,Decreasing,Moderate,104176.58,Associate Degree,18,4370,503,8.18,84.91,China,52.34
Geophysicist/field seismologist,Healthcare,Increasing,High,120380.86,PhD,11,9834,4691,3.84,75.39,India,61.89
"Designer, industrial/product",Transportation,Increasing,Moderate,98934.92,High School,0,4996,5872,93.3,73.09,Australia,65.65
"Engineer, maintenance",Manufacturing,Decreasing,Moderate,55699.09,Master’s Degree,5,9532,9055,11.08,41.14,China,40.5
"Geologist, engineering",Entertainment,Increasing,High,105713.33,Associate Degree,11,5283,4783,50.51,52.06,Australia,31.95
Holiday representative,Healthcare,Increasing,Low,66368.67,Master’s Degree,11,5277,388,90.16,50.63,USA,24.62
Educational psychologist,IT,Decreasing,Moderate,44440.76,High School,12,5821,2056,36.25,17.21,Canada,26.49
Environmental consultant,IT,Increasing,Low,91706.3,Bachelor’s Degree,0,456,878,71.59,16.66,Australia,78.25
Haematologist,IT,Increasing,Low,147653.96,Associate Degree,16,3002,2647,93.58,56.71,Germany,33.61
Quality manager,Retail,Increasing,Moderate,95012.63,Master’s Degree,8,6734,256,80.54,2.51,Australia,64.17
Medical laboratory scientific officer,IT,Decreasing,Moderate,84018.89,Bachelor’s Degree,14,8513,4565,14.7,96.04,USA,70.44
"Civil engineer, consulting",Entertainment,Decreasing,Moderate,135061.06,Associate Degree,3,7460,6358,34.47,12.68,Canada,53.97
Paramedic,Transportation,Decreasing,Low,61744.36,Associate Degree,8,5944,9433,30.21,47.31,Brazil,50.49
"Scientist, research (physical sciences)",Healthcare,Increasing,High,112974.7,Bachelor’s Degree,17,5906,8983,5.44,49.63,Australia,23.48
Research scientist (medical),Transportation,Increasing,High,137851.93,Associate Degree,11,4969,1244,46.29,88.11,UK,65.8
Television production assistant,Healthcare,Increasing,Low,147928.32,PhD,3,8671,8579,89.53,66.7,India,70.42
Community development worker,IT,Decreasing,High,102308.6,Bachelor’s Degree,2,7207,240,19.87,49.01,Canada,60.91
Fine artist,Healthcare,Decreasing,High,88909.81,Master’s Degree,18,1538,8991,46.38,98.03,USA,61.69
Armed forces operational officer,Retail,Increasing,Moderate,73518.99,High School,4,8441,5876,78.26,53.01,Australia,55.21
Social researcher,Healthcare,Decreasing,Moderate,85518.17,Master’s Degree,2,9234,4479,38.57,7.19,Canada,77.69
Public relations officer,Healthcare,Increasing,High,141472.56,Associate Degree,18,5172,4621,35.55,39.46,Brazil,42.35
Nature conservation officer,Retail,Increasing,High,99253.6,Associate Degree,12,5231,8838,31.56,86.32,UK,57.08
Heritage manager,IT,Decreasing,Low,133142.01,PhD,17,3745,8600,98.38,64.66,Australia,30.53
Musician,Transportation,Decreasing,Moderate,67941.39,High School,17,1453,2726,60.06,61.93,China,63.6
"Development worker, international aid",Finance,Decreasing,Moderate,105719.91,High School,14,2580,9828,40.95,2.14,Germany,36.97
Environmental manager,Finance,Increasing,Moderate,146860.54,Associate Degree,3,2917,980,42.39,68.97,USA,37.45
Facilities manager,Finance,Decreasing,High,107800.6,Master’s Degree,2,1100,9319,90.8,28.49,Canada,65.01
"Designer, interior/spatial",Education,Increasing,Low,101690.39,Bachelor’s Degree,19,3517,6444,86.7,61.96,Germany,25.6
Midwife,Education,Increasing,Moderate,65526.32,PhD,18,6806,5582,22.18,67.57,Canada,45.13
Further education lecturer,Transportation,Increasing,Low,89670.21,Bachelor’s Degree,12,5870,5606,8.22,48.8,Germany,21.55
"Nurse, children's",Retail,Increasing,High,117195.57,High School,7,9811,9864,17.9,54.63,China,45.06
Social worker,Manufacturing,Decreasing,Low,62830.48,Bachelor’s Degree,11,1167,6468,40.41,43.68,Canada,55.93
English as a second language teacher,IT,Decreasing,High,76104.06,Bachelor’s Degree,20,5600,3871,44.29,83.31,China,47.54
"Administrator, arts",Finance,Decreasing,Low,54225.35,Associate Degree,13,4238,3941,4.68,77.08,Brazil,73.78
"Therapist, nutritional",Healthcare,Decreasing,Low,144968.71,Master’s Degree,19,6394,4551,59.56,65.19,China,20.97
"Nurse, mental health",IT,Increasing,Low,80705.95,Associate Degree,1,4523,3181,35.91,92.65,Canada,27.66
Product manager,Manufacturing,Decreasing,Low,104581.62,Master’s Degree,15,3463,5763,35.23,21.07,Brazil,40.94
Psychiatrist,Retail,Decreasing,Low,84866.06,Master’s Degree,7,8034,3797,84.69,94.03,Germany,58.52
Special educational needs teacher,Transportation,Decreasing,Moderate,58801.67,Master’s Degree,12,1772,1854,75.1,63.83,USA,45.52
Leisure centre manager,Entertainment,Decreasing,Moderate,51895.49,Master’s Degree,3,3609,3346,53.53,16.73,Canada,40.27
Meteorologist,Entertainment,Decreasing,Low,121504.56,Master’s Degree,14,9602,2010,28.22,52.73,Canada,56.85
"Engineer, structural",Transportation,Decreasing,Moderate,54505.04,High School,6,3773,3914,59.0,32.08,Australia,22.67
Illustrator,IT,Decreasing,High,82905.14,High School,16,9966,2495,43.52,16.56,China,53.79
Lawyer,IT,Decreasing,High,46688.19,High School,1,3395,4786,22.76,59.78,Brazil,56.8
Systems analyst,Retail,Decreasing,Low,144151.53,Associate Degree,18,350,2172,68.78,33.41,Australia,27.86
Operational investment banker,Healthcare,Decreasing,Low,140038.94,Master’s Degree,9,8025,4020,31.25,1.75,Germany,58.81
Theatre manager,Healthcare,Decreasing,Low,65315.43,Associate Degree,2,3767,209,53.25,3.21,India,76.04
Travel agency manager,Transportation,Decreasing,Low,49139.94,PhD,11,7967,3269,28.06,9.42,India,36.29
Training and development officer,Retail,Decreasing,Moderate,40986.25,Associate Degree,13,5186,9463,97.7,26.16,Australia,44.11
Personal assistant,Retail,Decreasing,High,136583.92,Bachelor’s Degree,2,1593,2577,93.46,9.51,Germany,67.72
Education administrator,Healthcare,Increasing,Moderate,88877.35,PhD,1,4886,7343,63.14,53.75,Australia,56.95
Hydrographic surveyor,Finance,Increasing,Low,35888.67,Associate Degree,1,3519,5356,34.42,48.52,Canada,25.72
Chartered accountant,Finance,Increasing,Moderate,123572.77,High School,9,7434,4043,31.16,50.11,China,47.19
Accounting technician,Retail,Increasing,High,41875.96,High School,12,6474,8639,69.29,60.58,Germany,73.78
Adult guidance worker,Manufacturing,Decreasing,Moderate,34556.25,PhD,19,9944,2917,94.41,62.58,India,77.71
Armed forces technical officer,Retail,Decreasing,High,83317.43,PhD,2,6968,8365,34.0,56.7,UK,65.15
Textile designer,Education,Increasing,Moderate,63952.52,Master’s Degree,13,7597,5643,79.46,68.42,Canada,51.87
Newspaper journalist,Entertainment,Decreasing,High,52877.36,Master’s Degree,4,2477,3605,65.76,99.89,Germany,26.78
Recycling officer,Entertainment,Decreasing,Moderate,53112.23,PhD,14,3080,1886,68.24,71.14,Canada,47.21
Chief Operating Officer,Entertainment,Increasing,Low,95689.77,Master’s Degree,7,6565,6008,23.84,3.88,Australia,41.89
Commercial art gallery manager,Education,Decreasing,Low,84552.53,Master’s Degree,9,662,9277,63.19,51.34,Australia,44.2
Barista,Manufacturing,Increasing,Moderate,78366.56,High School,13,9412,2700,22.54,70.71,UK,22.93
Fish farm manager,Retail,Decreasing,High,93940.77,High School,16,2295,5668,90.29,37.39,USA,60.97
Tax inspector,Finance,Decreasing,High,41285.23,Master’s Degree,0,3101,1454,11.89,30.06,Canada,28.65
Merchant navy officer,Education,Decreasing,Moderate,98040.22,High School,11,2081,651,77.72,78.02,UK,64.6
"Conservation officer, nature",Finance,Increasing,Low,43164.87,Bachelor’s Degree,13,4381,4191,52.47,44.24,UK,42.01
"Therapist, horticultural",Transportation,Decreasing,High,75557.82,Master’s Degree,16,5208,8774,41.05,56.41,Brazil,56.93
Corporate investment banker,Entertainment,Increasing,Low,103043.2,Bachelor’s Degree,8,5459,347,94.95,99.72,India,43.38
"Designer, interior/spatial",Retail,Increasing,Low,40337.17,PhD,13,7278,4684,7.1,58.8,USA,39.44
"Investment banker, operational",Retail,Increasing,High,87903.19,High School,12,4341,5442,89.76,33.38,USA,37.55
Management consultant,IT,Decreasing,High,76528.76,Associate Degree,11,9659,4767,96.35,91.77,India,76.79
Tax inspector,Retail,Increasing,Moderate,104958.81,Master’s Degree,13,7233,7406,22.72,50.93,Canada,62.62
"Engineer, energy",Healthcare,Decreasing,High,112510.5,Master’s Degree,6,6127,8754,32.14,70.47,Canada,27.06
Theatre stage manager,Entertainment,Decreasing,High,142013.09,Bachelor’s Degree,19,3221,4994,96.0,62.45,Brazil,27.38
Counselling psychologist,Transportation,Decreasing,Moderate,96718.74,High School,5,5882,1392,51.84,92.91,Brazil,64.97
Architect,Manufacturing,Decreasing,Moderate,131061.88,Associate Degree,20,5748,7055,76.65,84.82,USA,23.9
Further education lecturer,Education,Decreasing,Moderate,112727.22,Master’s Degree,10,9388,2379,4.42,80.93,UK,44.8
Writer,Manufacturing,Increasing,Low,34050.97,Bachelor’s Degree,12,3468,9881,76.65,68.95,China,67.4
"Accountant, chartered management",Transportation,Decreasing,Moderate,123740.46,Associate Degree,14,4030,4348,56.75,69.21,Australia,48.62
Government social research officer,Transportation,Increasing,Low,134396.18,Bachelor’s Degree,12,7699,1840,79.65,12.22,Australia,47.6
Animal technologist,Transportation,Decreasing,Low,105249.03,Bachelor’s Degree,15,5879,3356,82.14,38.23,Germany,59.05
Customer service manager,IT,Decreasing,Low,138096.85,Master’s Degree,18,2140,9278,57.9,47.14,USA,27.06
Food technologist,Entertainment,Increasing,Moderate,80255.76,Bachelor’s Degree,13,7261,422,65.75,14.05,Brazil,22.41
Insurance account manager,Entertainment,Decreasing,Moderate,130080.85,Associate Degree,13,5420,930,64.32,8.1,UK,23.64
"Therapist, music",IT,Decreasing,High,53059.13,Bachelor’s Degree,12,6571,5360,65.09,58.53,Australia,60.23
Technical brewer,IT,Increasing,Low,104858.99,PhD,9,5026,2183,38.44,20.94,India,67.37
"Designer, graphic",IT,Increasing,Low,83240.41,PhD,3,117,4021,8.0,81.82,UK,24.65
"Scientist, research (maths)",Transportation,Decreasing,Low,61914.58,Master’s Degree,16,7973,4218,0.54,68.16,Germany,24.82
Energy engineer,IT,Increasing,High,69731.28,Bachelor’s Degree,20,6457,6741,58.0,50.22,Germany,37.31
Public relations officer,Retail,Increasing,Low,131172.43,Associate Degree,11,5865,9955,56.68,92.32,Germany,57.35
Furniture designer,IT,Decreasing,Moderate,145925.67,Master’s Degree,10,5173,828,65.52,34.27,Germany,29.37
Herpetologist,Retail,Decreasing,Low,112730.61,High School,0,1121,2151,79.45,64.65,Brazil,30.27
"Engineer, chemical",Retail,Decreasing,High,71050.38,Associate Degree,0,1026,4372,8.97,22.98,Germany,60.97
Building services engineer,Education,Increasing,Low,130461.6,Master’s Degree,10,6472,6695,82.53,29.02,Brazil,56.19
Insurance claims handler,Finance,Increasing,High,116258.57,PhD,7,8459,7577,70.83,92.41,Germany,66.09
Games developer,IT,Increasing,High,138697.69,High School,15,6859,2648,95.42,87.38,India,47.87
"Psychologist, clinical",Healthcare,Increasing,High,130216.26,High School,13,8069,2882,15.36,36.64,Germany,69.0
Restaurant manager,Manufacturing,Decreasing,High,143758.96,High School,5,7320,3343,65.28,23.54,Canada,50.96
Outdoor activities/education manager,Finance,Decreasing,High,45196.31,High School,14,4419,9436,77.19,12.98,Canada,25.71
Retail merchandiser,Entertainment,Decreasing,Low,86561.22,Bachelor’s Degree,11,2086,5208,84.39,55.43,USA,40.29
Health visitor,Finance,Decreasing,High,44504.02,High School,19,3309,6904,64.1,15.86,India,65.29
"Scientist, research (life sciences)",Entertainment,Decreasing,Moderate,126847.66,Master’s Degree,17,3380,6124,96.87,51.14,India,40.72
"Teacher, primary school",Entertainment,Decreasing,High,124913.07,PhD,17,3324,235,79.04,50.59,Australia,28.9
Education administrator,Finance,Increasing,High,99354.61,Associate Degree,4,4993,6487,82.12,11.39,Brazil,53.66
Race relations officer,Entertainment,Decreasing,Moderate,97157.73,High School,2,9208,2970,91.23,81.16,China,49.7
Plant breeder/geneticist,IT,Decreasing,Moderate,148620.16,Master’s Degree,18,9800,6555,7.21,27.46,Germany,68.42
"Production assistant, radio",Healthcare,Decreasing,Moderate,95151.47,PhD,4,5893,8561,92.29,98.56,India,44.55
IT technical support officer,Transportation,Decreasing,High,143428.27,Associate Degree,10,5631,5029,53.53,22.95,Australia,59.08
Health service manager,Finance,Decreasing,Low,94886.48,Associate Degree,14,2399,4021,33.15,89.63,Canada,69.31
Psychiatrist,IT,Increasing,Low,110510.75,Master’s Degree,1,6974,8393,51.08,55.84,Australia,61.38
Air traffic controller,Retail,Decreasing,Low,34477.99,Associate Degree,0,7634,4001,35.06,59.61,Brazil,61.5
Newspaper journalist,IT,Decreasing,Low,135700.84,Bachelor’s Degree,20,8040,8708,88.69,29.72,UK,36.25
Museum/gallery curator,IT,Decreasing,Low,147278.56,Bachelor’s Degree,5,8768,5458,60.97,50.3,UK,78.38
"Scientist, water quality",Entertainment,Increasing,Moderate,52210.86,Bachelor’s Degree,18,2374,3612,50.29,16.35,China,37.03
"Doctor, hospital",Manufacturing,Decreasing,Moderate,76527.79,Associate Degree,19,610,4499,52.5,90.66,India,47.68
Data scientist,IT,Decreasing,High,50739.43,Associate Degree,8,1884,6546,13.76,48.45,Brazil,37.76
Phytotherapist,Manufacturing,Increasing,Low,40508.91,Bachelor’s Degree,12,2478,3734,14.92,90.21,India,48.41
Best boy,Finance,Increasing,High,34750.65,PhD,13,5740,711,23.58,28.22,USA,66.7
Mudlogger,Entertainment,Decreasing,Low,97284.41,PhD,11,6766,6373,88.43,40.25,China,31.01
Garment/textile technologist,Manufacturing,Decreasing,Moderate,140730.75,Master’s Degree,20,6874,7758,67.15,99.48,Canada,22.98
Occupational hygienist,IT,Decreasing,Low,48125.49,Master’s Degree,1,9647,497,54.77,12.54,UK,33.86
Forensic psychologist,Finance,Increasing,High,142089.33,Master’s Degree,7,2750,9893,68.66,91.1,Australia,67.07
"Surveyor, minerals",IT,Increasing,High,59293.32,Bachelor’s Degree,1,5112,2385,98.14,75.24,China,68.68
Commercial horticulturist,Healthcare,Decreasing,Low,63713.16,Associate Degree,12,9381,6469,74.54,71.21,Canada,39.55
Acupuncturist,Manufacturing,Increasing,Low,103333.46,PhD,12,8679,3102,40.28,90.84,Brazil,29.28
Textile designer,Finance,Decreasing,Moderate,145460.78,Associate Degree,4,7756,947,29.55,46.86,China,61.79
Passenger transport manager,Entertainment,Increasing,High,74614.44,Bachelor’s Degree,3,3063,3656,55.52,55.09,India,51.47
Make,Finance,Increasing,Moderate,119037.72,Bachelor’s Degree,13,7967,6145,35.17,12.39,USA,76.98
General practice doctor,Entertainment,Decreasing,Moderate,146642.79,Associate Degree,1,5216,5204,14.98,36.35,Canada,44.23
Technical brewer,Finance,Increasing,High,45893.33,Master’s Degree,12,1156,6451,60.69,64.56,Brazil,55.78
Hydrographic surveyor,Retail,Decreasing,High,32015.75,Bachelor’s Degree,0,6884,6884,56.27,25.34,Brazil,70.52
Equality and diversity officer,Entertainment,Increasing,High,142172.87,PhD,15,4508,6097,70.03,88.77,Germany,31.96
Armed forces operational officer,Healthcare,Decreasing,Moderate,114618.74,Master’s Degree,11,1876,3018,33.59,66.11,Brazil,73.55
Interpreter,Retail,Decreasing,Low,51062.92,Bachelor’s Degree,7,8873,8085,91.64,35.62,Canada,75.36
Meteorologist,Transportation,Increasing,Moderate,78034.55,High School,17,1454,3659,96.63,23.27,Canada,66.65
Armed forces training and education officer,Finance,Decreasing,Moderate,137940.93,Bachelor’s Degree,13,7673,7254,47.66,78.96,USA,62.46
Race relations officer,IT,Decreasing,Low,128913.1,Associate Degree,14,3124,410,25.11,21.88,China,23.46
Meteorologist,Transportation,Decreasing,Low,40516.22,High School,13,9604,1092,23.57,64.7,India,39.19
"Programme researcher, broadcasting/film/video",Transportation,Increasing,High,74279.41,Master’s Degree,11,7389,6211,32.11,70.31,India,63.23
Multimedia programmer,Entertainment,Increasing,Moderate,123648.31,PhD,20,2314,1484,93.67,77.9,UK,38.08
"Merchandiser, retail",Transportation,Decreasing,Low,57211.8,Bachelor’s Degree,11,4295,6301,11.19,69.11,Canada,20.6
Aid worker,Entertainment,Increasing,Low,74802.25,Bachelor’s Degree,14,2704,9727,30.48,4.82,India,52.34
Charity officer,Finance,Increasing,High,108418.44,High School,1,8375,3485,26.01,24.41,Germany,32.35
"Radiographer, therapeutic",Healthcare,Increasing,Moderate,81169.31,Master’s Degree,18,5259,3655,64.47,25.79,Germany,56.54
"Scientist, research (physical sciences)",Healthcare,Increasing,Low,45366.91,Bachelor’s Degree,12,2944,8339,88.57,0.44,UK,64.25
Diagnostic radiographer,Manufacturing,Increasing,High,148661.57,Master’s Degree,8,5853,2285,20.26,27.09,Australia,23.92
Camera operator,Finance,Decreasing,Moderate,49887.79,Associate Degree,15,4273,7468,44.5,95.8,China,62.19
Training and development officer,Manufacturing,Decreasing,High,43510.25,Master’s Degree,19,5936,6625,5.77,40.59,India,20.25
Higher education careers adviser,IT,Decreasing,High,76503.63,High School,9,2335,7842,20.33,26.03,UK,28.95
Mudlogger,Manufacturing,Decreasing,Moderate,130970.92,Associate Degree,11,9315,9958,21.44,17.21,Australia,68.49
Quantity surveyor,Healthcare,Decreasing,High,48910.95,Master’s Degree,20,1877,9518,66.82,38.95,India,52.27
Town planner,Manufacturing,Increasing,Moderate,30746.11,Bachelor’s Degree,15,9988,9010,37.12,11.53,China,36.8
Retail buyer,IT,Decreasing,Low,51869.44,Master’s Degree,9,8082,9723,90.77,5.3,China,74.72
"Production designer, theatre/television/film",Education,Decreasing,High,101107.65,Bachelor’s Degree,11,2031,2162,2.34,79.03,Brazil,31.05
Community pharmacist,Entertainment,Increasing,High,46349.32,Master’s Degree,19,9769,5021,79.68,77.43,Australia,50.39
Farm manager,Manufacturing,Increasing,Low,118263.75,PhD,16,5788,8364,28.34,24.98,Canada,73.34
Marketing executive,Healthcare,Increasing,Low,112501.62,Master’s Degree,1,2117,5880,15.5,29.21,India,20.4
Waste management officer,Healthcare,Increasing,High,82976.68,PhD,4,6891,590,59.12,52.95,China,25.33
Government social research officer,IT,Decreasing,High,145585.71,PhD,1,7811,5362,84.72,0.25,China,31.42
Investment analyst,Transportation,Decreasing,Low,96818.75,PhD,13,1062,2050,17.08,15.6,UK,39.63
"Engineer, manufacturing systems",Retail,Decreasing,Low,86845.66,Associate Degree,2,4627,7239,91.18,34.79,China,20.84
Proofreader,Manufacturing,Increasing,Low,82130.51,Associate Degree,8,2695,6110,36.67,33.29,Germany,69.71
Forest/woodland manager,Transportation,Decreasing,High,63369.72,Associate Degree,15,1706,8359,87.36,18.72,India,75.96
"Civil engineer, consulting",Entertainment,Decreasing,Moderate,82086.14,PhD,12,7521,2747,28.78,49.64,Canada,74.75
Bonds trader,Retail,Decreasing,High,104823.92,PhD,3,9910,1592,40.76,64.29,Brazil,73.41
"Teacher, early years/pre",Entertainment,Increasing,Moderate,118071.45,High School,2,4098,3102,97.18,99.46,Brazil,30.72
"Education officer, museum",Retail,Decreasing,High,53636.29,Master’s Degree,20,8006,7463,6.57,61.4,Australia,74.8
Naval architect,Entertainment,Increasing,Low,85892.74,Bachelor’s Degree,3,9675,7928,10.04,6.57,Australia,62.36
Research scientist (medical),Retail,Decreasing,Moderate,44054.45,Master’s Degree,10,3880,8038,57.78,43.36,China,67.94
Recruitment consultant,Healthcare,Decreasing,Low,58483.53,Associate Degree,1,7578,8316,74.91,65.79,Australia,43.78
Holiday representative,Manufacturing,Decreasing,Low,66072.99,Master’s Degree,9,6584,7355,57.0,54.9,USA,74.93
Immunologist,Transportation,Increasing,Moderate,98583.96,Master’s Degree,3,7271,7479,55.21,15.79,UK,59.13
"Therapist, occupational",Healthcare,Decreasing,Low,123001.24,Associate Degree,7,9912,3933,98.02,75.52,China,22.2
Television production assistant,IT,Decreasing,Low,113807.04,Associate Degree,12,7765,7921,58.84,59.91,USA,67.62
"Engineer, water",Manufacturing,Increasing,Moderate,86428.29,Associate Degree,11,6065,4938,49.04,31.35,Australia,32.62
Press sub,Manufacturing,Decreasing,High,88150.31,Master’s Degree,9,7643,7268,47.36,24.47,Brazil,35.72
"Journalist, newspaper",Transportation,Increasing,Moderate,38738.49,PhD,15,505,7445,96.65,47.37,Canada,30.27
Stage manager,Entertainment,Decreasing,High,128069.31,Master’s Degree,11,2386,6001,47.93,24.4,India,66.72
Barrister,Healthcare,Decreasing,High,96563.56,Bachelor’s Degree,0,7575,6379,23.99,10.79,USA,38.0
"Lecturer, higher education",Education,Decreasing,Low,94614.78,High School,15,8665,1349,1.64,45.38,China,38.45
Public affairs consultant,Healthcare,Decreasing,High,45375.9,Associate Degree,13,6733,3044,47.12,42.17,Australia,52.36
Clothing/textile technologist,Entertainment,Decreasing,High,36784.28,Master’s Degree,16,6481,2602,80.58,19.79,China,49.82
"Engineer, control and instrumentation",IT,Increasing,High,133949.97,Master’s Degree,1,2222,5324,5.25,65.37,UK,45.97
Chief Executive Officer,Healthcare,Decreasing,Moderate,34622.02,High School,11,2732,9006,58.97,84.62,Germany,40.57
Human resources officer,Finance,Decreasing,Moderate,103009.72,Associate Degree,11,3520,7369,28.61,63.83,Australia,28.66
Research scientist (life sciences),IT,Increasing,Low,99112.94,High School,13,8528,1435,33.67,43.99,USA,23.49
Accounting technician,Manufacturing,Increasing,Low,66999.82,Associate Degree,1,7419,133,58.69,99.23,Canada,69.23
"Pharmacist, hospital",Education,Decreasing,Low,138255.31,Bachelor’s Degree,14,2190,5901,34.67,22.65,Brazil,34.13
"Education officer, environmental",IT,Increasing,Moderate,102772.37,Associate Degree,7,8964,8891,1.53,15.35,Canada,32.26
Lexicographer,Manufacturing,Decreasing,Low,60178.42,Associate Degree,20,6222,2845,80.48,69.26,USA,43.2
Software engineer,Education,Decreasing,Low,68766.19,High School,13,9094,1697,4.17,4.0,USA,70.64
Marine scientist,Finance,Decreasing,Moderate,56150.35,Associate Degree,16,1923,4478,74.52,58.22,Brazil,68.16
Museum education officer,Retail,Increasing,High,128785.85,PhD,9,7927,4061,91.97,45.35,Canada,64.46
"Pilot, airline",Education,Decreasing,Low,83165.27,Bachelor’s Degree,14,7647,7479,74.83,53.37,Australia,73.05
Dispensing optician,Entertainment,Decreasing,Low,46332.31,PhD,13,857,1832,16.39,94.61,Australia,22.36
Market researcher,Retail,Decreasing,High,64808.84,Master’s Degree,4,4102,4516,19.88,80.54,Brazil,24.56
"Conservator, museum/gallery",Manufacturing,Increasing,High,140223.58,High School,6,4049,1795,42.33,86.26,India,54.08
Public relations account executive,Finance,Increasing,Low,88789.92,Bachelor’s Degree,10,5754,3330,51.66,74.04,India,72.2
Product designer,Transportation,Increasing,Moderate,50871.81,Master’s Degree,4,9866,4976,43.39,43.44,China,55.1
Airline pilot,Transportation,Decreasing,High,81823.3,Associate Degree,4,4270,9579,83.29,59.27,Australia,52.3
Airline pilot,Healthcare,Increasing,Moderate,84237.49,Master’s Degree,16,3114,2255,80.67,5.1,UK,41.76
"Therapist, horticultural",Manufacturing,Decreasing,High,48579.79,High School,16,4343,9219,19.46,44.09,India,67.84
Herbalist,IT,Increasing,Moderate,119585.92,Bachelor’s Degree,18,5334,1086,62.61,69.45,Germany,74.24
"Pharmacist, hospital",Entertainment,Increasing,Moderate,50800.86,Bachelor’s Degree,15,8608,7396,50.96,42.53,Germany,31.79
Ceramics designer,Healthcare,Decreasing,High,106686.31,Master’s Degree,5,6542,6444,71.48,48.25,Australia,63.14
Mining engineer,Healthcare,Decreasing,Moderate,128486.87,Master’s Degree,5,5389,1114,60.01,19.38,Brazil,53.35
Volunteer coordinator,Healthcare,Increasing,High,132545.59,PhD,15,2645,9656,65.35,75.96,Canada,30.05
Human resources officer,Transportation,Increasing,High,46090.46,Master’s Degree,3,5995,4479,33.06,63.6,Australia,36.15
"Buyer, industrial",IT,Decreasing,Moderate,40360.13,Bachelor’s Degree,3,8579,5569,93.71,58.03,Brazil,22.55
Dietitian,Entertainment,Decreasing,Low,36009.54,PhD,6,5054,6806,54.22,10.06,USA,36.46
"Designer, ceramics/pottery",Finance,Decreasing,Moderate,31481.67,Master’s Degree,5,4032,5284,61.06,55.5,India,43.25
Ergonomist,Finance,Increasing,Moderate,67222.48,PhD,11,8104,1359,5.59,49.93,Australia,59.32
"Production designer, theatre/television/film",Manufacturing,Decreasing,High,57826.98,Bachelor’s Degree,15,6632,979,25.91,24.21,China,33.64
"Surveyor, land/geomatics",Manufacturing,Decreasing,High,38494.48,High School,15,9782,1043,19.6,2.52,USA,26.06
"Engineer, materials",Finance,Increasing,Moderate,104275.25,Bachelor’s Degree,12,4614,8869,82.22,63.9,Germany,52.14
Charity fundraiser,Manufacturing,Increasing,Low,55003.83,Associate Degree,8,8604,2907,76.17,90.08,Germany,70.95
Corporate investment banker,IT,Decreasing,High,120427.28,Master’s Degree,7,6782,1197,98.06,72.72,Germany,68.48
"Engineer, maintenance",Retail,Decreasing,High,128661.69,Master’s Degree,3,7770,8251,12.36,84.06,Canada,41.35
"Sound technician, broadcasting/film/video",Entertainment,Decreasing,Moderate,114450.38,High School,4,4583,5350,47.49,51.46,China,30.44
Historic buildings inspector/conservation officer,Retail,Decreasing,Low,142451.56,Associate Degree,8,4490,4861,50.44,29.89,Canada,74.23
Youth worker,Transportation,Decreasing,High,145013.8,PhD,8,1717,5502,76.91,0.6,USA,39.33
"Engineer, mining",Manufacturing,Decreasing,High,91953.47,Master’s Degree,11,1755,8118,82.59,54.52,China,22.72
Secretary/administrator,Manufacturing,Increasing,High,71331.93,Master’s Degree,12,9352,4197,40.69,31.09,USA,70.27
Retail merchandiser,Retail,Decreasing,Low,60933.22,Associate Degree,5,5590,8945,89.24,70.77,UK,44.87
Biomedical engineer,Transportation,Increasing,Low,137733.15,PhD,20,2562,4620,37.06,51.77,Germany,36.36
"Administrator, charities/voluntary organisations",Transportation,Increasing,Low,82696.66,Master’s Degree,20,1929,4387,20.01,9.22,Canada,47.63
Tax adviser,Healthcare,Increasing,Low,96529.35,Bachelor’s Degree,20,439,9979,85.18,30.4,UK,48.36
"Nurse, learning disability",Retail,Decreasing,High,73020.92,High School,6,5011,2234,72.14,60.96,Australia,50.65
Armed forces technical officer,Healthcare,Increasing,High,33193.89,Master’s Degree,9,6982,9479,42.11,53.32,China,46.87
"Surveyor, minerals",Healthcare,Decreasing,High,63256.21,High School,20,1658,5469,0.52,12.66,Brazil,24.85
Data scientist,Finance,Decreasing,Low,91665.1,Bachelor’s Degree,19,2248,6024,95.52,12.19,UK,59.31
"Scientist, clinical (histocompatibility and immunogenetics)",Entertainment,Decreasing,High,52993.76,PhD,20,4564,8814,33.93,69.48,Brazil,57.28
"Embryologist, clinical",Transportation,Decreasing,High,62323.65,Bachelor’s Degree,5,8581,6425,13.43,89.34,Germany,28.82
Product/process development scientist,Entertainment,Decreasing,Moderate,39577.27,Bachelor’s Degree,7,4544,874,85.9,17.32,India,62.91
Hydrogeologist,Entertainment,Increasing,Moderate,114365.31,Master’s Degree,0,6800,9471,51.51,43.18,China,45.05
"Nurse, adult",Entertainment,Increasing,Low,135424.56,Bachelor’s Degree,9,7690,6049,54.99,13.45,UK,41.48
Tour manager,IT,Increasing,Low,145359.99,Associate Degree,17,1482,6530,41.2,51.7,India,41.1
Astronomer,Healthcare,Decreasing,Low,97752.24,Master’s Degree,4,8316,2971,44.23,59.48,China,62.37
Building control surveyor,Transportation,Increasing,Low,128475.92,Master’s Degree,17,765,8343,64.51,14.86,USA,46.47
Special educational needs teacher,Retail,Increasing,Moderate,118888.14,Master’s Degree,6,2670,7476,80.2,42.43,Germany,74.78
Accommodation manager,Manufacturing,Decreasing,Moderate,92789.94,High School,1,1180,452,54.28,71.48,India,33.64
Editorial assistant,IT,Decreasing,Low,112369.16,Bachelor’s Degree,16,6999,3872,60.89,23.56,Germany,50.21
Forest/woodland manager,IT,Increasing,High,107906.77,PhD,2,9614,6740,9.05,79.34,UK,73.99
Historic buildings inspector/conservation officer,Manufacturing,Increasing,High,106790.05,Associate Degree,4,2471,6725,22.66,36.87,Germany,76.16
"Education officer, environmental",Healthcare,Decreasing,Moderate,43373.99,Associate Degree,20,1625,7402,90.4,67.53,UK,75.87
Adult guidance worker,Education,Increasing,Low,44701.03,PhD,12,6674,3601,38.47,67.11,Brazil,24.22
Petroleum engineer,Education,Decreasing,Low,62427.37,Bachelor’s Degree,20,9099,7408,48.14,19.39,Brazil,50.17
Child psychotherapist,Finance,Increasing,High,111605.75,Bachelor’s Degree,5,4227,2224,95.06,83.48,Brazil,28.44
Market researcher,Healthcare,Decreasing,Moderate,69231.42,Associate Degree,18,4436,9205,38.75,80.66,UK,21.59
"Scientist, biomedical",Finance,Decreasing,Low,111585.87,Master’s Degree,4,5238,5023,80.2,93.55,USA,52.03
Community pharmacist,IT,Increasing,Low,90985.61,Master’s Degree,17,8178,6569,92.55,54.54,China,24.1
Cabin crew,Finance,Decreasing,Low,73962.91,PhD,16,7609,8888,6.78,56.27,Canada,53.82
"Production designer, theatre/television/film",Transportation,Increasing,High,39483.05,Associate Degree,11,7207,7479,36.87,17.91,Canada,46.69
"Engineer, structural",Entertainment,Increasing,Low,53826.99,High School,12,9182,7629,28.63,32.54,Canada,24.12
Physiotherapist,Education,Decreasing,High,115575.02,Master’s Degree,15,9805,3272,78.1,5.3,India,69.89
Systems analyst,Education,Increasing,High,114535.66,Associate Degree,4,9535,5787,2.53,75.06,Australia,55.19
Seismic interpreter,Transportation,Decreasing,High,108914.51,Associate Degree,12,9735,9606,7.46,32.2,India,35.53
Fine artist,Education,Increasing,Moderate,57337.3,Associate Degree,17,9955,6662,32.32,48.72,Germany,44.34
Marketing executive,Manufacturing,Increasing,Low,105623.14,Associate Degree,17,5897,2436,7.69,33.25,USA,61.64
"Surveyor, mining",Healthcare,Increasing,Moderate,35731.99,PhD,5,3363,3751,54.77,40.72,Australia,76.9
Tax inspector,Finance,Increasing,Low,55207.06,Bachelor’s Degree,18,7120,8189,13.25,63.8,Canada,39.0
"Restaurant manager, fast food",Education,Decreasing,High,34161.83,Master’s Degree,2,9744,2370,46.73,34.25,USA,55.69
Product/process development scientist,Transportation,Decreasing,High,89845.69,PhD,11,4464,4516,14.64,4.02,Australia,59.0
Television camera operator,Transportation,Decreasing,High,49089.66,Associate Degree,10,2032,9338,80.06,3.26,Germany,25.22
Medical secretary,Entertainment,Decreasing,Moderate,71668.08,PhD,13,4410,4130,33.99,7.04,UK,69.28
"Scientist, forensic",Manufacturing,Decreasing,Low,85563.77,Associate Degree,0,2522,1019,24.26,48.36,Germany,76.06
Secretary/administrator,Entertainment,Decreasing,High,131155.0,Associate Degree,6,5980,6271,58.5,9.73,USA,69.76
"Restaurant manager, fast food",Finance,Decreasing,High,83517.58,High School,9,441,3379,7.53,2.49,Brazil,44.45
Health and safety adviser,Finance,Increasing,Moderate,75882.31,Associate Degree,9,7138,4937,55.76,72.6,Australia,42.14
"Engineer, drilling",Transportation,Decreasing,Moderate,75851.87,PhD,13,7794,3319,41.24,97.42,UK,22.91
Market researcher,Finance,Increasing,Moderate,118913.01,PhD,17,4772,1018,71.31,21.26,India,21.0
Investment analyst,Entertainment,Increasing,High,86397.45,Associate Degree,13,1905,3564,72.46,36.89,UK,30.73
IT sales professional,Healthcare,Decreasing,Low,134981.33,Associate Degree,9,1359,2633,45.56,98.7,Canada,37.55
"Copywriter, advertising",Transportation,Decreasing,Moderate,148069.02,Bachelor’s Degree,15,6481,3143,30.14,82.31,India,79.09
Chiropractor,Entertainment,Decreasing,Low,124525.58,High School,16,4718,3523,13.03,22.4,Germany,55.31
Wellsite geologist,Manufacturing,Decreasing,High,112672.48,Bachelor’s Degree,11,6743,9608,0.78,97.95,UK,36.49
Lawyer,Healthcare,Decreasing,Low,118620.33,PhD,8,1523,501,97.13,38.15,Canada,79.76
Materials engineer,Education,Increasing,High,116622.4,Associate Degree,16,5296,2016,32.93,50.14,China,60.67
Wellsite geologist,Retail,Increasing,High,140146.26,PhD,1,6342,1277,86.01,61.43,Australia,44.92
Environmental consultant,Retail,Increasing,Low,31519.84,Bachelor’s Degree,1,4756,2878,92.67,16.85,Canada,77.01
"Designer, blown glass/stained glass",Manufacturing,Increasing,High,60285.28,Bachelor’s Degree,10,8254,6594,74.36,7.08,China,54.66
Gaffer,IT,Decreasing,Moderate,85136.81,Bachelor’s Degree,2,6062,4182,85.62,33.63,India,68.29
Retail buyer,Retail,Decreasing,Moderate,31202.33,High School,15,2420,4791,9.12,54.27,Germany,75.96
"Engineer, communications",Retail,Decreasing,High,132535.74,Master’s Degree,4,6771,7389,91.05,63.48,Canada,22.65
Chartered loss adjuster,Transportation,Decreasing,Low,97693.76,PhD,12,4640,5408,38.73,89.02,Australia,67.62
Building surveyor,Entertainment,Decreasing,Low,149013.1,High School,17,5271,1382,72.82,13.99,USA,46.98
Set designer,Education,Increasing,Moderate,120596.33,Master’s Degree,16,7171,6413,41.17,75.5,UK,63.97
Oceanographer,Retail,Decreasing,High,34807.99,Master’s Degree,6,7840,4173,92.01,41.86,Brazil,76.55
"Engineer, mining",Healthcare,Increasing,Moderate,90434.43,PhD,17,6669,4402,78.98,94.12,Germany,31.04
Mechanical engineer,Education,Decreasing,Moderate,59436.63,High School,13,1227,5302,13.84,83.18,India,54.04
Solicitor,IT,Decreasing,Low,100930.68,Associate Degree,10,4230,7038,97.44,73.75,India,44.72
"Investment banker, corporate",Finance,Decreasing,Low,112149.66,Master’s Degree,2,4595,3592,45.79,37.43,Australia,58.0
Visual merchandiser,Entertainment,Increasing,Low,45037.29,High School,7,8593,9408,3.56,98.53,Australia,58.07
"Sound technician, broadcasting/film/video",IT,Decreasing,Low,119417.87,Bachelor’s Degree,18,3929,1051,39.09,21.75,Brazil,59.16
Video editor,Transportation,Increasing,Moderate,36793.21,High School,5,9164,5075,23.26,10.69,USA,27.03
Exhibition designer,Entertainment,Increasing,High,67743.1,Bachelor’s Degree,17,3633,2674,96.93,44.71,Brazil,77.06
"Engineer, land",Finance,Increasing,Moderate,69294.02,Bachelor’s Degree,6,8350,2358,11.99,43.51,Australia,51.11
"Engineer, structural",Manufacturing,Decreasing,Moderate,33541.8,High School,5,2766,2304,73.77,42.28,Brazil,70.92
Air cabin crew,IT,Decreasing,High,142096.54,High School,17,6060,3488,13.76,39.8,Brazil,36.66
Fisheries officer,Manufacturing,Decreasing,Moderate,131796.92,Associate Degree,17,9358,5978,1.25,88.62,China,73.72
Actuary,IT,Increasing,Low,95720.18,PhD,1,1969,7276,17.69,27.03,China,52.94
Copy,Retail,Increasing,Moderate,116945.57,Associate Degree,13,5341,8409,21.32,53.7,India,24.53
Academic librarian,Finance,Decreasing,Moderate,125277.62,Associate Degree,17,3826,2180,96.29,51.29,Germany,79.43
Trading standards officer,Transportation,Increasing,High,66920.46,Associate Degree,8,885,2002,60.43,54.7,UK,40.58
Lexicographer,IT,Decreasing,High,123653.66,Master’s Degree,0,5854,507,46.0,64.74,Australia,55.64
Secretary/administrator,IT,Decreasing,High,115619.08,PhD,7,7852,4542,15.97,97.52,Germany,29.3
Quality manager,Manufacturing,Decreasing,Low,38984.34,Bachelor’s Degree,10,8999,8295,94.3,56.14,Australia,26.65
Interpreter,Manufacturing,Decreasing,High,104030.04,High School,10,6146,8220,45.14,62.71,Australia,74.44
"Geologist, engineering",Healthcare,Decreasing,Low,137209.5,PhD,11,3053,6693,48.59,70.95,Brazil,53.64
Games developer,IT,Decreasing,High,82366.52,High School,9,9611,2611,7.12,80.16,Australia,73.51
"Therapist, occupational",Healthcare,Increasing,Low,104053.54,PhD,3,1849,4764,67.41,34.65,UK,75.78
Diplomatic Services operational officer,Education,Decreasing,High,101393.94,PhD,8,5475,324,66.21,84.74,Canada,53.89
Airline pilot,Retail,Decreasing,Moderate,75535.6,Associate Degree,15,5998,6690,45.48,73.81,Brazil,43.28
Television production assistant,Finance,Decreasing,High,51353.35,Associate Degree,2,5691,3500,24.17,56.39,Canada,72.85
"Engineer, agricultural",IT,Decreasing,Low,97240.83,Associate Degree,13,1221,3783,99.4,47.86,India,44.91
Arboriculturist,Finance,Increasing,Low,95606.24,PhD,18,5881,9857,21.49,68.7,China,79.41
Press sub,Education,Decreasing,High,37264.9,Bachelor’s Degree,1,9405,9311,49.01,43.02,USA,53.0
"Scientist, product/process development",Manufacturing,Increasing,High,124909.24,Master’s Degree,3,2056,5969,40.18,35.64,Brazil,72.97
Industrial buyer,Transportation,Increasing,Moderate,70945.63,Bachelor’s Degree,9,8217,8732,67.96,74.37,Australia,28.23
"Doctor, hospital",Retail,Increasing,Low,86134.84,Master’s Degree,11,7943,5167,52.73,33.07,Brazil,56.36
Artist,Education,Decreasing,Low,51270.31,High School,0,1180,1236,0.02,53.77,UK,41.9
Physiological scientist,Healthcare,Increasing,High,62792.73,Bachelor’s Degree,4,6280,5526,45.67,63.95,USA,31.96
Press photographer,Manufacturing,Increasing,Moderate,94413.07,High School,17,2763,6849,14.15,18.04,China,38.31
Soil scientist,IT,Increasing,Low,119653.76,PhD,18,2238,5850,87.57,98.53,India,70.46
"Production assistant, radio",Education,Decreasing,Low,75575.82,High School,18,7054,4068,13.63,51.37,UK,57.31
Records manager,Manufacturing,Increasing,Low,40395.04,Master’s Degree,19,8702,9681,15.41,7.31,China,72.72
"Embryologist, clinical",IT,Decreasing,Moderate,102769.03,PhD,12,263,5321,33.12,46.73,Germany,35.31
"Therapist, art",Finance,Decreasing,High,115211.45,High School,11,5708,668,64.71,14.03,India,74.84
Event organiser,Entertainment,Increasing,Moderate,100801.26,Master’s Degree,13,6636,3143,10.79,43.91,Brazil,73.8
"Psychologist, prison and probation services",IT,Increasing,High,30646.7,Associate Degree,14,447,4444,45.35,52.64,USA,62.05
Glass blower/designer,Transportation,Decreasing,Low,146410.07,Associate Degree,12,1129,9821,66.98,90.22,Canada,20.56
Contractor,Healthcare,Increasing,Moderate,51784.34,Bachelor’s Degree,18,873,4412,52.3,27.43,India,68.44
Ceramics designer,Retail,Increasing,Low,122978.0,PhD,4,7306,9500,97.45,28.3,UK,56.68
"Research officer, government",Healthcare,Decreasing,Low,67064.55,PhD,1,6201,6767,42.54,29.6,USA,36.99
Structural engineer,Transportation,Increasing,Low,98485.45,High School,2,8292,5341,16.56,47.19,China,68.03
Clinical biochemist,Entertainment,Decreasing,Moderate,127059.9,Associate Degree,18,174,5761,28.61,41.33,Germany,50.18
Museum/gallery exhibitions officer,Retail,Increasing,High,106644.98,Associate Degree,7,4932,8888,10.58,87.92,India,23.0
"Therapist, sports",Education,Increasing,Moderate,68199.66,PhD,3,1599,9833,76.89,52.55,Germany,74.17
Oceanographer,IT,Increasing,High,49819.65,High School,12,3031,1636,31.68,5.04,India,68.02
Veterinary surgeon,Finance,Decreasing,High,66919.28,High School,8,839,2073,92.65,7.78,India,39.82
"Solicitor, Scotland",Healthcare,Increasing,Low,56592.03,High School,10,821,1098,38.37,63.55,UK,35.39
Geoscientist,Education,Decreasing,Low,42793.59,Master’s Degree,4,542,5892,58.36,39.12,Brazil,41.12
Insurance risk surveyor,Manufacturing,Increasing,Moderate,62519.41,PhD,0,253,889,54.81,55.5,Australia,29.24
Theatre manager,Retail,Increasing,Low,105630.03,Master’s Degree,8,1362,7330,83.98,75.76,Germany,47.46
Hydrologist,Education,Increasing,High,71391.26,Master’s Degree,5,7317,9722,73.88,65.38,Canada,67.05
"Nurse, children's",Manufacturing,Decreasing,High,48844.39,PhD,13,468,1652,78.91,99.07,USA,38.53
Textile designer,Entertainment,Increasing,Low,71700.23,PhD,17,8368,1275,31.8,40.76,USA,36.65
Lexicographer,Transportation,Decreasing,Moderate,126027.87,PhD,10,3829,6998,19.15,30.93,Germany,77.59
Consulting civil engineer,Finance,Decreasing,High,112426.0,High School,11,954,6358,92.91,96.65,India,78.41
Actuary,Education,Decreasing,Moderate,82730.36,PhD,0,2670,9534,92.7,72.89,USA,79.24
"Engineer, civil (contracting)",Transportation,Decreasing,Moderate,136218.96,PhD,18,5202,9158,59.39,39.83,USA,24.38
Special educational needs teacher,Finance,Decreasing,High,52517.93,Associate Degree,16,9406,1416,27.04,7.99,UK,39.91
Local government officer,Manufacturing,Decreasing,Low,49959.54,PhD,9,8859,6858,16.85,7.96,China,25.47
Ranger/warden,Entertainment,Increasing,Moderate,135886.55,PhD,6,6000,1197,38.44,54.53,UK,31.33
Colour technologist,Education,Increasing,Moderate,143574.51,Master’s Degree,19,912,8419,28.53,8.44,China,50.57
Press sub,Entertainment,Decreasing,High,139154.33,Bachelor’s Degree,4,5165,5966,45.18,21.91,Brazil,20.66
"Optician, dispensing",Healthcare,Decreasing,Low,72429.28,Master’s Degree,13,8631,258,55.67,38.29,India,28.82
"Teacher, primary school",Transportation,Decreasing,Moderate,138594.63,High School,4,5465,9657,52.38,28.55,China,62.99
Operational researcher,IT,Increasing,High,112935.88,Associate Degree,8,6779,871,40.32,41.04,Germany,30.41
Town planner,Retail,Increasing,Low,143967.4,Bachelor’s Degree,15,7350,4308,44.23,21.8,Canada,46.82
"Engineer, production",Manufacturing,Decreasing,Moderate,134671.62,Master’s Degree,18,6099,6869,96.75,62.43,China,54.27
"Geologist, engineering",Education,Increasing,High,142365.58,PhD,8,7079,3516,96.86,30.44,UK,58.45
Contracting civil engineer,Healthcare,Increasing,Moderate,42655.49,Associate Degree,11,7852,2049,89.06,6.18,UK,35.89
Chief Technology Officer,Finance,Decreasing,Low,133006.58,Master’s Degree,20,8539,7662,49.8,66.74,Germany,20.63
Technical author,Healthcare,Decreasing,Moderate,110719.61,Bachelor’s Degree,3,1681,240,56.81,36.26,UK,28.23
"Secretary, company",Entertainment,Decreasing,Moderate,83487.06,Bachelor’s Degree,3,5674,4353,38.31,11.73,Germany,67.38
Rural practice surveyor,Education,Increasing,Moderate,73475.57,Bachelor’s Degree,2,8555,6759,5.47,72.56,India,42.71
Industrial buyer,Manufacturing,Decreasing,High,99608.93,Associate Degree,12,2387,901,45.52,74.16,UK,26.68
Retail manager,IT,Decreasing,High,127412.71,High School,8,4561,528,99.31,86.96,Australia,60.04
Armed forces operational officer,Manufacturing,Increasing,Low,99274.63,Bachelor’s Degree,15,5820,7277,50.02,15.19,China,37.31
"Scientist, audiological",Entertainment,Increasing,Low,60073.05,Master’s Degree,6,3952,7215,86.49,69.73,Australia,68.79
Chief Strategy Officer,Transportation,Decreasing,Moderate,42806.26,Bachelor’s Degree,9,727,4576,82.9,84.89,USA,51.87
"Administrator, charities/voluntary organisations",Education,Increasing,Moderate,64602.57,Associate Degree,14,9492,8414,58.13,28.72,China,72.34
"Production assistant, television",IT,Increasing,Moderate,77331.02,Associate Degree,0,6977,8810,90.32,63.49,Australia,32.71
Quarry manager,Entertainment,Increasing,Low,70571.8,Bachelor’s Degree,4,2593,1068,72.15,35.9,Germany,65.68
"Engineer, civil (contracting)",Entertainment,Increasing,High,52059.89,Bachelor’s Degree,15,7372,4014,34.2,50.59,Brazil,69.69
Field trials officer,Healthcare,Decreasing,Moderate,33136.83,PhD,3,9653,6532,71.01,85.1,Canada,38.81
"Surveyor, land/geomatics",Manufacturing,Decreasing,High,35267.75,Associate Degree,20,2107,8738,58.98,48.07,USA,73.67
Claims inspector/assessor,Healthcare,Decreasing,Moderate,58145.78,PhD,1,7971,3931,17.23,31.6,Canada,40.86
Historic buildings inspector/conservation officer,Manufacturing,Decreasing,Moderate,120474.11,Bachelor’s Degree,5,9850,8183,31.83,5.16,India,65.11
Solicitor,Finance,Increasing,Low,39713.25,High School,1,9125,9892,19.04,85.27,USA,43.8
Health and safety adviser,Retail,Increasing,Low,72337.29,High School,14,2591,6730,62.22,24.4,Australia,71.06
"Engineer, civil (contracting)",Education,Decreasing,Low,79431.69,Master’s Degree,19,3214,5964,25.71,7.07,UK,70.24
Field seismologist,Manufacturing,Increasing,Moderate,77393.81,Master’s Degree,6,3845,9811,98.02,47.0,Canada,44.62
"Lecturer, higher education",IT,Increasing,Low,40087.86,Associate Degree,11,3496,509,42.52,21.7,Australia,66.74
Information officer,Manufacturing,Increasing,High,124622.16,Associate Degree,5,8855,7394,24.54,81.42,Australia,66.3
Barrister,Transportation,Increasing,Low,123500.76,Bachelor’s Degree,14,3974,479,58.9,28.21,Australia,77.64
Leisure centre manager,Manufacturing,Decreasing,Low,112683.76,PhD,4,2476,7884,66.14,27.68,USA,46.54
Mental health nurse,Healthcare,Decreasing,High,39973.34,PhD,0,4181,305,55.01,58.32,Canada,24.59
Plant breeder/geneticist,IT,Increasing,Low,123629.12,Master’s Degree,1,2941,9191,70.25,35.07,Brazil,43.59
Sports coach,IT,Increasing,High,130797.71,Bachelor’s Degree,2,8777,8707,56.56,31.53,India,57.42
Cartographer,Retail,Increasing,Low,57431.36,PhD,6,8922,3986,77.16,76.84,Canada,35.43
Immunologist,Finance,Increasing,Low,41697.41,Master’s Degree,0,3660,3272,12.66,89.73,Australia,74.83
Financial planner,Healthcare,Decreasing,Moderate,32239.09,Master’s Degree,2,1594,8646,81.28,93.9,Brazil,50.56
Microbiologist,IT,Decreasing,Low,41680.6,Bachelor’s Degree,10,608,4114,23.48,69.36,UK,63.5
"Surveyor, building control",Retail,Decreasing,Moderate,149163.73,High School,19,4964,3625,86.18,42.3,India,76.59
"Geologist, wellsite",Entertainment,Decreasing,Moderate,75106.19,Master’s Degree,16,4598,4077,51.96,15.63,China,65.91
Armed forces operational officer,Entertainment,Decreasing,Low,41551.1,PhD,19,7720,9890,21.17,23.38,Australia,77.19
"Journalist, magazine",Education,Increasing,High,102487.19,PhD,13,7622,9843,80.84,47.42,Canada,77.16
Financial controller,Education,Increasing,Low,64887.54,PhD,1,8568,1317,96.89,57.57,Germany,56.7
"Exhibitions officer, museum/gallery",Manufacturing,Increasing,Moderate,39835.47,High School,19,2795,3056,89.01,88.0,Australia,53.86
Ergonomist,Retail,Increasing,Moderate,61191.11,Bachelor’s Degree,9,7284,1262,57.9,27.31,USA,42.67
"Therapist, sports",Entertainment,Increasing,Moderate,37762.56,PhD,6,5668,5308,73.52,84.29,Australia,40.88
Oncologist,Education,Decreasing,Moderate,46828.82,Bachelor’s Degree,12,3863,3344,12.23,7.53,USA,44.25
Geographical information systems officer,Finance,Increasing,Low,127892.5,High School,5,8897,3242,31.67,11.82,Australia,28.79
Ceramics designer,Entertainment,Increasing,Moderate,77211.01,Master’s Degree,0,5295,2152,45.73,61.97,Brazil,36.65
Podiatrist,Education,Increasing,High,36540.04,Master’s Degree,16,5805,4011,99.89,58.85,Canada,33.86
Systems developer,Entertainment,Decreasing,Low,89501.24,Associate Degree,20,1214,6342,76.27,28.51,Australia,71.16
Agricultural engineer,Entertainment,Increasing,Low,98342.74,Bachelor’s Degree,13,5559,8280,45.31,67.66,India,36.02
English as a second language teacher,Manufacturing,Increasing,Moderate,74017.66,Master’s Degree,5,1177,6696,31.59,75.04,UK,24.38
"Engineer, manufacturing",Manufacturing,Decreasing,High,60274.1,High School,1,9211,4424,72.05,37.11,China,41.7
Clinical embryologist,Education,Increasing,High,131533.92,Bachelor’s Degree,12,6191,8845,68.87,7.51,UK,57.88
Software engineer,Healthcare,Decreasing,Low,57404.62,Bachelor’s Degree,9,9063,7224,92.14,88.14,Germany,70.39
Cartographer,Entertainment,Increasing,High,89522.5,High School,11,8897,6656,43.43,71.65,Canada,45.13
Product manager,Finance,Increasing,High,121045.52,Associate Degree,16,6711,8552,26.14,85.08,China,33.55
Logistics and distribution manager,Transportation,Decreasing,Moderate,129441.15,Associate Degree,0,2249,9415,32.68,41.42,Germany,22.48
Pathologist,Transportation,Decreasing,Moderate,43870.06,Master’s Degree,2,1850,5482,17.2,32.21,India,67.27
"Journalist, magazine",Education,Decreasing,Low,130037.6,Bachelor’s Degree,11,9240,7383,42.08,4.84,USA,60.04
Charity officer,Transportation,Increasing,Moderate,148797.75,PhD,19,9449,1529,84.24,18.73,India,58.67
Child psychotherapist,Healthcare,Decreasing,Low,52853.77,Master’s Degree,17,8257,2537,98.0,3.84,India,53.4
Legal secretary,Entertainment,Decreasing,Low,129433.51,Master’s Degree,13,4749,3464,34.06,29.33,USA,70.51
"Lighting technician, broadcasting/film/video",Retail,Decreasing,Moderate,128451.11,High School,13,9138,1120,99.85,63.28,UK,71.32
"Buyer, industrial",Transportation,Increasing,Low,55251.62,Master’s Degree,18,9721,7356,6.47,48.98,UK,38.03
Public librarian,Entertainment,Increasing,Low,55333.8,PhD,6,259,2362,32.35,86.12,India,45.52
Patent attorney,Manufacturing,Decreasing,Moderate,75639.78,Associate Degree,19,4296,906,39.17,48.79,Brazil,47.63
Information officer,Transportation,Decreasing,Low,110963.41,High School,13,1890,3598,52.93,66.24,Australia,29.5
Comptroller,Education,Increasing,Low,41526.93,High School,20,7306,3297,73.3,29.07,Germany,39.41
Facilities manager,Education,Increasing,High,107695.4,Associate Degree,16,761,1933,49.28,35.32,Germany,40.61
Radiation protection practitioner,IT,Decreasing,High,102583.64,Associate Degree,1,2992,1125,33.06,33.32,UK,39.77
Manufacturing engineer,Entertainment,Increasing,Moderate,137770.89,Associate Degree,18,9222,9880,90.12,78.67,USA,62.04
Musician,Education,Increasing,High,89182.83,Associate Degree,17,1953,4526,77.25,46.36,Germany,46.95
"Accountant, chartered management",IT,Increasing,Low,89115.31,Bachelor’s Degree,0,254,7964,68.09,23.45,Canada,22.38
"Horticulturist, amenity",Entertainment,Decreasing,Low,131858.64,Associate Degree,4,5720,6553,89.73,3.06,UK,71.56
"Journalist, magazine",Entertainment,Decreasing,High,99143.73,Master’s Degree,3,2447,1397,10.37,66.1,USA,54.84
"Civil engineer, consulting",Manufacturing,Increasing,Moderate,71844.19,Bachelor’s Degree,17,1340,849,87.97,6.26,UK,68.29
"Engineer, site",Transportation,Decreasing,High,90845.78,Bachelor’s Degree,9,6192,1940,37.51,84.6,China,32.49
Office manager,Transportation,Decreasing,High,117017.68,Associate Degree,9,5577,8682,76.52,33.59,UK,21.28
Solicitor,Finance,Decreasing,High,56336.72,Associate Degree,3,2099,2479,34.97,85.79,UK,25.07
Advertising account planner,Retail,Decreasing,Low,116820.86,Bachelor’s Degree,11,899,8546,73.3,7.24,Canada,65.87
Communications engineer,Entertainment,Decreasing,High,55470.71,PhD,18,8941,8964,57.64,79.52,India,60.32
Occupational hygienist,Entertainment,Increasing,Moderate,114659.83,Associate Degree,17,7398,2656,38.37,64.69,China,72.76
Chartered loss adjuster,Transportation,Decreasing,Moderate,105420.55,High School,4,5666,3501,55.92,9.22,Canada,77.34
"Designer, interior/spatial",Transportation,Decreasing,High,56419.15,High School,18,1025,2097,72.35,70.24,Germany,20.04
Printmaker,Transportation,Increasing,High,118692.27,PhD,13,1024,9853,32.77,77.87,Australia,29.93
"Scientist, research (life sciences)",Healthcare,Decreasing,Low,119453.15,High School,18,1572,9349,34.64,46.47,USA,22.24
Scientific laboratory technician,Entertainment,Increasing,High,130083.15,PhD,4,7896,6282,39.57,27.37,USA,45.67
Futures trader,Retail,Decreasing,High,51586.8,High School,17,1163,9322,18.03,5.48,Canada,21.74
"Teacher, early years/pre",Retail,Increasing,Low,123547.66,Bachelor’s Degree,3,4451,6838,3.71,36.12,China,56.96
Air traffic controller,IT,Increasing,High,61117.08,High School,7,7041,7732,66.8,56.02,Australia,30.43
Event organiser,Education,Increasing,Moderate,132346.64,PhD,16,6858,809,82.2,40.9,India,70.26
"Horticulturist, amenity",Finance,Decreasing,Moderate,134253.96,Bachelor’s Degree,15,3856,3310,6.9,67.79,Canada,44.28
"Engineer, electrical",Manufacturing,Decreasing,High,93854.65,High School,19,1748,7442,59.06,89.23,USA,43.37
Medical physicist,Entertainment,Increasing,Moderate,99295.2,Associate Degree,19,3468,8322,4.97,47.62,Germany,30.84
Agricultural engineer,Education,Decreasing,High,32990.67,PhD,13,5105,3822,50.68,9.65,USA,21.0
Insurance claims handler,Entertainment,Increasing,High,60716.98,Master’s Degree,6,9710,2704,32.66,57.22,Brazil,76.2
Financial manager,Retail,Increasing,High,71251.06,Bachelor’s Degree,15,3296,2403,1.24,14.9,China,59.76
Chief Operating Officer,Retail,Increasing,Low,126922.89,Associate Degree,19,5765,4372,31.15,8.6,China,67.33
Theatre director,Retail,Decreasing,Moderate,112121.27,High School,1,312,6539,30.55,18.31,Brazil,39.9
Public affairs consultant,IT,Decreasing,High,119480.11,Master’s Degree,5,4553,3608,33.96,21.77,Canada,62.3
Tax inspector,IT,Decreasing,High,123085.04,High School,15,6904,6465,34.57,72.38,USA,70.99
Garment/textile technologist,Healthcare,Decreasing,High,84293.05,High School,2,5770,9642,99.25,74.18,Germany,33.19
"Engineer, electronics",Transportation,Decreasing,Moderate,45483.72,PhD,5,8658,7935,70.05,57.17,China,28.08
Newspaper journalist,Retail,Decreasing,Moderate,72172.17,PhD,0,754,1252,91.01,20.91,Brazil,66.15
Sports administrator,IT,Decreasing,Moderate,149545.64,Bachelor’s Degree,0,6029,5701,16.38,46.11,China,63.01
Hydrographic surveyor,Entertainment,Increasing,Moderate,90074.51,Associate Degree,4,5031,7274,53.5,63.01,Canada,75.38
"Engineer, maintenance (IT)",Entertainment,Increasing,High,83008.03,Associate Degree,2,8004,648,58.98,28.95,Brazil,44.11
Civil Service fast streamer,Retail,Decreasing,High,30986.75,PhD,7,369,6159,78.91,88.04,USA,62.47
Lobbyist,Healthcare,Decreasing,Moderate,38526.01,Bachelor’s Degree,10,7741,4870,87.98,64.06,India,25.73
"Accountant, chartered management",Retail,Decreasing,Low,57201.92,High School,6,175,5786,3.38,77.56,Australia,64.84
Social worker,Healthcare,Decreasing,Low,126928.3,PhD,12,7848,8423,77.14,25.88,India,41.5
Regulatory affairs officer,Transportation,Decreasing,Low,72297.1,Bachelor’s Degree,12,7674,6867,98.6,78.05,Australia,59.01
Structural engineer,Healthcare,Decreasing,Low,34448.45,PhD,7,5154,2377,36.57,66.98,China,73.14
Restaurant manager,Education,Decreasing,Low,144286.59,Bachelor’s Degree,18,2140,7888,74.7,34.43,China,44.05
Sales promotion account executive,Education,Decreasing,Moderate,70546.89,High School,5,7654,7447,64.06,61.26,Canada,39.56
"Teacher, early years/pre",IT,Decreasing,Low,51019.71,PhD,20,6999,1465,87.92,45.45,Brazil,24.33
"Pharmacist, hospital",Transportation,Increasing,Low,40071.54,PhD,0,6023,9000,66.68,27.71,China,48.96
Museum education officer,Healthcare,Increasing,Low,60957.16,Master’s Degree,12,6774,2258,9.21,41.14,China,29.8
Paramedic,IT,Decreasing,High,41305.8,PhD,9,6817,6098,19.19,62.59,India,65.89
Corporate treasurer,Entertainment,Increasing,High,107189.78,PhD,2,4942,274,48.69,79.06,USA,71.54
Colour technologist,Entertainment,Decreasing,Low,102693.26,High School,0,382,2251,50.74,87.57,Germany,76.8
Volunteer coordinator,IT,Decreasing,High,76687.43,PhD,16,3267,8443,75.18,36.16,Australia,71.5
IT consultant,Healthcare,Decreasing,Low,53516.34,Associate Degree,20,3518,1093,24.38,91.32,UK,57.82
Sports coach,Retail,Increasing,Moderate,92018.4,Associate Degree,20,6546,6937,73.65,96.78,Germany,65.37
"Producer, television/film/video",Manufacturing,Decreasing,Moderate,59504.54,PhD,2,9403,2155,61.47,43.16,Australia,30.33
Jewellery designer,Healthcare,Increasing,Low,37715.74,Bachelor’s Degree,16,5281,6220,19.9,68.17,Germany,76.68
"Engineer, structural",Entertainment,Increasing,High,82220.45,Associate Degree,18,6270,4929,79.92,71.84,Australia,28.07
Clinical cytogeneticist,Education,Increasing,High,144414.61,Bachelor’s Degree,8,6442,6276,72.88,20.3,China,29.38
"Engineer, maintenance (IT)",Finance,Increasing,Low,125085.77,Bachelor’s Degree,12,8400,5794,19.98,25.33,Canada,48.78
Charity officer,Manufacturing,Decreasing,Moderate,75033.83,High School,3,8898,3811,85.5,57.61,India,57.66
Automotive engineer,Education,Increasing,Low,149889.18,Associate Degree,8,1625,4987,33.39,61.11,Australia,35.61
Furniture conservator/restorer,IT,Increasing,Low,48098.72,Associate Degree,10,7910,3993,92.76,2.53,Canada,77.92
Biomedical scientist,Entertainment,Increasing,Moderate,135470.16,Bachelor’s Degree,5,7515,3262,33.88,33.77,UK,66.71
Secretary/administrator,Healthcare,Decreasing,Moderate,65928.03,Bachelor’s Degree,2,4446,7901,96.2,42.82,Australia,65.45
Communications engineer,Healthcare,Increasing,High,102249.35,Bachelor’s Degree,10,3307,2051,46.79,46.98,Canada,54.07
"Librarian, public",Entertainment,Decreasing,Low,73350.17,PhD,9,1033,8127,88.11,73.49,India,60.58
Counselling psychologist,Finance,Increasing,Low,38672.28,Associate Degree,9,4469,860,56.06,46.96,India,75.05
"Engineer, control and instrumentation",IT,Increasing,High,109068.37,High School,17,850,4118,42.36,73.37,Germany,62.8
Barrister,Transportation,Increasing,Moderate,131322.95,PhD,15,7616,2343,7.99,55.16,Australia,41.99
Database administrator,Manufacturing,Decreasing,Moderate,146769.45,High School,3,8173,8942,10.24,11.0,USA,32.59
Chiropractor,Retail,Increasing,Low,101632.24,High School,18,9446,667,30.96,54.59,Brazil,25.41
"Conservation officer, nature",Transportation,Decreasing,Low,53658.35,PhD,14,8395,5924,1.83,73.92,India,63.87
"Pharmacist, hospital",Education,Increasing,Low,64636.67,Bachelor’s Degree,12,5905,4899,17.96,30.84,Brazil,37.01
Oncologist,Healthcare,Increasing,Low,60891.35,Master’s Degree,16,1395,3873,97.98,10.55,Brazil,68.28
Heritage manager,Entertainment,Decreasing,High,79404.25,PhD,8,9237,3764,70.15,38.13,Canada,23.52
Broadcast engineer,Retail,Decreasing,Low,109432.91,Associate Degree,11,6972,4122,81.79,92.49,Canada,57.8
Corporate investment banker,Transportation,Increasing,High,39875.56,Bachelor’s Degree,8,9268,2422,29.52,48.39,China,77.44
"Programme researcher, broadcasting/film/video",Retail,Decreasing,Low,101028.61,Master’s Degree,0,1772,7968,37.49,79.45,Brazil,37.83
Marine scientist,Retail,Increasing,High,139758.61,PhD,14,5949,6942,76.95,45.95,UK,51.0
Newspaper journalist,Entertainment,Decreasing,High,121930.59,Bachelor’s Degree,0,8179,1972,95.37,87.25,Australia,70.81
Dietitian,Finance,Increasing,High,135009.51,High School,6,9691,1181,87.57,77.42,India,39.42
Chartered certified accountant,Transportation,Decreasing,Low,46921.14,Bachelor’s Degree,7,8321,1383,33.71,0.34,Brazil,20.86
"Psychologist, educational",Finance,Increasing,Moderate,68706.04,Bachelor’s Degree,14,9127,6334,32.65,89.83,Brazil,62.08
Television camera operator,Manufacturing,Increasing,Low,65879.46,PhD,5,1327,7425,3.8,92.66,India,55.59
Museum education officer,Retail,Decreasing,Moderate,110296.91,High School,11,2904,1899,33.26,78.74,Canada,25.09
"Merchandiser, retail",Education,Increasing,Low,132040.55,High School,6,7238,7313,33.02,87.98,India,44.82
Youth worker,Transportation,Decreasing,Low,85173.13,High School,9,1430,4769,29.71,16.84,China,44.86
"Engineer, materials",Transportation,Decreasing,Low,41117.56,Bachelor’s Degree,20,9957,7435,90.74,3.03,China,64.74
Hydrographic surveyor,IT,Increasing,High,148818.21,Associate Degree,13,4259,208,74.77,95.67,India,30.69
Air cabin crew,Transportation,Decreasing,Low,139517.86,PhD,12,8121,7585,93.56,22.15,China,41.02
Osteopath,Education,Increasing,High,74304.08,Master’s Degree,15,6210,7234,88.98,3.23,Brazil,65.36
Advertising account executive,Transportation,Decreasing,High,116000.55,Master’s Degree,0,9152,7321,89.1,53.42,China,31.65
"Pharmacist, hospital",Retail,Decreasing,Low,139541.39,Associate Degree,1,3635,1911,36.7,36.62,Australia,64.46
Contracting civil engineer,Education,Decreasing,High,45675.31,Master’s Degree,1,7442,578,51.28,72.2,Germany,68.12
Editorial assistant,IT,Increasing,High,30499.36,Associate Degree,20,1542,7193,43.09,12.0,China,48.8
Phytotherapist,Healthcare,Decreasing,High,95624.31,High School,10,6009,5832,57.97,49.68,Germany,49.45
Building control surveyor,IT,Decreasing,High,135404.18,Master’s Degree,3,3218,5189,31.77,18.18,USA,53.79
Consulting civil engineer,Entertainment,Increasing,High,130961.94,Bachelor’s Degree,5,1508,1044,35.27,93.25,Brazil,52.6
Housing manager/officer,Manufacturing,Decreasing,High,65693.09,PhD,18,5843,2012,12.48,71.13,China,54.35
Production manager,Manufacturing,Increasing,High,142984.81,PhD,18,5455,5586,87.17,25.52,Germany,63.46
"Designer, textile",Transportation,Increasing,High,62892.51,Master’s Degree,17,238,8163,36.64,71.58,UK,33.47
Medical sales representative,Retail,Increasing,High,102870.84,Bachelor’s Degree,5,6191,7348,44.6,95.22,Canada,65.49
IT trainer,IT,Decreasing,Low,93239.56,High School,8,3994,6851,57.91,35.9,USA,34.8
Arts administrator,IT,Increasing,Low,37944.09,Master’s Degree,9,5110,6440,77.12,71.09,USA,28.9
"Surveyor, mining",Entertainment,Increasing,Low,122281.06,Bachelor’s Degree,20,9617,2079,68.84,96.01,Australia,24.54
Architectural technologist,Retail,Increasing,Moderate,93845.59,Bachelor’s Degree,6,4532,8658,34.21,78.51,Germany,75.52
Retail banker,Entertainment,Decreasing,High,53768.31,PhD,3,6424,9121,47.95,32.48,India,61.87
"Investment banker, operational",Healthcare,Increasing,Low,71840.74,PhD,13,3254,8419,2.85,13.8,Canada,70.69
Radio producer,Finance,Increasing,Moderate,59032.27,Master’s Degree,9,3899,6182,18.04,43.2,Australia,29.68
"Accountant, chartered",IT,Decreasing,Low,96755.05,Master’s Degree,15,5089,3210,45.4,33.02,Australia,50.97
"Engineer, agricultural",Education,Decreasing,Moderate,70268.01,Associate Degree,13,5751,8051,55.85,38.67,Brazil,42.3
Insurance claims handler,Finance,Increasing,Moderate,32660.0,Associate Degree,0,2257,3233,16.8,85.38,USA,45.24
Garment/textile technologist,Manufacturing,Increasing,Low,66145.25,Associate Degree,9,9467,3336,8.93,55.07,USA,30.56
Control and instrumentation engineer,Education,Increasing,Moderate,53121.07,Bachelor’s Degree,8,625,9529,41.09,3.08,China,43.0
Bookseller,Entertainment,Decreasing,Low,124318.22,Master’s Degree,18,8392,7004,83.42,31.32,Canada,24.24
Site engineer,Retail,Increasing,Low,127241.52,Bachelor’s Degree,0,3734,6537,68.8,17.94,Germany,68.86
Secretary/administrator,Entertainment,Increasing,High,115904.26,High School,6,4232,6034,39.6,91.72,Brazil,41.35
Operational investment banker,Retail,Increasing,Low,141009.38,High School,20,6779,640,39.35,61.0,China,34.43
Child psychotherapist,IT,Decreasing,Moderate,39234.5,Associate Degree,8,933,2637,35.88,3.68,USA,43.6
"Scientist, research (maths)",Transportation,Increasing,Moderate,56596.63,Bachelor’s Degree,14,6523,6002,11.04,2.74,Brazil,72.3
"Embryologist, clinical",Manufacturing,Increasing,Low,144485.62,PhD,16,172,9775,31.7,94.21,China,24.01
Scientific laboratory technician,Education,Decreasing,Low,74946.55,Master’s Degree,18,9623,304,76.15,20.77,China,36.84
"Accountant, chartered certified",Finance,Increasing,Moderate,104824.24,Associate Degree,19,8028,9841,64.31,7.18,Germany,22.34
Leisure centre manager,Retail,Increasing,Moderate,121396.35,High School,19,4212,6881,62.62,62.68,China,28.3
Clinical research associate,IT,Increasing,High,81203.72,PhD,7,5191,8641,59.69,51.97,Brazil,21.49
Tour manager,Finance,Increasing,Low,121167.2,PhD,1,3887,9853,77.69,68.38,Brazil,31.88
Fitness centre manager,Entertainment,Increasing,Moderate,106694.07,PhD,7,3006,6720,35.56,29.04,China,25.49
"Administrator, sports",Finance,Increasing,Moderate,131526.78,Bachelor’s Degree,19,9740,790,12.09,98.08,USA,28.49
"Education officer, museum",Entertainment,Decreasing,Low,140282.93,PhD,15,275,2972,98.13,95.04,India,52.95
"Journalist, newspaper",Entertainment,Decreasing,High,66006.49,PhD,5,9699,7424,16.78,35.29,India,31.75
Electronics engineer,Entertainment,Increasing,High,30816.38,Master’s Degree,4,597,6796,8.47,67.71,Canada,22.28
Armed forces technical officer,Transportation,Increasing,Moderate,34604.47,High School,17,9601,8580,13.18,28.95,Canada,23.33
Horticultural consultant,Manufacturing,Increasing,Low,67178.44,High School,11,3968,2737,49.46,72.94,China,74.18
Television production assistant,Finance,Decreasing,Moderate,124038.9,Associate Degree,0,5224,7277,16.59,15.87,Germany,45.01
Land/geomatics surveyor,Entertainment,Decreasing,Low,60089.03,High School,4,5436,8875,69.84,95.45,China,72.8
"Programmer, multimedia",Manufacturing,Decreasing,Low,105103.83,Master’s Degree,8,4458,6618,40.96,73.98,USA,70.59
"Runner, broadcasting/film/video",Transportation,Decreasing,Low,53030.67,High School,14,8340,1571,53.69,49.48,India,21.56
Contracting civil engineer,Education,Decreasing,High,31803.11,Master’s Degree,4,7845,8733,14.25,63.51,Brazil,50.81
Forest/woodland manager,Manufacturing,Decreasing,Moderate,81711.01,Master’s Degree,3,3108,444,49.55,55.45,Brazil,40.08
Advertising art director,Retail,Decreasing,Low,36332.32,High School,20,2194,5150,10.74,99.91,Germany,47.34
Quarry manager,Healthcare,Decreasing,High,86292.55,PhD,14,8522,2453,68.12,79.61,China,26.4
"Therapist, sports",Manufacturing,Increasing,High,121344.31,Master’s Degree,11,7356,3798,80.04,84.27,UK,39.86
Advertising account planner,Entertainment,Decreasing,Low,38394.05,Bachelor’s Degree,13,1786,2002,96.55,61.28,USA,34.34
Office manager,Healthcare,Increasing,Low,78660.06,Master’s Degree,8,567,4923,21.68,14.06,Canada,70.81
"Librarian, academic",Finance,Increasing,High,54093.38,Bachelor’s Degree,12,3602,146,13.16,40.44,China,38.21
Contracting civil engineer,Transportation,Increasing,Low,89949.62,Associate Degree,2,390,3008,77.01,48.87,China,47.87
Production engineer,Entertainment,Increasing,Low,105024.5,PhD,11,5750,9214,38.97,85.25,Canada,78.34
Civil Service administrator,Transportation,Decreasing,High,144800.84,Bachelor’s Degree,2,3204,9832,66.98,68.6,Australia,29.85
Freight forwarder,Finance,Increasing,Moderate,34000.11,Associate Degree,16,4811,5426,23.36,47.44,India,34.88
Air cabin crew,Healthcare,Increasing,Moderate,85537.98,Bachelor’s Degree,13,7870,4480,53.2,46.29,USA,56.8
Television production assistant,Manufacturing,Decreasing,High,136863.04,Bachelor’s Degree,6,2281,9325,53.91,2.62,Australia,70.23
Environmental education officer,Healthcare,Decreasing,Low,102079.92,High School,20,587,6042,55.44,90.93,UK,48.82
Accounting technician,Transportation,Increasing,Moderate,53316.63,Associate Degree,15,6460,9144,81.05,2.33,USA,79.11
Exhibition designer,Entertainment,Increasing,Low,36490.19,Associate Degree,16,8586,6274,31.03,43.53,Canada,70.52
Diagnostic radiographer,Finance,Increasing,Moderate,127617.48,Bachelor’s Degree,12,6170,5238,3.69,43.9,China,77.75
"Programmer, systems",Entertainment,Increasing,High,38149.53,PhD,5,5289,650,45.98,93.5,UK,24.36
"Designer, multimedia",Retail,Increasing,Low,106853.93,Bachelor’s Degree,8,5216,7659,27.16,36.41,China,56.8
"Engineer, maintenance",Manufacturing,Increasing,Moderate,68931.74,High School,5,1428,4152,24.8,13.04,Germany,77.63
Electrical engineer,Retail,Increasing,Moderate,55782.97,High School,19,3302,9836,52.99,74.14,China,30.93
"Sound technician, broadcasting/film/video",IT,Decreasing,Moderate,130305.44,PhD,18,4110,7059,81.94,22.58,Australia,49.8
Pharmacologist,Entertainment,Increasing,High,145760.04,Master’s Degree,10,5156,4338,90.68,29.59,Australia,20.39
"Journalist, broadcasting",IT,Decreasing,Low,54074.97,Associate Degree,8,2908,9865,98.67,36.94,China,44.2
Early years teacher,IT,Decreasing,Moderate,117054.5,PhD,6,3469,2222,19.62,18.93,Canada,47.05
Medical laboratory scientific officer,Transportation,Increasing,High,122952.78,Associate Degree,7,7538,5130,58.0,27.61,Australia,35.25
"Designer, industrial/product",Transportation,Increasing,Low,80845.24,Bachelor’s Degree,13,2719,8299,62.04,54.77,Brazil,78.77
Computer games developer,Transportation,Decreasing,Moderate,45982.1,PhD,20,9094,4584,32.18,53.37,Canada,46.83
Jewellery designer,IT,Decreasing,High,73081.54,Bachelor’s Degree,5,2829,8587,72.29,75.1,USA,70.49
Biomedical engineer,Transportation,Decreasing,Low,113703.67,Bachelor’s Degree,15,5479,1992,48.44,5.17,UK,33.51
Accounting technician,Manufacturing,Decreasing,High,55631.79,PhD,19,6431,4801,25.43,34.23,India,51.68
Health and safety adviser,Education,Decreasing,Low,98277.61,High School,16,751,8794,5.91,82.75,Brazil,27.24
Local government officer,Finance,Increasing,Low,135798.26,PhD,0,9259,7906,84.28,80.33,Australia,35.74
"Restaurant manager, fast food",Transportation,Increasing,High,105549.17,Master’s Degree,14,9719,7481,54.11,60.63,Germany,77.7
Tour manager,Healthcare,Increasing,Low,129827.92,Bachelor’s Degree,2,4853,8729,54.15,65.49,Canada,66.65
English as a foreign language teacher,Entertainment,Decreasing,Low,47494.55,Associate Degree,6,9424,4848,8.32,75.88,UK,62.43
Chiropractor,Retail,Decreasing,High,111257.91,Associate Degree,12,7780,2460,63.5,27.14,China,58.47
"Education officer, community",Entertainment,Increasing,High,90530.23,Associate Degree,16,4016,5508,76.95,9.94,India,62.36
Fitness centre manager,Transportation,Increasing,Low,108198.31,Master’s Degree,11,8203,1312,50.86,16.74,Germany,54.97
Cartographer,Manufacturing,Decreasing,High,34030.56,PhD,12,1142,9678,92.32,20.92,Australia,78.46
Colour technologist,Entertainment,Decreasing,Low,109575.23,Bachelor’s Degree,9,9366,8497,37.41,57.38,Canada,78.15
"Engineer, mining",Finance,Decreasing,Moderate,140535.77,Bachelor’s Degree,10,3058,8203,26.6,39.93,UK,43.38
Brewing technologist,Healthcare,Increasing,Moderate,44447.86,High School,7,785,2686,4.62,11.6,Australia,35.95
Historic buildings inspector/conservation officer,Finance,Increasing,Moderate,60531.42,Bachelor’s Degree,3,3577,1427,54.54,39.01,Canada,58.29
Network engineer,Healthcare,Increasing,High,30604.02,Master’s Degree,17,2202,2955,66.0,93.69,Canada,50.42
IT sales professional,Transportation,Increasing,High,62886.39,Associate Degree,8,483,7213,58.27,25.36,USA,52.08
Conference centre manager,Manufacturing,Increasing,Moderate,39808.98,PhD,0,6350,9459,3.32,62.17,India,73.89
Dramatherapist,Healthcare,Increasing,High,76740.84,Master’s Degree,20,5770,1080,91.7,31.53,Canada,43.07
Community arts worker,Finance,Increasing,Moderate,80136.83,Master’s Degree,10,1525,1446,24.85,16.86,Germany,36.64
Accounting technician,Finance,Decreasing,High,114843.34,High School,10,8033,745,2.35,85.55,Canada,20.33
Osteopath,Finance,Decreasing,Low,135083.46,PhD,3,3685,4372,27.48,81.35,Brazil,61.06
Tax inspector,Healthcare,Increasing,Moderate,99876.29,Associate Degree,14,5673,6266,58.49,89.79,China,68.34
Psychiatrist,IT,Decreasing,High,143653.44,Master’s Degree,3,9023,6284,80.67,13.94,UK,67.68
Recruitment consultant,Retail,Decreasing,Low,97495.41,PhD,15,2940,6738,93.58,77.72,Germany,71.89
Surgeon,Finance,Increasing,High,64688.9,Master’s Degree,6,1936,6539,37.62,4.23,China,41.32
"Geologist, engineering",Finance,Increasing,High,140448.37,Bachelor’s Degree,17,9218,729,82.13,63.37,Canada,22.88
Public affairs consultant,Entertainment,Decreasing,Moderate,39308.55,Associate Degree,3,225,6192,5.4,61.67,Brazil,75.29
"Psychotherapist, dance movement",Healthcare,Increasing,High,63557.3,High School,13,9191,9216,52.9,73.97,UK,73.79
Rural practice surveyor,Transportation,Increasing,Moderate,87129.35,PhD,1,5724,297,6.49,92.81,Brazil,50.65
Hydrographic surveyor,Entertainment,Increasing,Low,68801.16,Associate Degree,1,9771,1089,27.28,9.54,Germany,30.9
Chartered loss adjuster,Finance,Increasing,High,55510.37,High School,19,4240,7574,53.19,49.2,Brazil,59.51
"Radiographer, diagnostic",Retail,Decreasing,High,130685.43,Bachelor’s Degree,12,6042,1477,96.79,41.5,Australia,76.91
"Surveyor, building control",Manufacturing,Decreasing,Moderate,36606.93,High School,13,6243,2206,68.6,58.33,USA,65.24
Financial adviser,Education,Decreasing,Moderate,87067.53,Associate Degree,13,7089,8429,19.35,94.72,Australia,57.62
"Administrator, charities/voluntary organisations",Education,Increasing,High,36830.02,Master’s Degree,4,7011,6308,26.08,86.15,Australia,73.91
Broadcast journalist,Education,Decreasing,Low,99292.36,PhD,3,4978,5594,88.46,24.08,China,46.54
Clothing/textile technologist,Entertainment,Increasing,Moderate,55070.1,Master’s Degree,2,3696,6249,40.94,20.5,Australia,65.96
Medical technical officer,Entertainment,Decreasing,Low,124624.11,High School,1,4200,6115,83.52,32.16,Australia,44.31
"Scientist, audiological",Entertainment,Increasing,High,104808.32,Master’s Degree,10,141,9819,8.18,5.88,Australia,65.93
Technical sales engineer,Manufacturing,Increasing,Low,114796.56,High School,17,7579,4249,62.21,46.59,Germany,41.82
Counsellor,Retail,Increasing,Low,149573.27,PhD,2,2463,1838,57.56,15.95,Australia,70.29
Chartered certified accountant,IT,Increasing,Moderate,122446.07,PhD,4,6920,4011,81.67,84.7,Australia,68.68
Academic librarian,IT,Increasing,Moderate,123302.56,PhD,19,4081,4869,84.88,2.48,Germany,77.14
Customer service manager,Transportation,Decreasing,Moderate,59766.74,High School,16,4492,5725,23.45,3.1,Australia,41.37
TEFL teacher,IT,Increasing,High,85068.59,High School,16,2265,8710,62.44,92.65,Australia,77.07
Academic librarian,IT,Increasing,Low,115183.86,Master’s Degree,2,6146,6497,96.34,49.29,USA,55.69
Historic buildings inspector/conservation officer,IT,Increasing,High,48264.53,Bachelor’s Degree,19,8396,3499,83.72,57.25,China,53.17
Archaeologist,IT,Increasing,High,79086.93,PhD,18,8564,1133,13.54,66.82,UK,67.84
Armed forces operational officer,Entertainment,Decreasing,Moderate,42367.06,Master’s Degree,13,5942,5789,71.63,8.1,Australia,46.61
"Designer, industrial/product",IT,Decreasing,High,113229.43,Bachelor’s Degree,18,301,9811,82.16,29.82,China,54.4
Museum/gallery exhibitions officer,Manufacturing,Increasing,Moderate,74049.38,Associate Degree,4,2068,7336,6.31,45.37,Canada,75.36
Air cabin crew,Manufacturing,Increasing,High,59558.77,High School,7,6489,6364,85.07,42.66,Brazil,51.5
Special effects artist,Transportation,Decreasing,Moderate,121527.2,Master’s Degree,19,8715,5376,93.1,36.43,China,53.45
Outdoor activities/education manager,Education,Decreasing,Low,51664.75,Bachelor’s Degree,13,5037,8297,71.25,9.28,Canada,21.99
Chartered loss adjuster,Education,Increasing,Low,122576.76,Master’s Degree,13,1108,3408,6.34,69.89,Brazil,27.59
Higher education careers adviser,Manufacturing,Increasing,Moderate,109748.75,Bachelor’s Degree,8,4718,1904,74.31,23.68,USA,55.83
Catering manager,Finance,Increasing,Moderate,31640.46,Bachelor’s Degree,11,7829,9528,37.91,54.3,Australia,57.43
Database administrator,Healthcare,Increasing,High,74110.17,Associate Degree,19,3192,5521,23.67,71.16,China,75.87
"Research officer, political party",Healthcare,Increasing,High,58727.94,Associate Degree,9,8402,2254,96.8,28.04,Australia,77.08
Agricultural engineer,Healthcare,Decreasing,Moderate,31809.49,PhD,2,6032,3662,92.84,61.53,UK,42.05
Chief Operating Officer,Entertainment,Increasing,Low,145452.22,Associate Degree,5,2407,1448,62.65,20.04,Brazil,70.09
"Merchandiser, retail",Manufacturing,Increasing,High,112337.47,High School,20,4192,9570,11.53,37.87,USA,44.55
Therapeutic radiographer,Healthcare,Increasing,Moderate,136268.55,PhD,8,9465,1655,58.47,49.24,Canada,53.19
Psychotherapist,Transportation,Increasing,High,64295.42,High School,15,5645,7595,97.97,31.29,Germany,20.73
Art therapist,Healthcare,Increasing,Low,140093.25,High School,20,1446,2038,29.64,9.92,Brazil,42.54
"Engineer, control and instrumentation",Transportation,Increasing,High,119306.99,Associate Degree,8,3561,3178,63.72,94.27,USA,35.38
Personnel officer,Manufacturing,Increasing,High,135029.54,Bachelor’s Degree,4,8591,2695,55.21,49.72,UK,61.85
"Teacher, special educational needs",Manufacturing,Decreasing,Moderate,102653.29,Associate Degree,4,2365,8680,58.68,31.94,Brazil,51.53
Exhibition designer,Manufacturing,Increasing,Moderate,81228.64,Master’s Degree,16,8618,8768,88.92,4.11,Australia,62.91
Outdoor activities/education manager,Finance,Decreasing,High,58355.27,Associate Degree,18,9730,9185,12.28,96.92,Brazil,23.06
Firefighter,Healthcare,Increasing,Low,130686.4,Associate Degree,5,5067,6926,38.87,39.88,Australia,31.01
Fashion designer,Retail,Decreasing,Moderate,120106.38,PhD,14,8149,9489,49.76,16.81,Canada,20.31
"Engineer, materials",Retail,Increasing,Moderate,53150.99,Master’s Degree,7,7496,9271,33.36,95.33,Canada,53.08
Insurance risk surveyor,Transportation,Increasing,Moderate,32108.22,Bachelor’s Degree,6,7500,5831,49.46,95.68,UK,33.35
Hospital doctor,Healthcare,Increasing,Low,40574.9,High School,8,6876,9360,5.11,31.53,Germany,54.62
Careers adviser,Finance,Increasing,High,129406.93,Master’s Degree,15,8152,5866,1.36,38.47,Germany,70.38
Cabin crew,Healthcare,Increasing,Moderate,78301.22,High School,18,2446,5413,50.07,58.43,Canada,60.98
"Nurse, children's",Education,Increasing,Low,59598.89,Bachelor’s Degree,5,8020,1923,90.54,87.94,India,23.94
"Geneticist, molecular",Transportation,Increasing,Moderate,37123.81,Bachelor’s Degree,12,5755,4541,43.46,82.36,Canada,38.33
Site engineer,Transportation,Increasing,Low,130553.5,Bachelor’s Degree,0,1403,4296,86.73,19.11,UK,56.96
Pension scheme manager,Transportation,Increasing,Low,109226.6,Associate Degree,4,2780,6399,18.89,71.0,Brazil,51.38
"Geologist, wellsite",Retail,Decreasing,Moderate,112968.69,Bachelor’s Degree,13,8975,1808,78.54,74.88,Brazil,28.82
Research scientist (physical sciences),Manufacturing,Decreasing,Low,73546.83,Master’s Degree,3,3137,2774,17.77,43.21,Canada,43.19
"Programmer, applications",Healthcare,Increasing,High,73245.51,Master’s Degree,11,9796,1131,0.65,21.88,Australia,53.63
"Librarian, academic",Education,Increasing,Low,82467.7,Bachelor’s Degree,20,3154,9696,27.2,13.1,Brazil,50.36
Patent attorney,Retail,Increasing,High,92555.53,Bachelor’s Degree,8,5194,612,1.22,21.35,Germany,29.47
Printmaker,Entertainment,Decreasing,Low,77054.6,PhD,13,9379,3569,36.97,48.14,Australia,27.15
Environmental health practitioner,Retail,Increasing,High,78337.34,Associate Degree,12,7144,4632,45.83,16.03,Australia,75.54
Passenger transport manager,Healthcare,Decreasing,Low,90325.07,PhD,12,6162,2855,43.02,65.87,Australia,73.91
"Engineer, energy",Retail,Decreasing,Moderate,84482.0,High School,7,5138,8935,10.13,60.66,USA,52.21
Television production assistant,Manufacturing,Decreasing,Moderate,139715.57,Bachelor’s Degree,20,3102,828,37.91,59.69,India,31.55
Soil scientist,Education,Decreasing,Moderate,98637.53,PhD,14,2331,1523,22.17,59.19,Canada,52.5
"Engineer, energy",Transportation,Increasing,Low,148367.51,Bachelor’s Degree,11,7267,7218,24.91,89.81,China,37.58
Quantity surveyor,Manufacturing,Decreasing,Low,128069.05,Bachelor’s Degree,1,574,2012,51.47,89.44,India,45.64
"Education officer, museum",Retail,Decreasing,High,105312.64,Master’s Degree,10,692,5409,40.55,63.59,China,55.18
Osteopath,Retail,Decreasing,Moderate,142478.74,High School,10,8627,9046,40.59,96.34,India,56.92
Purchasing manager,Healthcare,Increasing,Moderate,83555.82,Associate Degree,16,8199,5232,48.37,30.11,Canada,38.42
Careers information officer,Entertainment,Decreasing,Low,142547.36,High School,11,5903,5104,16.45,30.86,India,31.31
Naval architect,Education,Increasing,High,122992.43,High School,18,5254,2085,83.87,85.75,Brazil,33.29
Hydrographic surveyor,Transportation,Decreasing,Moderate,74156.7,High School,7,6901,3767,40.3,58.35,USA,79.82
Occupational hygienist,IT,Increasing,Low,114786.83,Associate Degree,11,6150,2682,79.81,35.44,Germany,74.16
"Engineer, biomedical",Retail,Increasing,High,56342.86,Associate Degree,8,3914,2534,86.85,44.7,Canada,49.53
Chief Strategy Officer,Retail,Increasing,High,40459.55,PhD,5,4287,6745,17.56,47.43,UK,33.38
Clinical cytogeneticist,IT,Increasing,Low,140330.52,PhD,7,7948,8529,20.79,58.18,India,45.36
Television production assistant,Finance,Increasing,Low,34252.47,Associate Degree,18,7060,1336,38.37,54.38,India,51.23
"Nurse, adult",Finance,Decreasing,High,111402.35,Bachelor’s Degree,16,1828,3646,37.49,80.45,Australia,27.34
"Engineer, energy",Finance,Increasing,Moderate,124865.21,Associate Degree,11,920,339,28.33,58.64,Australia,27.66
Manufacturing systems engineer,Transportation,Decreasing,Low,52346.48,Master’s Degree,16,1353,8219,1.25,64.76,Brazil,77.58
"Psychotherapist, child",IT,Increasing,Moderate,40475.95,Bachelor’s Degree,9,722,7104,82.18,1.0,India,43.05
"Presenter, broadcasting",Finance,Increasing,Moderate,102297.35,High School,14,1924,5181,33.57,79.48,USA,57.75
"Solicitor, Scotland",Finance,Decreasing,Low,37316.13,Master’s Degree,3,7191,8775,41.84,29.88,UK,74.53
Barrister,Healthcare,Decreasing,Low,104746.03,PhD,18,3539,1834,32.28,49.11,Germany,40.64
"Sales professional, IT",Education,Decreasing,Moderate,76981.12,Master’s Degree,20,6514,4368,3.73,40.87,Australia,78.79
Insurance risk surveyor,Manufacturing,Increasing,Moderate,95488.43,High School,7,7200,7553,4.39,67.26,Brazil,37.89
Government social research officer,Healthcare,Increasing,Moderate,74091.73,Bachelor’s Degree,8,9910,8472,57.35,80.67,China,49.57
Chartered accountant,Education,Increasing,Low,85306.47,Bachelor’s Degree,2,2718,9834,70.08,26.27,Germany,53.13
"Surveyor, building",Retail,Decreasing,Low,118694.59,Bachelor’s Degree,16,1281,1299,99.86,61.05,Brazil,54.11
Clinical biochemist,Healthcare,Decreasing,Low,68533.83,Bachelor’s Degree,7,1369,2959,58.95,5.94,China,30.68
Fine artist,Healthcare,Decreasing,Moderate,86386.53,PhD,16,9355,1686,87.85,99.31,India,67.69
"Nurse, mental health",Transportation,Decreasing,Low,104250.87,Associate Degree,5,1008,8290,46.68,12.98,Australia,71.42
"Scientist, forensic",Entertainment,Increasing,Moderate,107004.15,Associate Degree,3,558,8102,53.54,15.35,Australia,76.43
Equities trader,Healthcare,Decreasing,Low,78954.92,Master’s Degree,8,7768,7350,20.33,14.48,UK,45.02
Secondary school teacher,IT,Decreasing,Moderate,40013.07,Master’s Degree,13,3514,9533,89.34,25.74,UK,65.4
Operations geologist,Transportation,Decreasing,Low,74334.6,PhD,10,7801,8268,63.27,91.2,USA,55.31
Broadcast presenter,Finance,Increasing,Moderate,115306.71,Associate Degree,10,8997,1418,75.69,41.16,China,25.78
"Therapist, music",IT,Decreasing,High,64871.07,High School,4,3084,8491,0.28,88.63,China,20.37
"Designer, industrial/product",Entertainment,Decreasing,Low,31750.79,Associate Degree,15,3000,5884,65.03,20.25,Brazil,70.93
Museum/gallery conservator,Retail,Decreasing,Low,146233.37,Master’s Degree,13,5913,3797,92.63,0.35,USA,72.35
Animal technologist,Entertainment,Increasing,High,63407.21,Master’s Degree,10,5627,4374,68.64,78.92,UK,78.94
Museum/gallery exhibitions officer,Entertainment,Increasing,High,111027.37,Master’s Degree,5,1248,9234,1.97,93.08,India,52.18
Furniture designer,Manufacturing,Decreasing,High,71723.87,Bachelor’s Degree,16,3179,9402,96.8,58.85,Germany,75.3
Visual merchandiser,Entertainment,Decreasing,Low,105959.6,PhD,20,2053,4701,69.5,54.13,Brazil,23.36
"Journalist, newspaper",Manufacturing,Increasing,Moderate,144857.32,Associate Degree,8,3053,1833,6.08,86.92,Brazil,76.21
Television production assistant,Entertainment,Increasing,Low,144612.27,Master’s Degree,11,4918,9371,56.74,26.44,Germany,71.15
"Psychologist, counselling",Transportation,Decreasing,Moderate,76485.88,Bachelor’s Degree,7,7482,352,56.09,26.04,China,79.23
Dispensing optician,Transportation,Decreasing,Low,35132.84,Associate Degree,11,7251,7528,57.9,61.5,India,45.3
Computer games developer,Finance,Increasing,Moderate,66844.62,High School,12,797,6729,23.97,11.68,China,30.38
Sports administrator,Finance,Increasing,Moderate,121728.38,PhD,3,1178,2303,95.08,38.13,USA,76.58
Clinical cytogeneticist,Education,Decreasing,High,91311.49,Bachelor’s Degree,15,9039,1747,11.26,48.95,Canada,24.02
Equities trader,IT,Decreasing,Moderate,144313.06,PhD,19,2577,7954,51.28,63.15,Germany,32.12
Race relations officer,Entertainment,Decreasing,Moderate,103223.61,Master’s Degree,6,5133,5206,0.41,54.04,Germany,29.19
Planning and development surveyor,Transportation,Decreasing,Moderate,44044.1,Bachelor’s Degree,16,5048,3986,43.1,65.33,Brazil,67.46
Chiropractor,Education,Decreasing,Low,106169.33,High School,20,9648,9135,63.96,60.31,China,73.8
Freight forwarder,Finance,Decreasing,High,94751.26,Master’s Degree,8,7544,4016,86.93,85.09,Germany,49.27
"Designer, fashion/clothing",Healthcare,Decreasing,High,72429.88,Associate Degree,6,9238,9841,74.97,86.75,China,27.08
Electrical engineer,Transportation,Decreasing,Low,30137.97,PhD,11,3250,9457,73.67,62.4,UK,77.07
"Teacher, early years/pre",Entertainment,Increasing,Moderate,74101.92,Bachelor’s Degree,12,4628,6683,16.13,73.11,Australia,36.7
Medical secretary,Healthcare,Decreasing,Moderate,58270.17,Associate Degree,6,8850,7454,20.96,84.68,Canada,35.53
English as a foreign language teacher,Manufacturing,Increasing,Moderate,97562.93,PhD,2,7935,3177,84.41,14.37,India,66.04
"Engineer, chemical",Entertainment,Decreasing,Low,104419.51,Bachelor’s Degree,2,5675,4391,53.12,17.31,China,79.44
Education administrator,Manufacturing,Increasing,Low,40478.29,PhD,18,7043,8517,92.12,10.83,China,55.31
Food technologist,Transportation,Decreasing,Low,73025.52,High School,18,4994,6039,90.39,47.46,UK,25.95
Production manager,Healthcare,Decreasing,High,130125.98,High School,12,3239,9952,51.13,30.84,China,70.7
"Education officer, community",Healthcare,Increasing,Moderate,56514.54,Associate Degree,12,440,883,64.98,63.83,Germany,49.63
"Therapist, music",IT,Decreasing,Moderate,44597.54,PhD,13,9097,9013,24.95,52.13,Brazil,44.74
Aid worker,Education,Decreasing,High,140549.55,Associate Degree,0,1918,7652,88.32,34.25,UK,64.53
Exercise physiologist,Finance,Increasing,Low,36146.81,Associate Degree,11,4482,8722,72.62,20.77,Canada,39.03
Seismic interpreter,Education,Decreasing,Low,58979.6,PhD,15,8870,7901,8.53,91.89,USA,33.17
Dentist,Manufacturing,Decreasing,High,81515.27,Bachelor’s Degree,20,5889,329,90.74,29.69,China,36.31
Biomedical engineer,Healthcare,Increasing,High,31635.13,Associate Degree,18,8928,5744,98.23,6.22,Brazil,37.56
"Production assistant, television",Education,Decreasing,Low,50280.33,Master’s Degree,1,3817,220,51.61,88.47,UK,65.02
"Designer, furniture",IT,Decreasing,Moderate,117718.41,Bachelor’s Degree,20,1325,689,80.44,35.51,India,51.85
Land/geomatics surveyor,Manufacturing,Increasing,Low,139305.88,Bachelor’s Degree,8,190,5289,67.42,82.93,India,52.5
Ceramics designer,Retail,Increasing,High,103966.41,Associate Degree,18,1371,9647,48.91,42.04,China,69.36
"Civil engineer, consulting",Finance,Increasing,Low,36300.33,Master’s Degree,1,4217,3004,65.16,74.63,China,50.21
"Merchandiser, retail",Transportation,Decreasing,High,64009.92,Bachelor’s Degree,11,4256,3743,54.02,22.89,India,50.42
"Surveyor, mining",Finance,Increasing,Moderate,58470.87,PhD,2,4659,9632,31.84,36.56,Brazil,26.36
Counsellor,Healthcare,Decreasing,Low,116182.85,Bachelor’s Degree,9,4499,5606,21.86,74.15,Canada,62.2
Call centre manager,Retail,Increasing,Moderate,54326.89,Associate Degree,1,7935,4193,17.92,49.22,Canada,38.23
Interior and spatial designer,Transportation,Increasing,Moderate,89843.76,PhD,12,5717,5743,8.04,64.29,China,65.67
Land,Manufacturing,Increasing,Low,114765.03,PhD,12,769,2398,24.45,80.17,Brazil,50.38
General practice doctor,IT,Decreasing,Low,99479.53,Associate Degree,18,5114,154,82.05,28.56,UK,70.7
Hospital doctor,Retail,Decreasing,High,70336.14,Associate Degree,1,682,4198,88.23,13.21,Canada,56.75
Holiday representative,Transportation,Decreasing,Low,48112.77,Associate Degree,11,2022,3958,64.41,84.59,Germany,76.35
"Lighting technician, broadcasting/film/video",Manufacturing,Decreasing,Low,71013.65,High School,0,2228,500,77.7,93.03,Australia,63.36
Data scientist,Manufacturing,Decreasing,Moderate,139029.44,High School,12,4614,4356,77.09,13.63,UK,70.2
"Scientist, water quality",Transportation,Increasing,High,138079.1,Master’s Degree,20,4037,5177,2.54,97.93,Canada,22.22
Economist,Finance,Increasing,Low,78572.98,Associate Degree,15,8323,6769,44.49,86.48,Germany,78.04
Proofreader,Entertainment,Decreasing,Low,69011.07,PhD,20,6146,1221,55.21,58.86,Canada,76.99
"Scientist, physiological",IT,Increasing,Moderate,92914.51,Associate Degree,14,4848,7105,78.88,12.33,Brazil,65.13
"Investment banker, operational",IT,Decreasing,Low,62599.9,PhD,16,5581,1785,95.21,35.4,Canada,37.12
"Accountant, chartered",Manufacturing,Increasing,High,46767.61,High School,10,5413,266,66.31,72.76,Brazil,40.55
Marine scientist,IT,Increasing,Low,81542.54,PhD,17,1272,8793,43.64,74.38,China,45.25
Operations geologist,Healthcare,Increasing,Low,97459.61,High School,13,1629,9227,10.56,21.31,Australia,35.66
Environmental health practitioner,Healthcare,Increasing,Low,139485.42,High School,6,6512,6757,21.05,45.47,UK,43.44
"Sound technician, broadcasting/film/video",Entertainment,Decreasing,Moderate,112405.31,PhD,2,972,7496,97.21,49.92,India,58.21
Diplomatic Services operational officer,Finance,Decreasing,High,94350.12,Master’s Degree,12,5498,7845,0.92,39.57,Australia,26.95
Paramedic,Entertainment,Increasing,High,88450.62,PhD,1,4409,1411,9.75,46.31,Germany,27.17
"Production assistant, radio",Transportation,Increasing,Low,37810.42,PhD,17,4450,4446,97.83,40.92,Canada,68.55
"Engineer, land",Entertainment,Decreasing,Low,142298.28,Master’s Degree,10,5436,2102,13.26,91.16,India,30.12
"Engineer, technical sales",Education,Increasing,Moderate,46197.72,Bachelor’s Degree,3,1801,5958,20.77,67.24,UK,45.82
Financial controller,Education,Increasing,High,56781.22,PhD,9,6373,9546,46.39,82.59,Brazil,76.77
Data processing manager,Retail,Increasing,Moderate,32725.13,PhD,18,2594,9299,15.2,47.44,UK,47.19
"Lecturer, further education",Entertainment,Increasing,Moderate,118590.15,Associate Degree,15,3962,4435,93.01,88.55,Australia,60.78
Archaeologist,Transportation,Decreasing,High,80345.17,High School,1,7658,7757,83.81,32.57,Germany,65.2
Clinical molecular geneticist,Transportation,Decreasing,High,46813.02,Master’s Degree,20,3567,3448,63.18,6.47,China,20.32
Commissioning editor,Entertainment,Increasing,High,83893.09,High School,14,3455,5034,83.78,43.09,Australia,71.32
"Engineer, mining",Manufacturing,Decreasing,Moderate,120605.23,Bachelor’s Degree,11,438,6270,96.59,38.46,Brazil,28.79
Administrator,Education,Increasing,High,127292.63,Bachelor’s Degree,2,8914,4609,94.52,32.8,Germany,23.51
Charity officer,Manufacturing,Increasing,Moderate,107911.32,Associate Degree,9,3614,1533,33.54,42.19,China,62.48
Commercial art gallery manager,IT,Increasing,Moderate,74765.32,High School,0,799,9925,6.89,45.25,Brazil,67.89
Secondary school teacher,Manufacturing,Decreasing,Moderate,97234.63,Associate Degree,4,2299,8097,36.98,90.97,Canada,57.45
Seismic interpreter,Healthcare,Increasing,High,114861.78,Bachelor’s Degree,20,4884,6787,26.99,94.55,USA,33.18
"Pharmacist, hospital",Healthcare,Decreasing,High,81263.71,Associate Degree,20,5328,9517,18.55,50.09,Germany,55.21
"Therapist, music",IT,Increasing,Low,112530.92,Associate Degree,18,2327,9591,75.28,29.83,Australia,30.39
Dentist,Retail,Increasing,Moderate,145375.46,Master’s Degree,13,6498,2998,85.63,1.95,India,66.88
Chief of Staff,IT,Increasing,High,134183.4,Associate Degree,15,6065,8786,77.76,77.38,Brazil,70.29
"Scientist, forensic",Entertainment,Increasing,Low,142947.61,Bachelor’s Degree,6,8080,7562,56.86,82.46,Canada,49.21
"Investment banker, operational",Finance,Decreasing,Low,38297.11,Associate Degree,11,9396,8210,20.93,32.74,China,73.42
Medical secretary,Finance,Increasing,High,49993.35,PhD,15,7455,971,20.37,25.23,Australia,20.86
Chief Technology Officer,Transportation,Increasing,Moderate,75877.13,High School,10,6486,6679,74.29,4.44,Germany,25.7
Investment analyst,IT,Increasing,Moderate,84724.36,Master’s Degree,19,8677,9819,18.3,99.55,USA,54.78
Purchasing manager,IT,Decreasing,High,69281.61,PhD,18,9507,3668,56.41,12.84,Australia,30.95
Engineering geologist,Entertainment,Increasing,High,71792.43,Bachelor’s Degree,16,7979,994,78.41,6.07,China,51.92
Clinical research associate,Entertainment,Increasing,Moderate,130734.67,Associate Degree,20,1914,9945,56.68,82.32,Canada,66.12
"Programmer, systems",Education,Decreasing,Moderate,142955.76,High School,20,9025,755,7.39,29.54,China,56.56
Trade union research officer,Healthcare,Decreasing,Moderate,110015.53,Bachelor’s Degree,6,3985,3250,13.48,37.64,Brazil,39.37
Biomedical engineer,IT,Increasing,Moderate,63745.48,PhD,10,5256,3765,38.35,95.89,China,23.38
Public relations account executive,IT,Increasing,Low,140285.23,High School,10,8576,6566,51.49,78.81,USA,65.27
"Development worker, community",IT,Increasing,High,149977.98,High School,10,218,4191,72.1,12.98,India,29.56
Materials engineer,Retail,Decreasing,Low,95551.27,Bachelor’s Degree,17,3752,7180,24.07,57.12,Germany,33.06
"Therapist, art",Transportation,Decreasing,Moderate,145141.41,Associate Degree,17,8188,5489,79.43,68.41,USA,76.0
Theatre manager,Transportation,Increasing,Low,32902.27,Master’s Degree,13,3366,7644,74.5,81.41,UK,65.37
"Administrator, sports",Transportation,Increasing,Moderate,84662.13,Bachelor’s Degree,2,6003,7511,68.34,40.12,USA,22.02
Materials engineer,Transportation,Increasing,Moderate,144083.94,Associate Degree,17,2106,5212,33.74,45.4,Australia,58.63
"Solicitor, Scotland",Entertainment,Increasing,High,83687.15,PhD,16,8144,5227,92.16,92.91,Canada,47.34
Data processing manager,Healthcare,Increasing,High,42872.07,High School,0,9185,3587,70.74,4.05,UK,60.96
Clothing/textile technologist,Entertainment,Increasing,Moderate,146438.56,PhD,3,3518,5134,88.19,94.78,Germany,59.98
Armed forces logistics/support/administrative officer,Finance,Increasing,Low,59324.21,Associate Degree,14,2053,546,49.27,61.26,India,22.01
Actor,Education,Decreasing,Low,89275.44,PhD,7,6761,381,35.23,10.33,Australia,25.41
Trade union research officer,Entertainment,Decreasing,Moderate,52660.09,Associate Degree,9,8449,9993,32.78,22.48,Canada,36.76
"Psychologist, educational",Manufacturing,Decreasing,Moderate,124644.89,Master’s Degree,13,9482,4443,52.21,44.47,Germany,43.77
"Pilot, airline",Manufacturing,Increasing,Low,119661.38,PhD,10,5614,869,27.86,14.54,China,46.74
Chief Strategy Officer,Finance,Decreasing,Moderate,111702.61,Bachelor’s Degree,0,8194,1728,0.82,7.83,China,22.45
"Scientist, marine",Finance,Increasing,High,95328.45,PhD,2,2374,8253,17.04,55.7,Canada,61.64
Government social research officer,IT,Increasing,Moderate,119891.36,High School,5,6013,2834,18.98,10.82,Brazil,56.54
Quality manager,Retail,Increasing,High,101539.01,Bachelor’s Degree,20,4855,947,14.85,87.9,China,55.14
Graphic designer,Entertainment,Decreasing,Low,35521.13,PhD,16,4619,8869,31.58,33.2,Canada,47.23
Paediatric nurse,Transportation,Decreasing,High,147526.41,Master’s Degree,9,3333,3177,63.81,11.81,India,73.71
Town planner,Education,Increasing,High,56927.9,Master’s Degree,8,9122,8043,69.07,1.0,Brazil,62.84
"Pilot, airline",Education,Decreasing,Moderate,106724.48,Bachelor’s Degree,16,6764,2836,43.59,5.11,Brazil,53.49
Pharmacologist,Entertainment,Increasing,High,51524.98,Associate Degree,2,2349,5338,2.51,45.25,Australia,45.36
Barrister,Transportation,Decreasing,Low,111417.31,Bachelor’s Degree,9,593,9299,31.48,73.54,UK,75.62
Air cabin crew,Entertainment,Decreasing,High,107347.74,Master’s Degree,1,4482,7419,45.31,33.1,India,23.47
Paediatric nurse,Retail,Decreasing,Moderate,102456.41,High School,1,5463,1683,44.21,19.28,Brazil,61.7
"Scientist, product/process development",Healthcare,Increasing,Moderate,149532.57,Bachelor’s Degree,17,1275,7951,23.91,87.53,China,59.23
"Engineer, production",Entertainment,Increasing,Moderate,139275.77,PhD,10,4843,7740,56.1,88.37,UK,65.37
Ambulance person,Healthcare,Increasing,High,38736.14,PhD,15,1934,3260,46.44,49.05,USA,25.65
Licensed conveyancer,Healthcare,Increasing,Moderate,45171.81,Bachelor’s Degree,5,1108,5828,3.5,71.88,UK,75.19
Physiotherapist,Finance,Increasing,Low,143353.76,PhD,6,4618,501,15.39,60.89,USA,58.92
Leisure centre manager,Healthcare,Increasing,Low,57137.95,PhD,7,441,8352,93.74,27.82,Canada,43.87
"Radiographer, therapeutic",Transportation,Decreasing,Moderate,108587.01,PhD,20,6821,6182,61.18,74.54,China,58.13
Animal technologist,Entertainment,Increasing,High,131643.55,High School,9,9958,2496,8.26,44.51,Canada,65.71
Haematologist,Education,Increasing,Moderate,32787.31,Bachelor’s Degree,7,7080,3353,0.58,14.72,Brazil,73.34
"Radiographer, diagnostic",Entertainment,Increasing,High,78571.17,Master’s Degree,6,9808,966,54.99,41.88,Brazil,35.06
Plant breeder/geneticist,Healthcare,Increasing,Low,87132.52,Master’s Degree,18,6327,2190,18.42,41.57,USA,72.8
Social worker,Finance,Increasing,High,131029.82,High School,19,6608,401,52.36,72.58,USA,47.48
"Surveyor, mining",Transportation,Increasing,Low,62082.72,PhD,17,4224,4741,37.58,6.82,USA,32.95
Science writer,Transportation,Decreasing,Moderate,118625.26,High School,13,5482,4843,97.61,48.31,Canada,76.81
Mudlogger,Manufacturing,Increasing,Low,142420.59,High School,7,8276,142,57.67,67.23,Canada,55.98
Rural practice surveyor,Entertainment,Increasing,Moderate,89883.02,Bachelor’s Degree,11,325,4671,40.92,21.21,Australia,64.01
Aid worker,Transportation,Decreasing,Moderate,107105.76,Associate Degree,8,244,8046,11.21,82.1,China,39.17
Local government officer,Education,Increasing,Low,142939.36,PhD,6,2881,1354,14.52,74.09,UK,32.53
Speech and language therapist,IT,Increasing,High,109220.59,PhD,11,478,2056,16.78,35.56,Germany,42.38
Community education officer,Manufacturing,Decreasing,Moderate,39091.45,Bachelor’s Degree,14,9458,841,15.3,18.9,India,66.12
Information officer,Retail,Increasing,Moderate,74540.96,PhD,6,5734,5539,63.93,9.46,China,31.41
Audiological scientist,Transportation,Increasing,High,110666.33,PhD,1,2427,4044,0.09,81.16,USA,23.52
Historic buildings inspector/conservation officer,Healthcare,Increasing,High,117019.99,Bachelor’s Degree,9,8846,8248,69.71,81.88,UK,47.6
"Administrator, local government",Manufacturing,Increasing,High,43335.22,Master’s Degree,16,7494,121,11.59,47.02,UK,38.32
Sports coach,Healthcare,Increasing,High,119434.71,PhD,9,6268,3305,17.8,4.11,China,71.75
Aeronautical engineer,Healthcare,Increasing,Moderate,107609.01,Master’s Degree,10,7869,9031,90.39,17.12,Brazil,68.39
Community arts worker,IT,Decreasing,High,48430.76,High School,16,5402,6694,73.99,56.1,Germany,37.79
Set designer,IT,Increasing,Low,85308.8,High School,15,2372,5775,60.34,25.17,Germany,57.1
Chemical engineer,Entertainment,Increasing,Moderate,123246.06,PhD,12,3243,2458,84.95,50.94,Australia,75.86
Pension scheme manager,Transportation,Decreasing,Moderate,143523.13,Master’s Degree,19,5159,8137,60.8,31.59,USA,44.48
Music tutor,Retail,Decreasing,Low,62176.9,Associate Degree,12,9368,475,89.38,51.33,Canada,49.03
Oncologist,Retail,Decreasing,Low,145445.42,Master’s Degree,12,323,4115,66.06,93.01,Canada,65.48
Equities trader,Education,Decreasing,Moderate,102883.96,Bachelor’s Degree,8,8375,1573,34.47,63.92,India,52.67
Planning and development surveyor,Entertainment,Decreasing,Moderate,56224.4,Associate Degree,19,1807,9350,91.72,99.96,Canada,36.89
Professor Emeritus,Transportation,Increasing,Moderate,78939.13,Associate Degree,16,5784,5528,97.45,51.5,Germany,80.0
Art gallery manager,Finance,Increasing,Moderate,133795.14,Master’s Degree,12,1032,9991,85.72,66.75,Australia,30.35
Petroleum engineer,Retail,Decreasing,Moderate,81600.2,Bachelor’s Degree,7,3122,7851,61.05,21.24,USA,57.35
Translator,IT,Decreasing,High,110682.89,Bachelor’s Degree,6,6511,8333,10.45,66.96,Brazil,76.65
"Engineer, maintenance (IT)",Manufacturing,Decreasing,Moderate,56353.46,High School,15,9749,323,69.11,90.2,Germany,76.25
Pharmacologist,Education,Increasing,Moderate,105107.87,Bachelor’s Degree,6,177,8056,44.92,72.7,Brazil,38.83
Furniture designer,Entertainment,Decreasing,High,69780.18,PhD,19,7086,8084,94.94,15.19,Australia,22.14
Civil Service administrator,Retail,Decreasing,Low,132408.31,Bachelor’s Degree,15,3089,7917,14.42,90.6,Canada,77.67
"Designer, television/film set",Entertainment,Increasing,Moderate,100967.36,Associate Degree,0,8915,1765,11.1,38.21,India,71.12
Trading standards officer,Transportation,Decreasing,Moderate,65734.33,Bachelor’s Degree,3,4478,4924,95.96,71.45,USA,37.33
"Conservator, museum/gallery",Retail,Decreasing,High,30999.66,Master’s Degree,14,6906,9182,50.86,51.57,UK,35.1
"Doctor, general practice",Healthcare,Increasing,High,94223.24,Associate Degree,4,748,6414,2.33,52.91,India,44.77
Geophysical data processor,Education,Increasing,High,113785.89,Associate Degree,15,5316,1372,90.11,55.94,USA,37.17
Magazine features editor,Finance,Increasing,High,111054.15,Bachelor’s Degree,14,6813,740,6.41,43.43,Canada,71.17
Clinical cytogeneticist,IT,Increasing,Low,136649.08,High School,12,4120,8575,39.91,15.27,India,41.82
Data processing manager,Healthcare,Decreasing,High,84122.21,Master’s Degree,4,7905,6381,7.86,10.35,USA,21.47
"Scientist, research (maths)",Entertainment,Decreasing,Low,82981.92,PhD,6,8393,3726,73.16,60.78,India,29.19
Tourist information centre manager,Entertainment,Increasing,Moderate,55412.96,Associate Degree,17,5143,533,56.55,75.78,Canada,43.52
"Teacher, primary school",Retail,Increasing,Low,121400.88,Associate Degree,4,8454,1869,86.97,81.01,USA,41.95
Hydrologist,Retail,Decreasing,Low,44658.54,Master’s Degree,16,7025,5031,55.75,52.95,Brazil,39.15
Broadcast journalist,Entertainment,Decreasing,Moderate,142555.77,High School,15,8169,2454,25.3,58.21,Brazil,61.0
Television camera operator,Manufacturing,Decreasing,Low,81817.34,High School,14,8813,9347,39.2,91.89,India,61.46
TEFL teacher,Finance,Decreasing,Low,102483.65,Bachelor’s Degree,11,9193,8350,85.14,94.15,China,72.24
Medical technical officer,IT,Increasing,High,141033.05,Associate Degree,9,8503,721,10.24,87.44,Germany,40.43
Electronics engineer,Manufacturing,Decreasing,High,107858.94,Master’s Degree,14,8068,1380,63.87,93.83,Canada,37.32
Ergonomist,Education,Decreasing,Moderate,84631.99,PhD,1,5298,6766,31.14,38.21,Germany,31.8
Cytogeneticist,Finance,Decreasing,Moderate,91493.46,High School,3,3557,3152,92.77,33.71,Australia,52.83
Occupational hygienist,Entertainment,Decreasing,Moderate,132173.62,Associate Degree,5,1156,2907,48.13,21.92,UK,47.2
Psychiatric nurse,Manufacturing,Decreasing,High,137813.03,Bachelor’s Degree,20,1797,8325,30.72,81.05,UK,44.96
Financial planner,Finance,Decreasing,Moderate,30976.68,High School,3,6516,7248,4.18,98.37,India,29.77
Translator,Transportation,Increasing,Low,77436.98,Master’s Degree,20,4349,1740,20.35,64.54,Germany,62.09
"Lighting technician, broadcasting/film/video",Education,Increasing,High,146255.99,PhD,12,6969,9969,81.98,52.12,UK,59.96
Quality manager,Retail,Decreasing,Moderate,137109.71,Bachelor’s Degree,1,128,3653,16.52,74.02,Canada,50.06
Science writer,Transportation,Increasing,High,148477.1,PhD,12,8176,5506,9.7,88.48,Canada,25.43
Geographical information systems officer,IT,Decreasing,High,67422.12,Associate Degree,12,1087,3936,53.46,71.13,Canada,66.67
Optometrist,Transportation,Increasing,High,135758.61,Associate Degree,2,5988,7385,11.84,25.02,USA,77.74
"Nurse, mental health",Manufacturing,Decreasing,Low,74218.86,Bachelor’s Degree,14,8364,4021,14.69,18.47,Brazil,30.77
Homeopath,Healthcare,Increasing,Moderate,127610.15,Bachelor’s Degree,17,2040,6949,49.89,5.65,China,31.58
"Surveyor, building",Manufacturing,Increasing,High,67701.47,Bachelor’s Degree,18,3745,4090,99.29,77.09,USA,39.13
Lawyer,Transportation,Increasing,High,66765.37,Bachelor’s Degree,9,8432,5222,47.23,13.06,China,70.93
Warehouse manager,Retail,Decreasing,High,62601.05,Associate Degree,19,9317,8789,41.99,73.44,China,74.67
Medical sales representative,Retail,Increasing,Low,118022.09,PhD,14,4123,7103,10.26,24.77,India,64.39
Charity officer,IT,Decreasing,High,68463.99,Associate Degree,18,5657,7222,51.76,95.6,Canada,66.65
"Doctor, general practice",Finance,Decreasing,High,33522.27,Associate Degree,5,4463,7112,17.51,25.91,China,34.85
"Surveyor, building control",Manufacturing,Increasing,Low,136010.14,Bachelor’s Degree,7,2653,6268,40.87,22.81,India,75.1
Phytotherapist,IT,Decreasing,Moderate,125311.37,Associate Degree,14,8069,7048,75.27,14.87,China,73.14
Firefighter,Healthcare,Increasing,Moderate,91302.57,High School,18,3973,9238,59.58,41.97,China,28.32
"Therapist, drama",Finance,Decreasing,High,109725.0,Bachelor’s Degree,10,1389,1815,5.19,71.66,China,31.49
Broadcast presenter,Manufacturing,Decreasing,High,64708.37,Master’s Degree,17,8108,8518,62.04,70.42,UK,79.51
"Education officer, community",Manufacturing,Decreasing,High,106719.91,High School,5,1982,7894,10.42,36.75,Brazil,75.86
Barista,Healthcare,Increasing,Low,71172.7,PhD,1,9795,9318,56.3,96.68,Canada,79.37
"Scientist, forensic",Transportation,Increasing,Low,81553.9,PhD,2,2414,9427,51.47,61.27,Brazil,20.44
"Psychologist, occupational",Manufacturing,Increasing,Low,116047.86,Associate Degree,16,4763,629,49.07,32.76,Australia,23.91
"Psychologist, educational",Manufacturing,Increasing,Moderate,63883.4,Associate Degree,16,6424,8487,50.43,72.1,USA,22.31
Television production assistant,Education,Increasing,Low,67544.3,PhD,17,9728,661,26.91,83.03,China,36.77
Manufacturing systems engineer,Education,Decreasing,High,40394.6,PhD,7,1836,9619,16.26,2.93,India,73.55
Armed forces logistics/support/administrative officer,Transportation,Increasing,Low,134445.1,Master’s Degree,7,7076,9446,59.19,72.29,USA,25.02
Music therapist,Transportation,Increasing,Low,106591.16,PhD,7,9402,6490,51.57,52.71,India,79.14
Insurance account manager,Transportation,Decreasing,Low,135960.1,Bachelor’s Degree,4,2536,4435,89.64,17.71,India,68.56
Clinical psychologist,Healthcare,Decreasing,High,54650.69,PhD,7,4102,5965,6.17,39.2,India,52.57
Lobbyist,Finance,Decreasing,Low,98346.35,Bachelor’s Degree,20,9632,2174,36.31,23.48,Germany,71.27
Cartographer,Healthcare,Decreasing,High,112064.08,Master’s Degree,17,3736,9226,99.91,5.16,Germany,24.45
Publishing copy,Entertainment,Decreasing,Low,51759.94,Master’s Degree,20,5733,7258,64.4,95.91,China,45.59
Politician's assistant,Manufacturing,Decreasing,Moderate,131385.74,Bachelor’s Degree,6,8395,778,10.67,5.06,Canada,33.2
Geophysicist/field seismologist,IT,Decreasing,High,133167.77,High School,2,3189,2601,80.15,8.47,Germany,38.35
Mudlogger,Healthcare,Decreasing,High,31381.44,Bachelor’s Degree,6,5785,4482,45.15,41.18,China,43.82
Sport and exercise psychologist,IT,Increasing,Moderate,149624.89,Bachelor’s Degree,4,9171,7025,39.47,39.13,Germany,45.74
Advertising account planner,IT,Decreasing,High,51019.29,PhD,1,9728,8746,27.68,36.43,Canada,63.4
"Programme researcher, broadcasting/film/video",Education,Decreasing,Moderate,75127.71,Bachelor’s Degree,11,4416,8227,98.24,64.45,USA,42.91
"Civil engineer, contracting",IT,Increasing,Low,103661.51,Associate Degree,12,7371,8555,16.66,44.88,Brazil,54.18
Stage manager,Manufacturing,Decreasing,Moderate,118533.7,PhD,19,5815,1459,14.32,79.32,Germany,49.74
Medical physicist,IT,Decreasing,Moderate,128136.72,High School,2,5692,7534,0.34,36.42,India,25.22
Field seismologist,Retail,Increasing,High,35116.77,PhD,19,7477,7424,15.97,45.14,USA,66.48
Media planner,Education,Increasing,Moderate,108376.62,Master’s Degree,16,2962,8405,32.51,26.9,Australia,74.96
Pensions consultant,Manufacturing,Increasing,High,126027.21,Associate Degree,13,2942,2734,68.77,69.3,USA,28.51
Waste management officer,Transportation,Increasing,Moderate,42775.5,High School,16,10000,3703,16.39,88.7,Germany,32.94
Technical author,Retail,Increasing,Low,62246.41,Bachelor’s Degree,1,5751,4175,38.8,21.98,Australia,55.72
"Accountant, chartered public finance",Retail,Increasing,Moderate,127397.89,PhD,13,5166,3351,80.73,31.1,UK,54.77
Exercise physiologist,Retail,Increasing,Low,122816.47,High School,5,8850,5650,22.15,48.77,Australia,72.35
Conference centre manager,Finance,Decreasing,High,137647.87,Master’s Degree,0,8419,1534,34.92,93.74,UK,71.21
Chartered legal executive (England and Wales),Retail,Decreasing,Low,129332.2,Master’s Degree,16,1802,466,70.22,67.35,Australia,52.27
Health and safety adviser,Education,Decreasing,High,100330.42,High School,15,5381,8890,63.65,54.25,UK,75.92
Brewing technologist,Retail,Decreasing,Moderate,36737.48,High School,7,7410,6371,22.16,74.97,India,77.52
Environmental education officer,IT,Decreasing,Moderate,57962.41,Associate Degree,2,839,4757,8.83,36.62,UK,23.72
"Engineer, maintenance",Manufacturing,Increasing,Moderate,77427.7,Associate Degree,6,5017,200,12.06,3.73,Canada,56.88
"Sales professional, IT",Manufacturing,Increasing,Moderate,94513.03,PhD,11,1133,5656,24.5,16.62,UK,53.6
Musician,Healthcare,Decreasing,High,132288.36,PhD,2,7707,3524,85.46,47.05,Germany,61.18
"Buyer, industrial",Retail,Increasing,High,77990.38,PhD,13,6522,5532,47.86,50.53,Australia,21.75
Counselling psychologist,Entertainment,Decreasing,Low,69961.22,Associate Degree,4,4347,935,82.1,77.29,India,51.88
Patent examiner,Transportation,Decreasing,Low,89642.59,Associate Degree,8,1797,7692,54.08,39.41,Australia,38.58
Dietitian,Retail,Decreasing,Low,62944.33,Bachelor’s Degree,6,9958,1768,67.63,16.18,Brazil,66.02
Magazine features editor,Manufacturing,Decreasing,Low,107332.93,PhD,5,6565,4652,49.69,52.43,China,20.29
Mechanical engineer,IT,Decreasing,High,83263.34,High School,9,941,3582,47.77,36.98,Brazil,70.94
Publishing rights manager,Transportation,Increasing,Low,41087.43,Associate Degree,3,1623,842,51.63,28.21,China,45.21
Passenger transport manager,Manufacturing,Increasing,Moderate,82258.99,High School,16,1746,8014,46.78,69.13,Canada,67.24
Broadcast presenter,Retail,Increasing,Moderate,98682.49,High School,0,329,7238,0.08,95.37,Germany,26.84
Sports coach,Transportation,Decreasing,Moderate,63740.16,High School,11,9052,4480,64.79,19.43,Australia,75.61
Building services engineer,Education,Decreasing,Low,112198.52,PhD,11,1544,6670,80.38,82.06,USA,68.76
Audiological scientist,Transportation,Increasing,Low,142008.39,Master’s Degree,15,5334,8058,27.3,69.4,USA,27.18
"Scientist, water quality",Retail,Decreasing,High,109019.16,Bachelor’s Degree,17,5020,219,91.96,65.3,Canada,47.45
"Sales professional, IT",IT,Decreasing,High,78650.26,Associate Degree,3,8093,8055,16.41,80.99,India,54.72
Cytogeneticist,Entertainment,Increasing,High,131669.11,Master’s Degree,8,9186,8713,46.04,20.48,China,58.34
Town planner,Transportation,Increasing,Moderate,79147.53,PhD,18,3254,303,23.52,72.59,Germany,52.71
Therapeutic radiographer,Retail,Increasing,Moderate,73978.05,Associate Degree,18,1495,5464,71.73,53.48,Australia,29.37
Health and safety inspector,Entertainment,Decreasing,Low,122380.46,PhD,16,3999,9196,45.35,57.25,Australia,21.9
Immigration officer,Healthcare,Increasing,Moderate,145409.24,Master’s Degree,16,8291,6865,52.65,96.33,Brazil,21.48
"Social research officer, government",Retail,Decreasing,Low,44873.05,Associate Degree,18,9992,3554,31.94,21.98,Germany,37.96
Local government officer,Finance,Decreasing,Moderate,89942.45,Associate Degree,3,1037,271,10.46,58.63,Canada,72.52
Acupuncturist,Transportation,Increasing,High,127820.64,Master’s Degree,20,7349,5839,67.58,1.85,China,56.08
Dramatherapist,Manufacturing,Increasing,Moderate,59619.08,Master’s Degree,19,8249,3633,58.46,74.37,Brazil,60.01
Probation officer,Manufacturing,Decreasing,Moderate,117740.13,Master’s Degree,1,6789,7556,9.25,75.34,India,26.69
"Accountant, chartered public finance",Manufacturing,Decreasing,Moderate,119530.29,Master’s Degree,14,2020,9037,30.64,93.42,Canada,64.37
Environmental education officer,Entertainment,Increasing,Moderate,86561.01,Master’s Degree,1,4234,5980,86.02,46.28,USA,41.61
Minerals surveyor,Manufacturing,Decreasing,High,53187.49,PhD,20,5621,5784,31.22,10.7,Australia,48.11
Radiation protection practitioner,Transportation,Increasing,High,75960.91,High School,11,7988,1917,24.62,26.93,Australia,51.14
Medical laboratory scientific officer,Manufacturing,Decreasing,Moderate,71848.98,High School,16,4736,2290,23.51,76.43,Canada,68.46
Geophysical data processor,Finance,Increasing,Low,98087.53,Bachelor’s Degree,2,115,8987,58.74,28.4,USA,63.3
"Therapist, sports",Retail,Decreasing,Low,138765.37,Master’s Degree,19,7824,5778,26.98,98.57,UK,60.72
Occupational psychologist,Finance,Decreasing,Low,78834.34,PhD,9,4729,3893,74.36,47.89,India,31.9
Public relations officer,Transportation,Decreasing,High,139347.28,High School,18,2099,5440,11.81,25.99,China,32.06
Adult nurse,Education,Increasing,Low,61561.87,Associate Degree,4,5175,1685,52.26,24.3,Brazil,44.17
"Engineer, materials",Entertainment,Decreasing,Low,32464.33,Bachelor’s Degree,15,6458,7643,41.52,9.98,Australia,66.88
Call centre manager,Transportation,Decreasing,Moderate,53334.98,Associate Degree,13,9974,7367,28.37,22.68,USA,21.45
Heritage manager,Entertainment,Decreasing,High,88475.01,High School,12,2506,752,56.14,18.11,USA,58.88
Textile designer,Finance,Increasing,High,77389.24,Master’s Degree,10,5475,2331,0.06,43.03,UK,57.93
Public relations account executive,Education,Increasing,High,120262.69,Master’s Degree,5,685,3305,34.44,25.47,Brazil,67.25
Accommodation manager,Manufacturing,Decreasing,Low,123547.99,Master’s Degree,6,5612,9049,89.53,9.6,USA,46.03
"Civil engineer, contracting",Entertainment,Decreasing,Moderate,144605.77,High School,7,6643,910,84.72,40.01,UK,36.72
Information systems manager,Education,Increasing,Moderate,138004.22,High School,4,1871,9852,18.33,32.42,Australia,46.8
Electrical engineer,Manufacturing,Decreasing,Low,37446.03,Associate Degree,3,6829,6885,0.35,73.24,Brazil,21.49
Acupuncturist,Manufacturing,Decreasing,Moderate,40705.4,Associate Degree,16,2789,2231,69.28,82.68,Brazil,47.5
Software engineer,Education,Decreasing,Low,103739.72,Master’s Degree,3,3249,3057,92.02,43.42,Germany,32.65
Records manager,Retail,Increasing,High,77526.58,High School,13,986,7989,41.51,73.47,Australia,63.72
Licensed conveyancer,Retail,Increasing,High,130767.45,High School,10,7119,1897,7.23,37.64,Australia,57.24
Commercial horticulturist,Retail,Increasing,High,42577.64,Bachelor’s Degree,4,2109,737,51.19,94.59,India,61.15
Barrister,IT,Increasing,Low,81372.48,High School,0,9277,3973,43.95,76.42,Brazil,47.64
Emergency planning/management officer,Education,Increasing,High,146537.03,PhD,10,222,8597,52.76,2.23,India,51.62
Photographer,Healthcare,Increasing,Moderate,148051.25,Associate Degree,20,5512,4871,99.32,17.35,Australia,29.82
Best boy,IT,Increasing,Low,83202.86,PhD,14,9049,5836,35.69,97.82,Canada,72.04
"Engineer, electronics",Healthcare,Decreasing,Moderate,55127.69,High School,1,1190,1881,52.83,85.0,USA,64.52
"Education officer, environmental",Entertainment,Increasing,Moderate,89608.99,Master’s Degree,17,2568,8676,19.65,92.39,Australia,64.39
Information systems manager,Entertainment,Decreasing,High,87651.07,High School,0,7385,4238,73.93,86.08,USA,44.89
Educational psychologist,Education,Decreasing,Low,39163.84,Bachelor’s Degree,14,1351,5874,52.9,17.83,UK,70.28
Network engineer,Manufacturing,Decreasing,Low,66184.89,Associate Degree,11,3574,867,43.18,49.34,China,65.29
"Scientist, research (life sciences)",Entertainment,Increasing,Low,40470.64,Associate Degree,9,4654,6203,74.64,50.54,Germany,70.99
Clinical cytogeneticist,Finance,Decreasing,High,143515.13,Associate Degree,20,7529,7541,66.21,75.46,Germany,69.73
Commissioning editor,Manufacturing,Increasing,High,148139.63,Associate Degree,14,1034,8772,14.57,15.88,Australia,77.72
Research scientist (physical sciences),Manufacturing,Decreasing,High,143551.46,High School,3,2036,8952,15.71,79.81,Canada,30.49
Chief Marketing Officer,Education,Increasing,High,57804.46,Bachelor’s Degree,7,2867,6113,87.0,34.58,UK,23.49
"Scientist, research (medical)",Transportation,Increasing,Moderate,67109.33,Associate Degree,16,3123,1150,25.95,19.56,Germany,21.88
"Engineer, aeronautical",Education,Decreasing,Moderate,120929.59,High School,4,1927,3877,77.91,50.56,USA,62.47
"Nurse, learning disability",Healthcare,Increasing,Low,63864.55,PhD,0,9128,3115,22.44,28.07,Canada,69.35
Translator,Education,Decreasing,Moderate,76316.89,High School,11,1011,4837,53.91,3.99,India,32.04
"Librarian, public",Finance,Increasing,Low,132885.64,PhD,12,267,2981,27.17,44.41,Brazil,30.8
Energy engineer,IT,Decreasing,Moderate,64217.56,PhD,1,1630,1193,18.79,67.49,Australia,50.19
Charity fundraiser,Healthcare,Decreasing,High,99768.12,High School,13,4958,6685,9.51,46.79,Brazil,34.74
Minerals surveyor,Manufacturing,Decreasing,Low,140275.4,High School,20,9054,2564,80.19,38.14,Brazil,34.55
"Engineer, communications",Healthcare,Decreasing,High,75751.54,Master’s Degree,17,4116,6677,94.63,53.11,Brazil,42.29
Estate manager/land agent,Entertainment,Increasing,Low,136319.55,PhD,7,1713,4574,92.62,53.6,Brazil,77.1
Product manager,Entertainment,Decreasing,Moderate,73345.18,Master’s Degree,9,3730,7711,20.4,12.22,China,25.68
Lawyer,Healthcare,Increasing,Low,116793.1,PhD,18,4448,7922,10.55,49.23,Germany,48.31
"Engineer, petroleum",Entertainment,Decreasing,Low,82226.91,Associate Degree,16,6126,2587,60.88,71.27,Brazil,49.27
Environmental health practitioner,Education,Decreasing,Low,132412.4,Associate Degree,16,537,8041,56.21,95.8,USA,55.49
"Surveyor, land/geomatics",Transportation,Increasing,Low,30397.75,Bachelor’s Degree,17,6417,5998,63.61,80.1,Brazil,29.32
Outdoor activities/education manager,Education,Decreasing,Moderate,89280.7,PhD,0,7201,1858,75.15,89.14,Brazil,25.12
Hospital doctor,Healthcare,Decreasing,Low,141944.99,Bachelor’s Degree,15,9440,9589,93.56,2.35,UK,71.79
Video editor,IT,Increasing,Moderate,76876.91,High School,1,4644,3849,94.3,11.97,Germany,28.8
Insurance claims handler,Transportation,Decreasing,High,44505.88,Associate Degree,1,6286,7680,3.56,17.19,UK,24.95
Television floor manager,Manufacturing,Decreasing,Moderate,92944.19,Master’s Degree,0,7004,1672,38.38,15.21,India,30.17
"Editor, commissioning",IT,Increasing,Low,97609.75,High School,16,422,9914,32.52,62.9,UK,46.4
Jewellery designer,IT,Decreasing,Moderate,47194.82,Master’s Degree,5,3364,7744,79.38,66.24,Australia,59.28
"Teacher, secondary school",Entertainment,Decreasing,Moderate,123957.74,Master’s Degree,15,3585,185,85.52,7.33,Brazil,30.13
Education administrator,Entertainment,Decreasing,Moderate,135291.86,PhD,4,6897,4960,67.41,34.8,USA,59.12
Higher education lecturer,Education,Decreasing,Moderate,133819.34,Bachelor’s Degree,7,4926,1134,56.55,15.8,UK,77.45
"Loss adjuster, chartered",Education,Increasing,Low,137968.89,PhD,16,7660,5296,97.06,76.28,Germany,76.11
"Librarian, public",IT,Decreasing,High,104707.39,Master’s Degree,16,3638,6238,15.48,88.73,Canada,69.17
Garment/textile technologist,Healthcare,Decreasing,Low,142492.26,High School,14,4609,2556,19.08,21.2,Canada,53.72
"Engineer, electrical",Entertainment,Decreasing,Low,47856.68,High School,5,6142,2321,91.91,16.52,Brazil,50.54
"Nurse, mental health",Retail,Decreasing,High,86039.43,Bachelor’s Degree,9,2579,410,7.9,58.66,Canada,42.51
Retail manager,Manufacturing,Decreasing,High,35754.67,Bachelor’s Degree,18,9696,2190,70.1,34.91,Brazil,65.8
"Therapist, occupational",Transportation,Increasing,High,36277.48,Bachelor’s Degree,7,6085,6603,94.51,19.59,Brazil,64.16
Metallurgist,Retail,Decreasing,Low,96992.78,Associate Degree,16,2496,4934,56.46,71.45,India,43.8
Environmental manager,Finance,Decreasing,Low,111713.92,Master’s Degree,13,1925,732,53.49,78.31,Brazil,46.77
Marketing executive,Transportation,Increasing,High,125208.22,Associate Degree,11,4201,5404,62.12,88.16,USA,59.05
Health service manager,Education,Increasing,High,139043.5,Bachelor’s Degree,11,7399,5775,90.9,54.58,Germany,24.06
Chief Marketing Officer,Entertainment,Increasing,Moderate,80740.25,Master’s Degree,8,6880,4084,29.98,63.31,UK,29.73
Restaurant manager,Retail,Decreasing,High,121737.38,Associate Degree,7,2720,7126,9.17,12.65,Brazil,68.26
Research scientist (physical sciences),IT,Decreasing,Moderate,66278.42,Master’s Degree,9,6634,2837,20.23,26.13,Canada,30.52
Surgeon,IT,Increasing,Low,133606.98,High School,5,2752,2798,5.61,99.15,Australia,36.73
"Surveyor, planning and development",Manufacturing,Increasing,High,56519.38,High School,1,5825,7627,60.17,27.21,Australia,52.6
"Engineer, manufacturing systems",Education,Increasing,Low,48675.79,PhD,15,8603,7623,68.41,93.51,USA,63.43
Psychiatric nurse,IT,Increasing,Moderate,120757.04,Master’s Degree,6,3691,925,66.87,99.36,India,32.32
Clinical molecular geneticist,Education,Increasing,Low,122879.18,Master’s Degree,0,6221,2968,81.64,72.66,Germany,42.24
Accounting technician,IT,Decreasing,Low,113230.39,Bachelor’s Degree,5,4917,6260,90.23,41.28,Germany,29.95
Metallurgist,Finance,Increasing,Moderate,134858.95,Bachelor’s Degree,2,2819,5403,37.91,15.08,China,72.71
"Designer, fashion/clothing",Transportation,Decreasing,Moderate,92307.94,Associate Degree,9,4301,2435,1.92,35.58,Brazil,63.45
Ceramics designer,Finance,Decreasing,Low,55470.34,Bachelor’s Degree,2,3898,1887,60.19,94.6,Australia,36.82
"Research officer, government",Education,Decreasing,Moderate,89364.33,Master’s Degree,20,2330,9192,42.47,75.1,India,63.2
Call centre manager,Retail,Decreasing,High,114468.55,Master’s Degree,7,4984,1659,58.56,52.16,India,43.62
Health physicist,Transportation,Increasing,Moderate,35383.37,High School,6,8344,1371,19.62,20.83,USA,47.32
Hydrologist,Entertainment,Decreasing,Moderate,138532.09,PhD,2,4910,2011,63.11,90.87,Germany,49.99
Water engineer,Manufacturing,Increasing,Moderate,60815.44,High School,15,8328,4275,13.23,98.17,Australia,69.49
Environmental education officer,Transportation,Decreasing,High,137261.04,Bachelor’s Degree,9,6881,4982,40.08,26.2,Brazil,59.85
Office manager,IT,Decreasing,Moderate,57626.61,Associate Degree,1,5688,9655,7.7,33.63,UK,68.62
Adult guidance worker,Healthcare,Decreasing,Low,103361.15,Associate Degree,10,2530,4658,42.33,80.49,Brazil,52.08
Maintenance engineer,Education,Increasing,High,86530.6,Bachelor’s Degree,8,6890,7633,59.47,8.95,Brazil,54.77
Speech and language therapist,Healthcare,Decreasing,Low,130563.51,Associate Degree,8,2385,1796,23.79,6.08,UK,47.66
"Surveyor, planning and development",Education,Decreasing,Moderate,75633.62,High School,2,6418,4175,89.29,69.52,China,67.57
Theatre director,Healthcare,Increasing,Moderate,72920.13,PhD,19,1016,3212,22.52,42.47,Australia,58.74
Diagnostic radiographer,IT,Increasing,Low,144005.03,Master’s Degree,6,3106,1491,77.44,20.93,Canada,50.12
Product manager,Finance,Decreasing,High,48370.5,Bachelor’s Degree,12,8511,5308,72.51,72.64,China,79.49
Telecommunications researcher,IT,Decreasing,High,110756.37,High School,12,8824,406,70.53,68.35,Canada,35.99
"Chemist, analytical",IT,Increasing,High,56232.11,Associate Degree,12,5454,1114,96.41,9.67,USA,53.91
Oncologist,Entertainment,Decreasing,Moderate,131486.77,PhD,16,305,380,72.55,30.1,USA,58.93
"Engineer, land",Education,Increasing,High,106013.7,High School,7,4262,7300,19.31,34.5,Canada,35.38
Ophthalmologist,IT,Increasing,High,34372.23,PhD,14,1260,2522,31.49,6.78,Brazil,43.43
Medical secretary,Healthcare,Decreasing,Moderate,42811.8,High School,20,4328,3430,3.37,63.92,Canada,35.16
Sales promotion account executive,IT,Increasing,Low,102607.7,PhD,17,6223,8292,13.8,57.94,Australia,42.71
Dispensing optician,Healthcare,Decreasing,High,84242.5,Associate Degree,6,1906,1861,59.9,84.59,Germany,44.13
Cartographer,IT,Decreasing,High,56599.88,Associate Degree,8,8780,4024,81.05,59.72,Germany,41.7
"Horticulturist, amenity",Healthcare,Increasing,Moderate,36458.09,PhD,14,2890,5465,51.07,69.29,Australia,54.95
"Programmer, applications",IT,Increasing,Moderate,132426.31,Bachelor’s Degree,10,6021,4665,62.03,75.12,China,68.07
Community education officer,Finance,Decreasing,Moderate,146635.93,Master’s Degree,13,8391,7830,88.87,83.18,China,55.42
Petroleum engineer,IT,Increasing,Moderate,132994.05,Associate Degree,9,6234,1994,37.23,94.97,Canada,48.66
Theatre stage manager,Entertainment,Decreasing,Low,112879.18,Associate Degree,0,6679,7881,94.53,16.77,UK,54.08
Illustrator,IT,Increasing,High,115117.38,High School,19,306,8696,14.59,56.79,India,64.3
Pharmacologist,Manufacturing,Increasing,Low,45526.49,Associate Degree,7,2225,2582,94.19,17.36,USA,45.71
"Engineer, production",Retail,Increasing,High,97690.64,PhD,19,1040,2546,42.91,72.14,Germany,79.55
Company secretary,Transportation,Decreasing,High,37511.53,PhD,15,3207,7455,45.89,44.91,Brazil,35.56
"Education officer, museum",Transportation,Increasing,High,42347.36,Master’s Degree,8,6398,9860,88.24,0.86,India,65.51
Trade union research officer,Transportation,Decreasing,Moderate,35045.89,PhD,14,5202,4112,20.04,24.34,USA,58.18
"Civil engineer, contracting",IT,Increasing,Moderate,103182.29,Associate Degree,20,8679,6573,44.62,41.52,USA,53.65
"Teacher, music",Transportation,Decreasing,Moderate,82435.57,Master’s Degree,12,3434,8587,54.67,36.09,UK,60.92
Location manager,Entertainment,Decreasing,High,122362.57,PhD,6,9253,3135,52.08,24.79,UK,78.76
"Scientist, forensic",Transportation,Increasing,Low,100569.6,Master’s Degree,13,2910,3823,89.49,19.05,UK,44.22
Meteorologist,Healthcare,Increasing,High,94339.41,High School,8,4202,9215,59.12,32.46,UK,77.47
"Education officer, community",Retail,Increasing,Low,101234.97,Associate Degree,3,4913,6105,73.17,3.41,Canada,46.92
Multimedia specialist,IT,Decreasing,High,40928.98,PhD,3,4274,2566,63.33,54.35,India,76.75
Advice worker,Manufacturing,Increasing,Moderate,82317.31,Bachelor’s Degree,11,7644,6751,4.22,61.74,Germany,35.02
"Scientist, research (medical)",Finance,Increasing,High,99294.46,Associate Degree,1,5171,1844,8.98,14.05,Australia,51.04
"Pharmacist, hospital",Manufacturing,Increasing,High,33729.96,Master’s Degree,13,3329,593,27.52,76.77,India,76.37
Armed forces training and education officer,Entertainment,Decreasing,Moderate,50150.86,Bachelor’s Degree,17,8919,8365,65.8,21.84,China,66.84
"Clinical scientist, histocompatibility and immunogenetics",Entertainment,Increasing,Moderate,53016.32,Associate Degree,10,2319,5454,3.39,6.42,Germany,58.43
Chief of Staff,Education,Increasing,High,46494.77,High School,12,676,5982,93.96,3.87,Brazil,56.76
"Engineer, production",Entertainment,Decreasing,Low,93545.14,High School,5,4034,4365,38.3,22.85,Australia,47.86
"Journalist, newspaper",Entertainment,Decreasing,High,116355.97,PhD,17,7762,4314,99.76,10.79,UK,48.08
Best boy,Retail,Increasing,Low,73673.64,Bachelor’s Degree,14,2494,5093,1.88,64.46,UK,20.87
Occupational hygienist,IT,Increasing,Low,43583.05,Master’s Degree,1,6772,901,11.07,8.04,USA,25.18
Counselling psychologist,Manufacturing,Decreasing,High,84423.76,High School,2,7606,8098,37.51,68.59,Australia,71.61
Restaurant manager,Transportation,Increasing,Moderate,118668.0,Associate Degree,17,9393,7058,33.53,70.91,India,52.97
"Surveyor, insurance",Healthcare,Decreasing,Moderate,129477.64,PhD,12,7462,9545,45.1,61.39,Canada,76.75
Senior tax professional/tax inspector,Healthcare,Decreasing,Moderate,43765.04,PhD,10,6995,9491,19.73,69.1,Canada,50.3
Radio producer,Retail,Decreasing,High,83330.57,Bachelor’s Degree,1,2353,4697,47.1,20.57,Germany,70.54
Occupational hygienist,Healthcare,Decreasing,High,31134.49,Master’s Degree,17,5772,5987,44.4,30.3,India,59.3
Administrator,Education,Decreasing,High,132509.45,Bachelor’s Degree,7,4628,1891,16.54,60.28,China,64.87
Research scientist (medical),Entertainment,Decreasing,Low,138228.37,Associate Degree,19,3944,2334,18.75,99.9,Canada,34.06
Hospital doctor,Finance,Decreasing,Moderate,41362.93,Associate Degree,5,564,6784,78.28,93.34,Brazil,22.92
Ship broker,Transportation,Increasing,Moderate,34441.98,Master’s Degree,11,7735,5612,55.63,16.19,India,43.43
Legal executive,Healthcare,Decreasing,Low,85716.76,Associate Degree,5,108,9423,70.74,85.08,India,25.81
Civil Service fast streamer,Entertainment,Decreasing,High,41647.78,Bachelor’s Degree,6,398,8065,48.31,54.77,UK,41.25
Commercial/residential surveyor,Finance,Decreasing,Low,96194.45,PhD,5,5450,9497,42.04,2.02,Germany,63.99
Risk analyst,Education,Decreasing,High,33981.68,High School,14,8263,9662,51.67,82.38,Germany,62.38
"Designer, ceramics/pottery",Retail,Increasing,Low,86947.2,Master’s Degree,20,3841,5780,51.46,46.85,UK,75.75
"Designer, furniture",Manufacturing,Increasing,Moderate,32313.74,PhD,9,2354,6055,61.32,82.84,USA,75.38
Warehouse manager,Healthcare,Increasing,Moderate,71410.13,Associate Degree,10,5789,2995,86.79,62.87,Canada,61.08
Advertising account executive,Transportation,Increasing,Moderate,47748.96,PhD,9,4248,5852,54.68,95.17,Germany,21.29
"Solicitor, Scotland",Healthcare,Decreasing,High,35288.83,High School,19,3823,9273,7.04,91.12,Australia,44.09
Transport planner,Education,Decreasing,Low,108616.54,Bachelor’s Degree,15,8020,9010,38.27,97.04,China,65.79
Logistics and distribution manager,Finance,Increasing,Moderate,108001.25,Master’s Degree,17,7466,7518,15.28,6.97,Canada,78.26
Sales promotion account executive,Entertainment,Decreasing,Low,61579.3,Bachelor’s Degree,20,3647,2241,23.1,19.1,India,48.26
"Engineer, manufacturing",IT,Increasing,Low,80265.83,Master’s Degree,14,3194,9872,80.63,33.63,Canada,66.98
Armed forces training and education officer,IT,Increasing,Moderate,31198.27,Master’s Degree,13,4938,6997,65.08,73.62,India,66.84
Academic librarian,Education,Increasing,High,43972.74,Bachelor’s Degree,16,6226,3832,69.37,36.74,UK,51.86
Conference centre manager,IT,Decreasing,High,113395.9,Master’s Degree,7,6957,2815,49.61,62.68,Germany,77.94
Printmaker,Manufacturing,Increasing,Low,101016.84,High School,14,6155,8755,50.13,82.37,India,71.41
Barrister,IT,Increasing,Low,99810.57,PhD,14,5478,6960,69.05,24.46,Brazil,45.31
Airline pilot,Transportation,Increasing,Low,33957.1,Bachelor’s Degree,7,8671,4819,29.27,90.61,China,70.75
Landscape architect,Healthcare,Increasing,Low,128293.54,High School,5,9903,6127,46.86,24.95,Germany,55.13
Outdoor activities/education manager,Manufacturing,Increasing,Moderate,120259.34,PhD,7,3053,9214,75.98,74.36,China,20.64
Claims inspector/assessor,Finance,Increasing,Moderate,58306.45,Master’s Degree,14,7994,1692,57.68,27.94,Brazil,61.91
"Engineer, energy",Transportation,Increasing,High,137093.37,High School,4,5133,9309,10.44,7.76,India,48.27
Paramedic,Healthcare,Decreasing,Moderate,141291.22,PhD,5,1019,7107,63.14,86.09,UK,65.11
"Engineer, energy",Transportation,Decreasing,Moderate,106849.12,High School,20,6031,537,59.88,71.95,China,38.76
Telecommunications researcher,Transportation,Increasing,Moderate,125375.22,High School,3,7224,9835,43.0,43.41,China,62.87
Corporate treasurer,IT,Decreasing,High,121320.11,Master’s Degree,16,309,7154,52.72,53.23,Canada,40.33
Community pharmacist,Entertainment,Increasing,High,128514.04,PhD,2,579,2961,17.82,27.95,China,30.55
Research scientist (life sciences),Healthcare,Increasing,Moderate,58734.53,Bachelor’s Degree,20,3639,3283,87.68,75.06,Germany,76.96
Broadcast journalist,Entertainment,Decreasing,Moderate,98617.1,Associate Degree,2,2824,6598,19.57,29.0,India,72.11
Writer,Retail,Increasing,High,146306.71,Bachelor’s Degree,20,4852,3700,22.95,73.24,Brazil,62.37
Chief of Staff,Finance,Increasing,Moderate,94376.62,High School,7,2132,6295,75.41,39.51,UK,34.28
Industrial/product designer,IT,Increasing,Low,149150.37,Master’s Degree,17,3146,8594,1.3,35.82,Australia,56.96
Early years teacher,Transportation,Decreasing,High,41364.96,Master’s Degree,17,4248,3040,97.29,65.4,India,26.19
Personal assistant,Finance,Increasing,Moderate,38873.21,High School,15,9693,3970,6.36,44.98,India,71.75
Armed forces training and education officer,Finance,Increasing,Moderate,80937.61,Associate Degree,6,4449,1705,63.37,23.52,Canada,36.94
"Surveyor, quantity",Healthcare,Increasing,Moderate,36268.33,PhD,10,2093,3577,6.03,80.97,Canada,25.19
Broadcast presenter,Transportation,Decreasing,Moderate,136691.61,Master’s Degree,11,9505,3372,50.55,50.48,USA,36.48
Government social research officer,Education,Decreasing,High,114750.95,Master’s Degree,20,7596,4076,5.92,56.57,USA,27.06
Illustrator,Transportation,Increasing,High,126850.01,Bachelor’s Degree,3,4548,8591,57.68,46.01,Canada,35.05
"Scientist, product/process development",Transportation,Increasing,High,143315.6,Master’s Degree,12,6783,4767,70.45,74.11,UK,30.03
"Engineer, agricultural",Healthcare,Increasing,High,34300.43,High School,1,536,6811,47.12,13.31,USA,32.23
"Production designer, theatre/television/film",Entertainment,Decreasing,Moderate,106700.22,Master’s Degree,16,9086,2349,13.36,89.55,USA,51.63
Metallurgist,Retail,Decreasing,High,42826.24,Master’s Degree,9,4585,4166,94.35,3.07,China,36.83
"Radiographer, therapeutic",Transportation,Increasing,Low,105538.45,Master’s Degree,1,5209,5447,36.61,40.06,Australia,75.96
Dentist,Healthcare,Increasing,Low,135193.87,PhD,3,4967,4785,75.43,3.55,USA,75.16
"Scientist, research (medical)",Manufacturing,Increasing,Moderate,56808.96,High School,5,9766,2641,48.14,46.23,USA,50.11
Commercial/residential surveyor,Healthcare,Increasing,High,118352.41,High School,8,5124,6589,23.17,46.24,UK,50.05
"Editor, commissioning",Transportation,Increasing,Low,149233.51,High School,7,8535,3870,88.85,31.63,India,69.43
Public affairs consultant,Retail,Increasing,High,140137.98,PhD,3,3175,6244,40.67,37.08,Australia,70.25
Restaurant manager,Retail,Decreasing,Moderate,133533.45,Bachelor’s Degree,8,5522,9931,45.45,55.65,Germany,36.63
Information officer,Entertainment,Decreasing,Low,138406.82,Bachelor’s Degree,8,9538,4547,56.52,97.29,Brazil,67.08
"Administrator, Civil Service",Healthcare,Increasing,Moderate,112467.74,Master’s Degree,6,3006,4523,77.16,40.88,Brazil,39.71
Economist,Finance,Decreasing,Low,145401.94,High School,4,5316,6772,90.74,83.3,India,35.62
Web designer,IT,Decreasing,High,60834.35,Bachelor’s Degree,15,5558,941,71.31,25.16,Germany,70.91
"Engineer, agricultural",Entertainment,Decreasing,Low,144210.49,Bachelor’s Degree,17,1035,6175,14.03,82.31,Australia,40.19
Soil scientist,Healthcare,Decreasing,Moderate,103435.01,Bachelor’s Degree,14,9797,1413,80.11,47.66,Brazil,32.35
"Administrator, Civil Service",Finance,Increasing,Moderate,52424.37,Master’s Degree,10,9184,5522,40.25,59.7,UK,50.24
Statistician,Transportation,Decreasing,Moderate,30969.74,Associate Degree,2,1339,1267,98.66,38.83,Brazil,72.3
Medical technical officer,Finance,Decreasing,High,38802.11,Associate Degree,4,8083,427,4.94,37.38,India,45.96
Arts development officer,Finance,Decreasing,Low,90740.36,Bachelor’s Degree,17,6380,6793,57.85,18.71,Germany,55.29
Paediatric nurse,Healthcare,Decreasing,Moderate,67222.18,High School,6,7730,7288,14.84,23.82,India,33.11
Purchasing manager,Finance,Increasing,Moderate,102891.56,Associate Degree,8,8441,6890,41.27,28.98,Australia,62.92
"Geologist, wellsite",Education,Decreasing,Moderate,91743.01,High School,13,4464,6026,26.68,57.39,Canada,26.33
Tourism officer,Entertainment,Decreasing,Low,111270.49,Bachelor’s Degree,4,9124,7984,99.74,33.96,Australia,26.67
Petroleum engineer,Finance,Increasing,Low,131996.82,Bachelor’s Degree,20,3394,5720,78.41,97.51,China,28.91
Pathologist,IT,Increasing,High,69396.06,PhD,1,4274,5836,76.17,41.48,USA,64.98
"Education officer, museum",Manufacturing,Increasing,Moderate,72730.77,Master’s Degree,14,3024,1727,83.11,53.44,Brazil,36.86
Airline pilot,Finance,Decreasing,Moderate,53667.83,High School,16,1543,4999,65.08,12.61,China,26.01
"Physicist, medical",Healthcare,Increasing,Low,50373.45,PhD,1,9223,9165,11.98,52.77,Australia,27.04
"Engineer, civil (contracting)",Entertainment,Decreasing,High,62488.33,High School,6,2140,8136,7.37,37.01,Canada,75.95
"Surveyor, building",Healthcare,Decreasing,High,58689.82,Master’s Degree,16,8792,6136,14.65,96.98,Germany,68.88
Sports administrator,Healthcare,Increasing,Low,67686.6,PhD,15,4692,7937,44.67,15.14,Australia,73.56
Careers adviser,Entertainment,Decreasing,Low,145934.39,Bachelor’s Degree,1,3128,7656,88.24,54.1,Germany,72.09
"Engineer, production",Education,Decreasing,Low,67189.41,High School,2,8939,1484,3.41,20.36,Canada,49.15
Systems developer,Education,Increasing,Moderate,41593.35,Master’s Degree,7,7165,9071,27.61,19.16,India,66.76
"Engineer, manufacturing",Education,Decreasing,Low,89807.15,High School,6,7143,4293,15.33,59.29,Canada,54.9
Careers information officer,IT,Decreasing,Moderate,61663.78,Associate Degree,7,4476,4278,92.16,73.03,Brazil,70.9
Set designer,Education,Increasing,Moderate,40673.02,Bachelor’s Degree,8,6544,4737,82.69,67.2,China,64.64
"Journalist, newspaper",Retail,Decreasing,Moderate,50303.52,Associate Degree,18,3890,6334,77.2,62.67,Australia,42.31
Pensions consultant,Retail,Increasing,High,82391.13,Bachelor’s Degree,18,6558,5817,38.76,18.8,India,70.84
Cytogeneticist,Retail,Increasing,Low,96519.16,High School,20,9153,4760,55.89,16.47,China,75.95
"Designer, textile",Manufacturing,Decreasing,High,52870.11,Bachelor’s Degree,6,6918,5486,92.98,44.36,UK,78.85
Research scientist (physical sciences),Education,Increasing,High,103193.92,High School,12,7614,6997,80.04,14.79,Australia,66.03
Airline pilot,Education,Decreasing,Low,138336.38,Master’s Degree,1,1675,1770,38.75,75.31,UK,29.65
Clinical psychologist,Education,Decreasing,Low,82461.35,Associate Degree,12,4729,5019,49.76,89.62,Australia,73.94
"Engineer, site",IT,Increasing,High,139896.98,High School,8,5683,3297,60.91,81.66,USA,49.4
Information systems manager,IT,Increasing,High,53889.71,PhD,18,244,3909,93.24,25.16,Australia,42.49
Tour manager,Retail,Decreasing,Low,40790.84,PhD,0,8841,8917,36.55,24.49,Germany,60.67
Commissioning editor,Retail,Decreasing,High,88534.39,Associate Degree,3,1265,9103,30.22,18.12,Germany,75.06
Professor Emeritus,Transportation,Increasing,Low,116218.29,High School,20,3781,2939,64.29,51.78,USA,51.14
Customer service manager,Transportation,Decreasing,Low,73433.7,High School,11,1860,6105,6.47,65.02,India,74.79
"Embryologist, clinical",Education,Increasing,Moderate,142536.6,Master’s Degree,5,1469,2865,16.6,83.96,USA,37.09
Financial trader,Transportation,Decreasing,High,48432.13,Master’s Degree,20,1551,7678,86.67,94.38,UK,20.65
Forest/woodland manager,Retail,Increasing,Low,66052.53,PhD,17,3721,774,63.96,6.32,Germany,36.61
"Journalist, magazine",Finance,Increasing,Moderate,135050.33,Bachelor’s Degree,7,2769,2625,45.11,35.31,China,37.41
Hydrologist,Healthcare,Decreasing,High,73682.75,PhD,8,3501,3629,94.61,39.02,Germany,34.03
"Engineer, biomedical",Finance,Decreasing,Low,59617.39,High School,16,3535,2757,64.79,83.96,Brazil,73.19
Community education officer,Entertainment,Decreasing,Low,78554.27,Associate Degree,9,154,6346,59.51,10.89,India,60.56
Theatre stage manager,Manufacturing,Decreasing,Moderate,53541.57,High School,20,4931,3441,44.96,38.09,India,27.22
Toxicologist,Transportation,Increasing,Low,78019.3,Master’s Degree,17,6206,6279,32.31,24.98,UK,28.14
"Doctor, hospital",Transportation,Increasing,Low,59101.93,Master’s Degree,19,5076,8060,16.08,34.71,USA,79.33
Animal nutritionist,Entertainment,Increasing,High,98715.17,PhD,17,4346,8294,64.27,73.44,UK,28.5
Ophthalmologist,Education,Decreasing,Low,56106.99,High School,14,121,4256,3.39,79.32,Germany,22.05
Civil Service fast streamer,Finance,Decreasing,High,96167.5,Master’s Degree,1,9293,633,97.82,13.87,Brazil,54.55
Curator,Education,Increasing,Moderate,57834.0,Master’s Degree,3,1635,7782,55.59,78.23,Germany,43.06
Teaching laboratory technician,Transportation,Increasing,High,85485.85,PhD,8,281,9937,7.55,12.83,Brazil,55.13
"Buyer, retail",Education,Decreasing,Moderate,127452.56,High School,2,7981,5888,38.2,43.44,China,47.79
"Engineer, production",Retail,Decreasing,Low,42751.8,Associate Degree,6,7170,6832,63.06,88.42,Germany,69.85
Trade union research officer,Education,Decreasing,Moderate,63027.52,High School,8,3032,3545,33.63,77.52,Canada,68.5
Technical brewer,Healthcare,Decreasing,High,55745.55,Associate Degree,10,5846,558,26.32,83.7,Australia,22.33
Fine artist,Retail,Decreasing,High,80926.73,Associate Degree,18,9689,3159,5.7,61.41,Germany,50.94
"Editor, commissioning",Education,Increasing,Moderate,64315.14,Associate Degree,17,9897,9914,76.15,62.63,Brazil,76.64
Psychiatric nurse,Finance,Increasing,High,53430.14,Associate Degree,13,2392,567,93.35,0.53,China,68.04
"Horticulturist, amenity",Retail,Increasing,High,46690.62,PhD,9,8696,7158,0.41,17.73,India,27.65
"Pharmacist, hospital",Healthcare,Decreasing,Low,123200.27,Associate Degree,0,1633,7350,55.3,34.77,Canada,28.11
Administrator,IT,Increasing,High,56758.79,Master’s Degree,20,7743,8272,62.05,70.9,Australia,48.92
Museum/gallery curator,Retail,Decreasing,Low,38268.72,PhD,15,3089,8191,67.65,85.39,China,45.22
Applications developer,Healthcare,Increasing,High,56239.87,Master’s Degree,7,9150,8820,14.34,87.73,UK,63.37
Mining engineer,Entertainment,Increasing,Low,130268.91,PhD,16,5519,9597,79.1,96.28,Australia,73.45
Telecommunications researcher,Manufacturing,Increasing,High,41716.96,Bachelor’s Degree,2,5523,2929,70.77,90.74,Australia,53.64
Public relations officer,Retail,Decreasing,Low,87284.32,Master’s Degree,3,4230,406,50.96,39.58,Germany,34.22
"Producer, television/film/video",Healthcare,Decreasing,Moderate,39767.82,Associate Degree,7,3569,8405,30.12,15.09,Canada,34.5
Archaeologist,Finance,Decreasing,High,138659.25,High School,16,3538,8397,77.22,61.06,India,56.15
"Surveyor, rural practice",Education,Increasing,High,144582.29,Associate Degree,8,4622,931,35.15,4.24,Canada,58.55
"Chemist, analytical",IT,Decreasing,Low,68450.09,Associate Degree,5,2451,2966,25.58,20.02,USA,25.99
Water engineer,Manufacturing,Increasing,High,85223.44,Master’s Degree,9,8396,6437,57.69,13.83,Australia,56.85
Health and safety inspector,Education,Increasing,Low,91620.07,PhD,13,2766,4908,37.33,46.65,Canada,30.1
Automotive engineer,Transportation,Increasing,High,59001.19,High School,8,4998,1982,12.63,47.58,Germany,41.28
Careers adviser,Retail,Increasing,Moderate,35431.43,Associate Degree,4,2423,773,80.12,36.48,China,56.22
Cabin crew,Transportation,Decreasing,Moderate,50976.55,Master’s Degree,6,8856,9693,75.11,90.53,India,59.47
Licensed conveyancer,Healthcare,Increasing,Low,35164.13,Bachelor’s Degree,1,7807,4529,24.06,62.18,China,79.85
Historic buildings inspector/conservation officer,Education,Increasing,Low,134471.24,Master’s Degree,3,5725,2948,96.38,92.68,Brazil,53.66
"Production assistant, radio",Entertainment,Increasing,Moderate,65809.35,PhD,11,1334,174,44.98,29.91,India,53.88
"Designer, jewellery",Manufacturing,Decreasing,High,80079.43,Bachelor’s Degree,12,2441,9786,66.98,11.56,Brazil,22.44
Claims inspector/assessor,Education,Increasing,High,113647.96,High School,0,4419,4340,66.06,72.57,Canada,60.8
Financial manager,Education,Decreasing,Moderate,31655.87,Bachelor’s Degree,8,7059,4908,1.13,9.09,China,26.05
Engineering geologist,Manufacturing,Increasing,High,97162.59,High School,11,8136,2990,26.39,90.88,UK,62.7
English as a foreign language teacher,IT,Decreasing,High,101783.12,Master’s Degree,20,2094,5847,78.72,25.46,UK,79.38
Environmental manager,Education,Increasing,High,127847.86,Associate Degree,0,8808,4250,31.72,24.64,UK,63.63
Product designer,Manufacturing,Decreasing,Moderate,37197.47,High School,13,9141,303,94.57,71.94,India,31.92
Systems analyst,Retail,Increasing,Moderate,58217.59,Master’s Degree,16,9035,8734,4.65,19.97,UK,73.2
Sport and exercise psychologist,Manufacturing,Decreasing,High,135996.75,Bachelor’s Degree,16,3440,1994,87.42,18.5,USA,49.7
"Psychologist, prison and probation services",Manufacturing,Increasing,Moderate,146923.35,High School,10,1033,7082,40.22,15.22,Brazil,21.39
Video editor,Healthcare,Decreasing,Moderate,89162.86,PhD,2,6077,1988,69.77,44.65,India,58.83
"Therapist, speech and language",Entertainment,Increasing,Low,82017.79,Master’s Degree,17,1093,203,17.12,9.01,Germany,37.82
"Engineer, materials",Education,Increasing,Low,138661.8,PhD,1,565,1946,27.69,52.11,China,47.58
Editorial assistant,IT,Increasing,High,73489.55,High School,18,1636,9889,64.63,86.64,Australia,63.74
"Civil engineer, contracting",Finance,Increasing,High,77065.69,PhD,4,135,2195,86.94,59.76,USA,20.92
Building control surveyor,Retail,Decreasing,Low,119315.78,High School,15,6441,539,59.94,37.26,Canada,24.71
"Designer, textile",IT,Decreasing,Moderate,38812.25,Master’s Degree,9,8221,8713,80.94,83.02,India,53.49
Television floor manager,Healthcare,Decreasing,High,131624.67,PhD,0,9420,6424,38.79,44.77,Canada,48.98
Environmental manager,Finance,Decreasing,High,92375.2,High School,6,1061,6104,12.83,16.52,India,46.47
English as a second language teacher,Finance,Decreasing,High,47570.19,Bachelor’s Degree,10,2607,8092,47.07,30.41,China,38.72
Tour manager,IT,Increasing,High,83417.52,Associate Degree,17,7567,1149,0.19,17.63,Brazil,46.06
Forest/woodland manager,Finance,Increasing,Moderate,124623.3,PhD,7,5363,5466,12.18,93.94,Australia,71.98
Gaffer,Education,Decreasing,Moderate,141625.95,Bachelor’s Degree,10,7296,2127,94.67,15.08,USA,32.95
Wellsite geologist,Entertainment,Decreasing,High,41905.63,High School,11,431,1128,44.56,91.76,China,58.42
Police officer,Healthcare,Decreasing,Moderate,74836.03,Master’s Degree,0,5897,9798,91.82,90.84,China,52.1
Community development worker,Healthcare,Increasing,High,76569.05,High School,11,9613,370,63.68,35.63,USA,42.51
Naval architect,Entertainment,Increasing,Moderate,52161.82,Master’s Degree,17,2228,5819,10.39,5.75,UK,53.17
Youth worker,Education,Increasing,High,72239.83,Associate Degree,3,1989,2148,18.42,45.7,UK,66.69
Aeronautical engineer,Education,Decreasing,Low,78930.66,PhD,12,8317,7668,8.45,23.01,UK,50.87
Catering manager,Retail,Increasing,Low,39126.68,PhD,11,2307,2860,85.7,5.9,China,34.96
Careers information officer,Finance,Increasing,High,63418.92,Master’s Degree,15,2202,8884,85.8,41.25,Canada,41.89
"Administrator, Civil Service",Healthcare,Increasing,High,116316.75,Bachelor’s Degree,20,6094,2723,31.69,56.52,Brazil,49.32
Armed forces operational officer,Entertainment,Increasing,High,47779.11,Bachelor’s Degree,13,6815,7576,37.37,24.39,India,51.4
Fisheries officer,Retail,Decreasing,Moderate,83865.64,Associate Degree,5,8510,3421,55.85,4.45,Canada,57.39
"Producer, radio",Entertainment,Decreasing,High,129985.6,PhD,16,1255,1115,47.3,26.24,Canada,72.25
Geochemist,Retail,Increasing,Low,85258.39,Associate Degree,0,5546,4269,58.79,71.3,Australia,35.71
International aid/development worker,Education,Decreasing,Moderate,67934.98,Associate Degree,19,1235,4180,72.51,0.6,Brazil,68.51
Museum/gallery exhibitions officer,Finance,Increasing,Low,112226.23,Bachelor’s Degree,9,1366,2744,0.57,42.81,Australia,72.57
Counsellor,Finance,Decreasing,High,91585.21,High School,11,5742,7328,89.44,92.7,UK,42.02
"Buyer, industrial",Finance,Decreasing,High,119343.32,Bachelor’s Degree,4,7847,6841,13.01,82.65,USA,43.8
Radiation protection practitioner,Education,Decreasing,Moderate,77874.88,Bachelor’s Degree,3,4996,9164,41.15,9.64,India,69.49
Make,IT,Decreasing,Low,139126.77,High School,9,2219,1018,58.97,19.98,China,40.02
Acupuncturist,Transportation,Increasing,Low,145196.93,Master’s Degree,10,2231,8563,63.82,41.33,India,71.28
Ranger/warden,Manufacturing,Increasing,High,45945.33,Bachelor’s Degree,2,5493,7044,44.83,45.18,Canada,51.99
Town planner,Manufacturing,Decreasing,Moderate,131649.92,Bachelor’s Degree,13,2716,6001,97.94,61.85,UK,22.05
"Scientist, research (life sciences)",Finance,Increasing,Moderate,32965.14,High School,17,8928,5797,74.42,74.78,Australia,23.78
Sports development officer,IT,Increasing,Low,91722.32,High School,17,7240,3870,13.65,65.09,USA,59.94
"Surveyor, building control",IT,Increasing,High,59815.38,PhD,0,1326,7054,34.72,87.23,Canada,74.94
"Psychotherapist, dance movement",Healthcare,Decreasing,Moderate,42000.94,PhD,5,806,8420,82.81,8.14,Brazil,52.18
Public librarian,Manufacturing,Decreasing,High,124818.78,Master’s Degree,6,2467,7184,19.09,25.98,Australia,52.77
Land/geomatics surveyor,Retail,Decreasing,Low,74565.75,High School,2,2129,3985,92.25,95.44,Australia,29.0
Food technologist,IT,Decreasing,High,36141.31,Associate Degree,7,4851,8079,89.08,41.77,China,55.31
Facilities manager,Manufacturing,Decreasing,Moderate,116534.35,Associate Degree,16,1152,2387,47.62,29.9,Canada,31.45
Structural engineer,IT,Increasing,High,43236.7,PhD,17,709,3015,62.44,92.76,Brazil,25.91
Paramedic,IT,Decreasing,High,131771.24,High School,2,9635,402,55.72,12.94,UK,58.31
"Scientist, audiological",IT,Increasing,Moderate,102812.91,Associate Degree,9,3930,5512,43.73,89.03,Australia,34.84
Bookseller,Education,Increasing,Low,102858.55,PhD,0,5315,6229,7.88,49.04,Australia,40.54
Music tutor,Healthcare,Decreasing,High,88011.63,Associate Degree,20,5279,1591,84.42,47.56,Canada,35.81
"Development worker, international aid",IT,Decreasing,Low,108714.28,Bachelor’s Degree,1,6570,8752,93.82,85.03,Australia,30.95
"Journalist, broadcasting",Entertainment,Decreasing,Moderate,87679.02,High School,5,2280,7078,95.31,25.9,USA,64.3
"Surveyor, planning and development",IT,Decreasing,Low,143591.15,High School,10,2452,3269,66.16,48.09,UK,49.65
Recycling officer,Transportation,Decreasing,Moderate,90923.41,High School,0,7118,381,55.42,76.24,UK,20.37
Theatre stage manager,Finance,Decreasing,Moderate,143162.16,PhD,14,3170,3257,41.31,74.48,Germany,47.22
Chief Operating Officer,Finance,Decreasing,Moderate,78707.61,PhD,7,6785,5461,22.87,46.02,UK,45.94
"Surveyor, minerals",IT,Increasing,Moderate,126864.77,PhD,20,5017,4879,58.56,33.37,India,44.91
Retail buyer,Entertainment,Decreasing,Moderate,119893.85,Bachelor’s Degree,9,2946,3940,59.3,86.04,Australia,55.73
Barrister,Manufacturing,Increasing,High,78242.49,High School,0,2242,6048,44.91,41.52,Australia,64.64
"Engineer, manufacturing systems",Retail,Increasing,Low,91681.47,PhD,6,9921,9391,6.01,76.95,China,48.18
Race relations officer,Healthcare,Increasing,Low,68537.24,PhD,6,994,4122,66.29,7.79,USA,33.44
Civil Service administrator,Education,Increasing,Moderate,86877.5,Bachelor’s Degree,11,9039,5878,65.62,1.97,Germany,29.43
"Programmer, systems",Finance,Decreasing,High,93399.85,PhD,4,3012,5715,3.35,85.35,India,26.38
"Nurse, mental health",Healthcare,Increasing,Low,65405.01,PhD,6,2458,1995,41.94,9.48,UK,72.21
Education administrator,Retail,Decreasing,Moderate,93913.74,Master’s Degree,5,5742,9512,90.3,79.36,Brazil,69.84
Electrical engineer,Healthcare,Decreasing,Moderate,68482.39,PhD,18,581,8654,6.9,36.7,China,34.11
Information systems manager,Manufacturing,Increasing,Moderate,132859.68,PhD,2,3488,3160,67.47,61.87,UK,78.95
Furniture conservator/restorer,Entertainment,Decreasing,High,75977.2,Associate Degree,14,7320,8905,60.97,30.58,Australia,26.65
Psychiatric nurse,Education,Decreasing,Low,32970.35,Associate Degree,15,9102,8637,36.53,53.86,Germany,26.86
Landscape architect,Manufacturing,Decreasing,Low,83656.28,PhD,10,5318,4147,73.35,35.75,Australia,70.15
"Surveyor, hydrographic",Entertainment,Increasing,High,42440.32,Master’s Degree,11,4126,8022,79.42,59.29,UK,44.78
Analytical chemist,Retail,Decreasing,Low,78485.91,Master’s Degree,2,1890,5561,60.7,61.83,China,39.56
Counselling psychologist,Entertainment,Decreasing,High,134467.8,High School,4,9993,4901,31.15,3.76,USA,42.01
Occupational hygienist,Retail,Increasing,Moderate,117292.23,Associate Degree,3,4104,9353,10.29,25.42,UK,26.54
"Therapist, nutritional",Healthcare,Increasing,Moderate,34790.14,PhD,2,8803,9536,50.76,0.09,Brazil,46.67
Public affairs consultant,Finance,Decreasing,Low,51667.71,Bachelor’s Degree,13,2259,7037,34.74,41.98,Germany,26.03
Retail manager,Education,Decreasing,High,92636.81,Master’s Degree,12,4528,4263,28.42,25.51,Australia,21.05
Nature conservation officer,Manufacturing,Increasing,Low,99576.28,PhD,20,9936,1636,67.69,65.61,USA,59.29
"Scientist, water quality",IT,Increasing,Moderate,123322.34,High School,10,1521,7220,8.45,67.28,China,34.51
"Psychologist, forensic",Transportation,Decreasing,Low,110149.77,Master’s Degree,15,3189,881,57.28,0.75,Australia,28.69
Landscape architect,IT,Increasing,Moderate,35329.91,Associate Degree,20,5009,8119,80.1,77.5,Brazil,38.04
International aid/development worker,Retail,Decreasing,Moderate,127281.15,Associate Degree,0,4209,7220,88.42,64.08,USA,41.16
Marketing executive,Healthcare,Increasing,Moderate,47885.12,High School,3,2143,4312,54.53,52.86,UK,56.18
Company secretary,Transportation,Decreasing,Moderate,114589.86,Associate Degree,2,3244,783,15.26,0.67,Germany,32.95
Building surveyor,Entertainment,Decreasing,Moderate,115617.69,Bachelor’s Degree,7,5391,9084,0.33,1.95,India,57.95
Oceanographer,IT,Decreasing,High,64403.62,Associate Degree,9,6248,3254,70.66,23.09,Germany,34.98
Geophysical data processor,Manufacturing,Decreasing,High,138381.87,High School,1,6872,8998,42.75,94.78,Brazil,42.38
Tree surgeon,Education,Decreasing,Moderate,82304.04,Bachelor’s Degree,4,7206,2593,7.44,68.06,USA,53.55
Psychotherapist,Manufacturing,Increasing,Low,100506.04,Master’s Degree,0,9203,7259,5.42,25.94,China,68.58
Public house manager,Education,Decreasing,Low,34028.92,Bachelor’s Degree,3,2681,397,26.91,83.88,India,41.95
Product manager,Finance,Decreasing,Moderate,75786.43,Bachelor’s Degree,12,9948,1540,81.77,45.04,Canada,68.31
"Teacher, secondary school",Transportation,Increasing,High,38837.0,PhD,3,667,8942,67.75,92.65,UK,27.72
Barrister,Manufacturing,Decreasing,High,73607.63,Master’s Degree,14,5504,5242,48.86,32.31,Germany,56.83
Learning mentor,Transportation,Decreasing,High,100518.82,Associate Degree,12,7159,1174,58.52,85.49,Brazil,67.68
Theatre stage manager,Transportation,Increasing,Low,66348.32,Associate Degree,10,8503,5738,12.55,22.71,Canada,74.57
Ophthalmologist,IT,Increasing,High,45610.83,PhD,4,4801,4547,17.26,33.56,USA,22.75
Fast food restaurant manager,Entertainment,Increasing,Moderate,89538.63,High School,19,5788,9332,24.37,2.9,Brazil,53.25
Call centre manager,Entertainment,Decreasing,Low,32161.17,Master’s Degree,18,1571,2483,90.19,86.5,China,62.18
"Physicist, medical",IT,Increasing,High,34429.75,Master’s Degree,18,4432,8330,76.12,34.18,India,48.97
Drilling engineer,Education,Increasing,Moderate,97431.73,Associate Degree,15,9766,800,81.71,85.61,India,23.59
"Therapist, drama",Healthcare,Increasing,Low,122995.89,PhD,18,4841,5673,91.69,51.96,Germany,22.59
Fast food restaurant manager,Transportation,Increasing,High,83613.09,Associate Degree,3,281,5895,29.4,57.65,China,48.63
Quarry manager,Retail,Increasing,Low,94060.16,Associate Degree,8,3863,6016,26.6,73.03,UK,71.76
Commissioning editor,Finance,Decreasing,Low,80190.11,Associate Degree,2,8258,9066,26.63,75.76,India,22.76
Mudlogger,Retail,Decreasing,Low,140369.14,High School,11,7099,3287,39.98,26.9,Brazil,41.87
Field seismologist,Finance,Decreasing,Low,58388.67,Master’s Degree,13,9898,3586,55.37,47.83,Brazil,74.5
Television production assistant,Education,Decreasing,High,130318.06,Bachelor’s Degree,0,238,906,10.26,86.67,Brazil,31.24
Research scientist (medical),Finance,Decreasing,Moderate,36918.71,PhD,2,4472,2764,51.75,78.75,Germany,38.31
Holiday representative,Manufacturing,Increasing,Moderate,30345.27,PhD,18,2490,9904,31.48,17.08,China,77.67
"Therapist, nutritional",IT,Increasing,High,106500.89,PhD,17,6710,2457,0.81,53.75,India,24.61
Ecologist,Finance,Decreasing,Low,100524.85,Master’s Degree,14,647,6819,95.86,48.75,Australia,32.78
"Surveyor, land/geomatics",Education,Increasing,Low,55558.5,Associate Degree,0,5937,6762,35.1,81.08,Germany,25.34
Theatre stage manager,Healthcare,Decreasing,High,103477.31,High School,16,9775,9895,59.97,95.49,India,74.42
Emergency planning/management officer,Retail,Increasing,Moderate,53089.16,Associate Degree,0,3643,2012,0.82,17.78,China,21.95
Accounting technician,Education,Decreasing,Low,70064.32,Master’s Degree,1,1805,2190,86.51,7.67,UK,66.07
"Sales professional, IT",Manufacturing,Increasing,Low,144791.97,PhD,7,1070,4572,30.15,34.3,Brazil,69.25
"Editor, magazine features",Retail,Increasing,High,32361.89,Master’s Degree,19,1091,7585,6.64,79.94,Brazil,58.67
Commercial/residential surveyor,Entertainment,Increasing,High,102632.65,Bachelor’s Degree,11,7417,7091,29.08,21.8,China,29.59
Clothing/textile technologist,Education,Decreasing,High,78804.28,High School,13,7985,1623,89.79,13.94,Germany,49.43
Production engineer,Retail,Increasing,Moderate,91032.95,Master’s Degree,0,6693,932,1.52,9.67,Brazil,70.71
Gaffer,Entertainment,Increasing,Low,121484.33,Bachelor’s Degree,6,7553,3084,10.22,90.82,Australia,20.52
Financial trader,IT,Increasing,Moderate,113133.91,PhD,0,1601,3380,55.26,91.72,India,66.97
Broadcast journalist,IT,Increasing,Low,43501.68,Bachelor’s Degree,17,7796,9239,62.95,18.66,USA,31.82
Fish farm manager,Manufacturing,Decreasing,High,98980.69,Bachelor’s Degree,5,3537,2931,12.11,44.43,Germany,78.58
"Nurse, learning disability",Manufacturing,Increasing,Low,121538.79,Bachelor’s Degree,17,1355,7707,23.26,35.59,Brazil,74.02
Product/process development scientist,Entertainment,Decreasing,Low,67078.88,Bachelor’s Degree,4,4223,2603,41.87,92.48,Canada,34.17
Advertising account executive,Healthcare,Increasing,Moderate,129222.53,Master’s Degree,9,7796,2475,86.63,90.85,Canada,33.07
Market researcher,Transportation,Decreasing,Low,72694.35,PhD,16,6035,8089,83.83,32.58,Brazil,21.47
"Therapist, horticultural",Retail,Increasing,Moderate,84372.1,Associate Degree,6,9604,2217,28.01,49.75,USA,20.74
Science writer,Manufacturing,Increasing,Low,92273.41,Master’s Degree,5,5083,4518,50.43,4.54,Canada,23.94
Recruitment consultant,Finance,Decreasing,High,37631.31,Associate Degree,12,1905,2458,45.01,9.21,Canada,38.18
"Psychologist, sport and exercise",IT,Increasing,Low,57143.41,High School,12,1981,3751,0.11,87.65,USA,41.19
Sports therapist,Retail,Increasing,Low,90124.72,Master’s Degree,14,9132,7896,34.24,97.22,Australia,79.33
Toxicologist,Finance,Increasing,Moderate,145531.53,PhD,13,8021,9823,53.16,41.34,USA,71.05
Hospital doctor,Finance,Increasing,High,39532.37,Associate Degree,3,5912,5212,32.68,46.84,Australia,37.47
"Psychologist, sport and exercise",Education,Increasing,Low,68257.55,Associate Degree,18,1925,8113,31.45,42.03,Brazil,22.84
Stage manager,Education,Increasing,Moderate,106241.95,Bachelor’s Degree,14,769,8498,52.39,14.01,Germany,58.42
Geochemist,Entertainment,Decreasing,Moderate,52806.44,Associate Degree,10,9437,3209,7.6,83.94,USA,65.48
Office manager,Manufacturing,Decreasing,Low,90494.93,High School,12,6866,5306,45.3,22.02,China,75.59
Insurance claims handler,IT,Decreasing,High,83899.71,Master’s Degree,0,9018,5797,1.74,41.48,Brazil,32.52
Senior tax professional/tax inspector,Education,Increasing,Moderate,36986.36,Associate Degree,7,9716,1465,89.02,92.99,UK,26.73
Systems developer,IT,Increasing,High,141043.21,Bachelor’s Degree,16,9232,6431,16.41,15.34,Germany,64.69
Print production planner,Retail,Decreasing,Low,35366.46,High School,10,2298,4626,45.63,3.0,China,26.05
Pension scheme manager,IT,Increasing,Low,45312.63,Master’s Degree,7,3498,7934,74.52,78.57,USA,78.65
Estate manager/land agent,Manufacturing,Increasing,Moderate,49154.78,Master’s Degree,3,9420,7842,61.87,21.29,Canada,60.15
Secretary/administrator,Manufacturing,Increasing,Moderate,68884.66,Master’s Degree,13,5598,8176,51.99,5.22,UK,43.39
Intelligence analyst,Manufacturing,Decreasing,High,115918.15,Associate Degree,10,7714,4299,75.51,51.99,Australia,25.47
Comptroller,Entertainment,Increasing,Low,125490.23,High School,12,6896,9158,3.0,38.37,USA,51.22
Consulting civil engineer,Healthcare,Increasing,High,139785.15,Master’s Degree,11,1650,4573,64.52,79.67,Brazil,55.62
"Engineer, energy",Healthcare,Decreasing,High,96185.32,High School,1,9111,7554,5.25,69.19,Germany,54.52
Politician's assistant,Entertainment,Decreasing,High,130505.36,PhD,18,5089,8414,38.65,85.64,USA,37.07
"Lighting technician, broadcasting/film/video",Manufacturing,Decreasing,High,94593.97,Bachelor’s Degree,0,4092,5424,94.7,77.1,USA,78.9
Curator,Transportation,Increasing,Low,52957.12,Associate Degree,0,2641,2999,36.73,39.84,India,51.55
Physiological scientist,Entertainment,Increasing,Low,78781.16,Master’s Degree,8,7451,4358,88.3,99.02,Australia,21.81
Gaffer,Education,Decreasing,Moderate,46047.97,Master’s Degree,14,7445,6661,81.09,87.47,India,42.93
Speech and language therapist,Finance,Increasing,High,70835.01,Master’s Degree,4,957,9540,38.3,19.57,Germany,47.52
Structural engineer,Healthcare,Increasing,Moderate,129026.89,Master’s Degree,18,1922,9859,68.81,78.03,Germany,60.56
Electronics engineer,Entertainment,Increasing,Moderate,126720.11,High School,3,1540,9625,44.33,14.99,Australia,55.25
IT technical support officer,Education,Increasing,Low,66990.3,Master’s Degree,17,3278,1372,88.11,62.23,UK,28.46
Air broker,Finance,Increasing,Low,114007.68,Associate Degree,7,910,7816,27.02,31.69,India,35.68
Research scientist (life sciences),Education,Decreasing,Low,55991.12,Master’s Degree,19,4830,2034,39.96,15.88,Canada,76.39
Commissioning editor,Education,Increasing,High,57106.02,High School,11,7036,135,20.37,38.23,USA,76.03
Surgeon,Education,Increasing,Moderate,41505.22,Associate Degree,13,9096,4979,54.14,53.4,USA,54.7
"Engineer, building services",Retail,Decreasing,High,110419.43,Bachelor’s Degree,20,2852,8681,61.81,61.18,Canada,62.68
"Education officer, museum",Finance,Increasing,High,94088.21,Bachelor’s Degree,7,9263,9025,51.35,27.52,Australia,31.83
Medical technical officer,Manufacturing,Increasing,Moderate,70624.98,Bachelor’s Degree,15,1470,3172,42.59,48.79,Germany,41.26
"Therapist, music",Retail,Decreasing,High,137623.91,Master’s Degree,16,5051,8752,72.63,72.41,Germany,71.73
Corporate investment banker,Entertainment,Increasing,Moderate,107981.27,High School,3,9964,7403,80.46,88.63,USA,70.89
Materials engineer,Entertainment,Decreasing,Moderate,33225.15,Associate Degree,6,7305,8914,63.13,57.44,India,77.47
Health and safety adviser,Transportation,Increasing,Moderate,86581.39,High School,11,6016,1678,7.88,60.65,UK,38.07
Control and instrumentation engineer,Retail,Increasing,High,77328.86,Associate Degree,18,7122,7570,98.7,99.35,India,65.81
"Psychotherapist, child",Education,Decreasing,Moderate,30912.2,Associate Degree,18,9057,9683,22.01,75.72,Canada,64.49
"Production assistant, television",IT,Increasing,Low,101868.7,PhD,14,8296,8543,20.93,36.77,Brazil,74.42
Adult nurse,Healthcare,Increasing,Moderate,142332.1,PhD,10,2494,9614,76.92,76.86,Brazil,71.54
Ceramics designer,Transportation,Increasing,Moderate,72422.54,Bachelor’s Degree,2,3398,1453,29.42,49.32,UK,77.66
Advice worker,Transportation,Decreasing,Moderate,125833.8,High School,16,9554,9302,74.03,71.52,China,75.42
Community arts worker,IT,Decreasing,High,33303.4,PhD,3,413,5982,54.24,22.84,India,63.81
Corporate treasurer,Manufacturing,Decreasing,High,80329.17,Master’s Degree,7,9712,7688,69.58,78.93,Australia,79.98
Art therapist,Retail,Decreasing,High,69125.86,Bachelor’s Degree,6,7191,5071,37.74,9.08,Canada,76.03
Public relations officer,Transportation,Increasing,Low,146343.38,Bachelor’s Degree,16,7544,9979,7.59,38.83,India,24.76
"Surveyor, insurance",Finance,Increasing,High,45231.92,Master’s Degree,11,3142,7450,43.1,6.24,UK,52.61
Textile designer,Retail,Decreasing,Low,55323.62,Bachelor’s Degree,7,3374,4660,49.37,87.51,UK,77.24
Magazine features editor,Entertainment,Decreasing,Low,79313.06,PhD,1,1502,3359,44.05,78.2,Germany,44.14
English as a foreign language teacher,IT,Decreasing,Low,149940.33,Bachelor’s Degree,6,9763,6708,30.68,71.08,Australia,74.46
Sport and exercise psychologist,Healthcare,Increasing,High,69685.78,Master’s Degree,4,5939,3636,15.9,7.66,UK,74.89
Music tutor,Manufacturing,Increasing,High,52975.66,High School,8,7032,7786,32.26,87.35,Brazil,32.17
Optometrist,IT,Decreasing,Moderate,144471.26,High School,17,3232,4600,63.91,52.47,Canada,48.58
Professor Emeritus,Manufacturing,Increasing,Moderate,129736.14,Associate Degree,1,2387,1259,39.74,96.89,Germany,63.97
Horticultural therapist,Finance,Decreasing,High,120040.63,Bachelor’s Degree,9,7858,7503,70.23,24.43,Germany,62.81
Naval architect,Retail,Increasing,Moderate,77776.93,Bachelor’s Degree,18,1676,2181,24.1,48.44,India,39.59
Textile designer,IT,Increasing,High,101776.72,Bachelor’s Degree,4,3146,2511,0.18,47.31,India,71.53
Sports development officer,Entertainment,Decreasing,Low,116745.36,High School,10,7353,4186,43.01,28.54,India,60.62
"Surveyor, insurance",Healthcare,Increasing,Low,67021.75,Master’s Degree,8,4196,754,50.12,53.12,UK,26.73
Barrister's clerk,IT,Increasing,Moderate,74478.09,High School,16,9860,991,4.48,52.24,Canada,65.99
Manufacturing engineer,Retail,Decreasing,High,71699.66,Bachelor’s Degree,0,9888,4012,95.86,39.3,UK,36.95
Health and safety inspector,Education,Decreasing,Moderate,112037.74,PhD,3,3531,4815,80.75,62.78,USA,40.72
Materials engineer,Transportation,Increasing,Moderate,96347.55,Associate Degree,8,7500,5614,12.38,86.39,Canada,62.72
"Education officer, community",Entertainment,Increasing,Low,80431.32,Master’s Degree,7,5611,1954,68.83,65.76,Brazil,37.93
Building surveyor,Entertainment,Decreasing,Low,91663.74,PhD,12,3396,1483,70.87,81.31,China,20.89
"Therapist, music",Education,Decreasing,Low,120241.39,Master’s Degree,4,163,4503,4.44,13.39,China,36.46
Network engineer,Finance,Decreasing,Moderate,53876.96,PhD,5,9498,1656,74.85,24.12,UK,67.98
"Lecturer, further education",Entertainment,Decreasing,Moderate,56657.93,Master’s Degree,8,2305,3614,97.43,58.19,Australia,68.96
"Investment banker, corporate",Entertainment,Increasing,Moderate,127730.23,Master’s Degree,18,5159,3495,8.81,90.74,UK,64.51
Furniture designer,Healthcare,Decreasing,Moderate,121650.12,Associate Degree,13,1543,3803,89.05,7.92,China,23.43
Water quality scientist,Manufacturing,Increasing,Moderate,104306.73,Bachelor’s Degree,2,9701,2793,43.58,47.39,India,72.37
Psychiatrist,Finance,Decreasing,Moderate,112159.66,PhD,18,9818,3318,83.22,94.07,Canada,59.29
"Designer, fashion/clothing",Manufacturing,Increasing,High,60933.7,Associate Degree,13,9923,9782,97.63,65.99,Canada,30.27
Estate manager/land agent,Manufacturing,Increasing,Low,64446.73,Associate Degree,14,2360,949,64.92,9.1,Australia,37.83
"Engineer, petroleum",Education,Increasing,Low,110202.84,PhD,6,8765,537,75.88,34.56,Canada,42.75
"Sales professional, IT",Transportation,Increasing,High,121498.65,High School,19,1040,1868,65.57,90.43,Canada,39.67
"Engineer, control and instrumentation",Healthcare,Increasing,Low,105029.73,PhD,4,6930,8121,39.25,82.8,USA,25.88
"Engineer, electronics",Entertainment,Decreasing,Low,74303.11,PhD,18,130,328,98.66,9.19,Germany,26.63
Planning and development surveyor,Manufacturing,Increasing,High,88655.58,PhD,9,1672,7859,28.4,30.23,China,77.17
Corporate treasurer,Education,Decreasing,High,48449.0,Bachelor’s Degree,8,8341,2187,37.25,24.03,India,67.41
"Engineer, energy",Retail,Increasing,Low,82280.69,Master’s Degree,9,166,9124,7.67,70.41,Brazil,26.84
Tax adviser,Education,Decreasing,High,94343.55,Bachelor’s Degree,3,4496,6372,30.54,90.55,USA,77.71
"Teacher, primary school",Healthcare,Increasing,Moderate,128682.96,Master’s Degree,0,8070,9795,66.58,19.27,China,39.66
Psychiatrist,Finance,Increasing,Moderate,135847.53,Master’s Degree,0,1969,7179,32.07,88.23,Australia,49.22
Tourist information centre manager,Education,Decreasing,Moderate,139494.1,Associate Degree,20,6894,5292,47.1,32.97,China,51.26
Pensions consultant,Healthcare,Increasing,Moderate,142990.75,Bachelor’s Degree,6,4950,6854,7.9,8.03,Australia,54.99
Chartered legal executive (England and Wales),Healthcare,Decreasing,Moderate,135782.82,High School,10,8041,6837,41.28,61.02,UK,48.88
Consulting civil engineer,IT,Increasing,High,98164.02,Bachelor’s Degree,9,7808,9496,1.63,1.8,UK,41.67
Pensions consultant,IT,Increasing,High,53285.22,High School,1,6738,656,22.72,23.28,UK,59.93
Meteorologist,Education,Decreasing,Low,46716.2,High School,18,6593,2528,97.14,98.53,Canada,78.72
Chief of Staff,Healthcare,Increasing,Low,94576.34,Master’s Degree,16,7641,5677,82.79,67.4,USA,63.3
Museum/gallery exhibitions officer,Retail,Decreasing,Low,38259.81,High School,19,6777,8555,4.35,36.17,UK,24.62
Curator,Finance,Decreasing,Moderate,77224.17,Master’s Degree,15,7560,2532,45.07,73.76,UK,28.63
"Exhibitions officer, museum/gallery",Education,Increasing,Moderate,100228.65,Master’s Degree,12,6492,2738,74.21,85.21,UK,54.85
Sports coach,IT,Increasing,Moderate,101156.32,PhD,19,710,9745,26.43,79.98,India,50.62
Freight forwarder,Finance,Decreasing,Low,90892.18,PhD,19,1122,3322,69.78,51.65,Australia,22.97
"Scientist, biomedical",Education,Increasing,High,78236.49,Master’s Degree,17,555,6144,94.17,81.92,UK,78.53
Tax adviser,IT,Increasing,Low,104823.65,Bachelor’s Degree,4,8807,1298,90.34,39.53,China,57.23
Chartered accountant,Entertainment,Increasing,High,132837.2,PhD,18,779,6502,92.8,26.37,USA,47.22
"Conservation officer, historic buildings",Education,Decreasing,Low,119739.52,PhD,18,6103,8403,94.62,33.22,Canada,55.6
Copy,IT,Decreasing,High,77634.28,Master’s Degree,19,4825,7662,80.5,35.96,China,52.07
"Secretary, company",Entertainment,Increasing,High,99315.25,PhD,12,1844,9940,25.43,13.58,China,32.36
Comptroller,Transportation,Decreasing,Low,118710.59,Master’s Degree,6,4716,714,95.14,48.8,Germany,78.09
Financial risk analyst,Education,Decreasing,Moderate,128208.22,Bachelor’s Degree,10,2653,191,21.4,92.62,Brazil,31.99
"Surveyor, minerals",Healthcare,Decreasing,High,111382.13,Master’s Degree,11,6244,1427,36.8,51.47,Brazil,42.29
Insurance broker,Healthcare,Decreasing,High,58943.58,PhD,6,8119,1632,69.98,85.76,Brazil,31.59
Industrial buyer,Transportation,Decreasing,Moderate,87444.61,Bachelor’s Degree,18,5173,3674,42.29,78.15,USA,36.63
"Loss adjuster, chartered",Entertainment,Decreasing,Moderate,50042.35,Master’s Degree,6,8789,1054,13.23,98.0,Canada,73.59
Hydrogeologist,Retail,Decreasing,Moderate,90205.28,High School,4,1929,1952,58.52,46.27,Australia,37.07
"Engineer, maintenance (IT)",Entertainment,Increasing,Moderate,145273.27,Master’s Degree,3,1966,5855,33.4,68.53,Canada,67.61
"Accountant, chartered public finance",Entertainment,Decreasing,Low,62246.11,Master’s Degree,8,2019,6713,61.06,20.4,China,64.3
"Teacher, English as a foreign language",Entertainment,Decreasing,Moderate,97291.36,PhD,6,9119,827,32.48,60.11,Brazil,35.76
"Editor, commissioning",Education,Decreasing,Low,74142.5,High School,19,4041,4988,30.09,98.43,China,56.63
"Research officer, political party",Transportation,Increasing,Low,83037.86,PhD,20,3772,9422,81.31,66.09,Germany,57.36
Public relations account executive,Entertainment,Increasing,Moderate,116209.72,High School,12,4381,5158,86.33,49.13,Germany,74.13
Investment analyst,Retail,Increasing,Low,78909.84,PhD,1,5628,3008,1.92,64.67,UK,22.15
Arts development officer,IT,Increasing,High,132392.0,Master’s Degree,7,9123,7328,38.23,22.07,USA,43.64
Estate manager/land agent,Transportation,Decreasing,Low,49176.21,PhD,16,3937,7942,34.16,20.49,Brazil,48.44
"Journalist, newspaper",IT,Decreasing,High,66314.44,High School,2,4893,4790,48.33,98.91,Australia,30.63
Patent attorney,Entertainment,Increasing,Moderate,99701.86,Associate Degree,7,4301,2535,76.21,17.78,Germany,47.6
Claims inspector/assessor,Retail,Increasing,Low,48552.2,High School,8,3112,2639,92.61,69.0,Australia,48.04
Health and safety inspector,Transportation,Decreasing,Moderate,77148.5,Bachelor’s Degree,8,3700,412,64.85,55.92,Brazil,36.27
"Programmer, multimedia",Entertainment,Decreasing,High,89390.44,Associate Degree,5,7434,2309,78.24,44.21,UK,69.72
"Nurse, children's",Finance,Increasing,High,108350.72,Associate Degree,13,1734,3254,37.18,56.58,China,42.26
"Programmer, applications",Retail,Increasing,Moderate,122082.42,Associate Degree,2,5812,4184,2.18,41.97,Canada,69.63
Naval architect,Finance,Decreasing,Low,139372.99,Master’s Degree,0,867,5901,79.74,30.42,China,73.11
IT sales professional,Transportation,Decreasing,Low,37656.0,PhD,0,4696,5670,82.19,40.86,USA,25.75
"Engineer, broadcasting (operations)",Entertainment,Decreasing,Low,109784.36,High School,6,5618,4614,89.54,39.14,Brazil,78.69
Plant breeder/geneticist,Manufacturing,Increasing,Moderate,145632.1,High School,4,4732,8156,99.71,67.78,Germany,36.44
Chief Marketing Officer,Retail,Decreasing,Moderate,38338.16,Associate Degree,3,6878,9531,45.73,31.52,Germany,70.09
"Civil engineer, contracting",Healthcare,Increasing,Low,67756.65,Associate Degree,6,3737,183,57.51,65.7,Brazil,37.96
Air broker,Manufacturing,Decreasing,Low,42760.41,High School,2,4799,7475,35.71,37.05,India,22.24
Corporate investment banker,Retail,Decreasing,Low,38637.71,Bachelor’s Degree,20,4081,1616,83.8,72.48,India,71.96
Manufacturing engineer,Retail,Decreasing,High,100995.65,High School,3,3421,883,3.66,16.14,UK,60.46
Art therapist,IT,Decreasing,High,47859.49,PhD,8,9312,2150,86.01,87.63,Australia,56.39
"Psychologist, prison and probation services",Manufacturing,Decreasing,High,32723.9,High School,18,5741,3770,8.78,85.83,Canada,77.2
"Solicitor, Scotland",Retail,Increasing,Moderate,131496.29,Master’s Degree,2,3304,7593,21.95,21.93,Germany,75.18
Hydrographic surveyor,Education,Decreasing,Low,89463.33,PhD,20,6647,356,43.23,36.91,USA,66.59
Veterinary surgeon,Education,Increasing,High,44600.94,Associate Degree,11,3970,6901,95.71,9.94,Australia,70.64
Location manager,Transportation,Decreasing,High,30904.98,Master’s Degree,4,7411,6081,25.09,58.51,India,33.55
"Education officer, environmental",Finance,Decreasing,High,95239.77,Associate Degree,5,1199,2616,3.35,10.14,Germany,42.05
Chief Operating Officer,Finance,Increasing,High,42511.56,Associate Degree,3,6785,1979,40.23,6.16,Brazil,78.82
Chief Operating Officer,IT,Increasing,High,116731.27,PhD,8,7833,4010,50.89,76.53,Germany,54.15
Film/video editor,IT,Increasing,Moderate,87351.54,Associate Degree,13,9207,1351,85.17,47.62,Canada,73.76
"Surveyor, commercial/residential",Transportation,Increasing,High,124336.8,Bachelor’s Degree,4,7740,2745,4.43,80.76,USA,62.49
Occupational psychologist,Finance,Increasing,High,51857.63,Bachelor’s Degree,13,8215,3666,64.4,91.65,India,64.38
Retail buyer,Finance,Decreasing,Moderate,68154.71,PhD,11,809,5594,88.33,19.74,UK,46.24
Dramatherapist,Manufacturing,Increasing,High,124950.96,Associate Degree,20,1520,9037,74.12,56.55,UK,28.08
Retail manager,Entertainment,Increasing,Moderate,121148.55,PhD,14,2227,9503,86.21,85.96,China,53.96
Estate manager/land agent,Manufacturing,Increasing,Low,129646.65,High School,6,7679,1420,46.25,53.06,USA,32.06
Water quality scientist,Education,Increasing,Low,71819.18,Master’s Degree,3,8730,472,99.63,88.86,UK,61.22
"Scientist, forensic",Education,Decreasing,Moderate,82168.96,PhD,15,7541,7909,13.55,89.7,Australia,49.92
Adult guidance worker,IT,Decreasing,High,75105.17,High School,18,8277,6565,79.11,32.02,Australia,58.03
Architect,IT,Increasing,Moderate,149005.78,PhD,16,3856,1937,83.65,9.33,Australia,75.54
"Scientist, physiological",IT,Decreasing,Low,66068.44,Bachelor’s Degree,5,7063,5007,98.86,50.96,Canada,33.17
Chartered accountant,Transportation,Decreasing,Low,41723.24,Bachelor’s Degree,8,6484,7873,90.56,16.97,Germany,47.83
IT technical support officer,Manufacturing,Decreasing,Moderate,66964.11,Bachelor’s Degree,2,728,8345,78.78,46.14,China,60.89
Commercial/residential surveyor,Healthcare,Increasing,Moderate,128421.09,High School,17,7888,5148,15.18,60.19,Brazil,73.78
Early years teacher,Retail,Decreasing,Low,87082.9,Bachelor’s Degree,12,4783,7471,25.73,2.28,Canada,50.24
"Loss adjuster, chartered",Entertainment,Increasing,High,40869.08,High School,18,3832,9801,87.63,56.67,USA,21.2
"Teacher, early years/pre",Entertainment,Increasing,Low,112116.76,Associate Degree,15,3642,5699,10.82,36.92,Germany,55.07
Horticultural therapist,Retail,Increasing,High,132031.6,High School,10,2946,2680,43.76,64.22,Australia,74.36
"Scientist, clinical (histocompatibility and immunogenetics)",Education,Decreasing,Moderate,69692.64,PhD,5,4879,5144,77.62,74.43,China,46.87
"Surveyor, minerals",Transportation,Decreasing,High,102918.18,PhD,5,6203,2559,39.97,26.71,Germany,72.25
Banker,Retail,Decreasing,Low,100733.18,PhD,20,5299,4021,97.4,96.05,USA,48.01
Tourism officer,Entertainment,Increasing,Moderate,30848.77,High School,18,2720,9867,99.91,44.99,Canada,31.34
Musician,Manufacturing,Increasing,Low,92405.52,Associate Degree,13,5969,9711,20.47,24.48,USA,52.14
"Nurse, children's",Manufacturing,Decreasing,Low,51092.07,High School,18,5824,2800,95.66,6.9,USA,74.17
Risk analyst,Finance,Increasing,High,76268.86,Master’s Degree,19,4119,5787,10.76,84.59,Canada,42.51
Field seismologist,Education,Decreasing,Low,66736.09,High School,3,7797,8229,55.45,98.83,Australia,27.32
Dealer,IT,Increasing,Moderate,56144.57,High School,14,1952,812,57.43,12.89,Australia,50.6
Dance movement psychotherapist,Healthcare,Decreasing,High,84078.18,High School,1,1592,1157,42.3,32.69,India,33.59
English as a second language teacher,Transportation,Decreasing,High,57498.45,Associate Degree,17,8267,7547,47.5,85.49,China,51.54
Broadcast journalist,Manufacturing,Decreasing,Moderate,86385.43,High School,13,2867,6147,33.33,24.93,Canada,22.71
Industrial/product designer,Healthcare,Decreasing,Moderate,62034.57,Bachelor’s Degree,19,1392,2912,23.92,36.35,Germany,29.26
Architect,Manufacturing,Decreasing,High,83975.25,Associate Degree,8,6801,7366,45.72,46.83,UK,33.17
Biomedical engineer,Education,Increasing,Moderate,54270.5,PhD,0,9004,7598,72.83,84.49,Canada,41.57
Insurance claims handler,Healthcare,Decreasing,Low,112742.95,Bachelor’s Degree,11,9183,3547,6.93,36.59,Brazil,44.87
Chemical engineer,Transportation,Increasing,Moderate,86632.79,Bachelor’s Degree,18,6520,7807,8.67,14.35,China,21.87
Medical physicist,Transportation,Decreasing,Moderate,110573.78,Master’s Degree,4,9531,1587,21.24,66.17,Germany,41.7
Health service manager,Healthcare,Increasing,Moderate,83309.22,Associate Degree,1,3837,1355,51.34,38.83,India,70.27
Freight forwarder,Education,Decreasing,Low,37338.3,High School,3,310,5588,10.34,85.91,USA,24.24
Paramedic,Transportation,Increasing,Moderate,62249.15,Associate Degree,3,8901,339,8.31,45.75,Australia,56.29
Office manager,Manufacturing,Increasing,Low,82705.84,Master’s Degree,11,7909,6476,96.5,0.78,India,64.22
Historic buildings inspector/conservation officer,Retail,Decreasing,Moderate,41047.83,PhD,13,4677,465,48.14,72.88,Australia,29.76
Herpetologist,Manufacturing,Increasing,High,33393.65,Associate Degree,12,1880,4293,85.62,28.4,UK,43.82
Tree surgeon,Education,Increasing,Low,74167.97,PhD,15,6953,7420,36.69,90.15,UK,26.25
Chartered certified accountant,Transportation,Decreasing,Low,105362.17,Bachelor’s Degree,18,8909,741,21.44,90.82,UK,25.52
"Engineer, broadcasting (operations)",Education,Decreasing,Moderate,58138.11,Associate Degree,3,762,7150,52.68,67.59,Australia,55.7
Musician,Healthcare,Decreasing,Low,73298.93,PhD,18,4195,7893,41.53,64.43,UK,24.67
"Administrator, arts",Education,Increasing,Low,106443.49,High School,0,3839,3548,42.15,33.34,Brazil,64.96
Youth worker,Education,Increasing,Low,104765.78,Master’s Degree,11,993,148,9.08,13.36,India,64.09
Manufacturing systems engineer,Healthcare,Decreasing,Moderate,142582.86,Master’s Degree,1,6349,9048,79.07,55.23,UK,54.88
Recruitment consultant,Entertainment,Decreasing,High,83515.36,Bachelor’s Degree,10,3300,4044,29.35,73.86,Australia,53.67
"Engineer, civil (contracting)",Manufacturing,Increasing,Moderate,113756.06,Associate Degree,13,3400,1728,68.56,34.15,Canada,44.27
Civil Service administrator,Education,Increasing,High,91343.11,Bachelor’s Degree,19,3938,5108,76.1,15.65,China,53.69
Make,Transportation,Decreasing,Low,106343.33,High School,7,4313,9097,64.13,10.86,India,67.6
Database administrator,Transportation,Decreasing,High,53039.11,Bachelor’s Degree,15,4906,5008,16.74,90.13,Australia,61.61
Animator,IT,Decreasing,Low,145094.14,Associate Degree,16,630,6750,54.73,64.43,China,68.42
Psychotherapist,Finance,Increasing,High,112718.25,Bachelor’s Degree,14,8428,5163,29.69,39.66,Brazil,60.1
Sports development officer,Healthcare,Decreasing,Low,119385.52,PhD,12,289,185,25.19,18.53,UK,43.2
Ceramics designer,Healthcare,Increasing,Low,45363.89,Bachelor’s Degree,17,9191,4479,41.57,11.93,UK,30.71
"Designer, graphic",IT,Increasing,Moderate,143229.0,Bachelor’s Degree,2,5220,2581,32.94,1.08,Brazil,30.38
Field seismologist,Entertainment,Increasing,Low,50442.13,High School,16,8430,456,97.28,91.56,Australia,37.87
Ship broker,Retail,Increasing,Low,54143.1,High School,1,332,4987,65.48,74.02,Canada,21.29
Armed forces logistics/support/administrative officer,Transportation,Increasing,Moderate,132668.84,High School,3,3021,7230,52.73,35.31,Canada,65.45
Architectural technologist,Education,Decreasing,High,133951.69,High School,6,6907,6074,43.83,16.69,Canada,67.09
Photographer,Education,Increasing,Low,109143.4,Associate Degree,5,2583,180,95.63,56.57,China,68.38
Product manager,Healthcare,Decreasing,Low,135686.54,High School,18,2002,6329,64.98,79.82,India,38.14
Gaffer,Healthcare,Increasing,Moderate,83213.84,Associate Degree,11,522,4199,81.97,9.99,USA,52.01
Government social research officer,IT,Increasing,High,126185.17,PhD,18,7770,6634,28.73,9.66,Australia,49.52
Homeopath,IT,Increasing,Moderate,116896.03,PhD,13,1973,5084,79.69,28.45,China,29.84
Sports therapist,Entertainment,Increasing,Moderate,143865.35,High School,11,3139,8952,96.05,28.85,Canada,52.27
Pharmacologist,Education,Increasing,Moderate,89788.87,Associate Degree,0,3127,3701,72.77,74.2,USA,43.67
Drilling engineer,Retail,Decreasing,Low,31614.55,High School,18,6356,6858,16.63,2.76,Brazil,52.24
"Engineer, chemical",Education,Decreasing,High,33388.48,Bachelor’s Degree,10,9344,5609,84.98,88.67,USA,37.12
"Designer, jewellery",Entertainment,Decreasing,Moderate,65877.27,Master’s Degree,9,7708,3174,12.93,58.55,India,67.06
Photographer,Transportation,Increasing,Low,66589.3,Associate Degree,5,8944,3606,35.89,82.24,USA,39.03
Market researcher,Retail,Decreasing,Moderate,128277.96,Associate Degree,18,6778,2072,4.09,40.1,USA,56.44
Magazine journalist,IT,Decreasing,Low,119687.88,High School,17,3506,2565,15.2,55.36,Canada,79.04
Animal nutritionist,Entertainment,Increasing,High,63796.63,PhD,16,8049,8767,19.87,9.13,USA,48.34
"Engineer, manufacturing",Education,Increasing,Moderate,74525.37,Bachelor’s Degree,12,3248,1123,44.64,57.07,China,32.6
Tourist information centre manager,Retail,Decreasing,Low,41122.7,Associate Degree,12,4442,463,59.67,37.73,UK,30.66
Speech and language therapist,Manufacturing,Decreasing,Moderate,114561.05,Associate Degree,17,8828,4519,5.39,61.52,Canada,74.3
Recruitment consultant,Manufacturing,Increasing,Low,127755.65,High School,9,289,8660,14.68,44.98,Brazil,55.04
"Conservation officer, nature",Manufacturing,Decreasing,Low,104303.17,High School,5,2856,3242,87.06,95.25,China,48.45
"Teacher, early years/pre",Entertainment,Decreasing,Moderate,45604.0,High School,0,6374,8606,44.52,70.02,Brazil,64.23
Production manager,Manufacturing,Decreasing,High,139614.16,Bachelor’s Degree,2,5640,7172,82.04,76.37,China,42.39
Water quality scientist,Transportation,Decreasing,High,56947.93,Master’s Degree,1,4461,3913,33.36,53.31,China,20.93
Data scientist,Finance,Decreasing,High,39407.8,High School,1,2229,8620,89.59,79.14,Germany,53.98
Chief Marketing Officer,Transportation,Decreasing,Moderate,134078.94,Master’s Degree,13,3174,5334,58.81,85.1,India,44.44
Materials engineer,Education,Increasing,Moderate,148811.92,Associate Degree,7,4225,3049,67.0,4.21,India,51.74
"Accountant, chartered certified",Manufacturing,Increasing,Low,107612.42,Master’s Degree,9,6592,5150,98.43,92.55,USA,68.31
Musician,Transportation,Increasing,Low,136514.48,PhD,12,6210,2082,76.93,66.24,China,48.52
Herpetologist,Manufacturing,Decreasing,High,143790.69,Master’s Degree,13,6363,282,89.57,95.18,UK,72.54
"Nurse, children's",Transportation,Increasing,High,93739.54,Bachelor’s Degree,20,671,215,95.9,82.11,UK,72.73
Public house manager,Finance,Decreasing,Moderate,46337.11,High School,8,2195,8128,60.29,35.08,Canada,70.62
"Secretary, company",Healthcare,Increasing,Moderate,73896.17,PhD,7,2418,6506,49.57,86.61,Canada,47.8
"Social research officer, government",Healthcare,Increasing,High,124878.68,Bachelor’s Degree,17,5739,2766,51.05,7.3,Brazil,29.6
Ranger/warden,Entertainment,Increasing,Moderate,50889.64,Bachelor’s Degree,2,3278,6885,82.47,14.05,India,79.76
"Research officer, political party",Entertainment,Increasing,Moderate,59163.94,Master’s Degree,12,5781,2357,16.75,93.23,Brazil,34.28
Radio broadcast assistant,Healthcare,Decreasing,High,128898.08,Associate Degree,15,110,5146,1.42,83.31,Brazil,48.94
Artist,Entertainment,Decreasing,Low,53511.49,Bachelor’s Degree,14,1637,1051,81.14,45.5,China,77.61
Public relations officer,Manufacturing,Decreasing,High,31078.87,High School,14,2426,6860,94.29,10.57,Australia,63.64
Engineering geologist,Healthcare,Decreasing,High,34242.51,Bachelor’s Degree,0,8075,3519,98.53,3.62,Canada,23.71
Merchant navy officer,Manufacturing,Increasing,High,116412.7,High School,13,2687,5923,81.03,19.59,USA,36.74
Video editor,IT,Increasing,Moderate,131316.65,PhD,3,7491,4785,63.86,60.63,USA,41.8
Health and safety inspector,Finance,Decreasing,Low,106713.16,Associate Degree,9,3028,4887,57.37,63.6,Canada,32.16
Barrister,Entertainment,Decreasing,High,144715.48,PhD,7,6464,3487,29.65,52.43,India,44.52
Firefighter,Entertainment,Increasing,Moderate,56449.98,Associate Degree,17,1147,679,33.86,21.22,Germany,65.09
"Teacher, secondary school",Retail,Increasing,High,73374.22,High School,4,3419,1537,88.42,31.93,USA,22.47
"Teacher, early years/pre",Transportation,Increasing,Low,42617.04,High School,1,9871,2137,12.19,44.02,India,28.25
Quarry manager,Entertainment,Decreasing,Moderate,147897.42,High School,9,9733,3445,27.72,5.92,Brazil,72.81
Chartered management accountant,Entertainment,Decreasing,Low,99146.37,High School,6,375,9932,69.1,44.84,India,26.95
Commercial horticulturist,Education,Decreasing,High,70935.31,PhD,8,2920,7453,41.96,13.13,Canada,76.16
"Production designer, theatre/television/film",Manufacturing,Decreasing,Moderate,51543.59,Associate Degree,0,1149,5984,48.56,45.08,China,26.46
Art gallery manager,Finance,Decreasing,Moderate,45813.5,Master’s Degree,19,2929,929,42.52,78.48,India,20.61
"Programmer, systems",Healthcare,Decreasing,High,51078.05,High School,5,658,3273,17.65,6.61,UK,49.73
"Geneticist, molecular",IT,Decreasing,Moderate,77768.63,High School,20,9966,2864,96.38,2.89,Germany,73.67
Film/video editor,Education,Decreasing,High,142478.74,Master’s Degree,7,5667,1820,58.35,88.84,Australia,38.72
Fish farm manager,Entertainment,Decreasing,Moderate,56497.72,Bachelor’s Degree,4,1284,8287,50.1,84.71,India,66.34
Estate agent,Retail,Decreasing,Low,59439.3,Associate Degree,10,7332,9846,83.56,17.9,USA,57.62
"Doctor, hospital",Manufacturing,Decreasing,High,105356.7,Master’s Degree,9,9687,3303,70.77,70.38,Brazil,40.03
Tourism officer,Manufacturing,Decreasing,Moderate,109377.0,Bachelor’s Degree,15,6223,3525,7.47,27.45,Germany,31.78
Occupational psychologist,Manufacturing,Decreasing,Moderate,123773.43,Associate Degree,0,3504,6647,12.52,36.61,Canada,60.28
"Horticulturist, commercial",Manufacturing,Increasing,Low,35531.05,Master’s Degree,13,5013,6506,25.51,99.87,UK,28.01
"Programmer, multimedia",Entertainment,Decreasing,Moderate,57167.19,Bachelor’s Degree,0,6994,6761,90.17,63.02,Germany,40.41
Associate Professor,Finance,Increasing,High,49852.96,Master’s Degree,16,5006,2169,84.29,28.53,UK,49.69
Best boy,IT,Decreasing,Low,62770.01,High School,5,4720,9580,41.89,43.09,UK,66.03
Podiatrist,IT,Decreasing,High,32060.54,High School,8,1015,8746,33.98,81.07,UK,46.45
Customer service manager,Manufacturing,Decreasing,Low,137138.65,High School,10,7264,6616,59.55,28.44,Australia,60.27
"Engineer, drilling",Education,Increasing,Moderate,102986.3,PhD,6,4482,1329,50.15,84.03,UK,35.12
"Research officer, government",Finance,Decreasing,High,100035.86,Associate Degree,5,3406,975,74.45,33.0,Germany,41.92
Ranger/warden,Transportation,Increasing,Low,61779.21,PhD,18,5921,393,59.83,68.41,India,23.05
IT sales professional,IT,Decreasing,Low,128894.43,Associate Degree,2,6855,157,34.92,21.61,China,20.5
"Embryologist, clinical",Finance,Increasing,Moderate,91828.78,Bachelor’s Degree,5,8141,4266,30.16,58.04,USA,25.48
"Engineer, maintenance",Entertainment,Decreasing,Moderate,68621.33,Master’s Degree,18,8647,2890,51.88,59.78,UK,32.19
Mining engineer,Retail,Decreasing,High,54577.21,High School,18,9979,6874,92.23,20.09,USA,40.82
Lexicographer,Entertainment,Increasing,Low,122034.74,PhD,17,2172,7296,86.34,77.48,Brazil,34.41
Nutritional therapist,Transportation,Decreasing,High,53500.02,Associate Degree,1,824,4050,97.01,10.35,Germany,65.31
English as a foreign language teacher,Entertainment,Decreasing,Moderate,104052.31,Bachelor’s Degree,15,6715,7258,9.13,23.28,India,73.43
Proofreader,Education,Decreasing,Moderate,115654.32,High School,11,5702,3743,88.35,94.3,Brazil,71.2
"Accountant, chartered public finance",Retail,Decreasing,Moderate,99643.76,PhD,19,6562,3850,29.07,24.43,Brazil,51.71
Energy manager,Transportation,Increasing,Low,67078.35,Bachelor’s Degree,14,8639,1630,2.22,45.98,Germany,37.67
Insurance account manager,Retail,Increasing,Low,134603.26,Master’s Degree,8,9438,5228,95.23,8.46,Brazil,71.48
Chiropractor,Education,Increasing,Low,94403.58,Bachelor’s Degree,18,9519,3668,96.6,50.5,China,61.65
Counselling psychologist,Education,Decreasing,Low,145149.87,Bachelor’s Degree,17,3316,783,30.29,60.51,UK,42.6
Advertising art director,Healthcare,Increasing,Moderate,128667.57,High School,6,907,9649,77.51,62.74,Brazil,79.39
"Engineer, maintenance",Entertainment,Increasing,Moderate,53936.4,Bachelor’s Degree,12,700,8809,65.51,99.21,India,73.63
Dance movement psychotherapist,Education,Increasing,Moderate,34740.15,PhD,3,1717,4809,56.83,71.65,Germany,57.42
Environmental education officer,Finance,Increasing,Moderate,81128.37,Associate Degree,15,2676,7190,89.13,87.22,India,55.87
Minerals surveyor,IT,Increasing,Moderate,147918.41,Master’s Degree,14,4295,3529,10.6,18.76,Canada,52.06
Sports development officer,Education,Decreasing,Moderate,132097.22,High School,19,4837,2021,3.42,0.0,UK,21.8
Broadcast engineer,Manufacturing,Decreasing,High,32730.36,High School,8,1850,1957,60.76,29.91,Australia,39.38
Public relations officer,IT,Increasing,Low,93560.89,Bachelor’s Degree,7,4216,291,70.74,4.88,India,38.34
Facilities manager,Transportation,Decreasing,Low,88431.0,PhD,1,9570,9034,0.03,10.18,Brazil,54.66
Higher education careers adviser,IT,Increasing,Low,101491.69,Master’s Degree,14,8665,3086,54.77,69.77,India,76.63
"Conservation officer, nature",Finance,Decreasing,Moderate,73955.87,PhD,7,308,7408,13.89,24.96,Australia,70.52
Psychiatrist,Transportation,Decreasing,Low,141613.01,High School,13,584,4128,94.69,82.04,Brazil,49.42
Medical laboratory scientific officer,Transportation,Increasing,Low,133240.67,Master’s Degree,9,2639,3655,99.19,36.79,Brazil,34.13
Armed forces training and education officer,Transportation,Increasing,High,67652.3,Bachelor’s Degree,14,8310,221,91.25,83.67,Germany,22.16
Technical sales engineer,Transportation,Increasing,Low,114426.05,PhD,14,3455,2674,71.24,73.72,UK,58.15
Manufacturing engineer,Manufacturing,Increasing,Moderate,116116.11,High School,6,9641,7657,1.53,25.55,UK,65.28
"Sound technician, broadcasting/film/video",Healthcare,Increasing,Low,130733.65,Master’s Degree,8,3578,5324,74.99,99.53,Canada,35.36
"Scientist, research (medical)",IT,Decreasing,High,102323.25,Bachelor’s Degree,18,422,8114,25.07,98.91,Australia,59.86
Emergency planning/management officer,IT,Decreasing,High,73779.9,High School,18,7662,6942,55.8,55.64,Brazil,48.84
Site engineer,Transportation,Decreasing,High,53179.03,High School,3,5128,3881,46.89,25.54,Brazil,68.1
"Surveyor, insurance",Education,Increasing,High,47123.78,Bachelor’s Degree,16,5125,4315,37.64,78.25,India,31.31
Database administrator,Education,Increasing,Low,67628.82,High School,6,2403,3805,78.83,68.91,USA,59.3
"Designer, multimedia",Entertainment,Decreasing,High,108065.43,High School,14,3776,1113,82.15,72.93,UK,56.08
Film/video editor,Education,Decreasing,Moderate,126250.0,Bachelor’s Degree,3,3943,1897,61.87,39.69,UK,54.18
"Engineer, manufacturing",Retail,Decreasing,Low,143237.92,Bachelor’s Degree,12,1191,5624,1.79,10.33,UK,43.03
Art gallery manager,Manufacturing,Decreasing,Low,92414.4,PhD,3,9909,5471,41.67,76.35,Australia,29.5
Museum/gallery exhibitions officer,Education,Increasing,Low,146242.24,PhD,19,1116,7765,36.21,67.88,USA,44.66
Civil Service administrator,Transportation,Decreasing,Low,45689.52,PhD,4,9737,6691,9.53,44.17,Canada,74.19
Warden/ranger,Healthcare,Decreasing,Moderate,106923.74,Bachelor’s Degree,14,1312,6323,15.85,24.04,Germany,21.29
Fine artist,Education,Increasing,High,55742.49,Bachelor’s Degree,17,8504,6784,88.82,69.13,Canada,43.53
Community arts worker,Education,Decreasing,High,61143.93,PhD,3,143,8740,94.44,97.6,Australia,78.68
"Scientist, marine",Education,Increasing,High,128776.43,Bachelor’s Degree,11,4532,1192,77.56,1.77,USA,41.92
"Education officer, museum",Entertainment,Decreasing,High,96111.05,Master’s Degree,15,1340,931,88.2,0.09,China,45.46
Primary school teacher,Manufacturing,Increasing,Low,146679.31,Associate Degree,14,6852,9178,48.83,6.9,USA,61.98
Environmental consultant,Retail,Increasing,Moderate,85943.06,Bachelor’s Degree,13,7581,3840,16.05,70.47,UK,60.64
Sports administrator,IT,Increasing,Moderate,58162.24,Bachelor’s Degree,11,594,6666,97.15,13.15,Canada,45.28
Retail buyer,Entertainment,Decreasing,High,132569.64,PhD,15,4243,8059,88.14,63.09,Canada,49.11
"Engineer, communications",Healthcare,Decreasing,Low,100035.75,Master’s Degree,18,9601,5165,83.95,0.13,India,72.37
Biomedical engineer,Healthcare,Increasing,Low,89440.77,Bachelor’s Degree,17,1281,6290,39.58,83.86,Australia,55.28
"Surveyor, quantity",Transportation,Increasing,High,58397.74,Associate Degree,6,9983,7682,33.51,97.15,Germany,56.84
Data processing manager,Retail,Increasing,Moderate,143796.92,Bachelor’s Degree,14,1110,5400,45.76,72.45,Australia,59.87
Visual merchandiser,Healthcare,Decreasing,Moderate,58549.17,Associate Degree,10,5824,2582,93.79,71.07,Canada,69.07
"Programmer, applications",Healthcare,Increasing,High,120885.06,PhD,14,7346,8097,6.65,66.21,USA,34.29
Agricultural consultant,Manufacturing,Decreasing,Moderate,39114.9,Bachelor’s Degree,1,2878,1004,20.93,97.91,UK,48.91
"Surveyor, land/geomatics",Education,Increasing,High,131445.59,Bachelor’s Degree,18,6011,6199,54.42,82.14,India,69.85
Medical sales representative,IT,Increasing,Moderate,139571.48,Bachelor’s Degree,18,1709,5900,90.64,45.88,USA,65.73
"Surveyor, insurance",Entertainment,Increasing,Moderate,81973.9,High School,0,416,5322,95.09,66.6,USA,44.49
Trading standards officer,IT,Increasing,High,55916.1,High School,12,5368,3398,80.99,76.21,India,20.14
Risk analyst,Transportation,Decreasing,High,105100.13,Master’s Degree,1,8705,1964,66.66,41.63,USA,55.34
"Pharmacist, hospital",Healthcare,Increasing,Moderate,59179.04,High School,5,3271,3237,54.31,15.83,UK,74.45
Social researcher,Healthcare,Decreasing,Moderate,54707.46,Bachelor’s Degree,1,3767,1049,15.71,54.28,Brazil,57.69
"Editor, commissioning",Retail,Increasing,Low,112029.2,High School,18,6661,1466,23.83,78.21,USA,58.25
Insurance broker,Manufacturing,Decreasing,Low,62680.15,Master’s Degree,5,7199,8853,36.03,71.61,USA,44.49
Speech and language therapist,Transportation,Increasing,Moderate,122057.49,Bachelor’s Degree,10,8500,1192,40.57,85.65,UK,74.79
"Geologist, wellsite",Entertainment,Increasing,Low,72130.84,Associate Degree,6,2889,7343,23.73,10.93,Australia,22.03
Quantity surveyor,Entertainment,Increasing,Low,51794.44,Bachelor’s Degree,20,3223,693,21.67,72.1,India,77.93
Fitness centre manager,Finance,Decreasing,High,103735.69,High School,16,7717,6747,40.53,82.98,Canada,62.14
Public house manager,Finance,Increasing,Low,122828.29,Associate Degree,14,1841,4396,34.0,45.96,China,31.71
Fitness centre manager,Transportation,Increasing,Moderate,56892.14,High School,6,6982,446,59.19,22.03,Brazil,61.52
Legal secretary,Entertainment,Decreasing,Moderate,64936.07,Associate Degree,9,5327,6046,56.63,36.36,USA,38.37
Land,Manufacturing,Increasing,High,145556.35,PhD,12,6916,3043,16.32,56.18,China,61.03
"Geologist, engineering",Transportation,Increasing,Low,94475.47,High School,13,1984,5181,13.32,68.71,Canada,27.43
Community development worker,IT,Increasing,Moderate,67522.28,PhD,4,5500,7428,93.2,76.54,UK,69.44
Health and safety adviser,Entertainment,Decreasing,High,92828.1,Master’s Degree,1,3007,5674,50.86,49.72,USA,61.85
Production engineer,Education,Decreasing,High,91537.1,Bachelor’s Degree,4,1097,1739,96.47,80.98,China,54.87
Marketing executive,IT,Decreasing,Low,64213.58,Master’s Degree,10,3367,2943,91.41,67.33,UK,38.75
Telecommunications researcher,IT,Decreasing,Low,100644.59,Associate Degree,1,7936,5142,50.11,46.36,Australia,56.97
Medical illustrator,Manufacturing,Increasing,Moderate,38662.87,Master’s Degree,15,5714,5142,79.6,5.17,Germany,24.35
Town planner,Education,Decreasing,High,129609.84,Bachelor’s Degree,5,6274,646,49.52,9.13,India,26.24
Geographical information systems officer,Transportation,Decreasing,Moderate,89246.35,PhD,19,9012,7178,45.85,70.61,Australia,43.52
"Nurse, adult",Education,Decreasing,High,67342.45,High School,17,4308,3861,98.08,78.98,Australia,63.48
Advice worker,Retail,Decreasing,Moderate,86821.51,PhD,11,7325,6513,69.85,41.76,Brazil,72.0
Higher education lecturer,Manufacturing,Decreasing,High,137679.89,High School,8,1764,7728,69.0,30.14,UK,42.29
Landscape architect,Transportation,Increasing,Moderate,96880.31,Bachelor’s Degree,0,8560,4500,73.1,52.29,USA,77.61
"Engineer, biomedical",Manufacturing,Decreasing,Low,96973.48,Associate Degree,9,1261,3274,20.71,87.84,UK,47.18
Hydrogeologist,Transportation,Increasing,Low,106907.88,High School,8,1573,2520,48.33,12.88,Canada,36.03
Communications engineer,Transportation,Decreasing,Moderate,43887.3,Bachelor’s Degree,4,7861,1663,99.94,36.69,UK,30.49
Site engineer,Entertainment,Decreasing,High,80602.25,Bachelor’s Degree,15,6160,7810,3.84,97.14,UK,61.45
Dancer,Healthcare,Increasing,Low,104083.41,PhD,9,9237,8221,19.49,62.22,China,58.46
Counsellor,Manufacturing,Increasing,Low,51885.46,Bachelor’s Degree,19,1922,8375,26.87,47.32,India,52.13
Pension scheme manager,Manufacturing,Increasing,Low,65886.9,Associate Degree,18,8105,9373,54.09,60.91,India,36.11
Farm manager,Finance,Increasing,Moderate,126053.99,Master’s Degree,14,5201,7157,1.49,18.85,Brazil,53.7
Adult guidance worker,Healthcare,Increasing,Moderate,80783.68,PhD,3,1035,5944,7.67,54.59,USA,73.59
Financial planner,Finance,Increasing,Low,145838.19,Master’s Degree,8,3747,7955,34.11,70.19,UK,77.32
Conference centre manager,Finance,Increasing,High,113447.12,Associate Degree,0,6532,8385,13.15,93.83,China,45.8
Marketing executive,Education,Increasing,Low,115641.43,High School,16,2914,1696,65.25,0.22,Brazil,24.91
Contractor,Manufacturing,Increasing,Moderate,82312.21,Bachelor’s Degree,17,572,5821,18.88,7.58,Germany,66.41
Records manager,Finance,Decreasing,Low,54122.73,High School,2,3398,3488,29.99,89.47,Germany,41.79
Civil Service administrator,Manufacturing,Decreasing,Moderate,141032.76,High School,16,2593,946,63.34,24.27,UK,45.68
Hydrogeologist,Manufacturing,Increasing,Moderate,49943.37,Associate Degree,5,399,4373,1.3,89.88,USA,25.62
Historic buildings inspector/conservation officer,Finance,Decreasing,Low,57256.16,Associate Degree,17,7347,3185,33.11,24.26,Australia,37.67
Product designer,Manufacturing,Increasing,High,49013.55,Master’s Degree,3,9373,6861,54.82,16.41,Canada,73.68
"Horticulturist, commercial",Entertainment,Decreasing,Low,83146.88,Associate Degree,9,9576,5285,8.15,19.86,Brazil,76.42
Land/geomatics surveyor,Education,Decreasing,Low,88373.72,Associate Degree,16,2911,664,62.77,97.61,Brazil,54.11
Hydrologist,Education,Decreasing,Low,41085.79,High School,7,1739,3082,8.65,22.49,China,46.68
Audiological scientist,Manufacturing,Decreasing,High,37875.52,Bachelor’s Degree,0,505,9801,34.75,34.81,Australia,50.28
Housing manager/officer,IT,Increasing,Low,51251.33,Bachelor’s Degree,2,3323,4631,44.41,50.32,USA,56.0
Corporate investment banker,Entertainment,Increasing,Moderate,86936.76,Associate Degree,20,8608,4103,79.59,16.45,China,58.37
"Chemist, analytical",Healthcare,Decreasing,Low,86871.83,PhD,1,8683,8187,8.78,82.37,UK,57.76
Ergonomist,Healthcare,Decreasing,Low,41292.43,PhD,10,1325,8561,39.63,94.6,India,54.4
Recruitment consultant,IT,Decreasing,Moderate,34438.13,Associate Degree,1,5248,4013,8.77,75.41,China,74.41
"Psychologist, occupational",Finance,Increasing,High,83877.95,High School,13,6206,2175,94.57,14.35,UK,44.58
"Engineer, site",Transportation,Decreasing,High,145874.97,Associate Degree,7,4723,1000,93.19,94.68,Canada,20.28
"Civil engineer, consulting",Manufacturing,Decreasing,Low,65568.84,Bachelor’s Degree,20,1198,8349,4.7,75.14,India,34.98
Mudlogger,Healthcare,Increasing,High,33757.97,Bachelor’s Degree,7,7796,2625,41.48,13.75,Brazil,47.88
Site engineer,Transportation,Increasing,High,66464.94,PhD,8,5335,6298,9.06,98.19,USA,29.95
Theatre stage manager,IT,Decreasing,Low,49654.29,Bachelor’s Degree,0,4725,5958,77.67,46.64,India,58.4
Publishing rights manager,Transportation,Increasing,High,34886.32,Bachelor’s Degree,3,4801,6342,58.42,31.73,Germany,38.79
Mental health nurse,Transportation,Decreasing,High,46023.47,High School,11,8070,1217,43.21,25.48,Germany,79.43
Facilities manager,IT,Increasing,High,85650.02,Master’s Degree,1,9995,4148,15.97,56.88,Brazil,27.35
Aid worker,Manufacturing,Decreasing,Low,141440.47,PhD,17,8295,3834,62.93,81.02,Germany,78.89
"Accountant, chartered",Healthcare,Decreasing,Low,96540.52,Associate Degree,9,4527,6207,88.99,72.85,Brazil,74.93
"Psychotherapist, child",Finance,Decreasing,High,118114.81,High School,9,119,1937,64.28,28.62,India,38.81
Materials engineer,Manufacturing,Increasing,Low,43744.54,Associate Degree,0,4589,3768,29.2,79.82,USA,71.08
Administrator,Manufacturing,Increasing,Moderate,133551.57,Master’s Degree,14,3411,513,39.28,88.96,China,57.18
Air traffic controller,IT,Decreasing,High,37967.65,Bachelor’s Degree,3,2804,2151,74.56,31.89,China,63.65
Consulting civil engineer,Entertainment,Decreasing,Low,94443.08,PhD,2,422,6912,24.11,54.96,Germany,30.95
Financial adviser,Entertainment,Decreasing,Moderate,109688.94,Master’s Degree,9,7607,8504,17.03,75.86,Germany,70.46
"Designer, television/film set",Retail,Decreasing,Moderate,45317.59,PhD,15,9695,363,89.28,94.74,Brazil,69.04
Theatre stage manager,Finance,Increasing,Moderate,102601.33,High School,17,3366,1279,12.16,58.03,India,54.44
"Engineer, civil (contracting)",Healthcare,Decreasing,High,66511.62,Master’s Degree,9,3342,6000,55.14,79.8,Canada,27.73
"Designer, interior/spatial",IT,Increasing,Moderate,84893.88,Master’s Degree,6,118,1538,24.71,30.59,USA,53.93
"Designer, television/film set",IT,Decreasing,High,113286.59,Bachelor’s Degree,3,6057,8325,6.53,32.36,Canada,35.7
Estate agent,Manufacturing,Decreasing,Moderate,75559.92,Associate Degree,17,8747,6332,12.45,14.88,Canada,61.4
Civil Service fast streamer,IT,Increasing,Low,39613.3,Associate Degree,9,147,5434,83.63,72.45,USA,43.98
Osteopath,Manufacturing,Decreasing,Moderate,90755.23,High School,16,7298,1145,48.16,88.9,Germany,61.2
"Surveyor, planning and development",Finance,Decreasing,Moderate,148998.13,High School,10,6074,2028,11.75,52.77,Australia,53.01
"Engineer, production",Transportation,Decreasing,High,148118.06,PhD,2,7627,3615,22.7,25.22,UK,39.14
Psychotherapist,Healthcare,Decreasing,Low,56348.52,Master’s Degree,3,9766,8745,8.66,89.42,Canada,61.63
"Geneticist, molecular",Transportation,Decreasing,Low,108832.38,Master’s Degree,20,4820,310,82.18,95.53,Australia,49.85
Further education lecturer,Retail,Increasing,Low,32577.33,Associate Degree,13,7148,3272,0.38,48.9,Australia,55.44
Special educational needs teacher,Retail,Decreasing,High,145857.32,PhD,3,1765,6849,34.8,82.73,China,64.82
Sales promotion account executive,Transportation,Decreasing,Low,149980.6,Associate Degree,8,9171,8947,59.23,78.27,Germany,31.87
Surgeon,IT,Decreasing,Moderate,83718.89,Associate Degree,5,7101,2451,83.17,78.6,Canada,35.69
Public affairs consultant,Education,Decreasing,High,121292.07,Master’s Degree,8,7098,5668,46.67,97.18,Canada,28.47
Photographer,Manufacturing,Increasing,High,134073.79,Associate Degree,11,4389,6423,18.72,32.28,Germany,24.64
Quantity surveyor,IT,Decreasing,High,102244.0,Master’s Degree,14,5553,1258,69.33,97.47,Australia,70.11
Police officer,Education,Decreasing,Moderate,61117.93,Associate Degree,16,8547,1172,13.18,30.55,China,50.07
"Administrator, arts",Transportation,Increasing,Moderate,80382.78,Master’s Degree,10,8906,9375,84.35,75.84,China,33.96
Waste management officer,Transportation,Increasing,Moderate,119177.67,High School,10,673,3154,89.05,80.71,Germany,31.73
Insurance claims handler,Education,Decreasing,Moderate,76156.63,Associate Degree,14,3668,523,7.49,89.03,India,29.71
Media planner,Education,Increasing,Low,101472.52,PhD,5,2894,584,18.22,64.46,China,55.99
Solicitor,Manufacturing,Decreasing,Moderate,51396.55,High School,0,7314,2192,64.61,10.56,Brazil,78.62
Scientific laboratory technician,IT,Decreasing,Low,127522.25,High School,8,5634,4282,73.54,59.66,Australia,68.09
Bookseller,Education,Decreasing,High,116179.77,High School,19,5924,5904,87.09,50.25,USA,21.63
Research scientist (physical sciences),IT,Increasing,Low,67739.89,Bachelor’s Degree,4,9171,8760,51.27,24.01,Brazil,42.22
Research scientist (medical),Retail,Decreasing,High,61432.39,Bachelor’s Degree,11,1017,5551,40.27,70.86,China,47.6
Optometrist,Transportation,Decreasing,Low,86169.11,Associate Degree,2,8928,9980,20.58,36.35,Canada,27.78
Actuary,Manufacturing,Decreasing,Moderate,64287.99,Bachelor’s Degree,11,1097,1584,45.89,83.42,Australia,57.54
Commercial art gallery manager,Education,Decreasing,Moderate,108036.98,PhD,20,158,6312,41.28,36.0,USA,65.4
"Engineer, communications",Manufacturing,Increasing,High,94926.57,PhD,9,761,2456,2.21,49.45,UK,28.69
"Engineer, electronics",Finance,Decreasing,High,74551.51,PhD,2,2433,1820,58.14,55.88,India,70.24
Sports development officer,Healthcare,Increasing,Low,63733.94,Bachelor’s Degree,4,7257,2808,65.7,34.34,India,46.64
Scientific laboratory technician,Transportation,Decreasing,Moderate,102281.85,Associate Degree,2,3882,4224,50.38,17.4,Australia,70.4
"Psychotherapist, child",Finance,Decreasing,Low,41958.82,PhD,10,4608,749,51.46,73.99,Australia,47.26
"Psychologist, clinical",Healthcare,Decreasing,Low,70493.06,Bachelor’s Degree,4,4762,3846,77.84,60.31,India,69.65
Commercial horticulturist,IT,Increasing,Moderate,95240.03,Bachelor’s Degree,2,3378,6443,7.47,47.13,Canada,24.61
"Therapist, speech and language",Transportation,Decreasing,Moderate,72828.68,PhD,8,9890,8352,47.22,0.55,India,67.55
Accounting technician,Transportation,Decreasing,High,69960.37,Associate Degree,1,9785,9378,2.86,31.5,Germany,66.23
"Accountant, chartered management",Entertainment,Increasing,Low,50630.69,Master’s Degree,2,978,7327,5.13,43.16,Canada,37.9
"Administrator, Civil Service",Education,Increasing,Low,71900.06,Associate Degree,12,784,6738,4.82,69.3,Canada,25.94
"Accountant, chartered public finance",Manufacturing,Increasing,Moderate,40930.74,PhD,3,8859,882,8.59,63.91,USA,48.11
Television camera operator,Finance,Increasing,Moderate,66638.67,Master’s Degree,9,1795,7187,8.9,27.22,India,34.55
Geoscientist,Transportation,Decreasing,Low,60286.24,Bachelor’s Degree,8,268,8038,72.13,27.5,Germany,54.69
"Therapist, music",Transportation,Increasing,Low,139315.38,Master’s Degree,5,8617,6247,6.25,55.83,China,29.66
Market researcher,Healthcare,Decreasing,High,92592.68,Master’s Degree,19,2311,7853,61.06,95.79,China,72.98
Management consultant,Retail,Decreasing,Low,101372.77,Bachelor’s Degree,17,5019,6908,17.4,85.73,Canada,68.24
"Psychotherapist, child",Entertainment,Decreasing,High,55267.84,PhD,16,1455,4339,69.87,74.39,UK,54.16
Media planner,Healthcare,Increasing,Low,31717.49,PhD,12,3336,2199,90.53,17.15,Brazil,75.2
"Clinical scientist, histocompatibility and immunogenetics",Retail,Decreasing,Moderate,126575.05,Master’s Degree,2,1343,7028,98.7,15.53,Australia,46.42
Prison officer,Healthcare,Decreasing,Moderate,118167.27,High School,0,3888,5741,48.13,65.2,UK,54.1
Manufacturing engineer,Education,Increasing,Low,116855.32,Associate Degree,18,3733,8727,78.17,15.89,Canada,27.95
Dramatherapist,Finance,Increasing,High,92668.35,High School,13,5623,4433,44.36,7.38,Australia,31.56
"Designer, textile",Manufacturing,Increasing,Moderate,109255.24,High School,4,4579,4344,9.74,9.08,UK,59.58
Market researcher,IT,Decreasing,Moderate,31982.74,Bachelor’s Degree,6,209,8306,97.0,87.45,Canada,25.9
Cabin crew,Retail,Decreasing,High,86509.69,High School,2,9692,3630,44.35,99.67,USA,27.83
Environmental health practitioner,Education,Decreasing,Low,78014.83,Master’s Degree,7,3504,2768,18.16,74.39,India,64.0
Clinical cytogeneticist,Education,Increasing,Moderate,108680.29,Associate Degree,15,6097,1335,17.22,56.84,Germany,38.51
Barista,Finance,Increasing,High,61661.7,PhD,20,6675,9829,61.8,16.15,Australia,47.2
Outdoor activities/education manager,Transportation,Decreasing,Low,126795.85,PhD,16,8446,817,68.7,7.86,Canada,54.74
Orthoptist,Manufacturing,Increasing,Moderate,63344.38,Bachelor’s Degree,19,2231,7204,88.98,68.01,Canada,67.44
Medical secretary,Transportation,Increasing,High,39870.52,PhD,15,824,4246,60.88,68.47,UK,56.58
Travel agency manager,Education,Increasing,High,135763.9,Master’s Degree,6,3496,3847,76.78,36.17,Canada,50.8
Commercial horticulturist,Manufacturing,Decreasing,Moderate,66168.78,Associate Degree,8,6059,3363,0.43,15.31,Brazil,31.09
"Designer, textile",Finance,Decreasing,High,146199.24,High School,10,2526,1092,55.3,75.39,USA,51.67
"Therapist, speech and language",Healthcare,Increasing,High,69969.4,PhD,3,6158,9884,43.03,44.72,Germany,43.66
Public house manager,Entertainment,Decreasing,Moderate,60312.73,High School,15,8665,5092,42.68,79.27,UK,31.28
Building services engineer,Retail,Decreasing,Moderate,71397.4,Master’s Degree,20,3798,9415,18.12,77.51,UK,63.1
"Surveyor, land/geomatics",Transportation,Increasing,High,121523.96,PhD,17,4867,5364,99.84,93.14,India,56.46
Applications developer,Transportation,Decreasing,High,145423.47,Bachelor’s Degree,16,6351,3982,1.81,80.19,Brazil,54.87
"Pilot, airline",Manufacturing,Increasing,Moderate,54336.88,PhD,8,5331,1406,77.76,13.72,USA,21.83
Psychiatric nurse,Transportation,Decreasing,Low,51931.95,Bachelor’s Degree,13,8398,7418,48.29,2.06,Australia,63.77
Banker,Finance,Decreasing,Low,98775.71,High School,10,4392,2111,3.45,64.65,China,32.24
Quantity surveyor,Manufacturing,Increasing,Low,39917.38,Master’s Degree,11,2959,2340,82.55,35.69,UK,21.78
Sales executive,Transportation,Increasing,High,45417.34,Master’s Degree,20,4658,4119,1.28,70.34,India,23.79
Agricultural consultant,Entertainment,Increasing,High,142823.89,Associate Degree,14,2487,404,54.08,23.45,Australia,72.54
Psychiatrist,Healthcare,Decreasing,Moderate,111813.64,High School,6,7920,7844,46.05,74.58,Canada,45.59
Quality manager,Education,Decreasing,Low,73586.89,PhD,17,8630,5485,48.52,82.36,Canada,32.2
"Accountant, chartered public finance",Transportation,Decreasing,Moderate,87462.77,Master’s Degree,17,9076,1575,53.47,23.82,Germany,30.52
Chiropractor,Transportation,Increasing,Moderate,62833.01,High School,18,3626,1354,5.64,42.64,Canada,41.76
Forest/woodland manager,Manufacturing,Decreasing,Moderate,45388.62,PhD,4,532,1030,32.51,37.06,Germany,46.81
Neurosurgeon,Finance,Increasing,Moderate,141250.02,Master’s Degree,11,788,366,94.78,53.74,Brazil,20.64
Trading standards officer,Education,Decreasing,Low,127884.14,Associate Degree,2,7820,350,50.98,42.26,UK,38.36
Chief of Staff,Retail,Decreasing,Moderate,108098.75,Master’s Degree,6,6971,3518,32.74,0.27,USA,51.85
Quantity surveyor,Healthcare,Decreasing,Moderate,149634.2,Associate Degree,2,1839,3324,14.85,96.93,USA,20.96
Arts development officer,Healthcare,Decreasing,Low,50024.52,PhD,2,1936,2598,87.73,26.12,India,47.52
Waste management officer,Transportation,Increasing,Low,89258.13,Associate Degree,3,6204,3098,62.32,67.88,Canada,20.91
Hydrographic surveyor,Entertainment,Decreasing,Moderate,66203.36,PhD,19,9592,2394,63.07,89.87,Canada,42.51
Bonds trader,Education,Decreasing,Low,138381.46,Bachelor’s Degree,13,6388,103,36.65,35.5,Australia,28.41
Health service manager,IT,Increasing,Moderate,100244.08,PhD,0,6328,4938,97.38,1.84,Brazil,40.0
Geophysicist/field seismologist,Education,Increasing,High,68631.02,Associate Degree,2,7301,3766,71.77,2.28,USA,55.6
Energy engineer,Entertainment,Decreasing,High,44746.34,PhD,4,5198,6551,65.21,73.97,Germany,31.98
"Engineer, control and instrumentation",Transportation,Increasing,Low,126246.94,High School,15,9605,819,56.92,34.11,Brazil,69.58
"Psychologist, prison and probation services",Manufacturing,Increasing,Low,122618.21,Associate Degree,14,1236,2298,6.23,16.0,Canada,30.44
Insurance broker,Transportation,Increasing,Low,141617.51,High School,15,1847,567,48.05,5.26,UK,76.19
"Accountant, chartered certified",Finance,Decreasing,Low,104464.36,High School,20,857,6610,84.35,49.12,Brazil,21.13
Plant breeder/geneticist,Transportation,Increasing,High,84065.31,Bachelor’s Degree,4,9323,709,61.48,95.67,Australia,53.59
"Engineer, building services",Transportation,Increasing,Low,129434.68,Bachelor’s Degree,2,2372,4005,88.96,4.46,Australia,23.08
Catering manager,IT,Increasing,Low,77924.76,Master’s Degree,15,2306,9464,13.65,86.66,Canada,57.14
"Administrator, sports",Healthcare,Decreasing,High,96456.68,Master’s Degree,16,974,8909,18.38,35.04,Canada,70.97
"Engineer, civil (consulting)",Manufacturing,Increasing,Moderate,67235.48,Bachelor’s Degree,2,3665,4376,50.17,99.45,India,58.01
"Horticulturist, commercial",Retail,Decreasing,Low,76105.0,Associate Degree,20,3716,4212,1.49,58.68,Australia,57.53
Pension scheme manager,Entertainment,Increasing,High,143384.21,Bachelor’s Degree,16,6167,5885,71.99,97.74,Canada,75.83
Curator,Healthcare,Decreasing,High,132930.58,Bachelor’s Degree,15,7873,5260,18.49,10.46,China,27.06
Physiological scientist,IT,Decreasing,Moderate,33514.6,High School,10,7776,4299,99.93,37.69,Brazil,36.91
Television/film/video producer,Manufacturing,Increasing,Moderate,79897.37,High School,10,9889,8440,43.24,72.01,USA,39.74
"Conservation officer, historic buildings",Entertainment,Decreasing,High,69838.63,Associate Degree,12,7948,5378,77.83,43.3,China,53.01
Chief of Staff,Finance,Increasing,Moderate,133583.23,High School,11,6887,9913,9.9,87.87,USA,43.46
Air traffic controller,Healthcare,Decreasing,High,133087.04,PhD,0,207,3320,64.07,19.58,USA,64.58
"Engineer, chemical",Education,Increasing,Low,143026.73,Master’s Degree,1,9524,5155,81.77,59.67,UK,31.74
Brewing technologist,Entertainment,Increasing,Moderate,78650.85,PhD,3,8818,7503,12.17,78.37,USA,28.49
"Clinical scientist, histocompatibility and immunogenetics",Transportation,Decreasing,Moderate,105010.46,High School,2,5099,9254,54.12,89.2,UK,69.04
Midwife,Healthcare,Decreasing,Low,45152.78,Master’s Degree,10,9921,6518,19.35,12.67,India,78.16
"Therapist, sports",Finance,Decreasing,Low,71885.68,Associate Degree,1,3601,6147,56.18,72.79,India,24.39
"Therapist, nutritional",Manufacturing,Increasing,Low,92600.42,High School,6,7390,6346,18.31,73.6,UK,46.81
"Psychologist, sport and exercise",Manufacturing,Decreasing,High,50543.84,Master’s Degree,17,881,4153,92.45,64.57,UK,66.1
"Biochemist, clinical",Manufacturing,Decreasing,Low,121884.66,Bachelor’s Degree,16,3193,5740,29.79,70.68,USA,24.91
Exhibition designer,Transportation,Increasing,Low,50951.45,Master’s Degree,3,7322,3582,61.33,67.52,Germany,72.19
Psychiatric nurse,Education,Decreasing,Moderate,87764.26,Master’s Degree,18,2058,9014,5.09,79.24,Brazil,31.89
Data scientist,Education,Decreasing,Moderate,87180.18,Associate Degree,20,6264,5747,94.59,50.8,India,74.85
Insurance risk surveyor,IT,Increasing,Low,108029.33,High School,9,7310,7396,88.96,91.4,USA,51.91
"Nurse, learning disability",Healthcare,Increasing,Moderate,129696.25,Master’s Degree,14,825,5675,70.41,94.7,UK,30.5
Drilling engineer,Healthcare,Decreasing,High,36334.57,PhD,20,1186,812,60.28,38.14,Australia,21.84
Consulting civil engineer,IT,Decreasing,Low,67993.95,High School,12,4111,442,1.89,66.71,Germany,24.11
Community development worker,Finance,Increasing,High,117780.04,Associate Degree,19,1797,6532,1.59,16.95,China,57.21
"Pharmacist, community",Education,Decreasing,High,79761.3,Master’s Degree,19,8439,1518,0.09,7.42,Brazil,57.08
Educational psychologist,Retail,Increasing,High,59388.17,Bachelor’s Degree,8,5220,3472,99.16,40.18,Canada,61.68
"Solicitor, Scotland",IT,Increasing,High,117982.52,Associate Degree,8,8394,8632,26.17,72.76,Australia,75.27
Physiotherapist,Manufacturing,Decreasing,Low,72117.44,Bachelor’s Degree,5,4010,729,76.41,12.69,Canada,47.31
Commercial horticulturist,Healthcare,Decreasing,Moderate,61124.58,Bachelor’s Degree,14,5951,3952,72.96,55.73,Germany,31.86
Local government officer,Finance,Decreasing,Moderate,122537.99,Master’s Degree,14,3632,3198,72.28,0.44,UK,59.07
Commercial/residential surveyor,Manufacturing,Increasing,Low,70039.03,PhD,4,7776,2211,38.12,14.21,Germany,62.26
IT sales professional,Entertainment,Decreasing,High,78931.24,Associate Degree,5,5577,5690,36.85,16.56,Germany,78.59
Planning and development surveyor,Entertainment,Increasing,High,76314.57,Master’s Degree,8,5451,6424,16.62,39.14,Australia,37.35
Marketing executive,Healthcare,Increasing,High,100923.74,High School,14,4841,6672,44.35,39.03,China,51.95
Broadcast engineer,Manufacturing,Decreasing,Moderate,132251.78,Master’s Degree,19,4982,9982,33.26,13.12,UK,29.39
Private music teacher,Education,Increasing,Moderate,106495.2,Associate Degree,10,6256,7338,74.34,57.87,Germany,75.2
"Research officer, political party",Finance,Increasing,Low,51209.29,Associate Degree,18,9115,6276,55.72,0.91,India,61.2
Sports development officer,Entertainment,Decreasing,Low,134136.86,Associate Degree,15,3627,7341,5.69,26.28,Brazil,56.2
Environmental health practitioner,Manufacturing,Increasing,High,144024.32,Master’s Degree,5,6208,8595,95.67,88.67,Canada,77.75
"Sound technician, broadcasting/film/video",Education,Increasing,High,131638.79,Bachelor’s Degree,10,8108,2609,29.48,72.67,Canada,72.92
"Runner, broadcasting/film/video",Education,Increasing,Low,131239.88,High School,6,6162,6911,77.3,5.03,UK,44.69
"Administrator, sports",IT,Decreasing,Low,144145.02,PhD,3,5865,4332,1.4,80.9,China,29.27
Freight forwarder,Manufacturing,Decreasing,Low,100832.13,High School,9,1195,9582,32.06,22.51,Canada,41.93
Research scientist (maths),Retail,Decreasing,High,57698.88,Master’s Degree,14,6651,8486,60.58,10.76,India,79.72
Cabin crew,Manufacturing,Decreasing,Moderate,97153.62,Associate Degree,14,1405,3967,45.51,70.68,Germany,79.85
Fish farm manager,IT,Decreasing,Moderate,83283.63,Bachelor’s Degree,13,9290,5641,59.31,66.59,UK,43.78
Camera operator,Manufacturing,Increasing,Low,107889.8,Master’s Degree,12,6703,6683,1.63,24.46,UK,52.99
"Surveyor, building control",Retail,Decreasing,High,115887.09,PhD,18,1270,3905,7.05,32.85,China,63.79
Haematologist,Education,Increasing,Low,87262.33,Master’s Degree,17,9578,875,98.23,56.4,UK,72.66
Research scientist (maths),Education,Increasing,Moderate,96758.96,Associate Degree,17,6806,6998,45.49,58.63,Brazil,70.3
Stage manager,IT,Decreasing,High,31650.21,Associate Degree,4,3015,8526,25.92,87.7,Germany,21.29
"Psychologist, forensic",Retail,Increasing,High,78730.99,Associate Degree,16,3845,3754,79.85,89.83,USA,75.68
Theatre director,Transportation,Decreasing,Moderate,69913.52,Master’s Degree,12,6842,4671,99.65,94.78,Brazil,76.66
Forest/woodland manager,Entertainment,Increasing,Moderate,35772.21,Associate Degree,2,4850,6628,70.66,33.64,Australia,37.21
"Psychologist, prison and probation services",Retail,Decreasing,High,108528.72,PhD,9,6196,7005,14.43,45.72,Brazil,46.15
Passenger transport manager,IT,Increasing,Moderate,53333.03,High School,15,1164,3496,16.18,51.9,USA,24.66
"Geologist, wellsite",Manufacturing,Increasing,Low,78601.84,Associate Degree,17,7658,5811,59.33,61.06,India,60.11
Chief Technology Officer,Finance,Increasing,Moderate,63603.18,Master’s Degree,1,8397,6070,61.03,27.61,Australia,78.92
Commercial art gallery manager,Education,Increasing,High,66513.14,Master’s Degree,15,5614,2843,1.7,79.79,China,27.24
"Designer, jewellery",Healthcare,Decreasing,Low,104916.62,Associate Degree,4,8421,4016,69.08,58.52,Australia,29.14
Youth worker,Finance,Decreasing,Moderate,81188.15,High School,6,4849,7141,7.45,42.42,India,56.83
Medical physicist,Retail,Decreasing,Moderate,78247.07,PhD,16,8714,8474,32.86,21.45,UK,58.04
Police officer,IT,Increasing,Low,65753.05,Associate Degree,4,5822,1813,32.42,55.34,India,70.4
Fast food restaurant manager,Transportation,Decreasing,Low,101062.81,Master’s Degree,10,7574,6385,42.52,36.85,Brazil,38.86
"Nurse, adult",IT,Increasing,Moderate,71002.28,Bachelor’s Degree,12,513,293,22.96,42.06,Australia,63.13
Geoscientist,Healthcare,Decreasing,Low,90545.87,Associate Degree,4,3987,2652,89.05,73.95,Germany,49.72
Agricultural engineer,Transportation,Increasing,Low,43284.64,Bachelor’s Degree,9,8427,9537,16.04,47.77,UK,38.01
Product/process development scientist,Finance,Decreasing,Moderate,107403.02,High School,15,6555,709,41.3,75.93,UK,34.26
Clinical molecular geneticist,Retail,Increasing,Low,106990.23,Bachelor’s Degree,4,2951,3634,65.24,81.4,Canada,41.74
Animal technologist,Entertainment,Decreasing,High,83623.12,Associate Degree,13,7039,1766,47.53,22.66,UK,60.52
"Sales professional, IT",IT,Decreasing,High,77950.47,High School,8,8896,4723,31.81,27.12,China,58.28
"Research officer, government",Entertainment,Decreasing,Moderate,77201.38,Bachelor’s Degree,7,7584,4769,5.24,98.4,USA,51.98
Estate agent,Finance,Decreasing,Low,92384.62,Master’s Degree,6,2492,3464,89.05,35.25,USA,21.39
Furniture designer,IT,Decreasing,Moderate,110702.54,Bachelor’s Degree,2,6641,8113,65.8,32.69,USA,38.21
Location manager,Transportation,Decreasing,High,54872.24,Associate Degree,18,2385,5817,99.33,96.29,Germany,62.06
"Therapist, occupational",Manufacturing,Increasing,Low,117893.44,Master’s Degree,5,9342,6010,39.79,27.78,China,33.04
Fast food restaurant manager,Finance,Increasing,Low,118038.35,High School,3,3237,2069,70.2,70.22,Brazil,64.13
Manufacturing engineer,Transportation,Increasing,Low,37663.99,Master’s Degree,13,606,8391,6.02,78.11,Germany,48.01
Professor Emeritus,Entertainment,Decreasing,Moderate,60395.01,Associate Degree,8,7818,1683,64.15,4.93,Germany,57.22
"Engineer, manufacturing",Manufacturing,Increasing,Low,78213.31,PhD,8,9520,5795,91.28,33.28,UK,46.23
Medical sales representative,Transportation,Decreasing,Low,143057.6,High School,8,7480,3406,90.87,61.88,USA,34.78
Musician,Finance,Decreasing,Low,120502.99,High School,11,4547,1663,18.43,62.82,India,36.03
"Psychologist, prison and probation services",Healthcare,Increasing,High,70223.14,Master’s Degree,4,8519,171,30.27,20.74,China,63.51
"Psychologist, clinical",Manufacturing,Decreasing,High,90022.39,Bachelor’s Degree,8,8727,5842,59.28,47.22,USA,26.98
TEFL teacher,Entertainment,Increasing,Moderate,118944.32,High School,9,500,7528,47.11,74.05,USA,58.02
Chartered loss adjuster,Entertainment,Decreasing,Low,98657.35,PhD,20,9215,8197,33.14,49.86,Germany,20.6
Conference centre manager,Transportation,Increasing,Low,80600.59,Bachelor’s Degree,12,1801,4216,20.91,27.46,Canada,79.33
Freight forwarder,Retail,Decreasing,Moderate,78253.57,Bachelor’s Degree,2,10000,3596,52.04,60.07,UK,38.6
Furniture designer,Manufacturing,Increasing,Moderate,135539.51,Associate Degree,18,2221,5645,82.93,21.49,China,49.14
"Programmer, systems",Retail,Decreasing,High,143586.59,Master’s Degree,7,7498,6203,12.5,5.5,Australia,69.56
"Engineer, control and instrumentation",Education,Decreasing,High,135058.44,Associate Degree,14,5794,9289,61.41,25.57,USA,24.2
Fisheries officer,Manufacturing,Increasing,Low,115056.76,PhD,0,6402,9833,12.13,11.18,Australia,59.02
Systems analyst,IT,Increasing,Moderate,120030.23,Master’s Degree,2,993,198,52.14,18.92,UK,59.57
Financial manager,Entertainment,Decreasing,Moderate,135630.11,Master’s Degree,10,3611,6872,53.83,57.89,India,26.95
"Physicist, medical",Entertainment,Increasing,Moderate,91329.04,Associate Degree,13,8334,868,82.86,28.79,Brazil,70.95
Community development worker,Retail,Decreasing,Moderate,149025.49,Bachelor’s Degree,7,4776,9708,98.7,42.85,Brazil,23.72
Medical physicist,IT,Decreasing,Low,45432.29,PhD,14,6204,3001,36.07,32.81,UK,27.93
Production engineer,Healthcare,Increasing,High,70577.29,High School,2,7082,9978,73.43,60.61,China,38.73
Musician,Healthcare,Increasing,High,132184.22,Bachelor’s Degree,11,2547,1517,66.37,12.39,Brazil,28.56
Translator,Transportation,Increasing,High,142237.77,Bachelor’s Degree,0,2734,5533,22.16,4.13,Canada,46.85
"Scientist, research (medical)",IT,Increasing,High,55610.68,Master’s Degree,16,7126,5890,45.71,89.71,India,51.58
"Merchandiser, retail",Manufacturing,Decreasing,Low,87583.75,Associate Degree,1,7244,2103,46.95,87.41,China,35.9
Chartered public finance accountant,Education,Decreasing,Moderate,133364.66,Master’s Degree,2,8244,4364,28.24,91.34,USA,71.15
Heritage manager,Healthcare,Increasing,High,45321.12,High School,5,697,4329,6.09,25.09,India,37.3
Textile designer,Entertainment,Decreasing,Low,118824.54,Associate Degree,9,2257,1823,16.76,65.86,Brazil,20.55
Ceramics designer,Entertainment,Increasing,High,85907.05,Associate Degree,16,5448,9898,46.49,6.31,Canada,30.26
Politician's assistant,Retail,Increasing,Moderate,125384.54,Bachelor’s Degree,8,8166,7568,56.8,90.02,Australia,72.92
IT technical support officer,Manufacturing,Decreasing,Moderate,41504.8,Bachelor’s Degree,10,4618,9933,54.9,71.26,India,38.4
Haematologist,Entertainment,Increasing,High,36282.26,Associate Degree,8,6474,1352,0.84,45.22,India,64.82
Statistician,Finance,Increasing,High,52381.93,Master’s Degree,6,8821,4115,88.48,11.81,India,38.22
"Accountant, chartered public finance",Manufacturing,Decreasing,High,31638.2,Master’s Degree,14,5718,1803,35.38,30.78,UK,65.66
Education administrator,Transportation,Increasing,Moderate,54666.82,High School,18,3467,3998,86.26,19.26,Canada,33.94
Software engineer,Manufacturing,Increasing,High,94720.17,Master’s Degree,9,2434,128,80.44,90.18,China,70.92
"Surveyor, insurance",Education,Decreasing,Moderate,113947.39,Master’s Degree,0,5118,9009,32.17,35.14,Brazil,77.03
"Conservation officer, nature",Transportation,Increasing,Low,58725.62,High School,13,8407,4918,15.49,51.49,India,25.01
"Producer, radio",Healthcare,Increasing,Moderate,119025.15,PhD,3,1607,7995,70.26,10.82,UK,72.29
Art gallery manager,Education,Decreasing,Low,117117.82,PhD,2,4256,8747,51.11,35.35,India,61.77
Conference centre manager,IT,Increasing,Moderate,74428.93,Bachelor’s Degree,18,6392,7088,92.16,4.66,USA,79.84
"Engineer, biomedical",Entertainment,Decreasing,High,111060.22,Bachelor’s Degree,17,1104,2848,23.37,46.81,Germany,71.1
"Research officer, trade union",Entertainment,Decreasing,High,102244.14,Master’s Degree,6,8045,9481,79.42,23.46,UK,40.17
Patent attorney,Finance,Decreasing,High,139084.93,High School,1,3943,2135,1.31,48.73,UK,54.46
Set designer,IT,Increasing,Moderate,102012.28,Bachelor’s Degree,8,1710,6461,99.69,78.06,Australia,64.98
Hospital pharmacist,Manufacturing,Increasing,Moderate,77490.47,Master’s Degree,4,7469,5766,76.45,18.42,UK,76.56
Insurance broker,Entertainment,Decreasing,Low,71313.77,Master’s Degree,9,3788,2150,61.97,89.98,Australia,54.07
"Pilot, airline",IT,Increasing,Low,104082.45,Bachelor’s Degree,15,9398,391,33.65,0.56,India,59.98
"Editor, commissioning",Entertainment,Decreasing,High,47837.56,Associate Degree,3,4492,1368,26.9,69.34,UK,34.84
Dentist,Manufacturing,Increasing,High,45699.35,PhD,5,2748,939,78.38,94.72,UK,79.38
Fitness centre manager,Education,Increasing,Moderate,100094.1,PhD,13,4882,6302,44.96,88.27,India,20.68
Printmaker,Retail,Increasing,High,76724.34,Bachelor’s Degree,19,5650,7764,80.87,73.03,Australia,43.28
Mining engineer,Transportation,Increasing,High,90963.58,High School,18,3823,5312,55.29,13.5,India,58.42
Orthoptist,Retail,Decreasing,Low,67202.8,Bachelor’s Degree,16,8566,4718,55.57,9.97,India,33.34
Product designer,IT,Increasing,Moderate,66807.54,High School,12,9226,8874,33.26,15.68,Germany,52.49
Writer,Retail,Decreasing,Low,33248.86,High School,15,1912,2793,34.18,36.0,UK,71.13
Public relations account executive,Transportation,Increasing,Moderate,100067.18,High School,12,6148,2071,43.2,7.5,Canada,43.01
"Surveyor, rural practice",Entertainment,Decreasing,Moderate,84134.38,Master’s Degree,9,8974,871,27.53,90.08,Canada,64.13
Neurosurgeon,Finance,Decreasing,Moderate,103809.71,High School,11,2065,5986,42.27,43.69,UK,62.1
Engineering geologist,Retail,Increasing,Moderate,71844.38,Bachelor’s Degree,20,7664,2701,9.06,18.44,UK,33.82
Land/geomatics surveyor,Healthcare,Decreasing,High,116284.59,High School,0,1732,7274,48.05,86.67,Brazil,35.02
Futures trader,Education,Increasing,Low,54799.4,High School,0,5235,4564,21.86,30.52,India,35.47
Camera operator,Manufacturing,Decreasing,Moderate,48747.72,PhD,20,9458,1658,29.06,61.86,UK,34.75
Retail merchandiser,Education,Increasing,High,112391.49,Master’s Degree,13,9340,7065,11.49,94.29,UK,67.4
"Nurse, learning disability",Manufacturing,Decreasing,High,147399.51,PhD,12,9655,6055,39.45,41.12,Germany,54.01
"Therapist, nutritional",Education,Decreasing,High,49295.39,Bachelor’s Degree,0,8886,2788,54.92,27.85,UK,38.4
Community pharmacist,Manufacturing,Increasing,Low,127062.38,High School,4,2055,4703,10.74,13.1,India,40.38
"Scientist, research (medical)",Entertainment,Decreasing,High,102544.34,High School,2,462,2706,0.69,23.77,Australia,68.97
Microbiologist,Transportation,Increasing,Low,39460.12,Associate Degree,2,1570,682,93.68,52.09,China,21.37
Forensic psychologist,Healthcare,Increasing,Low,97827.6,Master’s Degree,2,5521,1774,63.91,0.62,China,66.48
Hotel manager,Retail,Decreasing,High,117363.3,High School,6,5366,5704,34.86,97.67,Australia,73.68
Automotive engineer,Healthcare,Decreasing,Moderate,58472.55,PhD,5,5930,8950,89.42,60.43,Brazil,46.13
Civil Service fast streamer,Transportation,Decreasing,High,92814.18,Bachelor’s Degree,5,382,7647,10.77,0.05,Germany,71.33
Management consultant,Transportation,Increasing,Low,45538.25,Master’s Degree,15,7945,6895,47.39,98.96,USA,31.05
Clinical molecular geneticist,Entertainment,Increasing,Moderate,65995.3,Associate Degree,8,4023,7241,65.02,67.05,Germany,34.98
Speech and language therapist,Transportation,Decreasing,Low,79040.26,PhD,20,9241,1808,46.73,52.31,USA,37.14
Logistics and distribution manager,Retail,Decreasing,Moderate,106974.51,PhD,12,4809,7562,41.38,95.49,Canada,30.37
Ranger/warden,Education,Decreasing,Low,138191.02,High School,1,122,679,85.22,35.76,UK,20.03
Immigration officer,Healthcare,Increasing,High,49352.26,Bachelor’s Degree,0,5411,9075,1.2,15.49,India,36.27
Database administrator,Healthcare,Increasing,High,71977.2,PhD,13,2038,3141,93.07,12.54,Germany,20.47
Aid worker,Finance,Decreasing,Moderate,131505.39,Bachelor’s Degree,1,7871,819,82.66,78.95,Germany,50.28
Land,Retail,Decreasing,Moderate,132691.72,Master’s Degree,19,466,3716,5.64,98.82,China,60.23
Insurance account manager,Education,Increasing,Low,116484.25,High School,5,381,9251,45.07,3.57,Germany,56.4
Phytotherapist,Finance,Increasing,Moderate,115317.6,Master’s Degree,15,4185,3951,86.67,50.75,India,42.27
Special effects artist,Finance,Increasing,Low,113536.1,Master’s Degree,19,5104,3735,26.07,74.43,Canada,53.7
Armed forces training and education officer,Education,Increasing,High,64089.63,Bachelor’s Degree,7,7513,3018,96.72,28.65,Australia,24.97
"Nurse, mental health",Education,Increasing,High,108149.71,Associate Degree,4,2044,603,69.94,29.0,India,21.59
Health physicist,Retail,Decreasing,High,134117.11,Master’s Degree,1,606,3491,56.95,86.54,Australia,59.51
Armed forces technical officer,Healthcare,Decreasing,Moderate,92624.38,High School,16,256,6538,22.8,40.78,China,30.42
Games developer,Transportation,Increasing,High,145634.44,High School,2,2612,7113,17.67,74.26,India,56.34
"Restaurant manager, fast food",Education,Decreasing,Moderate,54167.29,Bachelor’s Degree,5,8878,7275,76.67,54.46,Australia,71.36
Radio producer,Healthcare,Decreasing,High,123433.47,PhD,14,3527,5449,76.56,5.91,USA,51.09
Air traffic controller,Finance,Decreasing,Low,72973.58,Bachelor’s Degree,11,9655,7522,35.25,84.13,Brazil,27.06
"Therapist, sports",Education,Decreasing,Low,44010.78,Bachelor’s Degree,12,9451,9001,68.12,87.66,Canada,74.75
Mechanical engineer,IT,Decreasing,Low,70275.23,Bachelor’s Degree,15,949,6902,25.51,41.2,China,41.49
Technical brewer,Education,Increasing,Moderate,118508.13,Master’s Degree,9,4692,4177,22.79,11.61,UK,31.63
Retail manager,Transportation,Increasing,High,36492.7,Associate Degree,18,7477,6065,50.37,87.56,USA,55.36
"Scientist, biomedical",Transportation,Increasing,Moderate,51770.81,Bachelor’s Degree,0,5699,5037,81.97,28.24,China,42.3
Ceramics designer,Finance,Increasing,High,86259.35,High School,9,7740,2842,57.98,16.36,Australia,38.28
"Surveyor, commercial/residential",IT,Increasing,Low,130533.12,PhD,12,3893,4378,42.21,47.76,Brazil,57.87
Colour technologist,Education,Decreasing,High,50105.03,Bachelor’s Degree,5,3750,9194,83.78,31.62,Germany,76.22
"Administrator, arts",Entertainment,Decreasing,High,41459.51,Master’s Degree,8,5995,3277,55.2,97.56,India,62.71
Minerals surveyor,Finance,Decreasing,High,38049.69,High School,17,2791,6401,96.04,25.25,China,56.03
"Surveyor, planning and development",Finance,Decreasing,Low,58959.01,Master’s Degree,4,4296,1506,90.11,22.19,Australia,32.91
"Therapist, art",Entertainment,Increasing,Low,80096.37,High School,10,7149,2853,99.72,0.93,UK,38.62
Water quality scientist,Entertainment,Decreasing,Low,33815.45,Bachelor’s Degree,20,9609,740,93.36,26.83,Australia,36.12
Speech and language therapist,Finance,Increasing,Moderate,99130.24,PhD,15,7942,4701,8.7,82.71,Germany,28.2
"Administrator, local government",Healthcare,Increasing,Moderate,107307.88,Associate Degree,13,3601,2256,76.0,70.87,India,74.41
"Geneticist, molecular",Transportation,Increasing,Low,40202.75,Bachelor’s Degree,17,9735,3418,43.27,10.07,Canada,23.68
Music therapist,Entertainment,Decreasing,Low,115830.77,High School,17,7921,2606,1.48,10.27,Germany,46.73
Actuary,Retail,Increasing,Low,112643.04,Master’s Degree,3,7683,1116,65.37,12.71,Brazil,21.39
Oceanographer,Retail,Increasing,Moderate,36304.66,High School,17,451,4224,92.84,20.66,USA,69.02
"Programmer, multimedia",Healthcare,Increasing,Moderate,53581.06,PhD,12,7375,8281,68.78,69.23,USA,71.08
"Buyer, industrial",Education,Increasing,Low,139373.99,Master’s Degree,6,4045,6399,50.19,41.55,UK,36.74
"Education officer, museum",Entertainment,Increasing,Moderate,35347.69,PhD,10,7403,1703,16.68,17.97,Canada,38.4
Neurosurgeon,Transportation,Decreasing,High,80208.47,PhD,5,5918,6296,85.62,41.51,Canada,44.16
Armed forces technical officer,Transportation,Increasing,Moderate,130115.21,Bachelor’s Degree,7,1294,9282,0.13,48.42,Germany,78.56
Health service manager,Healthcare,Decreasing,High,91170.8,PhD,0,7355,6995,76.77,94.13,Germany,71.76
Broadcast engineer,Entertainment,Decreasing,High,44938.01,High School,7,4000,4958,0.01,34.99,China,40.7
Clinical cytogeneticist,Manufacturing,Increasing,High,46466.2,High School,16,6315,3369,95.3,18.66,India,34.72
Textile designer,Retail,Decreasing,Moderate,93778.78,Associate Degree,13,860,6951,67.71,53.07,India,57.32
Oncologist,Entertainment,Increasing,High,139627.74,Associate Degree,5,3221,4266,81.79,16.02,Germany,53.45
"Doctor, hospital",Manufacturing,Increasing,High,114252.52,Master’s Degree,3,6028,187,31.3,16.75,UK,63.03
Hospital doctor,IT,Decreasing,Moderate,132556.53,Associate Degree,2,8163,1413,59.13,77.73,Germany,58.74
Broadcast engineer,Manufacturing,Increasing,Moderate,34859.89,PhD,9,5011,1914,47.81,94.28,USA,29.48
"Biochemist, clinical",Finance,Increasing,Low,103125.06,Bachelor’s Degree,13,5439,1638,82.52,80.15,Australia,36.43
Chemical engineer,IT,Decreasing,Moderate,122330.14,Associate Degree,11,6540,1188,88.96,77.44,Germany,63.21
Air traffic controller,Finance,Increasing,High,38952.98,High School,7,2887,3304,91.3,84.58,Australia,39.0
"Engineer, technical sales",Finance,Increasing,Low,100681.58,Associate Degree,16,2100,7354,6.52,55.3,USA,29.31
"Doctor, general practice",Healthcare,Decreasing,High,38997.97,Bachelor’s Degree,16,4467,5801,83.35,95.45,Brazil,64.43
Arboriculturist,Retail,Increasing,Moderate,99193.22,High School,6,739,3203,84.87,12.6,Australia,67.63
Fashion designer,Healthcare,Decreasing,Moderate,37592.31,High School,11,735,6213,18.36,21.28,Germany,66.06
Archaeologist,Education,Decreasing,High,124121.51,PhD,8,2871,8294,0.52,35.26,UK,70.55
"Scientist, water quality",Finance,Decreasing,Low,87948.52,Associate Degree,18,919,7151,62.69,0.67,Canada,20.08
Surgeon,Entertainment,Decreasing,Moderate,59725.22,PhD,16,189,9999,43.11,20.94,UK,47.71
Insurance broker,Education,Decreasing,Low,57132.45,High School,11,4923,4846,67.07,23.91,Germany,45.07
"Designer, ceramics/pottery",Healthcare,Decreasing,Moderate,43058.51,Associate Degree,5,3131,2503,76.52,85.9,China,77.62
Forensic scientist,Healthcare,Increasing,Low,65147.02,High School,9,3076,9133,83.19,18.19,Canada,62.79
Mudlogger,Entertainment,Increasing,Low,123112.07,Associate Degree,3,5720,3438,84.06,37.13,Canada,57.56
Trade union research officer,Education,Decreasing,Low,122294.46,Associate Degree,15,7454,7087,41.61,91.78,Germany,36.35
"Administrator, Civil Service",Healthcare,Decreasing,Moderate,31564.67,High School,13,3858,6097,70.98,10.71,China,34.29
"Engineer, civil (contracting)",IT,Decreasing,Low,148686.87,Associate Degree,18,8458,9311,23.14,77.53,Canada,39.16
Public affairs consultant,Manufacturing,Decreasing,High,135544.7,Master’s Degree,10,9874,8352,70.47,25.46,USA,63.03
"Engineer, petroleum",Transportation,Increasing,High,121144.44,Master’s Degree,20,7654,9022,7.64,86.9,USA,39.46
"Presenter, broadcasting",Retail,Increasing,High,75209.29,High School,15,3765,7583,73.6,75.8,Brazil,61.33
IT trainer,Entertainment,Decreasing,Low,134156.93,Bachelor’s Degree,6,9188,6771,55.54,35.61,Germany,66.88
Management consultant,Retail,Increasing,Low,138851.25,Bachelor’s Degree,2,7654,2302,30.54,40.5,UK,64.3
"Engineer, technical sales",Manufacturing,Decreasing,Low,52913.18,Bachelor’s Degree,3,7927,2431,62.86,15.13,Australia,68.15
Immunologist,Transportation,Increasing,Moderate,34824.76,Associate Degree,20,1384,2348,70.36,58.25,Germany,30.21
"Teacher, music",Retail,Decreasing,Low,103428.83,Associate Degree,12,5350,6275,9.24,38.24,Germany,48.81
"Designer, industrial/product",Entertainment,Increasing,Moderate,64114.85,High School,1,3976,8471,5.08,6.84,China,77.34
Arts administrator,Manufacturing,Decreasing,High,138749.11,Bachelor’s Degree,20,2239,8790,94.48,4.41,Canada,50.38
"Research officer, trade union",Education,Increasing,Low,56224.33,Bachelor’s Degree,2,3188,4211,66.05,50.56,Brazil,49.07
Forest/woodland manager,Finance,Increasing,Moderate,121937.45,Associate Degree,6,5324,4550,32.47,7.34,Australia,23.98
Advertising copywriter,Retail,Decreasing,Moderate,103702.28,High School,2,2555,7472,98.36,41.14,UK,77.13
Associate Professor,IT,Increasing,High,64319.56,Bachelor’s Degree,19,2852,9277,63.96,20.63,USA,33.03
Occupational psychologist,Healthcare,Decreasing,Low,134408.43,High School,17,5696,5435,22.33,58.06,Germany,77.26
Acupuncturist,IT,Increasing,Moderate,64831.9,Associate Degree,9,9672,1690,16.5,43.83,USA,74.19
Recruitment consultant,Manufacturing,Increasing,Low,113559.3,PhD,14,6186,3117,54.33,94.1,Canada,57.53
Patent examiner,Retail,Decreasing,Low,149658.46,High School,1,2058,5484,79.82,52.09,China,68.7
Housing manager/officer,Manufacturing,Decreasing,Low,63991.35,Bachelor’s Degree,5,5035,570,84.93,46.15,Canada,72.86
Equality and diversity officer,Retail,Increasing,High,138543.07,High School,1,9781,1964,4.58,87.16,India,20.12
Trade mark attorney,Finance,Decreasing,Moderate,117361.56,Master’s Degree,12,856,3992,73.71,23.06,UK,55.71
Fish farm manager,IT,Decreasing,High,79340.16,High School,19,1148,6500,99.84,26.16,China,47.18
Retail manager,Entertainment,Increasing,Low,149513.41,Master’s Degree,4,5105,4485,41.76,89.7,Brazil,28.53
Physiotherapist,Healthcare,Increasing,High,40764.93,PhD,9,7686,119,55.26,10.99,India,23.27
Tour manager,Healthcare,Decreasing,Moderate,67589.96,Master’s Degree,3,7516,937,2.49,60.96,USA,40.64
Clothing/textile technologist,IT,Increasing,High,119282.01,Associate Degree,2,1512,6111,63.83,68.29,Australia,75.15
"Conservator, furniture",Retail,Increasing,Moderate,107289.24,High School,8,5563,4298,69.78,27.1,Canada,76.51
Environmental education officer,Manufacturing,Decreasing,Moderate,52899.88,Associate Degree,15,9609,2775,6.87,24.56,Germany,25.81
"Psychotherapist, dance movement",Manufacturing,Decreasing,Low,103882.08,Associate Degree,9,9266,5027,34.03,40.38,USA,69.98
Special educational needs teacher,Healthcare,Decreasing,Moderate,86854.45,High School,11,9319,1308,15.44,4.69,Brazil,58.85
Site engineer,Retail,Decreasing,High,43712.7,High School,19,2702,6343,15.08,92.41,UK,21.09
Estate agent,Transportation,Decreasing,Moderate,113254.75,Bachelor’s Degree,12,4394,4971,1.1,67.06,USA,41.43
Bonds trader,Entertainment,Increasing,Moderate,123045.54,PhD,10,7381,8159,77.35,69.98,Brazil,70.24
Dentist,Manufacturing,Increasing,High,51870.09,Bachelor’s Degree,7,4029,5670,8.52,80.97,Brazil,20.11
Accounting technician,Transportation,Increasing,Low,48225.63,PhD,8,9703,6841,20.77,62.37,India,44.54
"Psychotherapist, child",IT,Decreasing,Low,33425.8,Master’s Degree,11,2612,8899,70.35,86.19,India,53.52
"Doctor, hospital",Transportation,Increasing,Moderate,61838.92,High School,20,356,1103,16.71,10.75,Brazil,49.24
Electronics engineer,Entertainment,Decreasing,Low,33536.39,Master’s Degree,9,8495,6828,84.95,45.24,Germany,22.83
"Development worker, international aid",Transportation,Decreasing,Moderate,41512.34,Master’s Degree,1,7420,3761,76.45,62.58,UK,65.71
"Physicist, medical",Finance,Increasing,Moderate,39906.5,Bachelor’s Degree,12,9513,823,60.4,57.88,India,78.31
Forensic scientist,Entertainment,Decreasing,Low,126016.94,Associate Degree,7,8376,5385,18.79,7.89,Canada,27.62
"Doctor, general practice",Manufacturing,Decreasing,High,109406.53,High School,15,7382,6434,85.95,18.65,Germany,31.82
"Programmer, multimedia",Retail,Decreasing,Moderate,73953.69,PhD,18,2168,1453,84.64,71.21,USA,27.21
Manufacturing systems engineer,Finance,Increasing,High,121805.35,Master’s Degree,13,9857,1023,43.17,82.63,Australia,37.22
Manufacturing engineer,Entertainment,Decreasing,Moderate,116217.0,Bachelor’s Degree,11,3472,6545,46.86,31.16,Germany,78.45
"Scientist, audiological",IT,Increasing,Moderate,86847.26,PhD,11,3233,4595,74.48,95.8,India,34.56
Psychiatric nurse,Manufacturing,Increasing,Low,31712.86,High School,11,5557,7980,54.12,49.79,Brazil,69.74
Industrial/product designer,Entertainment,Decreasing,Low,134832.05,Master’s Degree,15,5087,1021,53.48,52.8,China,42.96
Naval architect,Healthcare,Decreasing,High,65677.69,High School,15,1559,3590,36.01,9.19,Germany,39.24
Herbalist,Healthcare,Decreasing,Moderate,34989.82,Bachelor’s Degree,16,7613,6427,44.8,44.55,China,50.07
Heritage manager,Finance,Decreasing,High,116567.24,High School,13,2384,9806,46.16,46.78,Canada,39.15
Mental health nurse,IT,Increasing,High,49600.12,High School,2,3078,5109,19.67,6.8,Canada,26.38
Aeronautical engineer,Finance,Decreasing,Low,98716.01,Associate Degree,12,1611,1918,28.84,97.92,Australia,48.89
Event organiser,Healthcare,Increasing,High,85150.83,Associate Degree,5,8674,5306,33.81,74.65,USA,59.43
"Pilot, airline",IT,Decreasing,High,66220.38,Associate Degree,5,6011,3900,32.77,59.14,Germany,48.54
"Engineer, civil (contracting)",IT,Decreasing,High,33264.35,Bachelor’s Degree,12,2139,5983,75.58,10.75,India,71.06
"Scientist, physiological",Transportation,Decreasing,High,51773.3,High School,10,6883,7168,19.89,16.64,Australia,76.01
Interpreter,IT,Increasing,High,93156.73,Associate Degree,1,6545,4435,82.03,78.37,Canada,55.69
Armed forces technical officer,Manufacturing,Decreasing,Low,60888.76,Associate Degree,0,4193,5639,22.12,70.58,USA,53.81
"Administrator, education",Transportation,Decreasing,Low,58782.36,Master’s Degree,17,1319,8150,60.78,53.13,Brazil,67.64
Visual merchandiser,Healthcare,Decreasing,Low,42181.88,Bachelor’s Degree,10,3735,9520,20.05,26.8,Brazil,34.49
Secretary/administrator,IT,Decreasing,High,125194.2,Bachelor’s Degree,3,1561,3078,80.49,34.45,Brazil,68.71
"Psychotherapist, dance movement",Transportation,Decreasing,Moderate,112024.11,Bachelor’s Degree,20,4954,4488,58.81,16.81,China,46.7
"Pilot, airline",Retail,Decreasing,High,116396.14,Bachelor’s Degree,1,6321,8150,38.5,64.45,UK,52.21
Paediatric nurse,Education,Increasing,Low,50704.63,Bachelor’s Degree,19,7268,6139,72.07,23.9,USA,40.46
"Surveyor, planning and development",Finance,Increasing,Moderate,88923.8,Associate Degree,18,1548,8520,72.05,51.2,India,32.74
Immigration officer,IT,Decreasing,Low,41293.99,Master’s Degree,0,6451,7879,99.72,17.27,Germany,63.72
"Scientist, research (life sciences)",Education,Increasing,Low,94185.05,High School,20,7761,7371,25.31,51.71,Australia,74.22
Quantity surveyor,Entertainment,Increasing,Low,59298.11,Bachelor’s Degree,17,2728,983,37.37,53.89,India,75.08
Financial risk analyst,Entertainment,Decreasing,Low,69184.95,Associate Degree,8,5521,9015,20.17,59.69,China,55.29
Industrial buyer,IT,Decreasing,Moderate,63624.07,Associate Degree,7,3652,5697,76.63,54.1,India,21.32
Waste management officer,Education,Decreasing,High,79144.31,Master’s Degree,6,4101,2023,68.02,62.03,Australia,74.99
"Engineer, technical sales",Manufacturing,Increasing,High,80608.53,PhD,3,9575,6875,84.71,29.02,Canada,43.02
Manufacturing engineer,IT,Decreasing,Moderate,105854.58,PhD,19,5124,6028,79.46,51.07,Germany,69.0
Museum/gallery exhibitions officer,Entertainment,Increasing,High,136274.59,High School,11,2874,6430,97.3,30.02,USA,64.41
"Therapist, nutritional",Entertainment,Increasing,High,68295.59,High School,16,9872,4548,28.18,6.01,Australia,79.2
Airline pilot,Healthcare,Increasing,High,141884.97,PhD,2,407,2635,22.45,34.84,China,20.96
Advertising art director,Entertainment,Decreasing,Moderate,84040.19,Associate Degree,9,1734,445,74.47,42.9,China,49.75
"Therapist, speech and language",Transportation,Increasing,Low,118109.26,High School,19,1103,1604,80.14,92.24,Brazil,64.37
"Engineer, building services",Retail,Increasing,Moderate,131471.57,Master’s Degree,14,9122,7960,3.22,31.29,Germany,24.15
"Surveyor, minerals",IT,Decreasing,High,107142.7,Associate Degree,13,5681,365,89.6,8.49,Brazil,57.34
Marine scientist,Entertainment,Increasing,Low,147897.58,Master’s Degree,6,8605,4783,90.87,74.11,UK,55.22
"Psychologist, counselling",Manufacturing,Decreasing,Moderate,110445.59,Bachelor’s Degree,20,3162,8253,9.62,58.15,Australia,63.36
Applications developer,Transportation,Increasing,Low,81265.08,Bachelor’s Degree,0,8668,9606,11.56,88.23,USA,79.35
"Engineer, energy",Finance,Increasing,High,72737.86,Bachelor’s Degree,9,8369,3902,32.91,22.38,USA,43.26
"Psychologist, counselling",IT,Decreasing,Low,31795.16,PhD,7,7012,2212,27.21,27.55,India,65.21
"Surveyor, building",Retail,Decreasing,Low,133643.34,PhD,17,5743,2001,76.66,0.39,India,27.44
Air broker,Finance,Increasing,Moderate,33265.96,High School,6,1511,6358,98.8,43.4,Germany,26.5
"Production designer, theatre/television/film",IT,Decreasing,Low,39094.28,Master’s Degree,2,6058,4804,26.17,85.89,Germany,71.45
Technical sales engineer,Healthcare,Increasing,Low,137820.41,Master’s Degree,6,4084,5424,65.12,94.4,India,63.08
"Geologist, engineering",Finance,Decreasing,High,81109.91,Bachelor’s Degree,19,4291,5511,91.13,25.42,Germany,29.26
Commissioning editor,Education,Increasing,Low,127488.75,Master’s Degree,6,8182,9009,87.01,25.29,USA,30.23
"Engineer, water",Education,Decreasing,High,104082.67,Bachelor’s Degree,13,2159,3441,30.28,71.12,Canada,57.31
"Lighting technician, broadcasting/film/video",Healthcare,Decreasing,Moderate,146034.01,Bachelor’s Degree,9,1389,9846,38.59,19.83,Canada,67.18
Personnel officer,Retail,Decreasing,High,143844.32,High School,7,9634,8258,23.37,80.43,Brazil,76.98
Fast food restaurant manager,Manufacturing,Increasing,Moderate,65892.68,PhD,5,6988,1471,14.94,62.39,Australia,59.65
Naval architect,Manufacturing,Decreasing,Moderate,129891.32,Bachelor’s Degree,5,6799,6479,27.41,40.97,USA,54.85
Learning disability nurse,Healthcare,Increasing,High,46310.05,Associate Degree,16,5294,5114,70.19,96.26,Brazil,47.05
Artist,Transportation,Increasing,Moderate,128695.09,PhD,19,5706,9549,96.11,6.01,Germany,73.26
"Engineer, automotive",IT,Increasing,Moderate,143384.05,PhD,8,6008,369,94.21,44.73,Brazil,35.39
Archaeologist,Retail,Decreasing,Moderate,98398.77,Master’s Degree,10,3769,9685,57.72,10.81,Brazil,57.98
Politician's assistant,Finance,Increasing,High,144011.31,High School,4,9144,3210,90.04,20.05,UK,33.25
Administrator,Education,Decreasing,High,72259.82,High School,10,4220,4135,24.27,97.53,Germany,51.3
Museum education officer,Retail,Decreasing,High,82933.14,Master’s Degree,8,2890,7728,26.12,95.21,Brazil,74.82
Chiropractor,Healthcare,Decreasing,High,144299.14,Associate Degree,14,5471,1634,86.35,45.36,USA,70.01
"Designer, graphic",Healthcare,Increasing,High,54554.85,High School,20,4763,9967,8.16,10.07,Canada,44.41
"Engineer, aeronautical",IT,Decreasing,Low,140445.28,Associate Degree,11,1873,8190,75.08,55.31,Brazil,70.13
"Copywriter, advertising",Finance,Decreasing,High,105035.98,Associate Degree,7,3017,9999,50.15,98.17,Canada,72.92
"Teacher, music",Education,Decreasing,High,66352.81,Associate Degree,0,353,1311,23.9,32.43,Brazil,45.76
"Horticulturist, amenity",Retail,Increasing,Low,45398.25,Associate Degree,1,1416,2534,43.84,4.13,Canada,33.3
Statistician,Manufacturing,Increasing,High,97104.53,Associate Degree,15,9567,4072,33.61,28.26,India,43.06
Clinical molecular geneticist,IT,Increasing,High,109207.24,PhD,14,429,5832,5.89,76.14,Germany,60.45
"Engineer, broadcasting (operations)",Entertainment,Increasing,Moderate,57926.54,PhD,4,5683,2090,49.88,79.35,India,54.56
Office manager,Retail,Decreasing,High,116984.55,Master’s Degree,5,4506,2429,56.9,87.57,India,54.03
"Civil engineer, consulting",Entertainment,Increasing,High,119880.21,Bachelor’s Degree,10,780,148,59.95,26.63,UK,28.21
Art gallery manager,Retail,Increasing,Low,81794.79,High School,3,5773,8746,22.75,35.0,India,62.6
"Psychologist, forensic",Finance,Increasing,High,107635.06,High School,11,2649,418,29.54,45.67,China,32.82
Probation officer,Entertainment,Decreasing,Moderate,34091.43,Associate Degree,9,1040,2670,0.45,11.31,Germany,42.89
Company secretary,Retail,Increasing,High,35241.39,PhD,0,4652,1682,13.4,77.07,UK,28.5
"Sound technician, broadcasting/film/video",Entertainment,Decreasing,Low,71214.29,High School,0,6576,4353,71.7,84.19,India,66.05
Stage manager,Education,Decreasing,Moderate,123916.12,High School,10,6531,6058,79.63,7.82,Canada,62.36
Lexicographer,Transportation,Decreasing,High,63444.8,Bachelor’s Degree,14,539,2639,41.32,38.55,Canada,36.79
Cartographer,Retail,Decreasing,Moderate,149058.56,Master’s Degree,2,682,4352,65.08,17.64,Germany,30.03
Health service manager,Transportation,Increasing,High,95910.64,Master’s Degree,15,8122,7479,76.55,96.06,Canada,79.12
"Designer, interior/spatial",Education,Decreasing,Moderate,136632.81,Bachelor’s Degree,6,4866,286,36.84,60.19,UK,68.66
Records manager,Education,Increasing,Low,110946.55,Associate Degree,12,2010,3367,75.3,33.64,UK,55.75
Recruitment consultant,Finance,Decreasing,High,65171.61,High School,5,8313,9592,47.31,89.05,China,27.57
Animal nutritionist,Education,Decreasing,Moderate,102449.66,Bachelor’s Degree,16,6790,2218,5.6,53.03,Canada,67.49
Public relations account executive,Education,Increasing,Low,70420.78,Associate Degree,19,3461,267,10.73,3.77,Germany,29.21
Corporate treasurer,Healthcare,Decreasing,Low,42981.99,Associate Degree,9,3315,9128,38.04,58.86,Canada,71.55
Higher education careers adviser,Manufacturing,Increasing,High,80558.81,Master’s Degree,6,828,6947,21.85,25.8,USA,70.71
"Engineer, electrical",Manufacturing,Decreasing,Moderate,52340.79,PhD,12,6567,8944,10.33,15.32,Germany,75.47
Neurosurgeon,Finance,Decreasing,Low,128401.11,High School,6,1957,7231,97.99,8.9,Australia,53.94
Risk manager,IT,Decreasing,Low,61536.56,Bachelor’s Degree,11,5371,7263,37.95,77.11,UK,51.61
Occupational psychologist,Entertainment,Increasing,Moderate,136681.53,High School,1,1446,9743,43.47,93.41,Canada,70.39
"Biochemist, clinical",Retail,Decreasing,Moderate,104299.26,PhD,11,8834,9842,5.18,41.73,Canada,53.55
Actor,Manufacturing,Increasing,Low,120518.22,PhD,17,5790,9767,15.0,95.94,USA,65.42
Horticultural consultant,IT,Decreasing,Moderate,129096.82,Master’s Degree,7,4664,8184,71.76,1.22,UK,61.7
Politician's assistant,Entertainment,Increasing,Moderate,128959.89,Bachelor’s Degree,5,7556,3005,34.22,64.37,UK,31.4
Warden/ranger,Education,Increasing,High,33566.6,High School,11,2885,2984,91.9,61.29,Brazil,77.23
Metallurgist,Entertainment,Increasing,Moderate,64390.65,Associate Degree,12,1181,1653,97.06,53.24,Germany,63.69
Clinical psychologist,Education,Increasing,High,125677.58,Bachelor’s Degree,17,9241,3432,93.05,85.24,China,31.29
Biomedical scientist,IT,Decreasing,Low,101068.66,Associate Degree,11,2699,101,43.25,59.17,India,44.38
Psychiatrist,IT,Decreasing,Low,49693.9,Master’s Degree,16,8784,8055,86.47,4.36,India,54.38
Electrical engineer,IT,Increasing,High,42871.82,Associate Degree,11,5642,3675,88.09,3.17,Germany,38.84
IT technical support officer,Entertainment,Increasing,Low,114195.48,High School,1,1852,2666,57.07,6.92,India,68.47
Occupational hygienist,Entertainment,Decreasing,Low,136644.58,Bachelor’s Degree,16,3434,7240,77.99,66.71,Germany,27.78
Marine scientist,Retail,Decreasing,Low,60328.03,PhD,3,2354,1225,9.98,97.22,Brazil,48.78
Community development worker,Entertainment,Decreasing,Moderate,62136.38,Associate Degree,3,8696,4429,23.35,3.63,Brazil,43.46
Financial manager,Manufacturing,Increasing,Moderate,49802.38,Master’s Degree,10,9794,8235,5.77,84.03,USA,78.99
Operational investment banker,Manufacturing,Decreasing,Low,33142.12,Bachelor’s Degree,2,9860,7338,19.21,58.83,India,27.23
Financial risk analyst,Entertainment,Decreasing,Moderate,122851.57,Bachelor’s Degree,0,6676,439,6.76,73.24,Brazil,68.13
Curator,Healthcare,Increasing,Low,118335.83,Bachelor’s Degree,3,9806,8970,16.76,78.25,USA,64.17
Make,IT,Decreasing,High,127718.91,Bachelor’s Degree,11,8114,9653,20.62,1.44,Brazil,42.08
Oceanographer,Transportation,Increasing,Low,91943.52,Master’s Degree,7,4109,8257,91.83,39.99,India,56.56
Clothing/textile technologist,Education,Decreasing,Moderate,61083.88,High School,16,1637,5883,87.9,58.22,Brazil,59.35
Hydrogeologist,Retail,Decreasing,Low,105097.43,Associate Degree,1,7014,1863,88.2,56.71,India,28.88
Press photographer,IT,Increasing,Low,118795.31,Master’s Degree,17,3522,981,13.53,19.92,China,29.84
Database administrator,Manufacturing,Decreasing,Low,42845.86,High School,13,5879,2338,99.47,5.29,India,63.78
Electrical engineer,Education,Increasing,High,31259.63,High School,0,7880,5225,68.03,59.4,Australia,34.58
Advertising account planner,Retail,Increasing,Low,145089.19,Master’s Degree,10,4646,1898,29.7,72.85,Germany,54.26
Control and instrumentation engineer,Healthcare,Increasing,High,70772.15,Master’s Degree,6,1226,1779,61.82,47.11,UK,46.68
Therapeutic radiographer,Retail,Increasing,High,112454.34,PhD,4,9004,4582,91.93,50.21,Germany,38.96
"Nurse, learning disability",Finance,Decreasing,High,80782.34,Associate Degree,18,8147,422,42.0,61.46,UK,28.58
"Production assistant, television",Healthcare,Decreasing,Moderate,69128.77,Bachelor’s Degree,17,6259,5435,82.33,49.25,USA,52.04
Holiday representative,Entertainment,Decreasing,High,102380.57,Master’s Degree,0,5138,6168,71.97,84.84,China,21.84
Mechanical engineer,Education,Decreasing,Low,97669.21,Master’s Degree,19,8620,7908,54.62,81.45,Canada,23.85
Television production assistant,Transportation,Decreasing,Low,118864.19,Master’s Degree,4,2190,293,22.1,26.74,UK,33.42
"Investment banker, corporate",Education,Increasing,Low,84214.4,Associate Degree,10,3209,8652,85.63,4.43,UK,56.34
Toxicologist,Education,Decreasing,Moderate,39243.21,Associate Degree,14,8270,6703,77.04,12.44,UK,47.38
Technical brewer,IT,Decreasing,Low,43450.56,Associate Degree,17,2978,7509,63.71,63.95,China,29.18
"Surveyor, quantity",Finance,Increasing,Low,120973.73,Bachelor’s Degree,14,3229,1602,11.17,0.85,USA,30.19
Armed forces technical officer,Retail,Decreasing,Moderate,116993.42,PhD,10,4790,7589,56.61,51.26,Australia,25.2
Marketing executive,Entertainment,Increasing,High,70923.11,PhD,1,1194,5324,29.32,61.81,Canada,24.43
Magazine features editor,Entertainment,Decreasing,Low,62371.19,Associate Degree,3,2236,7415,50.9,48.97,China,54.99
"Social research officer, government",Entertainment,Decreasing,Moderate,136326.45,High School,2,1133,5814,67.83,69.96,Canada,29.01
"Scientist, forensic",Manufacturing,Decreasing,Low,30153.92,Master’s Degree,13,8725,3641,96.86,69.55,Brazil,49.22
Company secretary,Entertainment,Decreasing,High,125599.86,Associate Degree,0,3527,5900,62.64,82.34,Germany,61.96
English as a second language teacher,Transportation,Increasing,High,104944.18,Bachelor’s Degree,6,7823,3984,24.43,83.1,Canada,71.09
Contractor,Healthcare,Decreasing,Low,108067.75,High School,19,9738,2960,39.66,98.84,UK,62.02
"Programmer, systems",Transportation,Increasing,High,95311.34,Bachelor’s Degree,3,991,1593,9.54,9.41,UK,28.52
Aid worker,Entertainment,Increasing,High,127505.81,High School,4,7238,5240,21.79,15.85,China,45.97
Charity fundraiser,Retail,Decreasing,High,135682.97,Bachelor’s Degree,19,6808,765,56.29,15.04,USA,33.91
Sports development officer,Healthcare,Decreasing,High,108039.21,Associate Degree,20,6596,198,28.46,38.68,India,51.35
Regulatory affairs officer,IT,Increasing,Low,49484.47,Bachelor’s Degree,6,6353,9164,75.04,93.01,UK,50.12
"Administrator, sports",Education,Increasing,High,58836.17,PhD,15,3739,1436,78.42,42.82,Germany,37.7
Mental health nurse,Education,Decreasing,Low,83475.24,Associate Degree,0,1574,2738,48.97,13.23,India,47.16
"Programmer, applications",Healthcare,Increasing,Low,95812.68,High School,8,788,7858,57.27,29.56,USA,21.01
"Psychologist, educational",Retail,Increasing,Moderate,132143.95,Master’s Degree,18,5393,6732,17.6,26.0,India,46.12
"Development worker, community",Manufacturing,Decreasing,High,53038.87,Associate Degree,13,4198,2603,34.77,35.97,Canada,58.62
Chief Marketing Officer,Finance,Decreasing,Moderate,32441.81,PhD,5,6773,7852,45.09,69.89,USA,78.33
Television production assistant,Healthcare,Increasing,Moderate,106648.56,High School,11,4120,5406,15.91,91.09,Brazil,59.94
Actor,Finance,Increasing,High,96440.01,High School,2,7564,3217,43.27,23.21,USA,61.06
Food technologist,Retail,Decreasing,Low,102515.43,High School,15,9929,4112,71.12,74.46,Canada,28.85
"Psychologist, sport and exercise",Healthcare,Increasing,Low,113930.47,Bachelor’s Degree,19,8684,6211,59.57,4.07,Brazil,42.25
Company secretary,Finance,Increasing,Moderate,72582.42,PhD,4,7305,4585,77.11,97.78,Australia,66.55
Statistician,Healthcare,Decreasing,Low,104279.24,Associate Degree,1,3860,6193,67.91,36.6,Australia,44.99
IT consultant,IT,Decreasing,Low,80353.66,High School,13,1583,7793,95.07,75.75,Brazil,59.17
Retail manager,Transportation,Increasing,Moderate,75455.62,Associate Degree,20,5388,5036,22.96,78.89,Australia,49.82
Public relations officer,Finance,Decreasing,High,89911.24,Bachelor’s Degree,7,8614,3845,94.22,60.91,UK,46.12
"Programme researcher, broadcasting/film/video",Retail,Increasing,High,67921.21,Associate Degree,10,433,1360,47.26,55.06,Germany,33.49
Hydrologist,IT,Increasing,Moderate,132423.63,Bachelor’s Degree,20,9709,4802,50.29,20.76,Canada,31.89
"Engineer, manufacturing systems",Manufacturing,Increasing,High,31117.72,High School,15,7760,9942,61.64,89.45,Australia,25.76
"Production assistant, television",Retail,Increasing,High,122144.53,Master’s Degree,8,8267,1158,85.85,78.74,Germany,73.99
Toxicologist,Transportation,Increasing,High,68991.76,Associate Degree,0,216,8346,43.72,15.01,Germany,26.5
"Scientist, water quality",IT,Decreasing,High,40199.52,Master’s Degree,16,1441,4036,26.12,32.83,Australia,76.46
"Engineer, technical sales",Finance,Increasing,Moderate,37419.8,Associate Degree,7,5908,5830,24.1,38.84,Brazil,35.45
"Engineer, maintenance",Manufacturing,Increasing,High,61241.86,Bachelor’s Degree,13,2379,1988,9.13,83.42,Canada,26.65
Animal technologist,Finance,Decreasing,Low,98243.65,Bachelor’s Degree,1,4026,8473,11.53,25.72,Canada,66.4
"Psychologist, clinical",Finance,Increasing,Low,133376.64,Associate Degree,14,8939,117,75.81,16.11,Brazil,24.95
Chief Operating Officer,IT,Increasing,High,84084.04,PhD,6,3704,9722,1.33,14.26,Brazil,48.27
Hospital doctor,Healthcare,Increasing,High,137826.17,PhD,8,1337,3090,5.45,62.31,Brazil,39.4
Learning mentor,Finance,Increasing,Moderate,90120.13,High School,15,9479,4190,50.96,64.33,Brazil,70.43
Theatre stage manager,Manufacturing,Decreasing,Moderate,107188.96,Associate Degree,2,6819,9077,32.33,2.2,UK,50.88
Senior tax professional/tax inspector,Finance,Increasing,High,30578.62,PhD,10,6328,7735,94.96,61.54,Canada,27.74
Private music teacher,Finance,Decreasing,High,129591.04,Master’s Degree,3,5527,5797,58.96,91.05,UK,30.2
Marine scientist,Entertainment,Increasing,High,112866.44,Master’s Degree,17,7027,1138,29.96,82.07,UK,41.27
Higher education lecturer,Finance,Increasing,High,128403.91,Bachelor’s Degree,14,7787,4710,7.33,97.36,USA,56.54
Air cabin crew,Education,Increasing,Moderate,135460.76,Associate Degree,2,2948,6772,58.71,29.39,Germany,77.25
Logistics and distribution manager,IT,Decreasing,Moderate,58849.83,PhD,19,9058,7808,16.27,92.63,India,43.82
"Social research officer, government",IT,Decreasing,High,56239.97,Master’s Degree,20,1256,5964,16.7,68.39,USA,20.95
Therapeutic radiographer,Healthcare,Decreasing,High,33991.8,High School,4,2937,7588,71.43,22.23,Canada,55.78
Information systems manager,Transportation,Increasing,High,145344.08,Master’s Degree,7,7620,5995,2.56,42.16,Brazil,45.01
Lawyer,Retail,Decreasing,Low,67331.08,High School,0,9633,8120,90.72,21.3,USA,37.16
"Psychologist, occupational",Healthcare,Increasing,Low,62727.89,PhD,20,7897,6150,65.4,14.0,Brazil,77.26
Animal technologist,Entertainment,Decreasing,High,128019.09,Bachelor’s Degree,18,2523,6700,47.08,51.83,Canada,43.14
"Engineer, site",Retail,Increasing,High,52317.48,High School,13,842,3897,19.36,53.17,China,44.63
"Designer, multimedia",Transportation,Decreasing,High,86530.0,PhD,16,8328,3736,67.57,96.45,Germany,76.77
Astronomer,Retail,Increasing,Moderate,100789.94,High School,19,7444,9532,75.47,4.01,Germany,74.12
Travel agency manager,Education,Decreasing,High,85918.85,Master’s Degree,4,5285,3280,66.44,44.26,Canada,28.8
Product manager,IT,Decreasing,Moderate,82388.0,Associate Degree,3,841,8935,6.04,2.19,China,69.45
Clinical research associate,Transportation,Decreasing,Moderate,74020.49,Associate Degree,18,2800,8253,33.37,27.14,USA,38.89
Speech and language therapist,Entertainment,Increasing,High,41676.22,Master’s Degree,12,8790,5353,24.1,96.75,Brazil,53.78
Advertising copywriter,Manufacturing,Decreasing,Low,123982.5,High School,1,8411,4414,22.65,29.55,India,44.66
Community development worker,Entertainment,Increasing,High,33957.34,Bachelor’s Degree,6,3036,7614,32.75,96.16,UK,21.52
Medical physicist,IT,Decreasing,Low,131677.27,Bachelor’s Degree,16,3029,483,63.36,51.11,China,34.01
Sports coach,Transportation,Increasing,High,42140.02,Associate Degree,3,9792,1492,22.59,82.36,Germany,56.54
Further education lecturer,Transportation,Increasing,Low,63629.99,Master’s Degree,13,8362,1429,46.88,79.1,China,67.77
Database administrator,Education,Decreasing,Moderate,46320.23,Master’s Degree,7,484,681,58.78,15.41,Australia,54.99
Counselling psychologist,Manufacturing,Increasing,Low,117752.65,Bachelor’s Degree,4,7109,2461,95.71,74.14,China,71.28
"Teacher, early years/pre",Healthcare,Increasing,Low,114921.22,Master’s Degree,12,3449,8183,88.57,90.14,China,21.68
Chartered certified accountant,Transportation,Increasing,Low,128535.23,Associate Degree,0,8827,4997,97.77,28.22,Canada,25.99
"Doctor, hospital",IT,Increasing,High,122616.7,High School,8,5375,3210,93.11,43.09,Canada,37.9
Midwife,Transportation,Increasing,Low,143669.2,Associate Degree,17,9918,2000,48.0,69.64,Germany,43.63
Learning mentor,Finance,Increasing,Low,109991.27,Master’s Degree,10,1982,238,90.77,85.24,Australia,38.23
Commercial horticulturist,Manufacturing,Increasing,Low,72966.29,Bachelor’s Degree,14,1047,8266,15.4,69.65,UK,76.29
Local government officer,Education,Increasing,High,121484.75,Bachelor’s Degree,11,1264,7364,89.8,70.56,Brazil,44.58
"Accountant, chartered certified",Education,Decreasing,Moderate,74854.21,High School,4,6915,931,14.53,52.19,Germany,47.95
Careers adviser,Finance,Increasing,Low,121749.57,Master’s Degree,9,207,1121,14.45,23.53,Germany,67.29
Metallurgist,Education,Increasing,High,97864.87,Master’s Degree,15,5334,8404,31.73,61.08,Germany,73.89
Materials engineer,Retail,Decreasing,Low,30868.47,High School,17,476,8141,2.6,20.1,Australia,68.6
Actor,Entertainment,Decreasing,Low,38180.62,Master’s Degree,8,4155,6221,7.99,71.87,USA,72.83
"Engineer, electrical",Education,Decreasing,Moderate,81635.33,Associate Degree,11,162,6731,40.68,93.48,Australia,56.18
Writer,Entertainment,Decreasing,High,124919.15,PhD,20,2685,5554,0.58,52.1,UK,34.02
Fast food restaurant manager,Manufacturing,Increasing,Moderate,100388.99,Master’s Degree,16,2386,1336,40.1,75.27,Australia,23.5
"Merchandiser, retail",Retail,Increasing,Low,68468.57,High School,13,2648,642,92.95,14.83,UK,79.09
Operational investment banker,Manufacturing,Increasing,Low,40135.6,PhD,8,8137,9265,99.67,86.24,Australia,64.33
Medical sales representative,Manufacturing,Increasing,Moderate,145598.32,High School,10,7601,8158,35.87,72.04,Canada,60.0
Retail buyer,IT,Increasing,Moderate,113983.36,PhD,10,9443,2759,73.22,37.91,Canada,57.34
Warden/ranger,IT,Decreasing,High,53358.63,Associate Degree,4,3550,3817,59.52,48.48,Germany,63.85
Physiotherapist,Retail,Increasing,Moderate,82938.1,Master’s Degree,20,2106,4231,35.85,82.09,China,79.78
Barrister's clerk,Transportation,Increasing,High,132944.92,PhD,13,8527,8964,67.29,96.98,India,58.32
Multimedia specialist,Healthcare,Increasing,Moderate,131187.32,PhD,19,1169,6034,17.49,88.19,UK,61.94
Logistics and distribution manager,Entertainment,Decreasing,Low,139210.32,Associate Degree,15,7072,7052,45.58,78.78,India,52.23
Media buyer,Retail,Increasing,High,144047.66,Bachelor’s Degree,14,7135,853,16.25,91.36,UK,75.34
Landscape architect,Education,Decreasing,High,131819.47,Master’s Degree,7,2883,5446,79.61,27.73,Canada,75.64
Legal executive,Retail,Decreasing,Moderate,136926.71,Bachelor’s Degree,6,9854,3982,79.03,84.12,UK,35.21
Advertising art director,Finance,Increasing,Low,69005.87,High School,15,9931,8926,79.03,64.9,Canada,57.16
Economist,Entertainment,Increasing,High,94953.92,Bachelor’s Degree,0,1535,3230,53.9,69.78,USA,69.57
Tax inspector,Manufacturing,Decreasing,High,65500.51,High School,7,5016,235,92.8,63.65,India,61.14
"Engineer, electronics",Finance,Increasing,High,79978.84,High School,9,353,8561,36.83,53.67,Canada,28.31
"Therapist, nutritional",Retail,Decreasing,High,131448.3,Associate Degree,19,107,518,73.29,72.44,UK,77.31
Magazine journalist,Education,Decreasing,High,129572.29,PhD,19,6987,9057,7.21,66.53,UK,69.86
"Librarian, academic",Finance,Increasing,Moderate,63163.89,High School,20,1870,653,98.93,18.61,USA,27.36
Higher education careers adviser,Manufacturing,Decreasing,Moderate,56398.06,PhD,19,2166,1230,72.08,9.45,USA,43.26
Television camera operator,Education,Increasing,Low,73206.19,High School,18,9323,2955,95.57,38.07,Brazil,49.28
Trade mark attorney,Education,Increasing,Low,34676.4,High School,3,168,7554,2.84,72.03,Canada,45.25
"Education officer, community",Transportation,Decreasing,High,74140.11,PhD,7,1542,3843,75.45,83.14,UK,74.42
"Librarian, academic",Education,Increasing,Low,72401.34,Master’s Degree,16,8367,9732,5.13,14.62,Canada,35.79
Energy engineer,Healthcare,Increasing,Low,147996.55,Associate Degree,1,7179,8046,72.61,30.43,Brazil,60.76
Petroleum engineer,Education,Decreasing,Low,109690.76,Master’s Degree,2,4189,4236,16.54,1.07,Canada,29.86
Consulting civil engineer,Manufacturing,Decreasing,Moderate,132526.16,Associate Degree,5,2501,8915,33.32,20.28,India,62.4
"Scientist, research (medical)",Retail,Increasing,Moderate,94712.08,Associate Degree,0,4512,2200,82.78,51.33,UK,27.87
Child psychotherapist,Manufacturing,Increasing,Moderate,88335.71,Bachelor’s Degree,7,7444,6199,77.69,37.51,Australia,68.2
Land/geomatics surveyor,Retail,Decreasing,High,53694.27,PhD,12,1867,2679,76.15,9.27,Canada,73.15
Barrister's clerk,Retail,Decreasing,Moderate,52468.86,Master’s Degree,7,4806,5880,36.23,5.37,Canada,57.92
Industrial buyer,Education,Decreasing,Moderate,96393.87,Associate Degree,18,4712,8455,31.45,1.7,Australia,60.65
Patent examiner,Transportation,Decreasing,High,85665.38,Associate Degree,7,2767,9460,61.12,38.82,Germany,36.99
"Journalist, magazine",Finance,Decreasing,Low,86825.4,Master’s Degree,15,4982,3066,15.63,50.78,China,24.83
Manufacturing engineer,Transportation,Decreasing,Low,110048.64,PhD,16,8995,5686,1.48,44.65,USA,79.98
Newspaper journalist,Manufacturing,Decreasing,High,74007.77,High School,15,5493,7642,33.9,2.24,China,29.27
Radiation protection practitioner,Transportation,Increasing,Low,41193.26,Bachelor’s Degree,12,747,2360,76.44,21.03,USA,32.92
Higher education careers adviser,Entertainment,Decreasing,Low,117802.49,Associate Degree,11,9186,6910,32.85,52.56,UK,47.8
"Scientist, forensic",Transportation,Increasing,Low,37616.79,Associate Degree,20,7238,4197,15.94,56.27,Brazil,57.69
Orthoptist,Healthcare,Decreasing,Low,74134.38,Associate Degree,2,3990,1715,96.61,9.88,Brazil,39.28
Musician,Entertainment,Increasing,High,141317.65,Master’s Degree,6,4789,8270,50.89,63.24,Australia,48.79
Publishing copy,Healthcare,Decreasing,High,99644.39,Bachelor’s Degree,5,1157,2170,6.34,8.15,USA,67.55
"Surveyor, building",Healthcare,Increasing,Low,114126.23,Master’s Degree,16,9532,5339,7.07,21.02,Germany,27.91
"Administrator, education",IT,Increasing,Moderate,139198.02,Master’s Degree,1,664,7994,79.15,17.15,Germany,57.87
"Scientist, forensic",Finance,Decreasing,Low,128406.45,High School,11,4464,5786,80.69,31.83,India,53.99
"Scientist, forensic",Healthcare,Decreasing,Low,48698.61,Master’s Degree,13,8640,1131,67.48,95.18,Canada,35.56
"Designer, textile",Manufacturing,Decreasing,Moderate,57532.08,Bachelor’s Degree,20,4869,2003,38.42,52.23,USA,77.55
Clinical embryologist,Healthcare,Decreasing,High,108933.78,PhD,15,2328,1163,97.61,49.03,Brazil,27.38
"Accountant, chartered certified",Manufacturing,Increasing,High,132578.99,Associate Degree,15,7210,2126,51.34,86.74,Brazil,74.14
"Buyer, industrial",Finance,Increasing,Low,141997.05,PhD,0,6270,640,67.18,78.62,Brazil,23.41
"Research officer, trade union",Manufacturing,Decreasing,Low,46457.85,Bachelor’s Degree,4,1513,1071,98.45,96.98,Germany,58.27
Office manager,Healthcare,Increasing,Moderate,60577.9,Master’s Degree,5,9777,6769,37.72,26.92,Germany,78.29
Field seismologist,Education,Decreasing,Low,122504.21,Associate Degree,13,8988,9898,58.79,48.82,Germany,34.65
Pensions consultant,Finance,Decreasing,High,88440.65,Bachelor’s Degree,9,6763,4594,24.57,97.18,India,39.97
"Nurse, mental health",Retail,Decreasing,High,86723.09,Master’s Degree,16,4913,8281,53.02,57.6,Brazil,62.71
Bookseller,Retail,Decreasing,Low,107690.97,High School,17,2643,1924,57.55,92.96,USA,58.44
Radio broadcast assistant,Entertainment,Increasing,High,42714.7,High School,11,6676,8944,67.05,75.56,Canada,79.23
Chartered accountant,IT,Increasing,High,58040.0,Master’s Degree,19,5612,5429,69.06,23.68,Brazil,79.86
Field trials officer,Education,Increasing,Moderate,111200.65,Bachelor’s Degree,9,2744,4708,75.34,3.1,Brazil,72.11
Farm manager,Healthcare,Decreasing,High,82024.01,PhD,1,6974,3786,35.02,19.34,China,53.03
Maintenance engineer,Retail,Increasing,High,112662.1,PhD,3,1691,9256,70.51,9.67,China,52.72
"Pharmacist, hospital",Education,Decreasing,High,115534.51,Associate Degree,16,5087,8321,97.66,77.74,Australia,51.23
Haematologist,Retail,Increasing,High,60679.76,High School,16,2131,7320,88.4,88.19,China,56.5
IT trainer,Education,Decreasing,Moderate,147634.49,PhD,15,1738,8454,88.55,41.67,China,67.99
Archivist,Manufacturing,Decreasing,High,137560.64,High School,7,3317,3651,92.22,67.56,India,52.41
Mental health nurse,Finance,Decreasing,High,99155.65,Associate Degree,9,2748,3296,9.72,82.98,Germany,45.41
"Scientist, biomedical",Manufacturing,Increasing,High,96082.85,Bachelor’s Degree,6,5336,3301,21.83,20.88,UK,31.1
Newspaper journalist,Retail,Decreasing,Low,40361.51,Master’s Degree,15,8078,4596,22.5,44.07,China,78.93
"Engineer, agricultural",Finance,Increasing,Moderate,59877.18,Associate Degree,13,2757,1707,93.95,29.82,China,35.88
"Sound technician, broadcasting/film/video",Finance,Increasing,Low,87457.71,Master’s Degree,12,3693,4543,55.41,58.63,USA,36.89
Fish farm manager,IT,Increasing,High,43494.08,Bachelor’s Degree,14,3744,3941,88.32,74.77,UK,58.83
Academic librarian,IT,Decreasing,High,122466.19,Associate Degree,16,8706,5649,28.33,13.92,China,59.95
Insurance account manager,Finance,Decreasing,High,58134.65,Bachelor’s Degree,17,2003,2874,99.84,56.77,USA,54.08
English as a foreign language teacher,Education,Increasing,Low,62435.05,Associate Degree,7,7141,7541,33.34,44.79,UK,60.91
Forest/woodland manager,Entertainment,Increasing,Moderate,66871.38,PhD,9,980,9557,85.73,98.8,Canada,29.54
Chief of Staff,Retail,Decreasing,High,98702.58,Bachelor’s Degree,10,1373,8815,93.28,56.76,Germany,63.11
"Pharmacist, hospital",Education,Decreasing,High,128531.6,Associate Degree,18,2988,1397,37.4,57.39,Germany,40.42
Office manager,Retail,Decreasing,High,90393.1,High School,1,3348,826,43.92,68.71,Brazil,50.43
"Teacher, early years/pre",Finance,Decreasing,Moderate,35024.9,Master’s Degree,2,5037,3439,89.97,41.61,Germany,65.07
Museum/gallery conservator,Entertainment,Increasing,Low,114772.71,Associate Degree,14,774,5105,98.67,53.04,Germany,74.2
"Designer, textile",IT,Decreasing,Moderate,35450.56,Bachelor’s Degree,6,4216,459,23.32,66.29,India,67.51
Arts development officer,Retail,Increasing,Moderate,96354.22,Associate Degree,7,5286,9948,16.56,5.62,China,41.9
"Geologist, engineering",Entertainment,Increasing,Moderate,61496.69,Associate Degree,8,6493,4744,67.8,37.02,Germany,24.27
"Designer, television/film set",Entertainment,Increasing,Moderate,109961.72,Master’s Degree,0,351,5241,64.61,45.77,Brazil,45.62
Facilities manager,Retail,Decreasing,Moderate,63286.16,Master’s Degree,4,1723,1244,53.31,94.32,India,38.83
Web designer,Transportation,Decreasing,Moderate,68266.51,PhD,19,4941,4089,88.41,41.6,UK,34.94
Technical brewer,Entertainment,Decreasing,Moderate,95773.19,Associate Degree,10,9349,2230,91.44,63.28,China,63.59
Video editor,Transportation,Increasing,Moderate,91919.18,Associate Degree,15,9807,4460,90.44,29.65,China,22.1
Corporate treasurer,Finance,Decreasing,Low,127791.76,Master’s Degree,0,6882,4489,88.86,57.8,Australia,22.52
Risk analyst,Transportation,Increasing,Low,70492.07,High School,15,5250,8017,33.95,54.21,Brazil,56.22
Retail merchandiser,Transportation,Increasing,High,66414.36,Master’s Degree,4,2978,1801,71.26,58.07,Germany,68.29
Database administrator,IT,Decreasing,Low,134272.8,Bachelor’s Degree,20,3544,1907,58.35,41.97,UK,41.65
"Engineer, land",Manufacturing,Increasing,Low,35226.06,High School,3,9640,7541,45.9,33.08,Brazil,26.14
Operational investment banker,Education,Decreasing,Moderate,107080.15,Associate Degree,2,2605,2481,84.39,53.75,USA,60.76
Horticultural therapist,Education,Decreasing,High,35069.65,Master’s Degree,1,2961,8900,20.29,61.06,Brazil,70.86
Aid worker,Entertainment,Increasing,Moderate,139286.7,High School,7,8889,5040,70.87,49.57,Brazil,45.45
Midwife,Healthcare,Increasing,Low,62852.72,Bachelor’s Degree,0,1563,5171,65.76,22.13,Australia,66.98
"Therapist, horticultural",Manufacturing,Increasing,High,139339.4,PhD,3,8387,2712,2.63,71.16,UK,42.94
"Psychologist, educational",Finance,Increasing,Low,76483.42,Master’s Degree,18,7135,4139,6.01,14.13,China,66.03
"Restaurant manager, fast food",Manufacturing,Increasing,Low,127025.33,Bachelor’s Degree,9,9716,4134,45.57,45.46,Canada,73.73
Race relations officer,Entertainment,Increasing,Moderate,83360.95,Bachelor’s Degree,17,8381,443,15.41,1.31,India,55.72
"Doctor, hospital",Education,Increasing,Moderate,90161.59,Associate Degree,7,1027,6173,26.13,5.45,Brazil,63.34
Hydrologist,Education,Increasing,High,46259.22,PhD,10,1941,9165,37.58,51.92,UK,58.97
Physiotherapist,Education,Increasing,Low,148050.61,High School,8,7819,6914,82.85,70.28,India,27.51
"Psychotherapist, child",Retail,Decreasing,High,138875.03,High School,4,6822,5104,72.29,17.97,Brazil,67.9
Information systems manager,Manufacturing,Decreasing,Moderate,138726.47,PhD,13,4243,4717,50.81,50.07,USA,60.38
Theatre stage manager,Healthcare,Increasing,Moderate,116501.16,PhD,19,1294,4384,75.17,80.31,Germany,24.02
Water engineer,Manufacturing,Decreasing,Low,99711.52,High School,10,8872,2977,62.48,17.11,Brazil,73.06
Tree surgeon,IT,Increasing,Low,117366.63,PhD,18,5633,1554,79.12,60.72,Canada,58.07
Physiological scientist,Healthcare,Decreasing,Low,84083.0,High School,13,1689,854,74.23,61.41,UK,45.42
"Surveyor, quantity",Retail,Decreasing,High,100257.2,PhD,10,3128,1410,32.9,30.93,India,76.03
"Development worker, community",Finance,Decreasing,Low,66051.46,High School,10,4786,6247,70.3,32.68,India,53.09
Biomedical scientist,Transportation,Decreasing,Low,72733.93,PhD,3,4606,2403,6.9,15.28,UK,32.62
"Development worker, international aid",Education,Increasing,High,139446.75,Master’s Degree,13,7199,826,49.72,24.37,Germany,44.44
Financial trader,IT,Decreasing,Low,33617.97,Associate Degree,17,8189,316,57.22,42.01,India,37.98
Automotive engineer,Transportation,Increasing,High,33378.84,Bachelor’s Degree,17,9154,7393,47.87,58.49,UK,63.34
Retail manager,Education,Increasing,Low,45190.24,PhD,4,1444,2673,83.25,55.57,Australia,40.27
Medical physicist,Manufacturing,Decreasing,Moderate,99507.45,Associate Degree,7,2069,9227,43.28,48.59,Canada,44.42
"Sound technician, broadcasting/film/video",Manufacturing,Increasing,High,34462.84,Master’s Degree,9,3059,8334,81.61,48.42,Canada,28.83
Warden/ranger,Education,Increasing,Low,34383.68,PhD,12,5490,7406,18.87,30.2,Germany,64.96
"Engineer, technical sales",Healthcare,Increasing,Moderate,118449.9,Bachelor’s Degree,14,5685,990,30.38,14.52,USA,53.27
Holiday representative,Healthcare,Increasing,Low,44401.98,PhD,5,4997,8902,29.61,49.02,Canada,77.13
Acupuncturist,Entertainment,Decreasing,Low,82357.45,Master’s Degree,19,2174,234,21.75,17.28,UK,62.93
Museum/gallery conservator,Entertainment,Increasing,Low,125245.91,Bachelor’s Degree,5,3761,2021,49.16,15.45,China,79.74
Patent examiner,Finance,Decreasing,Moderate,91522.85,Associate Degree,4,3001,4431,88.97,29.16,Germany,61.12
Ceramics designer,Entertainment,Decreasing,Low,138667.62,High School,6,2609,2446,91.91,99.04,China,33.03
"Pilot, airline",Healthcare,Increasing,Low,77214.38,High School,9,4527,649,50.0,46.64,Germany,30.82
Insurance account manager,Finance,Decreasing,Moderate,117862.29,High School,12,8829,5650,21.96,36.59,Germany,73.21
"Teacher, adult education",Transportation,Increasing,Low,52304.55,Master’s Degree,11,9081,3934,39.85,12.65,Canada,36.66
"Engineer, biomedical",Transportation,Increasing,High,47465.83,Associate Degree,1,9252,3331,80.67,37.88,UK,27.65
Warehouse manager,Entertainment,Decreasing,High,32683.35,Associate Degree,2,135,3175,94.68,18.59,China,53.26
Wellsite geologist,Education,Decreasing,Moderate,79291.82,High School,19,5623,7134,64.25,46.09,China,67.63
Regulatory affairs officer,Healthcare,Decreasing,Moderate,77200.87,PhD,11,8406,5267,22.93,17.84,India,26.47
Learning disability nurse,Education,Decreasing,Low,94858.23,Master’s Degree,11,9879,5721,66.87,50.4,Brazil,61.78
IT technical support officer,Retail,Increasing,High,95071.55,Bachelor’s Degree,5,4042,6072,14.38,97.88,Canada,22.66
"Engineer, electronics",Manufacturing,Increasing,Low,112737.42,Associate Degree,5,9604,9557,86.66,1.71,Brazil,53.22
"Engineer, agricultural",Transportation,Decreasing,Moderate,86200.36,Bachelor’s Degree,19,6306,8476,13.39,44.73,India,51.67
Radio producer,IT,Increasing,High,139453.27,PhD,0,426,8985,45.63,60.82,Germany,44.74
"Psychologist, counselling",Manufacturing,Increasing,Moderate,36412.32,PhD,9,9801,1793,96.23,38.83,China,77.46
Recruitment consultant,Entertainment,Decreasing,Moderate,99156.54,Bachelor’s Degree,13,3925,4916,70.31,50.83,Canada,63.61
"Editor, magazine features",Retail,Decreasing,Low,85321.51,Master’s Degree,16,1278,3947,42.52,53.89,UK,71.46
Investment analyst,Entertainment,Decreasing,High,124989.71,Associate Degree,13,8094,936,99.17,21.46,Brazil,70.02
Chief of Staff,Transportation,Increasing,High,140348.41,Bachelor’s Degree,20,499,4346,92.95,92.25,Brazil,59.48
IT sales professional,Manufacturing,Increasing,Low,74307.81,Associate Degree,0,6584,5892,12.34,98.41,USA,47.49
Tour manager,Retail,Increasing,Low,122393.6,PhD,5,1869,2492,67.67,2.25,USA,56.83
"Teacher, primary school",Manufacturing,Increasing,Moderate,91833.6,PhD,10,2953,2060,94.93,60.34,Brazil,72.02
"Lecturer, higher education",Transportation,Decreasing,Moderate,138875.53,Bachelor’s Degree,2,4084,8430,16.67,88.53,Australia,67.33
Materials engineer,Manufacturing,Decreasing,Low,44122.69,Bachelor’s Degree,19,7491,2805,32.15,16.18,China,65.48
Insurance claims handler,Retail,Increasing,Low,121988.23,High School,3,5574,8766,80.44,71.57,India,29.32
"Therapist, occupational",Healthcare,Decreasing,High,40836.46,Associate Degree,13,5318,9802,79.79,7.92,Canada,49.25
Solicitor,Transportation,Increasing,Moderate,71930.3,High School,0,2462,3113,45.9,76.93,USA,76.14
"Designer, industrial/product",Transportation,Decreasing,Moderate,146946.93,High School,3,958,9869,94.91,49.96,Brazil,30.45
Animal technologist,Manufacturing,Decreasing,Moderate,81713.59,PhD,20,4191,3655,99.22,27.81,India,69.3
"Accountant, chartered public finance",Manufacturing,Decreasing,Moderate,30937.47,PhD,16,6622,1421,19.56,85.52,Canada,40.64
Holiday representative,Transportation,Decreasing,Moderate,104478.05,High School,18,4283,9404,18.51,95.76,India,67.04
"Conservation officer, nature",Finance,Decreasing,High,146907.98,Master’s Degree,2,626,2539,82.73,81.02,Brazil,47.38
Learning disability nurse,Education,Decreasing,Low,95559.85,Associate Degree,20,1411,9269,55.02,4.45,UK,39.56
"Pharmacist, hospital",Manufacturing,Increasing,Moderate,141724.48,PhD,0,3345,6105,22.87,52.59,Australia,54.16
Commercial horticulturist,Finance,Decreasing,Moderate,78061.84,Master’s Degree,3,7588,1184,80.25,84.12,India,29.09
Best boy,Transportation,Increasing,High,42003.04,Master’s Degree,18,1874,1568,90.78,31.09,Brazil,56.74
Chief Marketing Officer,IT,Decreasing,Low,85920.43,Bachelor’s Degree,11,132,3673,16.77,85.31,USA,33.59
Chartered legal executive (England and Wales),Finance,Increasing,Moderate,60534.21,Master’s Degree,16,554,8001,8.35,47.42,UK,75.57
"Engineer, maintenance (IT)",Finance,Decreasing,High,128369.26,High School,13,5678,4922,73.79,16.99,USA,62.15
Trade union research officer,Healthcare,Decreasing,Moderate,101962.54,Master’s Degree,8,3912,841,81.2,55.17,China,43.02
Printmaker,Healthcare,Decreasing,Low,51795.29,PhD,15,187,257,83.94,7.58,UK,60.39
Print production planner,IT,Decreasing,Moderate,72331.49,Master’s Degree,18,3691,8515,66.29,96.28,Germany,76.97
"Psychologist, forensic",Entertainment,Decreasing,Moderate,54052.99,PhD,7,2889,8476,44.47,24.61,India,21.61
Sales executive,Entertainment,Decreasing,High,140103.83,High School,6,5815,2988,38.96,24.8,India,26.06
Planning and development surveyor,Finance,Decreasing,High,87072.48,Master’s Degree,2,8284,5764,9.97,33.04,India,72.6
"Scientist, physiological",Transportation,Increasing,High,44364.82,High School,11,6102,9004,25.08,73.89,China,43.61
Tax adviser,IT,Increasing,High,111860.08,Master’s Degree,9,7671,6427,46.71,92.97,Australia,55.08
Patent examiner,Transportation,Increasing,Moderate,116606.29,High School,1,7409,3801,54.94,63.5,India,57.65
Air cabin crew,Healthcare,Decreasing,Moderate,148485.91,Associate Degree,2,7830,3368,18.95,57.02,Germany,23.99
Occupational psychologist,Healthcare,Increasing,High,141310.66,Master’s Degree,16,5691,4688,98.49,94.15,Australia,74.61
Transport planner,Transportation,Increasing,Moderate,58950.09,PhD,11,8438,6675,71.26,87.49,Germany,75.52
Hydrogeologist,Entertainment,Increasing,High,140668.44,PhD,2,7949,5607,16.22,52.09,Canada,58.19
IT consultant,Healthcare,Increasing,High,63050.59,Associate Degree,18,8924,7419,53.68,34.02,USA,53.08
"Radiographer, diagnostic",Manufacturing,Increasing,High,142252.23,Master’s Degree,6,498,8022,56.43,45.23,Brazil,34.74
Product manager,Healthcare,Increasing,Low,55912.57,Bachelor’s Degree,7,2601,9536,90.07,77.11,USA,74.21
Company secretary,IT,Decreasing,Moderate,148122.04,PhD,1,3467,8575,79.8,27.1,China,59.1
Warehouse manager,Healthcare,Increasing,Moderate,59581.49,PhD,15,7222,6781,60.26,84.2,UK,68.13
"Exhibitions officer, museum/gallery",Manufacturing,Increasing,Moderate,116648.39,Associate Degree,11,5826,7447,7.08,52.77,USA,60.12
Environmental manager,Transportation,Decreasing,Moderate,139726.43,Bachelor’s Degree,18,6459,5138,74.9,2.92,Brazil,49.17
Publishing rights manager,Finance,Decreasing,Low,127307.69,Bachelor’s Degree,10,5935,9834,1.83,9.11,India,72.16
Product/process development scientist,Manufacturing,Decreasing,Low,83469.6,Bachelor’s Degree,0,6113,1222,54.88,25.21,Germany,47.12
Manufacturing systems engineer,Finance,Increasing,Low,101500.68,PhD,11,3345,8345,89.91,43.42,Brazil,20.12
Audiological scientist,Education,Decreasing,Low,110800.88,Bachelor’s Degree,4,5893,7192,15.84,66.9,China,74.32
"Pharmacist, community",Education,Increasing,Moderate,53632.97,High School,5,8544,625,89.78,38.16,UK,29.03
Music tutor,Education,Increasing,Low,71306.57,Bachelor’s Degree,8,4677,8034,40.65,45.03,China,54.52
"Librarian, public",Retail,Increasing,High,115492.77,Bachelor’s Degree,7,5375,3604,81.85,12.67,India,68.85
"Education officer, environmental",IT,Increasing,High,39168.77,PhD,20,6571,8184,27.49,48.48,Canada,27.42
Personal assistant,Transportation,Increasing,High,52175.44,High School,13,4070,2529,66.92,44.62,India,54.61
"Designer, television/film set",Transportation,Decreasing,Low,99570.3,High School,8,5418,8199,30.9,77.55,Australia,69.18
Forest/woodland manager,Finance,Increasing,High,139830.89,Bachelor’s Degree,19,6840,8256,75.45,62.9,China,53.21
Geophysical data processor,IT,Increasing,High,101888.19,Bachelor’s Degree,19,226,8568,8.57,29.27,Germany,51.55
Comptroller,Education,Increasing,High,100971.83,Bachelor’s Degree,20,1766,2064,92.92,36.79,Australia,53.06
Best boy,Transportation,Decreasing,Moderate,45312.18,Bachelor’s Degree,20,6493,3595,63.83,84.38,Brazil,27.2
"Psychologist, counselling",Retail,Increasing,High,37189.87,High School,13,2975,9996,58.35,3.51,Canada,71.94
"Administrator, sports",Education,Increasing,Moderate,100435.49,PhD,13,1871,3751,74.74,55.07,Australia,78.8
Automotive engineer,Transportation,Increasing,High,30653.46,Associate Degree,15,4088,8239,44.11,58.72,UK,53.78
Commercial art gallery manager,Retail,Increasing,Low,88094.64,PhD,0,824,8321,47.27,44.26,Canada,58.31
"Pilot, airline",IT,Increasing,Moderate,109844.18,Bachelor’s Degree,0,9789,167,59.69,36.89,USA,58.08
Armed forces logistics/support/administrative officer,Education,Decreasing,Low,129470.09,Master’s Degree,1,631,8294,70.94,78.97,Germany,25.03
Theatre director,IT,Decreasing,Moderate,83092.38,High School,10,4598,2363,15.23,46.35,Canada,31.79
Architect,Manufacturing,Increasing,High,125538.66,PhD,6,3410,4890,80.0,30.65,UK,57.7
Fitness centre manager,Retail,Decreasing,High,56907.56,High School,11,6151,4182,28.25,41.56,Brazil,57.55
Purchasing manager,Finance,Increasing,Moderate,72181.78,PhD,13,1074,8185,94.61,75.3,Canada,30.29
"Psychologist, educational",Finance,Increasing,High,95511.1,High School,10,3545,8773,48.69,41.03,Brazil,56.3
Clinical cytogeneticist,Retail,Increasing,Moderate,67462.04,PhD,18,4318,6430,55.57,87.68,China,28.74
Water engineer,Education,Increasing,Moderate,31606.49,High School,8,6081,3996,93.53,72.18,Canada,51.78
Tour manager,IT,Increasing,Low,86761.47,Bachelor’s Degree,20,7501,2428,23.94,70.38,Germany,31.74
"Therapist, sports",Transportation,Increasing,Low,47344.93,High School,5,6217,443,91.7,48.55,UK,46.19
Early years teacher,Retail,Decreasing,Moderate,94327.12,High School,4,9004,6553,92.17,76.46,Brazil,45.34
Hotel manager,Transportation,Increasing,Moderate,38529.58,Master’s Degree,1,8977,5198,65.95,11.42,Australia,73.24
"Nurse, adult",Healthcare,Increasing,Low,59906.54,Associate Degree,7,546,3271,46.72,30.64,Brazil,56.15
Art gallery manager,Finance,Decreasing,Low,53551.34,Associate Degree,11,7610,4224,21.56,39.83,Germany,29.34
Sales promotion account executive,Entertainment,Increasing,High,37488.69,Bachelor’s Degree,20,6568,6161,99.75,4.96,Canada,40.77
Air traffic controller,IT,Increasing,Moderate,110736.92,High School,13,5134,3285,45.79,89.8,China,26.29
Data processing manager,Healthcare,Increasing,Low,37537.46,Master’s Degree,7,5230,7120,84.38,80.69,China,50.29
Hydrologist,Education,Increasing,Moderate,146378.72,Bachelor’s Degree,3,1918,2441,80.76,61.4,Germany,77.4
Bookseller,Transportation,Increasing,High,64443.62,Bachelor’s Degree,12,6027,4610,17.25,89.15,UK,30.56
Careers information officer,Finance,Increasing,Moderate,106083.63,Master’s Degree,8,2425,9793,63.54,29.2,Canada,26.15
Claims inspector/assessor,Manufacturing,Increasing,Moderate,32304.41,Master’s Degree,19,1222,732,63.66,61.82,China,65.22
Corporate treasurer,Entertainment,Increasing,Moderate,126244.13,PhD,3,4989,3209,18.54,28.46,Australia,29.97
"Engineer, biomedical",Manufacturing,Increasing,Moderate,88280.49,Master’s Degree,10,8585,1161,86.22,92.84,India,53.5
Operational researcher,IT,Increasing,Moderate,98536.3,PhD,9,5383,2445,44.11,52.51,China,63.21
Gaffer,IT,Increasing,Moderate,75135.68,High School,11,5163,2751,9.75,73.55,Brazil,29.4
Aeronautical engineer,Education,Increasing,High,31026.06,Associate Degree,8,3947,122,2.15,69.18,Germany,42.99
Osteopath,Healthcare,Decreasing,High,49979.18,Master’s Degree,13,3228,5587,81.45,91.95,China,24.22
Film/video editor,Retail,Increasing,Low,32174.91,Master’s Degree,6,1582,5215,39.83,99.04,UK,52.92
Television/film/video producer,Finance,Increasing,High,45143.01,Bachelor’s Degree,13,1267,2726,67.64,96.57,Australia,77.19
Dealer,Transportation,Increasing,Moderate,97777.96,PhD,9,5966,4271,38.23,99.09,India,69.5
Television production assistant,Finance,Decreasing,High,52437.03,Associate Degree,10,9375,3476,67.2,50.97,UK,51.65
"Journalist, newspaper",Transportation,Decreasing,High,139997.68,Master’s Degree,3,1182,532,92.71,31.25,Canada,52.05
Warden/ranger,Finance,Decreasing,Moderate,138836.09,High School,10,1069,7175,57.95,83.34,USA,39.23
Garment/textile technologist,Entertainment,Decreasing,Moderate,100948.51,Associate Degree,12,188,643,56.76,85.6,Germany,63.62
"Scientist, physiological",Finance,Increasing,Moderate,86337.88,Master’s Degree,2,8390,8664,4.87,2.18,Australia,70.25
Telecommunications researcher,Finance,Decreasing,Low,56326.19,Associate Degree,0,1760,9935,45.99,1.86,China,59.6
Chemical engineer,Finance,Increasing,Low,45359.04,Associate Degree,11,3380,235,9.94,45.44,Brazil,30.27
"Scientist, clinical (histocompatibility and immunogenetics)",IT,Increasing,Low,88351.16,Master’s Degree,20,4937,9615,67.07,83.32,Australia,56.01
Biomedical scientist,Retail,Decreasing,Moderate,54467.56,Associate Degree,17,5518,4269,88.1,44.07,China,42.98
"Production assistant, radio",Finance,Decreasing,Moderate,32312.16,High School,0,3161,9772,20.37,57.51,Brazil,61.7
Hospital doctor,Manufacturing,Increasing,High,113600.34,Master’s Degree,11,8889,1309,85.99,86.39,India,41.18
"Biochemist, clinical",Entertainment,Increasing,Moderate,83478.72,Bachelor’s Degree,13,6426,1520,52.16,88.01,UK,59.43
Bonds trader,IT,Decreasing,Moderate,43499.9,Associate Degree,13,8698,6355,66.78,7.33,USA,75.14
"Teacher, primary school",Education,Increasing,Low,117531.35,Associate Degree,4,3909,747,14.93,81.67,UK,56.91
Diplomatic Services operational officer,IT,Decreasing,Moderate,43592.16,High School,4,5268,5660,0.05,54.8,China,74.54
Quality manager,Healthcare,Decreasing,High,73434.1,Associate Degree,1,5808,2748,34.22,52.78,Brazil,59.97
Civil Service fast streamer,Healthcare,Decreasing,High,71979.87,Associate Degree,8,6839,9414,12.59,69.96,Australia,76.83
Nutritional therapist,IT,Decreasing,High,55625.76,Bachelor’s Degree,10,7667,1635,99.32,99.61,USA,46.49
Marine scientist,Retail,Decreasing,High,37792.11,Bachelor’s Degree,15,7273,8502,92.61,33.59,Australia,68.45
"Scientist, forensic",IT,Increasing,Moderate,34315.42,PhD,19,1868,7854,97.97,17.9,USA,50.91
Equities trader,Manufacturing,Increasing,Low,109681.29,PhD,18,1544,8709,47.64,84.17,USA,59.37
"Loss adjuster, chartered",Education,Increasing,Low,55227.03,PhD,9,9703,8068,71.87,44.82,UK,63.83
"Engineer, building services",Healthcare,Decreasing,Moderate,30598.58,Master’s Degree,4,3434,2599,20.88,95.75,Brazil,27.27
Airline pilot,Healthcare,Decreasing,Moderate,85098.6,PhD,19,714,8689,59.89,64.92,Germany,37.31
Theatre director,Retail,Decreasing,Moderate,84446.67,Bachelor’s Degree,6,2657,8744,70.1,31.37,UK,32.31
Purchasing manager,Manufacturing,Increasing,Low,143414.53,High School,2,2482,2203,67.52,47.78,Germany,77.8
Gaffer,Retail,Increasing,High,83575.24,PhD,19,8836,1676,3.72,30.1,India,59.33
Financial controller,Healthcare,Increasing,High,99083.22,Bachelor’s Degree,14,1443,3339,52.46,87.96,USA,35.31
Armed forces training and education officer,Retail,Decreasing,High,74555.75,Bachelor’s Degree,18,2129,7713,17.2,77.55,China,29.15
Administrator,IT,Decreasing,Low,91286.93,Bachelor’s Degree,7,4313,4777,63.5,13.9,Germany,50.22
Quality manager,Education,Increasing,Low,56890.92,Master’s Degree,14,9295,7119,7.97,71.13,Canada,32.1
Environmental manager,IT,Increasing,Low,145876.4,High School,8,6456,4488,2.95,55.92,USA,33.8
Sales promotion account executive,Education,Increasing,Moderate,130605.91,Associate Degree,3,6231,9452,40.9,3.19,China,22.12
Veterinary surgeon,Finance,Increasing,Low,119925.02,Master’s Degree,12,1637,2202,92.71,58.69,India,34.57
Patent attorney,Education,Increasing,High,40406.84,Master’s Degree,14,9327,5884,46.54,3.23,Australia,39.89
"Programmer, systems",Finance,Decreasing,Moderate,130521.63,PhD,7,827,6310,17.99,13.55,China,25.8
Sport and exercise psychologist,Manufacturing,Increasing,High,62219.25,High School,11,3551,1712,73.94,78.16,UK,26.64
"Surveyor, quantity",Healthcare,Decreasing,Moderate,102638.62,Bachelor’s Degree,9,4848,8573,93.12,67.93,Germany,26.57
Research scientist (life sciences),IT,Increasing,Low,99449.14,Bachelor’s Degree,4,6080,2848,54.49,6.73,Brazil,22.55
Nutritional therapist,Finance,Increasing,Low,101240.03,Associate Degree,19,4240,9953,84.58,10.67,China,51.31
Magazine features editor,Transportation,Increasing,High,67751.32,High School,7,2429,4935,56.51,33.88,China,69.27
"Engineer, maintenance",Healthcare,Decreasing,Moderate,101018.65,Associate Degree,6,7247,4789,97.47,27.39,Germany,27.58
"Engineer, electronics",Manufacturing,Increasing,Moderate,100975.19,Bachelor’s Degree,6,2295,2612,55.63,15.44,UK,59.17
Orthoptist,Manufacturing,Increasing,Low,114249.55,Master’s Degree,6,2726,1174,18.86,8.6,Germany,52.37
Chartered loss adjuster,Education,Decreasing,High,81741.6,Master’s Degree,12,1764,1413,86.34,33.94,UK,68.72
Geophysical data processor,Retail,Decreasing,Moderate,51259.58,Associate Degree,12,8084,552,39.21,59.19,China,76.06
"Psychotherapist, dance movement",Transportation,Decreasing,Low,117836.95,Master’s Degree,6,3485,477,47.85,35.16,Australia,35.98
Podiatrist,Entertainment,Increasing,Low,69012.91,Associate Degree,6,6046,2904,11.47,16.6,USA,76.73
"Merchandiser, retail",Retail,Increasing,High,51929.84,Bachelor’s Degree,13,7913,2749,74.91,11.12,Germany,36.2
Emergency planning/management officer,Manufacturing,Increasing,Moderate,89487.94,PhD,12,9953,357,69.32,11.82,USA,22.41
Set designer,Finance,Increasing,Low,90034.26,PhD,16,1837,4168,71.96,18.3,UK,20.61
Product designer,Manufacturing,Decreasing,High,120232.06,Associate Degree,10,8264,5623,73.74,96.76,Germany,23.84
"Surveyor, minerals",Retail,Decreasing,High,92582.47,Bachelor’s Degree,1,1304,2587,92.99,3.84,UK,66.2
Sales executive,Entertainment,Increasing,Moderate,105590.68,PhD,18,305,319,29.73,4.71,China,64.81
Civil Service administrator,Education,Increasing,Moderate,91746.54,High School,13,6200,2640,32.91,28.95,India,39.1
"Nurse, learning disability",Education,Increasing,High,78130.29,Bachelor’s Degree,18,2622,278,50.49,3.2,USA,79.06
Naval architect,Retail,Decreasing,Moderate,114855.28,PhD,10,6684,8390,60.5,98.32,Brazil,40.99
Risk manager,Entertainment,Decreasing,Low,89037.04,Associate Degree,14,4396,2166,54.57,15.88,UK,28.15
Regulatory affairs officer,IT,Increasing,Low,52769.38,Master’s Degree,15,3264,4945,60.74,29.23,Brazil,28.9
Mental health nurse,Education,Increasing,Low,66850.82,PhD,18,9882,5731,87.5,86.42,China,25.59
Radio producer,Entertainment,Decreasing,Low,94143.36,PhD,10,1477,2185,94.03,56.78,Canada,68.73
Horticultural consultant,Retail,Increasing,Moderate,137074.49,High School,12,6611,9999,91.44,59.95,Australia,59.51
Operational researcher,Healthcare,Decreasing,High,68788.73,Master’s Degree,6,5072,9150,46.62,46.35,UK,26.88
Statistician,Finance,Decreasing,Moderate,45706.34,PhD,11,5258,9315,86.82,13.58,Australia,56.0
Armed forces logistics/support/administrative officer,IT,Increasing,Low,32922.45,PhD,10,3347,4353,83.86,99.6,Australia,76.08
Careers information officer,Healthcare,Decreasing,High,46370.32,Bachelor’s Degree,3,7007,6861,39.76,35.46,Brazil,78.81
Farm manager,Manufacturing,Increasing,High,84147.6,Associate Degree,1,390,9257,36.55,95.61,India,37.14
Food technologist,Retail,Increasing,Low,110657.1,Bachelor’s Degree,10,9502,1757,4.4,20.43,China,79.01
Museum/gallery curator,Healthcare,Increasing,Moderate,41630.09,Bachelor’s Degree,17,6785,6382,89.38,92.43,Germany,71.5
Television floor manager,Entertainment,Decreasing,Moderate,102230.96,Bachelor’s Degree,20,4411,8311,6.88,44.16,UK,26.68
Midwife,Healthcare,Increasing,Moderate,66554.14,PhD,20,7372,5842,90.5,18.55,India,23.69
Agricultural consultant,Manufacturing,Increasing,Moderate,132005.92,Associate Degree,13,7345,9051,47.06,51.34,Brazil,63.23
Electronics engineer,Education,Increasing,Low,146198.86,PhD,4,8475,5031,3.58,47.24,USA,53.5
Licensed conveyancer,Education,Decreasing,Moderate,74527.24,High School,12,9957,4125,60.92,26.87,Australia,64.58
Volunteer coordinator,Healthcare,Increasing,Low,50711.62,PhD,13,7432,7269,64.02,51.23,India,72.8
Production engineer,IT,Decreasing,Moderate,78275.25,High School,3,7680,2841,5.47,80.28,Australia,24.01
Translator,Finance,Increasing,Moderate,146456.32,PhD,19,7561,310,69.94,11.72,Australia,71.32
Farm manager,Transportation,Decreasing,High,141012.24,High School,18,7922,1872,50.68,65.64,UK,21.78
Exhibition designer,Education,Decreasing,Moderate,59730.52,PhD,16,3007,8574,48.43,80.77,USA,24.49
"Engineer, structural",Education,Increasing,High,141549.31,Associate Degree,15,2024,154,97.34,75.48,India,44.25
Pathologist,Entertainment,Increasing,Moderate,105453.56,Bachelor’s Degree,16,8081,4112,73.82,61.5,Australia,37.32
"Scientist, audiological",Entertainment,Decreasing,Moderate,35249.59,PhD,6,2057,5135,88.06,43.81,USA,61.27
Consulting civil engineer,Retail,Decreasing,Moderate,131719.46,Master’s Degree,0,9020,2019,72.48,41.68,China,54.94
Quantity surveyor,Education,Increasing,Low,101635.7,Associate Degree,7,3508,370,82.04,27.2,UK,60.14
"Secretary, company",Healthcare,Increasing,High,37286.68,Bachelor’s Degree,15,8804,1800,53.8,13.57,USA,46.33
Futures trader,Healthcare,Decreasing,Low,128768.33,Master’s Degree,16,4913,6532,22.15,76.38,China,56.24
Planning and development surveyor,Education,Increasing,Low,145021.86,Master’s Degree,20,6299,3491,66.91,49.39,Canada,30.53
"Editor, commissioning",Manufacturing,Decreasing,Low,112833.08,Associate Degree,7,9259,7894,28.05,33.54,USA,39.3
Television production assistant,Retail,Increasing,High,58848.92,Associate Degree,13,5069,3295,55.67,53.12,Australia,59.08
Software engineer,IT,Decreasing,High,100308.86,Bachelor’s Degree,6,2295,3177,49.87,48.35,Germany,47.99
Public house manager,IT,Increasing,Low,42606.43,Associate Degree,20,8320,5092,18.49,27.85,Germany,52.1
Lobbyist,Healthcare,Increasing,Moderate,126675.55,Associate Degree,20,5015,3669,9.24,46.14,Germany,48.38
Purchasing manager,IT,Increasing,Low,91543.12,High School,15,4940,6578,83.09,4.02,India,46.73
Merchant navy officer,Manufacturing,Increasing,Moderate,82146.4,Bachelor’s Degree,7,5804,5493,34.35,24.88,Canada,53.41
Financial adviser,Retail,Decreasing,Low,37960.8,High School,7,9280,3707,91.83,68.95,Australia,65.28
"Embryologist, clinical",Education,Increasing,Low,44501.3,Associate Degree,11,1210,1800,88.36,48.62,USA,53.72
Artist,Manufacturing,Decreasing,Low,36526.87,Bachelor’s Degree,16,5324,3152,34.49,53.66,Canada,31.88
"Research officer, trade union",Manufacturing,Increasing,Moderate,138774.49,Master’s Degree,15,132,6027,21.51,14.73,India,51.84
"Psychologist, sport and exercise",Education,Decreasing,High,70663.57,Bachelor’s Degree,15,2490,8573,54.24,65.34,Canada,66.82
Financial trader,Entertainment,Increasing,Low,119553.06,Associate Degree,7,9081,4345,76.82,29.9,India,48.34
"Surveyor, land/geomatics",Finance,Decreasing,Low,104421.68,Master’s Degree,1,9915,4098,57.01,63.83,UK,37.39
"Runner, broadcasting/film/video",Education,Decreasing,Low,38206.9,High School,7,1577,1282,93.32,65.84,India,65.02
Warehouse manager,Healthcare,Increasing,Low,119775.85,Master’s Degree,1,2435,1765,75.19,63.97,Germany,24.91
"Scientist, research (maths)",Retail,Decreasing,High,89568.1,High School,13,2649,7697,21.09,67.86,Germany,66.79
"Designer, industrial/product",Transportation,Decreasing,High,126395.31,Associate Degree,19,5467,9181,48.57,90.62,Germany,63.3
Physiological scientist,Education,Decreasing,Low,73920.93,Master’s Degree,4,6685,1907,44.98,70.99,Brazil,78.11
Emergency planning/management officer,Retail,Increasing,Moderate,112676.9,Associate Degree,5,7699,3447,92.51,10.65,Germany,23.86
"Administrator, local government",Healthcare,Increasing,Moderate,109685.62,Associate Degree,4,2296,604,29.78,95.57,USA,69.15
Logistics and distribution manager,Transportation,Decreasing,Low,83278.75,Master’s Degree,19,691,4404,91.05,61.42,USA,21.52
Broadcast engineer,Finance,Increasing,Low,143874.92,High School,7,8684,7870,29.86,73.29,India,61.88
"Education officer, community",Education,Decreasing,Low,101800.6,Associate Degree,5,468,7515,13.71,57.88,India,70.67
Aid worker,Entertainment,Increasing,Low,116083.5,Associate Degree,5,8688,6487,85.6,19.55,Brazil,77.15
"Surveyor, hydrographic",Finance,Increasing,High,103881.91,Bachelor’s Degree,9,1423,1410,21.19,41.14,India,20.98
"Doctor, hospital",Retail,Increasing,Moderate,113693.87,Master’s Degree,19,3123,349,75.57,56.81,Brazil,66.41
Television camera operator,Finance,Decreasing,High,80261.93,PhD,4,5940,3184,90.47,60.12,India,45.19
Camera operator,IT,Increasing,Low,83237.01,Master’s Degree,15,3580,5248,84.13,11.84,UK,77.99
Barista,Finance,Decreasing,Moderate,145593.31,Master’s Degree,8,3258,3833,59.87,79.64,Brazil,61.15
Actuary,Manufacturing,Decreasing,Moderate,75378.65,Associate Degree,18,2052,3676,92.78,61.94,Canada,50.7
Regulatory affairs officer,Retail,Decreasing,Moderate,125151.65,High School,11,2617,2655,13.86,81.11,UK,57.69
"Psychotherapist, dance movement",Entertainment,Increasing,High,144350.61,High School,17,9590,9118,37.85,96.46,China,46.33
Senior tax professional/tax inspector,Entertainment,Increasing,Low,41738.08,Master’s Degree,20,1075,7274,99.12,72.47,USA,24.41
Occupational psychologist,Finance,Increasing,Moderate,36287.25,Bachelor’s Degree,14,8172,737,13.32,3.03,India,56.33
Health promotion specialist,Finance,Increasing,Moderate,130454.7,High School,0,4326,9579,24.59,14.06,Germany,41.48
Further education lecturer,Transportation,Decreasing,High,106061.85,Associate Degree,5,5359,4639,58.13,52.38,USA,54.46
Clinical research associate,Transportation,Increasing,Low,61529.02,Master’s Degree,3,9406,6815,7.07,17.02,Germany,59.69
Probation officer,Healthcare,Increasing,Moderate,111409.69,Associate Degree,2,5940,7675,73.28,15.18,Canada,21.91
"Teacher, secondary school",Healthcare,Decreasing,High,119084.32,Bachelor’s Degree,0,385,794,59.17,79.41,Germany,45.95
Musician,IT,Increasing,Low,138588.65,High School,9,204,364,76.41,61.1,Brazil,43.45
Chief Strategy Officer,Transportation,Increasing,Low,51064.37,PhD,5,8390,345,90.02,88.62,Canada,66.37
"Exhibitions officer, museum/gallery",Manufacturing,Increasing,Low,142050.14,Bachelor’s Degree,7,1397,6580,70.73,24.01,Brazil,77.03
"Administrator, charities/voluntary organisations",Education,Increasing,Moderate,97358.14,Bachelor’s Degree,3,2320,5692,7.2,48.15,India,24.09
Early years teacher,Manufacturing,Increasing,Moderate,132648.83,Master’s Degree,11,130,5774,53.9,14.78,Canada,40.08
"Psychologist, forensic",IT,Decreasing,High,49453.27,High School,13,7295,8253,62.04,91.45,Brazil,52.45
Broadcast presenter,Manufacturing,Decreasing,Moderate,104018.64,Master’s Degree,3,1424,8193,65.65,96.82,Germany,50.65
Exercise physiologist,Finance,Increasing,Low,127438.28,PhD,19,3814,2405,32.58,81.0,Brazil,58.0
English as a second language teacher,Retail,Decreasing,Low,78680.03,High School,13,4720,8281,74.04,85.29,UK,27.24
Chartered loss adjuster,Transportation,Decreasing,High,57046.86,PhD,6,1007,526,66.48,56.63,Australia,48.43
Legal executive,Manufacturing,Increasing,Low,87190.41,Associate Degree,1,5311,9159,43.69,59.74,USA,67.02
Information systems manager,Finance,Decreasing,High,101205.72,Bachelor’s Degree,16,5734,5413,56.52,18.9,Germany,62.79
Geophysical data processor,Entertainment,Decreasing,Moderate,114592.15,Master’s Degree,17,6822,1901,36.91,11.76,Germany,58.75
"Engineer, land",Healthcare,Increasing,Moderate,45263.73,Bachelor’s Degree,3,9957,2354,51.57,66.41,Germany,73.95
Lexicographer,IT,Decreasing,Moderate,49028.94,Associate Degree,10,2412,705,14.17,99.1,China,76.99
Industrial/product designer,Education,Decreasing,Low,90741.33,Master’s Degree,10,9720,323,76.7,77.13,USA,78.01
Charity fundraiser,Retail,Decreasing,Moderate,129182.05,Master’s Degree,16,7268,7713,94.57,39.67,India,51.67
Child psychotherapist,Retail,Decreasing,Low,123988.27,Bachelor’s Degree,9,2925,4076,57.2,34.71,Canada,49.29
"Lighting technician, broadcasting/film/video",Education,Decreasing,High,125865.49,High School,1,5792,7521,28.24,81.57,Germany,20.25
"Teacher, adult education",Entertainment,Decreasing,Moderate,34644.54,PhD,3,2200,112,24.5,69.61,USA,20.73
Ophthalmologist,Education,Increasing,Low,49313.66,High School,3,4410,8519,38.78,79.42,USA,66.36
Estate agent,Retail,Decreasing,High,44719.69,Master’s Degree,11,7880,148,88.74,17.57,Germany,49.75
Multimedia specialist,Transportation,Decreasing,Moderate,145226.4,Bachelor’s Degree,5,4842,5344,90.96,23.55,Australia,57.88
Chiropractor,Healthcare,Increasing,Moderate,40342.36,Bachelor’s Degree,18,3952,1952,47.68,4.46,India,58.92
"Psychologist, counselling",Manufacturing,Decreasing,Low,56098.45,Associate Degree,7,1306,6268,90.53,5.35,Brazil,47.46
"Doctor, general practice",Entertainment,Increasing,Low,128537.37,Master’s Degree,0,5942,3732,12.12,48.01,China,30.31
Historic buildings inspector/conservation officer,Healthcare,Increasing,Low,38023.18,Bachelor’s Degree,11,266,8218,74.35,91.57,India,36.64
Biomedical scientist,IT,Decreasing,High,72421.23,PhD,12,3316,7220,42.92,9.98,Canada,23.26
"Accountant, chartered management",IT,Increasing,Low,106033.22,Associate Degree,12,8689,999,63.47,13.99,India,51.04
Telecommunications researcher,Finance,Decreasing,Low,110523.83,High School,8,5201,5310,44.94,52.07,Canada,70.77
Photographer,Entertainment,Increasing,Moderate,112627.95,Master’s Degree,11,5700,5844,4.44,47.23,China,26.18
"Production assistant, radio",Entertainment,Increasing,Low,120437.55,Bachelor’s Degree,3,1018,8180,90.77,11.44,Australia,20.69
TEFL teacher,Transportation,Decreasing,High,102643.01,PhD,7,3897,9762,40.56,76.67,Australia,27.2
Geophysicist/field seismologist,Healthcare,Increasing,Low,67094.69,PhD,4,2913,1642,66.82,78.38,Brazil,59.91
Tour manager,Manufacturing,Increasing,Moderate,131654.49,Associate Degree,10,5056,5733,24.26,96.07,India,62.44
"Designer, television/film set",Transportation,Decreasing,High,47720.46,High School,20,2516,1421,5.46,29.09,China,67.77
"Programme researcher, broadcasting/film/video",Entertainment,Increasing,High,74818.7,High School,8,5618,6741,89.54,24.6,UK,26.52
"Engineer, water",Entertainment,Decreasing,High,41919.44,Master’s Degree,14,640,1167,48.68,27.34,Australia,22.17
"Scientist, research (physical sciences)",Entertainment,Increasing,Moderate,45655.03,PhD,1,1590,6586,88.97,82.21,Australia,66.7
Diagnostic radiographer,Transportation,Increasing,High,50745.42,PhD,6,2225,5463,17.32,73.19,China,75.93
"Producer, television/film/video",Retail,Increasing,High,117582.65,Bachelor’s Degree,13,6617,9163,9.1,53.89,India,31.99
Food technologist,Finance,Increasing,High,143875.5,PhD,3,6443,6814,76.45,25.33,Australia,62.39
Forensic scientist,Healthcare,Decreasing,Moderate,115787.2,PhD,14,7045,7720,14.13,74.54,China,66.2
"Designer, interior/spatial",Finance,Decreasing,Low,51524.43,Associate Degree,15,5708,9123,6.09,50.63,Germany,37.49
"Engineer, land",Education,Decreasing,Low,83615.44,Associate Degree,18,3378,7714,60.49,21.56,USA,41.45
Product/process development scientist,Entertainment,Increasing,Moderate,59454.97,Master’s Degree,1,7744,9611,0.55,38.23,Germany,39.31
Occupational hygienist,IT,Decreasing,Low,36655.34,PhD,10,3956,112,6.44,92.19,Australia,51.52
Television/film/video producer,IT,Decreasing,Low,35090.05,Master’s Degree,17,8433,788,83.15,48.86,Germany,78.39
"Designer, graphic",IT,Increasing,Moderate,61243.28,High School,6,8349,3545,48.36,90.91,UK,62.41
Agricultural consultant,Retail,Increasing,Low,82356.7,High School,15,5259,1631,52.33,3.14,China,49.64
"Surveyor, land/geomatics",Finance,Increasing,High,128721.61,PhD,0,2751,7620,76.79,90.35,Australia,51.87
Probation officer,Retail,Decreasing,Low,64849.47,High School,15,9646,1113,13.45,35.02,China,29.91
"Surveyor, commercial/residential",Retail,Increasing,High,41494.4,Bachelor’s Degree,15,7170,4181,72.09,75.2,Germany,20.78
Clinical embryologist,Manufacturing,Decreasing,Low,71480.66,Bachelor’s Degree,9,4910,4830,1.6,37.54,USA,25.38
Publishing rights manager,Transportation,Increasing,High,101026.77,PhD,8,5620,2860,85.48,82.72,China,40.53
Armed forces operational officer,Education,Decreasing,High,91316.83,High School,3,2006,4703,3.42,16.55,USA,22.33
Holiday representative,IT,Increasing,High,68344.46,Associate Degree,11,7807,7195,8.31,32.68,Australia,46.06
Associate Professor,Healthcare,Increasing,High,51715.2,PhD,5,5324,1121,47.83,94.98,Canada,54.23
"Engineer, energy",IT,Increasing,Moderate,95203.31,High School,11,842,2238,81.44,9.55,India,62.68
Control and instrumentation engineer,Finance,Decreasing,High,107298.93,Master’s Degree,3,5968,7458,50.39,91.25,Germany,35.03
Drilling engineer,Finance,Increasing,Low,115824.09,Associate Degree,16,3690,758,88.13,30.15,USA,35.96
IT trainer,Entertainment,Decreasing,Low,60637.59,Master’s Degree,1,8445,3300,48.24,73.5,Germany,64.18
Marine scientist,Healthcare,Decreasing,High,120917.7,High School,5,7982,4892,4.07,16.79,USA,67.54
Science writer,Manufacturing,Increasing,Low,62589.91,Master’s Degree,8,9790,9193,84.76,82.66,Germany,75.33
Clinical molecular geneticist,IT,Increasing,High,30250.01,High School,10,258,9235,96.92,71.63,UK,75.59
"Lecturer, further education",Retail,Increasing,Moderate,83551.8,High School,5,1038,3938,14.83,17.54,UK,54.69
Retail buyer,Manufacturing,Decreasing,Low,106016.46,Bachelor’s Degree,1,9723,4719,46.1,68.02,India,38.43
Secretary/administrator,IT,Decreasing,Low,35143.32,Master’s Degree,16,4424,4151,12.31,91.49,Canada,32.89
Print production planner,IT,Increasing,High,37491.73,Associate Degree,3,8290,1777,96.37,88.24,USA,22.2
Broadcast journalist,Healthcare,Increasing,High,46435.22,High School,4,4344,9035,46.0,31.9,India,38.34
Health promotion specialist,Education,Increasing,Low,100597.29,High School,4,2840,6027,36.91,50.38,Germany,43.37
Warden/ranger,Finance,Increasing,Moderate,46569.75,Master’s Degree,19,586,3704,64.44,6.2,Brazil,76.78
International aid/development worker,Manufacturing,Decreasing,High,119246.43,Master’s Degree,13,2373,230,24.16,83.1,India,46.16
Tourist information centre manager,Education,Increasing,Low,128619.03,PhD,14,9252,3071,48.8,67.47,Canada,31.02
Licensed conveyancer,Finance,Decreasing,Moderate,121756.89,High School,15,8109,1319,9.51,65.82,India,54.14
"Engineer, manufacturing",Manufacturing,Decreasing,High,35418.4,High School,20,7136,2417,47.0,98.03,India,26.05
"Designer, industrial/product",Entertainment,Increasing,Moderate,103793.84,Associate Degree,18,5590,5235,85.8,53.19,Brazil,38.41
Sales promotion account executive,Healthcare,Decreasing,Moderate,33384.06,Master’s Degree,8,8928,3101,65.32,11.18,India,33.36
Environmental consultant,Manufacturing,Decreasing,Low,132865.83,PhD,18,4951,7450,71.64,47.45,China,72.1
Futures trader,Finance,Decreasing,Low,136726.72,PhD,16,2745,1473,61.66,41.28,Canada,79.71
"Surveyor, quantity",Healthcare,Decreasing,Low,71073.79,Bachelor’s Degree,5,5675,4593,29.17,97.39,USA,76.51
Water engineer,Education,Increasing,Moderate,86288.46,PhD,14,1370,3828,69.53,44.25,UK,21.43
Higher education careers adviser,Transportation,Decreasing,High,102415.85,High School,6,5813,2251,80.09,26.61,India,66.09
Toxicologist,Entertainment,Decreasing,High,32899.73,Master’s Degree,15,6447,4159,99.68,74.0,India,62.37
"Teacher, music",Retail,Decreasing,Moderate,80188.04,Associate Degree,16,5512,7730,19.11,60.0,Australia,65.84
Dancer,Entertainment,Increasing,Low,70131.58,Associate Degree,17,9826,8533,27.35,86.71,Germany,60.37
Firefighter,Finance,Decreasing,High,92189.24,PhD,1,2201,5170,40.39,51.33,China,23.81
"Presenter, broadcasting",Transportation,Decreasing,Low,40269.75,Associate Degree,3,2179,9076,29.11,72.11,Brazil,56.07
Local government officer,IT,Increasing,High,59213.22,Master’s Degree,8,3404,7557,20.64,98.63,India,32.18
Chartered public finance accountant,Retail,Increasing,Moderate,118594.37,Associate Degree,5,1449,8416,23.69,41.44,USA,76.58
Rural practice surveyor,Education,Decreasing,High,87251.41,PhD,3,5040,6876,92.42,15.9,China,55.82
"Therapist, sports",Finance,Increasing,Low,81925.59,Bachelor’s Degree,9,3065,7604,39.03,34.81,China,49.25
Mental health nurse,Manufacturing,Increasing,Moderate,103242.96,High School,20,3479,4443,49.75,76.33,Australia,68.25
Insurance underwriter,Healthcare,Increasing,High,146370.09,Associate Degree,16,9780,2832,50.65,46.66,Germany,45.34
"Engineer, mining",Education,Increasing,Moderate,64839.1,PhD,8,3067,5076,8.9,72.23,China,36.29
Contracting civil engineer,Entertainment,Increasing,Moderate,47373.1,Associate Degree,13,2392,5521,73.95,89.89,China,24.68
"Designer, fashion/clothing",Manufacturing,Decreasing,Low,112869.18,Associate Degree,17,2971,7295,26.84,29.13,Brazil,60.34
Financial trader,Entertainment,Increasing,High,131075.33,High School,12,6935,8384,53.02,80.54,China,25.37
"Scientist, forensic",Finance,Increasing,Low,42905.3,Associate Degree,15,6120,3592,39.31,31.19,UK,60.94
Dispensing optician,Finance,Decreasing,High,45200.25,Bachelor’s Degree,15,7251,2797,73.87,11.14,Germany,65.72
"Investment banker, operational",Manufacturing,Increasing,Moderate,47531.74,Master’s Degree,20,2256,3119,75.71,20.94,Brazil,52.0
Telecommunications researcher,IT,Increasing,Moderate,127546.64,Master’s Degree,10,8983,1804,22.36,33.15,China,21.27
Animal technologist,Education,Increasing,Low,122889.56,Associate Degree,0,4828,3770,35.43,39.82,Brazil,43.99
Food technologist,Finance,Increasing,Low,40388.39,High School,15,8112,2500,12.68,19.52,Canada,35.32
Orthoptist,Retail,Decreasing,Low,83116.06,Master’s Degree,6,4559,2180,47.08,31.57,India,38.28
"Education officer, museum",Entertainment,Increasing,High,92087.51,Bachelor’s Degree,5,2606,322,71.76,90.52,Australia,33.29
Catering manager,Retail,Decreasing,Moderate,122442.53,PhD,11,2824,9707,16.94,66.38,Australia,39.38
Trade union research officer,Manufacturing,Increasing,Moderate,46477.01,Bachelor’s Degree,17,1524,990,12.42,82.96,UK,41.17
Office manager,Manufacturing,Increasing,Moderate,35445.45,PhD,18,2129,1852,19.41,2.2,Canada,57.74
"Buyer, retail",IT,Decreasing,High,44634.31,PhD,8,7442,3440,74.69,13.5,Brazil,46.0
Music therapist,Education,Decreasing,High,34442.75,Bachelor’s Degree,7,3457,5163,15.91,53.17,India,48.0
"Accountant, chartered public finance",Retail,Decreasing,Low,88778.69,PhD,0,1404,6780,60.79,64.98,Germany,52.25
Manufacturing engineer,IT,Decreasing,High,58227.62,PhD,8,6549,2793,8.76,5.52,Canada,42.31
"Producer, television/film/video",Education,Decreasing,Moderate,149967.94,Master’s Degree,0,8686,5074,66.9,41.34,Australia,34.32
IT trainer,Education,Increasing,Low,57199.3,Bachelor’s Degree,3,9282,7123,87.94,34.39,Brazil,53.19
Surgeon,Finance,Increasing,High,99731.63,Associate Degree,18,5125,3286,41.33,57.5,Australia,57.12
Health service manager,IT,Increasing,High,145216.59,Bachelor’s Degree,3,9642,6596,71.22,43.15,India,71.06
"Psychologist, prison and probation services",Healthcare,Increasing,Low,37370.6,Master’s Degree,19,9255,3960,64.91,53.26,USA,70.06
Charity officer,Healthcare,Increasing,Moderate,98524.6,Bachelor’s Degree,17,6213,5802,76.46,22.26,China,31.48
Brewing technologist,Entertainment,Increasing,High,118509.78,Master’s Degree,15,9898,8211,9.93,68.44,China,59.61
Veterinary surgeon,Education,Decreasing,Moderate,132911.98,Master’s Degree,15,3100,9516,0.46,79.74,Brazil,75.56
"Psychologist, counselling",Transportation,Increasing,Low,96320.52,Associate Degree,12,3215,8691,28.0,89.99,Australia,57.88
Recruitment consultant,Manufacturing,Increasing,Moderate,94118.62,High School,3,3522,8335,30.77,49.52,Australia,65.87
Communications engineer,Manufacturing,Increasing,High,58604.36,PhD,13,3988,2036,63.24,11.93,Germany,20.4
Press sub,Finance,Increasing,High,51465.03,PhD,18,4068,1387,93.14,10.72,Australia,35.93
"Engineer, broadcasting (operations)",Finance,Decreasing,High,40436.1,Bachelor’s Degree,14,4417,6828,75.78,55.66,Canada,77.86
Furniture conservator/restorer,Finance,Increasing,High,107604.26,PhD,14,3668,5292,25.77,85.94,UK,49.9
Product manager,Finance,Increasing,Moderate,109367.45,Associate Degree,3,7583,2118,22.09,5.12,China,39.37
Plant breeder/geneticist,Healthcare,Decreasing,Moderate,34573.3,High School,10,3263,8974,44.1,47.39,China,74.63
Logistics and distribution manager,Healthcare,Decreasing,Low,90804.7,High School,18,6456,4034,7.48,21.89,USA,61.9
Paediatric nurse,Entertainment,Increasing,High,48231.02,Master’s Degree,1,7151,5807,21.61,77.88,Canada,66.12
Minerals surveyor,Education,Decreasing,Moderate,106531.69,PhD,10,5124,8702,85.17,53.32,UK,21.0
Pension scheme manager,Entertainment,Decreasing,Moderate,89797.62,PhD,0,7982,5681,75.74,97.41,China,61.09
English as a second language teacher,Manufacturing,Increasing,High,128554.63,PhD,19,2995,2110,36.96,23.14,Brazil,29.22
Information officer,Healthcare,Increasing,Moderate,64846.7,Bachelor’s Degree,10,741,1965,30.36,96.75,Australia,54.28
Armed forces operational officer,Finance,Increasing,Moderate,61751.41,Bachelor’s Degree,7,8554,7412,66.2,78.41,Australia,31.8
"Teacher, secondary school",Manufacturing,Decreasing,Low,56426.36,High School,6,9456,9950,35.89,99.89,Germany,79.41
"Engineer, mining",Retail,Increasing,High,90201.97,Master’s Degree,14,5163,963,45.46,65.32,Australia,22.62
Clothing/textile technologist,Healthcare,Increasing,Moderate,33239.06,PhD,18,3058,7718,73.62,21.09,Australia,42.74
"Administrator, arts",IT,Decreasing,Moderate,48912.56,High School,18,7896,7730,41.33,53.27,China,79.68
Chartered legal executive (England and Wales),Retail,Decreasing,Moderate,118946.56,Master’s Degree,16,8972,1792,26.86,42.23,Australia,48.35
"Therapist, music",Healthcare,Increasing,High,68520.47,Bachelor’s Degree,20,9385,6648,13.4,40.82,China,61.13
Environmental consultant,IT,Decreasing,Moderate,125916.58,Bachelor’s Degree,13,8936,4348,48.47,32.47,China,48.66
Museum/gallery exhibitions officer,Healthcare,Decreasing,Moderate,39810.94,Associate Degree,17,9055,7199,41.37,86.2,USA,28.34
Product designer,Transportation,Increasing,Moderate,53585.97,Associate Degree,20,8944,4167,65.31,64.16,China,44.65
Land/geomatics surveyor,Education,Increasing,Low,145102.83,Bachelor’s Degree,16,1825,9970,88.79,1.94,China,20.11
"Buyer, retail",Education,Increasing,Moderate,101496.27,Bachelor’s Degree,16,3475,5596,28.53,40.64,India,21.76
Wellsite geologist,Transportation,Decreasing,High,134145.46,High School,3,5543,6852,48.56,45.1,China,21.91
Counsellor,Entertainment,Increasing,Moderate,127153.23,Associate Degree,0,605,4787,43.44,82.78,USA,49.15
Commissioning editor,IT,Decreasing,High,82541.97,Master’s Degree,4,2055,2987,61.85,44.77,India,23.62
"Psychologist, occupational",Manufacturing,Decreasing,Moderate,108260.27,PhD,6,7669,727,58.73,43.54,China,38.72
Communications engineer,Retail,Increasing,High,66152.79,Bachelor’s Degree,4,9188,2509,93.96,23.51,Canada,65.33
Further education lecturer,Retail,Increasing,Moderate,112408.11,Associate Degree,9,5856,1509,54.36,4.62,UK,20.15
Higher education lecturer,IT,Decreasing,Moderate,62829.54,Associate Degree,16,1490,9207,9.83,77.97,Germany,29.82
Commercial/residential surveyor,IT,Decreasing,Moderate,129922.73,Associate Degree,8,7480,6680,0.35,57.3,Brazil,20.49
Financial controller,IT,Decreasing,Low,79243.51,Master’s Degree,14,842,8475,33.35,88.44,UK,44.16
Special effects artist,Retail,Increasing,High,147829.87,Associate Degree,12,7205,1974,54.6,85.03,UK,53.03
"Lighting technician, broadcasting/film/video",Transportation,Decreasing,High,131082.16,Associate Degree,10,7307,9695,92.94,2.72,Canada,51.66
"Research officer, government",Manufacturing,Decreasing,High,52120.76,Bachelor’s Degree,5,8257,5803,43.5,76.81,USA,33.2
"Conservation officer, historic buildings",Finance,Decreasing,High,109325.12,Master’s Degree,6,4389,2179,88.16,41.88,Germany,69.27
Radio producer,Manufacturing,Decreasing,High,87879.08,Master’s Degree,0,4868,6322,16.42,21.01,Canada,31.02
Health and safety adviser,Finance,Increasing,High,99011.77,Bachelor’s Degree,18,7731,7238,96.61,10.57,India,65.81
Risk manager,Manufacturing,Increasing,Low,41669.69,Bachelor’s Degree,20,2599,8532,45.27,33.11,China,20.03
Sales executive,Finance,Increasing,High,137116.21,Master’s Degree,0,1568,8066,22.21,75.28,Canada,43.91
Camera operator,Entertainment,Decreasing,Low,60448.99,Associate Degree,0,5788,4293,27.25,35.28,Canada,63.47
"Teacher, secondary school",Education,Decreasing,High,127391.19,Bachelor’s Degree,0,4235,8642,83.72,15.47,USA,58.19
"Programme researcher, broadcasting/film/video",Finance,Increasing,Low,89613.34,Master’s Degree,5,8496,2492,96.74,44.18,Germany,22.44
Armed forces technical officer,Education,Increasing,High,106953.18,High School,3,4994,2939,97.05,90.09,USA,30.13
Manufacturing systems engineer,IT,Increasing,Moderate,34305.57,High School,3,3023,7948,32.32,93.17,UK,47.45
Analytical chemist,Education,Decreasing,Moderate,123281.22,Associate Degree,20,4294,3499,49.04,21.23,Canada,24.14
Analytical chemist,Transportation,Decreasing,High,32528.6,Associate Degree,0,964,4666,21.7,70.11,UK,49.24
Banker,IT,Decreasing,High,66236.92,Bachelor’s Degree,13,6034,410,1.45,60.5,Australia,25.48
Analytical chemist,Transportation,Increasing,Moderate,47324.68,PhD,2,5830,5612,0.31,13.49,UK,72.12
"Administrator, local government",Entertainment,Increasing,High,60239.8,Master’s Degree,0,7906,395,10.4,35.26,Germany,35.18
Retail manager,Finance,Increasing,High,147775.21,Master’s Degree,9,7653,4512,42.24,27.61,Australia,25.54
Print production planner,Entertainment,Increasing,Low,62445.15,Associate Degree,11,7975,1801,1.18,0.09,UK,20.14
Herbalist,Healthcare,Decreasing,Moderate,130369.87,High School,0,7044,8581,42.29,33.0,Brazil,30.32
Field trials officer,IT,Increasing,Low,75755.02,PhD,7,3126,5608,2.71,37.16,Australia,32.5
Water quality scientist,Transportation,Increasing,Low,61400.51,High School,17,1283,872,14.33,28.01,India,23.55
Minerals surveyor,Manufacturing,Increasing,Moderate,53984.71,PhD,12,5775,7202,75.15,32.04,India,54.9
Counsellor,Retail,Increasing,High,44951.75,Associate Degree,4,1768,6346,10.15,35.49,China,23.45
Biomedical engineer,Manufacturing,Decreasing,High,52286.46,Master’s Degree,3,4534,1784,24.46,90.29,Germany,68.26
"Designer, textile",Manufacturing,Decreasing,Low,50759.33,PhD,20,9391,300,48.35,52.54,Germany,47.17
Hospital doctor,Entertainment,Decreasing,Low,100394.98,PhD,1,1131,8389,36.18,57.71,Brazil,41.63
"Teacher, primary school",Healthcare,Increasing,Moderate,110317.55,PhD,12,8291,6877,23.8,66.29,Brazil,75.89
Astronomer,Entertainment,Increasing,Low,92452.93,PhD,20,7559,7123,67.21,90.12,Australia,37.22
International aid/development worker,Finance,Increasing,High,103685.49,Bachelor’s Degree,9,4195,5148,47.88,33.9,India,66.32
Equities trader,Finance,Increasing,High,59777.0,Associate Degree,0,7408,8218,6.5,72.53,India,33.8
Training and development officer,Transportation,Decreasing,Moderate,136658.38,PhD,11,4039,2155,86.23,32.53,Brazil,30.31
Land,IT,Increasing,Low,79709.12,Associate Degree,13,8368,5923,48.35,10.31,USA,47.59
"Lecturer, higher education",Entertainment,Increasing,Moderate,40241.27,High School,9,5643,1098,55.63,85.8,USA,72.16
Health and safety adviser,Retail,Decreasing,High,75807.76,High School,20,919,4245,67.17,97.16,USA,27.02
"Surveyor, building control",Education,Increasing,Moderate,128642.76,Associate Degree,3,3949,4427,33.48,61.16,Germany,60.16
Agricultural consultant,Retail,Decreasing,Low,126214.63,Master’s Degree,4,5820,6375,3.26,97.35,India,47.5
Information officer,Education,Decreasing,High,135354.32,Bachelor’s Degree,14,2368,3732,45.56,56.34,Australia,24.86
"Therapist, drama",Transportation,Increasing,High,147756.41,Associate Degree,8,9011,6190,53.05,8.05,Canada,53.02
Mudlogger,Manufacturing,Decreasing,High,33391.53,High School,16,2416,4287,39.59,67.23,USA,76.74
Telecommunications researcher,Finance,Increasing,Moderate,143243.58,Bachelor’s Degree,19,6454,2925,31.15,59.03,USA,71.29
Consulting civil engineer,Finance,Decreasing,Low,100749.4,High School,5,8270,7505,26.32,83.95,Brazil,59.34
Advice worker,Manufacturing,Decreasing,Moderate,121152.37,Associate Degree,11,7777,1630,58.92,92.85,India,49.7
"Teacher, primary school",Education,Increasing,Moderate,114732.4,High School,15,5590,7064,52.31,90.48,China,68.43
Air cabin crew,Manufacturing,Increasing,Low,32547.01,PhD,7,5977,748,26.97,54.67,Germany,75.25
Community arts worker,Manufacturing,Decreasing,High,99411.67,Associate Degree,3,5679,1311,43.86,61.58,Germany,45.98
Chief Executive Officer,Transportation,Increasing,Low,143584.65,Associate Degree,20,5384,2404,86.39,59.15,Brazil,47.85
Garment/textile technologist,Manufacturing,Increasing,Moderate,96273.81,Bachelor’s Degree,10,2774,7038,79.68,27.66,USA,29.58
Speech and language therapist,Retail,Decreasing,High,81386.72,Bachelor’s Degree,1,1935,9287,20.1,69.51,Brazil,75.41
"Sales professional, IT",Transportation,Increasing,High,43329.28,Associate Degree,8,9786,7008,33.78,4.6,UK,77.6
Marine scientist,Healthcare,Increasing,Moderate,103014.72,Bachelor’s Degree,15,2374,4925,81.2,76.91,China,54.49
"Engineer, manufacturing systems",Transportation,Increasing,Low,55603.14,Associate Degree,3,2853,3504,22.67,70.24,Canada,56.21
Psychotherapist,IT,Increasing,High,40794.71,High School,6,3960,6039,17.66,73.27,Germany,44.26
Print production planner,Manufacturing,Decreasing,Low,39113.39,High School,5,6726,2037,89.99,75.96,India,75.0
Writer,Healthcare,Increasing,Low,39518.2,Associate Degree,2,8600,7862,44.07,34.48,UK,67.82
Probation officer,Education,Decreasing,High,44117.88,Bachelor’s Degree,1,1964,1249,80.98,12.58,Australia,66.65
Fisheries officer,Healthcare,Decreasing,Low,49448.57,PhD,17,9075,7851,41.89,20.82,UK,45.09
"Lecturer, higher education",Education,Decreasing,Low,92411.16,Associate Degree,10,1990,7233,64.79,72.23,USA,77.76
Social worker,Manufacturing,Decreasing,Moderate,102369.49,Associate Degree,16,585,5351,10.91,72.69,Australia,41.46
Interior and spatial designer,Transportation,Decreasing,Moderate,37733.25,Associate Degree,11,8602,5070,71.47,81.29,Australia,38.19
Insurance underwriter,Healthcare,Decreasing,Moderate,49557.61,High School,6,6875,9770,57.9,61.42,USA,33.64
"Programmer, applications",Transportation,Decreasing,Moderate,93287.06,Master’s Degree,18,3266,2834,4.45,44.93,Australia,32.31
"Editor, film/video",Manufacturing,Increasing,High,112262.67,Bachelor’s Degree,9,1208,2941,15.77,11.26,UK,48.32
"Engineer, materials",Finance,Decreasing,High,145867.66,Master’s Degree,13,5668,9842,69.45,71.61,UK,22.22
Airline pilot,Healthcare,Decreasing,High,71276.24,Master’s Degree,16,6530,2392,23.94,80.81,Germany,22.35
"Buyer, industrial",Transportation,Increasing,High,95533.29,PhD,9,6771,6516,6.15,71.68,China,72.72
"Editor, film/video",IT,Decreasing,High,124210.37,Master’s Degree,12,6994,130,78.78,21.93,Australia,65.52
Visual merchandiser,Healthcare,Increasing,Moderate,106784.48,Associate Degree,2,2650,8734,8.52,61.88,USA,33.63
Special educational needs teacher,Transportation,Decreasing,Low,108898.98,Bachelor’s Degree,11,7194,4789,47.46,31.92,USA,58.72
Financial manager,Finance,Increasing,Moderate,65750.43,Bachelor’s Degree,8,8442,2945,86.77,40.71,UK,27.08
Web designer,Transportation,Decreasing,Low,102262.74,Bachelor’s Degree,13,7345,813,17.44,41.08,UK,51.97
Colour technologist,IT,Increasing,High,108704.48,Associate Degree,8,8435,8318,45.04,82.86,Australia,30.16
Dancer,IT,Increasing,High,115903.32,Master’s Degree,11,1218,8563,74.64,94.32,Canada,33.42
Prison officer,IT,Increasing,High,110069.47,Associate Degree,12,8692,6714,98.06,36.47,UK,61.97
"Designer, furniture",Transportation,Increasing,Moderate,37034.07,Associate Degree,11,1626,7499,82.37,48.51,Germany,42.21
Industrial/product designer,Transportation,Increasing,High,60865.99,Associate Degree,9,7671,4747,71.02,61.34,Australia,38.41
"Engineer, electrical",Manufacturing,Increasing,Moderate,32152.92,Master’s Degree,16,7649,6888,13.37,32.08,USA,32.94
Biomedical scientist,Transportation,Increasing,Moderate,111607.47,Bachelor’s Degree,16,5336,4158,22.09,15.15,China,48.46
Ceramics designer,Retail,Decreasing,Moderate,103805.57,Master’s Degree,5,4185,9017,38.25,99.31,Brazil,78.85
Microbiologist,Entertainment,Decreasing,High,72378.58,Master’s Degree,16,1762,8438,22.08,32.13,USA,65.1
Counsellor,Transportation,Increasing,Low,71487.92,Bachelor’s Degree,10,1007,2755,14.82,49.28,UK,43.93
Catering manager,Manufacturing,Decreasing,Low,85300.89,Bachelor’s Degree,0,368,9666,77.7,13.09,Australia,39.23
Data processing manager,Transportation,Increasing,Moderate,109374.28,Bachelor’s Degree,11,3389,7422,74.26,81.94,Germany,20.19
Cytogeneticist,Transportation,Increasing,Low,117247.27,Master’s Degree,11,4622,4953,66.05,85.12,Canada,34.8
"Accountant, chartered certified",Finance,Decreasing,Moderate,74503.11,PhD,11,5833,7799,98.06,66.97,China,73.41
"Engineer, maintenance (IT)",Healthcare,Decreasing,Low,45526.47,Bachelor’s Degree,5,5367,2972,57.91,50.43,Canada,49.95
Herbalist,Education,Decreasing,High,33446.23,Associate Degree,14,9888,5614,46.09,88.37,Brazil,31.3
"Editor, magazine features",Entertainment,Increasing,Low,95884.27,Master’s Degree,15,4897,6962,14.18,47.36,India,34.39
Sports therapist,Retail,Increasing,High,96239.41,Master’s Degree,10,5500,2633,94.3,39.21,Australia,79.01
"Pharmacist, hospital",Finance,Increasing,High,86255.67,Bachelor’s Degree,0,6725,9844,34.32,7.21,UK,73.54
Charity officer,IT,Decreasing,Moderate,37459.76,High School,0,5518,4183,43.81,37.2,UK,27.53
Speech and language therapist,IT,Decreasing,Low,38029.39,Master’s Degree,3,9622,6574,50.07,84.01,UK,70.1
Administrator,Entertainment,Increasing,High,140142.81,Bachelor’s Degree,13,3144,139,29.51,59.85,Australia,34.63
Energy manager,Transportation,Increasing,High,140000.43,Associate Degree,18,1443,7792,64.11,66.26,India,25.43
"Scientist, clinical (histocompatibility and immunogenetics)",IT,Decreasing,Low,145923.3,High School,12,8689,9518,64.56,57.76,Canada,49.93
"Conservator, museum/gallery",Transportation,Decreasing,Moderate,98399.88,PhD,19,9275,5611,88.7,84.29,Germany,77.29
Communications engineer,Transportation,Increasing,Moderate,78919.85,Master’s Degree,10,5663,929,60.42,36.74,Australia,41.21
Osteopath,Manufacturing,Increasing,Moderate,94724.67,Bachelor’s Degree,13,7759,5024,43.96,23.87,Canada,53.07
Chartered legal executive (England and Wales),Transportation,Increasing,Moderate,60232.15,High School,2,5905,7884,12.96,30.31,Australia,53.41
Fitness centre manager,Education,Increasing,Low,31731.8,PhD,11,6736,3752,96.52,39.47,Australia,20.7
Translator,IT,Increasing,Moderate,130843.41,Master’s Degree,11,3556,3802,1.4,28.84,Canada,46.16
Energy engineer,Retail,Increasing,High,43279.74,Bachelor’s Degree,18,4269,1389,86.91,18.33,China,39.74
Air traffic controller,Education,Increasing,Moderate,61525.15,Master’s Degree,2,5246,5785,62.94,62.68,USA,76.1
"Scientist, research (maths)",Entertainment,Decreasing,High,105856.78,Master’s Degree,15,1418,5531,43.6,30.2,Brazil,48.53
Historic buildings inspector/conservation officer,Retail,Increasing,Low,56800.5,Associate Degree,10,5604,397,67.19,51.75,China,38.43
"Programmer, applications",Retail,Increasing,High,40790.01,PhD,5,8863,1671,62.44,49.31,Canada,25.05
Chief Executive Officer,IT,Increasing,Low,123959.97,Bachelor’s Degree,13,1817,8317,1.77,13.84,UK,22.98
Medical physicist,Education,Decreasing,Moderate,97653.97,Bachelor’s Degree,10,8146,1159,14.33,67.53,USA,60.65
Sales promotion account executive,Healthcare,Decreasing,Moderate,59696.92,Bachelor’s Degree,2,2699,6360,63.08,53.11,India,58.82
"Nurse, children's",Retail,Increasing,High,145377.32,PhD,3,600,3428,74.55,51.45,USA,73.98
"Engineer, site",IT,Increasing,Moderate,114019.49,Associate Degree,9,4626,4079,53.47,28.92,Germany,65.98
Data processing manager,Transportation,Decreasing,Low,91624.83,Bachelor’s Degree,6,6861,2379,12.87,28.99,China,72.44
Sports therapist,Finance,Decreasing,Moderate,135857.1,Master’s Degree,13,4074,5941,15.94,83.56,Germany,24.7
Television camera operator,Retail,Decreasing,Low,107985.05,High School,1,7441,6005,64.73,36.61,Australia,64.4
"Surveyor, insurance",Healthcare,Decreasing,Moderate,110559.9,Bachelor’s Degree,13,8743,3037,83.33,69.79,India,67.81
"Investment banker, corporate",Manufacturing,Increasing,High,85597.83,Master’s Degree,4,9538,676,4.35,48.18,China,44.4
Art therapist,Education,Decreasing,High,55600.86,Master’s Degree,5,6063,1653,61.91,22.75,UK,30.69
IT consultant,Retail,Increasing,Low,78534.94,Master’s Degree,4,1990,2983,47.13,31.8,Canada,43.32
Chief Financial Officer,Finance,Increasing,High,77960.3,Bachelor’s Degree,3,3195,1606,6.08,80.55,Brazil,47.32
Colour technologist,Finance,Increasing,High,70666.76,Associate Degree,11,348,2483,21.33,49.36,USA,40.91
"Engineer, manufacturing systems",Retail,Increasing,Low,130995.01,Associate Degree,16,5230,8384,93.93,66.37,Germany,28.37
Location manager,Manufacturing,Decreasing,High,82810.68,High School,15,7008,2695,99.67,29.82,USA,27.34
"Nurse, adult",Healthcare,Increasing,High,88172.86,Master’s Degree,14,977,1081,31.17,78.36,China,35.13
Tourist information centre manager,IT,Decreasing,Moderate,93183.81,PhD,20,2650,5611,86.71,0.11,India,75.43
"Copywriter, advertising",Manufacturing,Increasing,Moderate,92479.69,Bachelor’s Degree,14,4328,1682,70.28,80.52,USA,54.86
Company secretary,Education,Increasing,Moderate,133049.11,High School,8,1033,6516,7.08,71.04,USA,39.75
"Administrator, Civil Service",Entertainment,Decreasing,Moderate,49165.87,Associate Degree,12,1703,4257,48.89,54.14,Australia,61.04
Volunteer coordinator,IT,Increasing,High,99911.06,PhD,0,768,7169,52.1,88.27,Germany,41.1
"Teacher, primary school",Healthcare,Decreasing,High,41994.77,PhD,3,416,6294,59.16,2.64,India,37.28
"Surveyor, building",Education,Decreasing,High,79844.81,Associate Degree,4,5999,6302,68.75,73.08,Australia,46.85
Medical technical officer,Healthcare,Decreasing,Low,91454.36,Master’s Degree,10,6274,4548,73.74,71.02,UK,58.42
Field seismologist,Finance,Increasing,Moderate,34135.48,Master’s Degree,3,650,8597,5.19,20.7,China,45.63
Quarry manager,Entertainment,Increasing,Moderate,50962.62,Bachelor’s Degree,19,9381,2301,35.4,7.79,UK,40.29
Public relations account executive,Healthcare,Decreasing,Low,71541.61,High School,9,557,1122,94.93,81.04,China,68.54
Television/film/video producer,Education,Increasing,High,66662.36,PhD,17,8467,8689,9.33,49.24,Australia,50.23
"Loss adjuster, chartered",Retail,Decreasing,High,69628.96,PhD,3,5935,1234,63.81,18.92,Germany,50.32
Publishing copy,Healthcare,Increasing,High,132136.88,Master’s Degree,16,2043,4722,0.8,42.12,USA,24.01
Software engineer,Manufacturing,Decreasing,Low,111108.2,High School,15,4489,1341,35.02,25.15,Brazil,22.75
Bonds trader,Healthcare,Decreasing,High,72000.95,Master’s Degree,7,7358,8771,71.92,39.11,India,57.92
Jewellery designer,Transportation,Increasing,Low,66575.1,PhD,10,9167,3425,72.17,10.26,UK,62.72
Tax adviser,Manufacturing,Decreasing,Low,108469.1,Master’s Degree,13,3008,1491,21.3,32.3,USA,20.99
Systems analyst,Finance,Decreasing,Low,80021.34,Bachelor’s Degree,19,7720,2973,24.32,98.87,Germany,69.86
Location manager,Entertainment,Increasing,Moderate,66154.73,Bachelor’s Degree,11,9155,8327,31.5,0.68,Canada,66.33
Travel agency manager,Manufacturing,Increasing,High,107708.44,High School,9,2141,7489,40.69,25.92,UK,63.71
Quality manager,Entertainment,Decreasing,High,86470.13,Associate Degree,6,7725,8525,67.12,96.56,Australia,67.29
Outdoor activities/education manager,IT,Increasing,Low,119139.35,Associate Degree,9,4322,6422,87.67,78.85,China,69.33
Health service manager,Finance,Decreasing,High,84000.84,PhD,13,4845,1383,41.64,97.19,UK,27.69
Retail banker,Manufacturing,Decreasing,Low,75083.25,PhD,16,9740,2898,60.75,81.46,Germany,72.65
Learning mentor,Education,Increasing,Low,74632.05,Master’s Degree,16,566,927,31.47,11.99,Australia,47.86
Hydrologist,Finance,Increasing,Low,69533.22,PhD,9,2278,5031,99.93,77.81,Canada,39.37
Child psychotherapist,Finance,Decreasing,Moderate,65911.45,Associate Degree,19,8757,1870,43.32,58.74,UK,36.18
Psychiatrist,Manufacturing,Increasing,Low,131472.01,Master’s Degree,15,7924,4863,63.58,40.44,UK,46.1
Petroleum engineer,Manufacturing,Increasing,High,117554.39,Associate Degree,3,9457,665,59.29,86.05,UK,75.27
"Surveyor, building control",Healthcare,Increasing,Low,123812.84,High School,1,5557,829,69.74,45.92,Australia,68.57
"Chemist, analytical",IT,Decreasing,Low,33815.94,High School,10,5174,8784,57.37,12.36,Australia,70.62
Retail merchandiser,Transportation,Increasing,Low,71057.01,Master’s Degree,20,8614,5014,62.16,98.44,UK,34.83
Insurance broker,Education,Decreasing,Moderate,149847.12,PhD,1,4968,7068,77.04,94.64,UK,59.51
Personal assistant,Entertainment,Increasing,Moderate,53787.04,Master’s Degree,6,9677,7008,28.59,19.71,China,50.6
Architectural technologist,Healthcare,Increasing,High,61191.79,Master’s Degree,6,198,8303,23.38,65.52,Brazil,33.94
Garment/textile technologist,IT,Decreasing,Moderate,102023.54,PhD,11,8915,8887,63.6,34.73,Canada,28.57
"Civil engineer, consulting",Education,Decreasing,Moderate,61653.7,Master’s Degree,18,845,8880,16.07,35.85,Australia,66.48
Actor,Retail,Decreasing,High,76725.89,Bachelor’s Degree,2,7417,4072,55.94,67.82,UK,79.65
"Editor, commissioning",Finance,Decreasing,High,83437.84,Master’s Degree,15,6239,3905,8.9,9.53,UK,79.33
Mechanical engineer,Entertainment,Decreasing,Low,52948.66,Bachelor’s Degree,6,8666,1483,92.79,92.3,Brazil,23.17
Stage manager,IT,Decreasing,Moderate,102439.74,Associate Degree,5,3188,5674,7.46,77.86,Germany,27.16
Paramedic,Healthcare,Decreasing,Moderate,48234.67,Associate Degree,19,627,2350,3.01,65.23,Germany,62.59
Naval architect,Education,Increasing,Low,54666.38,PhD,9,2254,4373,78.48,57.31,Germany,60.66
Equality and diversity officer,Education,Increasing,High,76790.38,PhD,12,3301,9254,7.39,51.54,Brazil,29.06
"Scientist, product/process development",Manufacturing,Decreasing,High,142200.55,High School,18,8621,1008,42.53,39.13,Brazil,65.99
"Surveyor, insurance",IT,Increasing,High,146811.6,Bachelor’s Degree,9,281,1772,6.69,1.37,Brazil,40.91
Art therapist,Retail,Decreasing,Moderate,52454.6,PhD,9,8271,4804,11.66,37.66,Australia,65.91
Public house manager,IT,Decreasing,High,44764.43,Master’s Degree,10,8166,4959,16.57,91.44,China,55.7
Dramatherapist,Manufacturing,Increasing,Low,51269.5,Bachelor’s Degree,2,3868,6460,77.17,38.28,India,24.75
"Lecturer, higher education",Education,Decreasing,Moderate,69268.69,High School,1,7084,7409,92.61,75.15,Germany,49.73
Research scientist (medical),Manufacturing,Increasing,High,96343.6,PhD,2,9424,7169,76.88,90.29,Brazil,48.88
Hospital pharmacist,Entertainment,Increasing,Low,71988.1,PhD,15,1980,302,26.38,17.45,Australia,34.17
Cartographer,Education,Increasing,Low,38153.96,Associate Degree,18,3990,9249,39.97,20.62,India,30.23
Chief Executive Officer,Finance,Decreasing,Low,127519.66,PhD,6,9838,8163,95.66,52.04,China,43.76
Further education lecturer,Transportation,Increasing,Moderate,81125.99,PhD,9,2475,9314,3.58,84.58,Australia,41.34
"Designer, television/film set",Retail,Increasing,Low,103778.47,Bachelor’s Degree,11,4549,2838,29.47,46.22,China,36.89
Health and safety adviser,Manufacturing,Decreasing,Low,71031.04,Bachelor’s Degree,17,4961,9060,45.48,4.21,Germany,64.67
Structural engineer,IT,Decreasing,Moderate,49705.78,Associate Degree,10,6099,9387,54.66,5.26,Canada,27.33
Clinical biochemist,Healthcare,Decreasing,High,89040.91,High School,15,9844,9740,73.75,88.96,China,40.32
Mudlogger,Healthcare,Decreasing,High,121627.72,Master’s Degree,14,5671,7434,60.23,33.37,USA,41.91
Educational psychologist,IT,Decreasing,Low,123938.52,Bachelor’s Degree,9,6935,5058,33.23,8.75,China,76.95
Psychiatric nurse,Manufacturing,Decreasing,Moderate,68156.88,PhD,14,9149,1242,88.79,50.26,Canada,79.72
"Lecturer, further education",IT,Increasing,Moderate,33756.72,Bachelor’s Degree,0,952,1827,25.84,22.75,China,77.36
Systems developer,Finance,Increasing,High,83511.06,Master’s Degree,9,6150,9596,75.23,20.0,USA,69.36
Database administrator,IT,Decreasing,Low,55224.58,PhD,10,5340,8331,39.81,18.1,Brazil,59.59
"Scientist, product/process development",Education,Increasing,Low,66592.0,Associate Degree,0,3470,5356,86.66,11.27,Germany,27.71
Legal executive,Healthcare,Increasing,Moderate,129621.03,High School,16,9500,8277,32.51,40.3,Germany,73.13
"Optician, dispensing",Finance,Increasing,Low,39501.46,Master’s Degree,16,4876,5763,47.69,7.15,Australia,52.07
Museum education officer,Healthcare,Increasing,High,81225.2,Master’s Degree,6,8246,2028,21.4,47.35,Brazil,34.08
Data processing manager,Transportation,Decreasing,High,33097.19,Bachelor’s Degree,8,3414,3047,99.33,70.42,Australia,72.86
Retail banker,Transportation,Decreasing,Moderate,36216.91,Master’s Degree,13,2663,3156,82.69,66.2,Australia,55.63
"Scientist, clinical (histocompatibility and immunogenetics)",IT,Decreasing,Moderate,104762.28,PhD,13,7015,6314,50.09,69.3,China,27.6
Insurance account manager,IT,Increasing,High,117767.19,Master’s Degree,8,6202,1770,54.74,41.86,Brazil,25.8
English as a foreign language teacher,Transportation,Decreasing,Moderate,148646.79,PhD,1,2464,5841,4.67,16.45,Canada,78.35
"Teacher, music",Finance,Increasing,Low,106321.08,PhD,1,5790,8540,55.02,64.39,China,72.8
Maintenance engineer,Retail,Decreasing,High,127287.56,PhD,3,9195,2098,59.07,25.57,UK,69.37
"Scientist, clinical (histocompatibility and immunogenetics)",IT,Increasing,Moderate,100657.9,PhD,14,4771,1214,47.52,8.62,USA,70.99
Petroleum engineer,Transportation,Decreasing,Moderate,43354.03,Bachelor’s Degree,14,9354,8366,44.34,69.2,China,35.53
"Administrator, charities/voluntary organisations",Transportation,Decreasing,High,42038.62,PhD,6,2351,6011,87.08,26.26,USA,30.02
"Engineer, maintenance",Transportation,Increasing,Low,61929.46,Bachelor’s Degree,8,7065,4330,46.58,3.72,USA,57.45
Geochemist,Retail,Increasing,Moderate,89249.03,Master’s Degree,1,7860,5152,45.97,81.15,Germany,79.47
Acupuncturist,Retail,Increasing,Moderate,39392.94,Associate Degree,19,4253,5357,42.36,11.35,Germany,77.27
Technical brewer,Healthcare,Increasing,High,148675.9,High School,7,8410,3488,50.55,32.55,China,63.13
Sports administrator,IT,Increasing,High,33196.37,Associate Degree,11,1297,3416,30.21,84.12,USA,60.92
Advertising copywriter,Healthcare,Increasing,Moderate,39578.12,PhD,8,4224,5867,48.76,23.89,Australia,79.06
Office manager,Education,Increasing,Moderate,84938.03,PhD,12,8211,374,46.24,56.31,USA,54.2
Clinical embryologist,IT,Decreasing,Moderate,147222.58,Bachelor’s Degree,16,506,4622,13.79,57.35,UK,25.35
Energy manager,IT,Decreasing,Moderate,140647.85,Master’s Degree,12,4216,7456,48.8,4.15,India,70.66
Television production assistant,Education,Decreasing,High,35291.83,High School,18,3237,551,40.8,53.09,Brazil,35.85
Health visitor,IT,Decreasing,Moderate,38362.17,Bachelor’s Degree,19,687,5810,85.01,38.66,USA,51.31
Ambulance person,IT,Decreasing,Low,103658.96,High School,19,5314,8169,15.06,90.21,China,64.9
"Teacher, English as a foreign language",Transportation,Decreasing,Low,141566.37,PhD,5,6300,2837,14.72,54.76,Brazil,64.49
Multimedia specialist,Manufacturing,Increasing,High,146023.5,PhD,5,2904,4362,51.24,56.91,Germany,64.95
"Journalist, newspaper",Entertainment,Decreasing,Low,103435.2,Associate Degree,10,6930,1657,52.41,66.28,Australia,57.38
Landscape architect,IT,Increasing,Moderate,43479.86,Associate Degree,12,4823,9422,15.51,14.12,UK,71.67
Applications developer,Education,Increasing,Moderate,108487.43,Master’s Degree,3,1061,1873,79.52,25.16,UK,20.57
Training and development officer,IT,Increasing,High,38203.64,Master’s Degree,0,8271,7194,6.46,64.39,Australia,60.76
"Therapist, occupational",Finance,Decreasing,High,94466.18,Bachelor’s Degree,3,5557,3715,69.83,26.47,Brazil,61.35
"Engineer, communications",Retail,Increasing,Low,99299.04,Bachelor’s Degree,14,5587,4584,6.98,44.75,China,72.13
"Engineer, petroleum",IT,Decreasing,High,91911.22,PhD,5,8452,8044,26.64,18.58,UK,44.88
"Engineer, biomedical",Healthcare,Decreasing,Low,72111.57,PhD,20,6443,7577,21.78,71.72,UK,62.31
"Conservation officer, historic buildings",Healthcare,Decreasing,Moderate,77627.13,Master’s Degree,16,620,3475,89.3,11.98,Germany,57.57
"Loss adjuster, chartered",Entertainment,Decreasing,High,56936.09,Master’s Degree,16,4601,1432,62.67,27.32,Australia,64.42
"Therapist, nutritional",Manufacturing,Decreasing,Moderate,57789.42,PhD,9,1525,7038,91.56,81.36,Germany,73.14
Corporate investment banker,Entertainment,Decreasing,High,131532.58,Master’s Degree,4,1239,7273,86.12,23.29,China,29.02
"Buyer, retail",Transportation,Decreasing,Moderate,44265.24,Bachelor’s Degree,18,9708,7091,88.88,30.83,UK,74.17
Arts development officer,Education,Increasing,Moderate,133272.84,Master’s Degree,6,2647,6480,58.36,27.78,Germany,42.57
Psychotherapist,Transportation,Increasing,Low,55877.66,High School,18,3890,3287,12.7,87.86,UK,36.64
"Embryologist, clinical",Entertainment,Increasing,Low,130442.18,PhD,3,2914,3019,99.28,0.83,USA,44.31
"Lighting technician, broadcasting/film/video",Manufacturing,Increasing,Moderate,146070.03,Bachelor’s Degree,9,2202,5671,55.84,13.34,USA,41.62
"Nurse, children's",Retail,Increasing,Moderate,41419.51,Associate Degree,11,8341,183,38.77,26.53,India,27.72
"Lighting technician, broadcasting/film/video",Entertainment,Decreasing,High,111315.01,High School,15,9801,1974,0.99,68.35,Australia,34.55
Quality manager,Education,Decreasing,Low,68148.43,High School,15,8339,4374,83.71,94.36,UK,24.16
Insurance claims handler,Healthcare,Increasing,High,53621.58,PhD,16,8061,1684,72.97,91.66,India,54.75
Phytotherapist,IT,Decreasing,Low,146925.01,Master’s Degree,4,575,7222,39.95,9.03,Australia,59.97
"Teacher, special educational needs",Healthcare,Decreasing,Low,93466.21,Master’s Degree,20,1592,6686,60.14,60.64,USA,54.72
"Administrator, education",IT,Decreasing,High,89412.02,Associate Degree,11,285,1739,31.57,92.97,Canada,41.4
Best boy,Retail,Increasing,Low,79278.77,Associate Degree,3,5871,3511,48.68,96.82,China,54.75
Land/geomatics surveyor,Transportation,Decreasing,High,109668.43,Master’s Degree,0,7564,2109,30.6,75.3,USA,43.16
Paediatric nurse,Finance,Increasing,Moderate,79867.56,PhD,0,5313,361,71.13,72.59,UK,31.01
Housing manager/officer,Entertainment,Decreasing,High,86413.02,Bachelor’s Degree,10,4757,7090,61.46,93.26,Germany,58.2
Dealer,Retail,Increasing,Low,90559.17,Master’s Degree,7,9117,6229,11.25,53.37,Brazil,20.19
"Accountant, chartered public finance",Healthcare,Increasing,Moderate,58730.37,High School,4,7687,8579,21.21,5.19,Australia,54.26
Land/geomatics surveyor,Healthcare,Decreasing,Low,69797.34,High School,16,2341,1081,82.21,51.3,Germany,70.44
"Sales professional, IT",Manufacturing,Increasing,Low,106153.84,Associate Degree,0,5897,3070,88.36,86.42,India,34.51
"Copywriter, advertising",IT,Increasing,Moderate,115819.01,PhD,9,2700,8152,1.26,77.03,UK,32.36
Senior tax professional/tax inspector,Manufacturing,Decreasing,High,38076.82,High School,9,8946,5151,37.75,92.01,China,51.92
Research scientist (medical),Entertainment,Decreasing,Moderate,98774.88,High School,0,7735,8548,76.85,0.79,USA,33.03
Architect,Transportation,Decreasing,High,86268.49,PhD,18,7876,3493,1.32,95.92,China,73.93
Probation officer,Finance,Increasing,High,50397.08,Bachelor’s Degree,8,4677,9450,5.25,35.68,UK,54.45
Data scientist,Retail,Increasing,Moderate,129681.98,Bachelor’s Degree,20,7459,5242,86.49,34.02,Brazil,62.43
Charity officer,IT,Increasing,Moderate,117483.38,Associate Degree,8,9475,5489,85.96,85.44,China,57.66
"Producer, radio",Healthcare,Increasing,Moderate,93701.13,Associate Degree,8,5660,3398,62.25,95.36,Brazil,71.86
Sport and exercise psychologist,Manufacturing,Increasing,Low,30852.93,PhD,2,3779,3328,43.94,62.73,China,68.07
"Engineer, building services",Education,Increasing,Low,136378.34,Associate Degree,5,2855,5386,14.64,50.42,Australia,69.22
"Engineer, maintenance",Retail,Decreasing,Low,116399.31,Associate Degree,1,9292,1574,95.08,2.68,Australia,58.25
Firefighter,Entertainment,Decreasing,Low,108745.5,Associate Degree,12,7297,6447,53.85,6.97,India,59.25
Armed forces training and education officer,Manufacturing,Decreasing,Moderate,52532.62,High School,18,9175,499,35.01,58.18,China,62.94
Clinical cytogeneticist,Retail,Decreasing,Moderate,89036.72,PhD,18,5975,692,14.14,24.36,China,66.95
Accommodation manager,Transportation,Increasing,High,71119.5,High School,6,2432,6803,44.1,50.46,India,60.93
"Psychologist, forensic",Retail,Decreasing,Low,133028.07,Bachelor’s Degree,5,8110,7020,89.78,80.82,USA,51.19
"Accountant, chartered public finance",Manufacturing,Decreasing,Low,43321.97,High School,9,6441,7804,51.37,98.84,Brazil,35.22
Clinical molecular geneticist,Transportation,Increasing,Low,97035.89,High School,17,8365,8656,88.92,59.9,Brazil,40.59
Charity fundraiser,Manufacturing,Increasing,High,93306.9,Bachelor’s Degree,5,4999,8553,6.55,92.45,Australia,30.52
Haematologist,Education,Decreasing,High,55547.84,PhD,19,2408,1710,71.6,75.96,Germany,22.6
Sports development officer,Transportation,Decreasing,High,101001.84,Master’s Degree,15,7988,6869,74.88,93.24,Germany,52.85
Seismic interpreter,Healthcare,Increasing,Moderate,123305.39,Bachelor’s Degree,17,9014,4134,12.52,96.28,China,72.29
"Journalist, magazine",Entertainment,Increasing,High,91638.77,Bachelor’s Degree,12,4107,9908,54.18,46.2,Australia,77.33
Ecologist,Finance,Decreasing,Low,120325.84,High School,14,2805,5510,56.73,78.7,UK,48.45
Police officer,Healthcare,Increasing,High,143453.26,Associate Degree,12,2063,1610,65.15,47.43,Germany,37.82
"Investment banker, operational",Entertainment,Increasing,Low,94608.04,High School,6,3091,7672,98.56,27.08,India,65.07
Careers information officer,Finance,Decreasing,High,57145.7,High School,12,5450,5522,14.89,91.23,USA,51.1
Quarry manager,Entertainment,Increasing,Low,64699.12,Bachelor’s Degree,16,975,8193,98.59,13.24,Canada,57.07
Publishing copy,Transportation,Increasing,Moderate,49082.06,Master’s Degree,5,5229,8288,9.04,67.05,Brazil,35.69
Clinical molecular geneticist,Transportation,Increasing,High,63167.31,Bachelor’s Degree,4,5492,8262,48.51,3.97,UK,75.81
"Administrator, sports",Retail,Decreasing,Low,58368.73,Master’s Degree,20,8316,7145,73.15,67.72,Australia,73.95
Water engineer,Manufacturing,Increasing,Moderate,109084.75,High School,1,5460,6412,80.25,78.89,Canada,40.04
"Civil engineer, contracting",IT,Decreasing,High,83358.98,Bachelor’s Degree,7,6997,8702,15.44,67.2,Canada,75.31
Dancer,Education,Increasing,Moderate,110686.6,PhD,18,5857,2592,60.44,55.62,China,38.38
Health visitor,Finance,Increasing,Moderate,144210.2,Bachelor’s Degree,6,7440,7640,73.9,53.54,UK,41.92
Accounting technician,Education,Increasing,Low,120149.66,High School,11,7018,3177,57.71,51.81,China,54.16
"Chemist, analytical",Retail,Decreasing,Low,118577.81,High School,5,1933,7829,48.94,64.67,China,62.3
Secretary/administrator,Transportation,Increasing,Low,43390.9,PhD,9,6215,4322,15.42,35.91,China,77.41
Gaffer,Transportation,Decreasing,High,84816.79,Master’s Degree,19,1183,8093,33.38,60.97,Brazil,61.48
Counsellor,Finance,Decreasing,Low,97883.27,Associate Degree,17,6883,8217,94.53,25.16,Canada,41.37
Forensic psychologist,Transportation,Decreasing,Moderate,107456.26,Associate Degree,16,1976,1899,84.21,56.8,USA,75.38
Corporate investment banker,IT,Decreasing,Low,43401.81,Bachelor’s Degree,1,8087,2752,75.12,30.39,Canada,36.48
Recycling officer,Manufacturing,Increasing,Low,87875.93,High School,7,331,8225,59.2,21.71,Germany,29.0
Amenity horticulturist,Retail,Decreasing,Low,38297.24,Bachelor’s Degree,12,804,3553,75.42,47.3,China,52.76
Lawyer,Education,Decreasing,High,48558.66,High School,11,6105,1589,14.17,39.22,Australia,28.04
Estate manager/land agent,Entertainment,Decreasing,Moderate,109229.66,Bachelor’s Degree,2,4527,2727,25.51,80.96,USA,29.09
Meteorologist,Transportation,Decreasing,High,61480.04,Associate Degree,0,1098,1159,33.08,30.22,Germany,34.01
Contracting civil engineer,Education,Decreasing,Moderate,83399.32,Associate Degree,0,6927,7411,21.68,43.43,Brazil,63.82
Educational psychologist,Healthcare,Decreasing,High,133128.87,PhD,14,651,8835,95.11,88.84,Brazil,63.54
Interior and spatial designer,Manufacturing,Increasing,Low,91280.96,Associate Degree,16,3730,3255,96.03,62.54,Australia,53.28
Planning and development surveyor,Transportation,Decreasing,Moderate,69752.47,High School,13,6217,4309,79.37,88.71,China,66.74
Education administrator,Transportation,Decreasing,Low,139870.82,Bachelor’s Degree,0,398,4399,9.16,35.6,Canada,42.24
Ergonomist,Healthcare,Increasing,Moderate,126634.05,Bachelor’s Degree,17,4528,1107,28.75,50.15,Brazil,26.63
Forest/woodland manager,Healthcare,Decreasing,Low,109638.74,Master’s Degree,12,5769,8392,72.41,23.73,Germany,79.38
"Engineer, maintenance",Finance,Increasing,High,66610.64,Bachelor’s Degree,4,4182,2317,10.87,56.08,Australia,58.84
"Psychologist, occupational",Entertainment,Increasing,High,137302.05,Master’s Degree,13,2579,8954,97.46,74.16,Brazil,38.21
Systems developer,Transportation,Decreasing,Moderate,85040.69,PhD,2,1868,3611,72.18,33.76,China,55.14
Stage manager,Transportation,Decreasing,Low,80593.28,Master’s Degree,17,896,2499,56.94,63.39,Australia,36.5
Nature conservation officer,Education,Decreasing,High,104748.4,PhD,2,7173,2217,9.93,54.71,USA,58.68
"Surveyor, insurance",Manufacturing,Increasing,High,32949.98,High School,2,4253,6212,70.52,77.01,USA,69.83
Surgeon,Finance,Decreasing,Moderate,67081.11,Master’s Degree,0,8422,9158,39.58,54.09,Germany,46.08
"Loss adjuster, chartered",Retail,Decreasing,High,69107.46,Master’s Degree,8,6129,3183,79.91,33.66,Australia,47.04
Actor,Education,Increasing,Low,148274.97,Bachelor’s Degree,0,9701,4304,20.05,65.54,Australia,50.61
Garment/textile technologist,Finance,Decreasing,Moderate,60829.56,High School,19,8750,1144,84.61,89.91,Australia,50.15
Dance movement psychotherapist,Manufacturing,Decreasing,Low,136085.49,High School,7,622,5991,21.21,78.57,Canada,53.6
"Conservator, furniture",Finance,Decreasing,Moderate,144245.44,Master’s Degree,18,6459,4460,7.74,61.38,UK,46.82
Commercial art gallery manager,Transportation,Decreasing,Moderate,100878.05,PhD,9,5850,734,71.97,82.8,Australia,70.73
Trading standards officer,Retail,Decreasing,High,79118.12,High School,15,3883,7562,10.34,82.68,India,58.38
Cytogeneticist,Healthcare,Decreasing,Moderate,40439.88,High School,1,7160,9253,20.0,46.72,Brazil,39.96
Medical sales representative,IT,Increasing,High,140692.37,High School,11,3133,5344,85.48,91.5,India,58.14
"Scientist, clinical (histocompatibility and immunogenetics)",Retail,Increasing,High,108970.97,Master’s Degree,18,4245,7276,93.87,70.81,Germany,31.55
Structural engineer,Transportation,Increasing,Low,146624.34,PhD,11,5235,1545,91.86,50.73,China,54.44
"Engineer, site",Education,Increasing,High,143116.05,Bachelor’s Degree,9,6614,9435,78.83,8.91,Brazil,21.53
"Teacher, English as a foreign language",Finance,Decreasing,High,76506.68,PhD,16,3527,3426,45.74,16.72,India,35.12
Diagnostic radiographer,Manufacturing,Decreasing,Low,138230.92,High School,8,1634,9902,15.05,2.87,Germany,43.62
Human resources officer,Entertainment,Increasing,High,129825.45,Associate Degree,9,5981,4652,70.41,54.16,India,27.82
Magazine features editor,Entertainment,Increasing,High,61933.15,Master’s Degree,0,4718,7271,6.56,2.64,Australia,65.17
Astronomer,Manufacturing,Increasing,Moderate,121836.46,High School,13,3751,7349,37.21,29.76,China,72.54
"Scientist, product/process development",IT,Increasing,Moderate,68290.87,Associate Degree,8,4438,6926,24.3,52.87,India,32.57
Operational researcher,Finance,Decreasing,High,126532.84,Master’s Degree,6,306,693,58.58,68.12,USA,73.25
Teaching laboratory technician,Finance,Increasing,Low,134150.74,Master’s Degree,11,4381,9728,10.49,50.33,Germany,35.53
Animal nutritionist,Transportation,Increasing,High,102733.55,PhD,18,2955,7092,45.54,10.1,India,55.92
Building services engineer,Manufacturing,Increasing,Moderate,104699.08,High School,12,893,8663,63.51,98.24,Germany,25.98
Forest/woodland manager,Healthcare,Decreasing,Low,88864.11,High School,8,3736,7925,44.04,49.15,Australia,32.47
"Editor, film/video",Entertainment,Decreasing,High,108761.36,Master’s Degree,9,7989,7856,76.72,89.16,Brazil,76.68
Music therapist,Manufacturing,Increasing,Low,145075.95,PhD,9,4792,8576,31.66,61.22,Australia,55.78
Research scientist (maths),Healthcare,Increasing,Moderate,41005.34,High School,6,209,5577,55.43,87.56,India,45.05
Engineering geologist,Manufacturing,Decreasing,Moderate,73217.82,Associate Degree,13,4766,3664,56.63,0.66,India,40.11
"Teacher, adult education",Entertainment,Increasing,Moderate,105767.31,Associate Degree,12,9634,4476,12.04,75.25,Canada,34.42
Estate manager/land agent,IT,Increasing,Low,71954.17,Master’s Degree,14,9441,5551,78.7,66.72,Brazil,24.99
Musician,Manufacturing,Decreasing,Low,118872.98,High School,6,3648,2841,93.36,10.78,UK,37.74
Network engineer,Transportation,Decreasing,Moderate,133155.54,Bachelor’s Degree,10,5639,4547,72.31,47.74,Germany,60.6
Consulting civil engineer,Transportation,Increasing,High,136086.96,High School,9,5925,5569,51.01,47.84,UK,37.19
"Engineer, agricultural",Healthcare,Increasing,Low,111403.9,Associate Degree,12,4191,2159,17.44,96.73,UK,27.97
Microbiologist,Education,Decreasing,Moderate,35068.37,High School,19,9339,7325,32.78,8.57,Brazil,78.44
Tourist information centre manager,Retail,Decreasing,Low,39949.42,Bachelor’s Degree,0,2946,4772,94.73,96.15,India,51.4
Legal executive,IT,Increasing,Moderate,128028.92,PhD,0,9000,2946,26.12,90.13,USA,26.24
Secretary/administrator,Transportation,Increasing,Low,56166.0,Bachelor’s Degree,12,4228,1999,97.59,69.29,Germany,43.0
Graphic designer,Retail,Decreasing,Moderate,49099.99,Associate Degree,11,2183,8677,25.21,15.77,Canada,68.34
"Librarian, public",Education,Increasing,Low,49728.28,Associate Degree,7,191,7207,98.09,75.2,India,21.86
"Clinical scientist, histocompatibility and immunogenetics",Retail,Increasing,High,35875.42,Bachelor’s Degree,0,5841,406,71.61,7.43,UK,36.93
Trade union research officer,Finance,Increasing,Moderate,55120.88,Master’s Degree,18,9308,1760,1.47,7.76,Brazil,36.3
Planning and development surveyor,Retail,Increasing,Moderate,134177.14,Bachelor’s Degree,1,9849,4644,9.54,25.52,USA,59.33
"Engineer, petroleum",Finance,Increasing,High,43497.25,High School,8,3473,1315,9.83,44.72,Germany,31.04
Fisheries officer,Finance,Increasing,Low,93622.57,PhD,5,1011,8372,48.99,78.36,China,24.13
Catering manager,Entertainment,Increasing,Low,99568.59,Bachelor’s Degree,3,1618,4149,6.53,79.35,Brazil,67.62
"Programmer, applications",Education,Decreasing,Moderate,115731.22,High School,0,6507,8777,82.39,2.15,Brazil,58.11
"Scientist, forensic",Retail,Decreasing,Low,45465.91,PhD,4,8717,9116,26.76,63.72,USA,27.2
Special educational needs teacher,IT,Decreasing,Low,120746.07,PhD,12,7510,4568,20.08,48.35,Brazil,61.77
"Psychotherapist, child",Manufacturing,Increasing,High,85142.1,Associate Degree,13,8561,8974,13.63,7.48,USA,25.49
Theatre manager,Entertainment,Decreasing,High,113665.73,Bachelor’s Degree,20,5144,6933,34.77,96.0,Australia,43.18
"Pharmacist, hospital",Manufacturing,Increasing,Low,145715.6,PhD,16,4891,9354,12.27,1.56,USA,62.27
"Production assistant, radio",Transportation,Decreasing,Moderate,94326.47,High School,10,1248,7240,12.62,69.85,Canada,67.49
English as a second language teacher,IT,Increasing,High,81744.21,Master’s Degree,14,9768,7863,55.24,32.94,India,79.57
Airline pilot,IT,Increasing,Low,79393.12,Master’s Degree,17,5914,5018,35.08,55.45,Brazil,28.07
Ceramics designer,Healthcare,Increasing,Moderate,113152.74,PhD,20,7586,5781,96.74,8.18,China,52.77
"Accountant, chartered certified",Entertainment,Increasing,High,46386.62,Master’s Degree,19,4047,6893,93.88,93.41,India,77.5
Press photographer,Transportation,Decreasing,High,33205.34,High School,19,8114,5543,76.95,36.94,Germany,71.33
Health promotion specialist,Retail,Increasing,Low,111908.61,Associate Degree,17,9343,4744,19.22,93.8,UK,31.46
Research scientist (maths),Education,Increasing,High,70093.65,Bachelor’s Degree,7,8165,491,97.63,34.06,Canada,71.37
Hydrogeologist,Entertainment,Increasing,High,121072.96,Master’s Degree,11,6756,6649,29.49,94.44,UK,76.83
"Designer, fashion/clothing",Entertainment,Decreasing,Moderate,47741.88,PhD,8,6293,5419,47.38,28.37,USA,24.35
Associate Professor,Manufacturing,Decreasing,Low,80481.24,Bachelor’s Degree,7,5064,1501,5.83,82.33,India,25.56
Community development worker,Education,Decreasing,Moderate,60606.73,Associate Degree,19,2171,8674,64.48,70.77,Brazil,73.77
"Administrator, local government",Transportation,Increasing,Moderate,115995.42,High School,5,7447,5669,58.72,68.26,Brazil,57.36
Futures trader,Finance,Increasing,Moderate,108410.39,Bachelor’s Degree,4,3754,2052,95.77,85.6,Australia,61.17
Mining engineer,Retail,Increasing,Moderate,101984.67,Associate Degree,19,9400,9594,18.26,43.87,China,40.62
Heritage manager,Education,Increasing,Low,128959.98,PhD,6,7620,3248,4.02,82.42,China,55.6
Curator,Finance,Decreasing,Low,98639.13,Bachelor’s Degree,9,9926,3018,99.38,90.18,Brazil,62.19
"Surveyor, commercial/residential",Healthcare,Increasing,Low,47887.86,High School,1,3674,4660,93.21,20.71,Canada,32.89
Science writer,Transportation,Decreasing,High,39816.21,Master’s Degree,20,4211,6699,98.62,65.73,Australia,78.41
"Administrator, Civil Service",Finance,Increasing,High,117540.68,High School,16,7303,8348,30.37,18.23,China,73.48
Fitness centre manager,Entertainment,Increasing,Low,87327.82,Master’s Degree,11,5935,4164,9.39,45.77,China,25.94
Local government officer,Education,Increasing,High,98970.24,Master’s Degree,13,6818,9681,17.54,64.46,UK,71.86
IT technical support officer,Manufacturing,Decreasing,Moderate,43810.42,Master’s Degree,19,688,5372,95.5,14.42,Australia,29.0
Chartered public finance accountant,Education,Increasing,Low,90648.9,High School,18,9343,1228,12.58,90.02,Germany,52.79
Fast food restaurant manager,Healthcare,Increasing,High,131968.02,High School,4,2143,908,39.14,36.13,India,79.38
Public house manager,Education,Increasing,Moderate,92633.84,Master’s Degree,0,9283,6972,80.77,97.79,Brazil,34.72
Hydrologist,Retail,Increasing,Low,75511.02,High School,9,4828,699,30.86,64.29,Germany,43.53
"Accountant, chartered",IT,Decreasing,Low,141883.33,Bachelor’s Degree,16,7872,1854,9.93,1.0,USA,61.24
Magazine journalist,Education,Increasing,High,33290.0,Bachelor’s Degree,12,8062,3587,48.26,59.96,Canada,75.08
"Designer, fashion/clothing",Education,Decreasing,Low,117563.09,Associate Degree,17,7881,1651,74.07,30.85,Australia,21.95
Environmental manager,Retail,Increasing,Low,63160.71,Bachelor’s Degree,20,7563,4598,34.67,11.95,China,79.27
Actor,IT,Increasing,High,54231.54,PhD,7,7750,4381,1.65,81.96,China,77.61
Seismic interpreter,Entertainment,Decreasing,Low,134260.69,Master’s Degree,2,7462,4332,23.31,24.78,Canada,39.4
"Psychologist, educational",Finance,Increasing,High,76602.05,PhD,18,1833,1152,23.08,30.63,UK,34.22
"Teacher, secondary school",Transportation,Decreasing,Low,74312.17,Master’s Degree,15,9230,868,31.21,46.67,India,68.29
Television/film/video producer,Manufacturing,Increasing,High,87269.01,PhD,6,5190,383,73.5,66.6,Canada,48.48
Data scientist,Healthcare,Increasing,Low,129746.85,Master’s Degree,6,1240,9468,24.34,43.8,Germany,39.4
"Engineer, chemical",IT,Decreasing,Moderate,112628.17,Master’s Degree,5,9585,3427,71.63,48.24,Germany,35.45
Recruitment consultant,Retail,Decreasing,Low,60316.96,High School,6,8310,4461,54.6,36.31,Germany,45.71
"Solicitor, Scotland",IT,Increasing,Moderate,93987.35,Bachelor’s Degree,4,1728,2436,8.87,55.71,Australia,21.17
International aid/development worker,Education,Decreasing,Low,33740.17,PhD,10,8778,8254,98.4,18.17,USA,73.47
Amenity horticulturist,IT,Increasing,Low,124105.37,High School,13,1570,6163,67.42,71.85,UK,60.81
"Programmer, multimedia",Retail,Increasing,High,83464.77,High School,0,6634,2728,29.55,44.63,Canada,28.8
"Production assistant, television",Retail,Increasing,Low,120462.13,Associate Degree,18,6116,8571,12.93,14.09,UK,64.35
Patent examiner,Manufacturing,Increasing,Moderate,69659.08,Associate Degree,10,2423,4042,38.17,56.76,Germany,36.16
Equality and diversity officer,Entertainment,Decreasing,Low,149919.93,Master’s Degree,10,2218,9294,18.27,14.47,Canada,32.79
Investment analyst,Transportation,Decreasing,Moderate,115080.36,PhD,8,9261,4291,61.04,65.97,UK,73.85
"Conservator, furniture",Retail,Increasing,High,36160.15,PhD,1,1873,4071,53.48,63.96,Brazil,36.46
"Scientist, marine",Entertainment,Decreasing,Moderate,35654.69,High School,5,4855,2904,85.23,37.71,Brazil,59.98
Pharmacologist,Education,Increasing,Moderate,116904.61,High School,12,4046,6871,17.43,69.7,Brazil,30.55
Armed forces logistics/support/administrative officer,Education,Increasing,Low,50893.74,Bachelor’s Degree,12,9614,8697,88.12,68.27,India,73.63
"Education officer, community",Entertainment,Increasing,Moderate,76667.76,PhD,17,9207,9249,92.28,93.11,China,20.68
"Development worker, community",Transportation,Increasing,Moderate,115039.23,PhD,16,9755,1495,15.41,57.25,Germany,68.45
Sales promotion account executive,Entertainment,Increasing,Low,39588.96,Associate Degree,18,6988,8504,17.63,33.48,India,26.77
Chartered legal executive (England and Wales),Finance,Increasing,Moderate,83005.48,High School,10,381,7857,27.68,29.71,Germany,58.46
Control and instrumentation engineer,Retail,Decreasing,High,48258.44,Associate Degree,7,1029,3051,67.66,74.34,China,71.05
Medical physicist,Healthcare,Increasing,Moderate,84373.19,Bachelor’s Degree,20,1979,783,37.44,28.81,Brazil,59.56
Biomedical engineer,Finance,Decreasing,High,85429.48,PhD,17,1809,7929,91.56,90.09,Brazil,29.68
"Designer, interior/spatial",Entertainment,Decreasing,Moderate,52693.11,Associate Degree,13,4041,7015,69.04,16.44,Canada,26.18
Amenity horticulturist,IT,Decreasing,Low,140754.85,Bachelor’s Degree,6,2357,1056,69.16,40.63,UK,58.84
Make,Healthcare,Decreasing,Low,55948.97,Associate Degree,5,5657,9775,34.24,43.17,China,36.92
Water engineer,Transportation,Increasing,Low,139255.41,High School,11,3812,641,40.22,87.76,Australia,67.46
Site engineer,Education,Decreasing,Moderate,117534.7,PhD,19,2969,3421,8.88,42.43,Brazil,59.86
IT trainer,IT,Decreasing,High,140431.92,Bachelor’s Degree,9,3812,3599,68.14,69.36,Canada,37.42
Patent examiner,Education,Increasing,Moderate,44270.88,Associate Degree,13,8859,4761,59.18,18.55,Germany,23.97
Pharmacologist,Transportation,Increasing,Moderate,76425.35,High School,11,2527,8722,33.05,46.67,Brazil,73.36
Politician's assistant,Healthcare,Increasing,High,94677.77,High School,0,1079,7710,43.33,69.78,Brazil,70.82
Orthoptist,Manufacturing,Increasing,Moderate,128028.51,PhD,16,688,1935,64.05,4.1,Australia,53.08
Tourism officer,Finance,Increasing,High,94403.54,High School,1,4456,6797,16.55,40.51,Germany,36.63
Systems analyst,Transportation,Increasing,Low,59199.47,High School,5,281,812,71.13,29.0,Australia,20.89
"Producer, radio",Healthcare,Increasing,High,117914.06,Master’s Degree,17,4550,9546,83.9,6.69,Canada,24.6
Economist,IT,Decreasing,High,92901.94,Master’s Degree,2,6995,2509,56.46,38.64,UK,66.67
"Designer, ceramics/pottery",Finance,Decreasing,Low,36235.71,Associate Degree,13,1804,7628,84.11,11.65,Australia,54.68
Arts development officer,Education,Increasing,Low,46454.84,Bachelor’s Degree,7,1588,5267,68.23,82.3,Brazil,71.64
Meteorologist,Retail,Increasing,Moderate,39924.49,Bachelor’s Degree,15,2074,5603,79.67,74.67,USA,64.2
Politician's assistant,Healthcare,Increasing,High,91879.75,Associate Degree,15,3585,4842,24.15,52.33,UK,36.53
Product/process development scientist,Transportation,Decreasing,Moderate,91879.35,High School,20,5646,2538,76.81,26.25,Brazil,66.88
Land/geomatics surveyor,Healthcare,Decreasing,High,113746.71,Master’s Degree,20,5952,5497,66.52,22.59,Australia,64.24
Photographer,Healthcare,Decreasing,Moderate,148146.84,High School,1,5029,5891,82.64,5.42,India,71.55
Housing manager/officer,Education,Decreasing,Low,149430.39,High School,17,8101,9966,24.44,99.12,UK,77.61
Magazine journalist,Education,Decreasing,Low,80735.98,High School,4,1996,7266,50.56,69.61,Brazil,57.51
Operations geologist,Education,Increasing,Moderate,81711.1,Master’s Degree,15,4535,1948,81.73,16.93,India,49.08
Hydrogeologist,Retail,Increasing,Low,100320.69,High School,3,7970,1627,17.39,40.11,Australia,64.65
"Education officer, museum",Entertainment,Decreasing,Low,66583.54,Master’s Degree,14,8941,9747,54.74,15.96,Brazil,27.25
Web designer,Transportation,Increasing,Low,140317.51,High School,3,5136,1068,11.7,42.76,India,44.06
Oceanographer,Education,Decreasing,High,75260.13,Master’s Degree,18,9816,520,69.21,12.01,Australia,45.96
Technical sales engineer,Transportation,Increasing,High,82943.69,Bachelor’s Degree,18,6080,605,86.59,46.07,Germany,68.08
Press photographer,Healthcare,Increasing,Low,67187.2,High School,20,3148,6237,94.49,73.26,Australia,24.19
Heritage manager,Manufacturing,Decreasing,Moderate,80182.03,High School,0,9707,6349,85.61,39.41,UK,66.4
Senior tax professional/tax inspector,Healthcare,Decreasing,Low,112504.18,Associate Degree,14,6075,6870,17.44,84.19,Australia,45.97
"Chemist, analytical",Healthcare,Increasing,Moderate,30886.83,Bachelor’s Degree,3,5730,614,29.57,68.68,China,77.07
Special effects artist,Entertainment,Decreasing,Low,117468.4,Bachelor’s Degree,12,8591,3662,90.36,98.8,Brazil,43.18
"Therapist, drama",Finance,Increasing,Moderate,129009.18,Bachelor’s Degree,2,1416,2659,0.82,80.77,Australia,67.48
"Surveyor, rural practice",Retail,Increasing,High,52125.25,PhD,0,4714,1972,12.54,3.16,Germany,74.09
Make,Finance,Decreasing,Low,136283.61,Master’s Degree,1,7927,3746,49.15,35.75,Germany,46.4
Professor Emeritus,Healthcare,Increasing,High,31234.26,High School,16,4032,8350,45.2,64.79,China,45.69
Copy,Healthcare,Increasing,Low,73528.84,Associate Degree,15,2165,8925,71.08,87.78,UK,46.08
Management consultant,Entertainment,Decreasing,Low,56421.4,Associate Degree,15,3457,8842,84.36,27.91,Germany,35.28
Charity fundraiser,Retail,Increasing,High,119853.78,PhD,6,5965,2358,45.91,16.74,India,40.07
Paediatric nurse,Healthcare,Decreasing,Moderate,101224.96,Master’s Degree,5,644,5416,18.14,40.43,Canada,53.2
Wellsite geologist,Finance,Decreasing,Moderate,57761.89,PhD,3,4607,4813,38.47,87.54,Canada,59.89
"Teacher, adult education",Retail,Decreasing,High,64405.28,Master’s Degree,0,1286,5946,78.71,16.49,Canada,66.0
Legal secretary,IT,Decreasing,Moderate,39917.38,PhD,20,8548,6625,39.7,97.24,India,46.59
"Administrator, education",Manufacturing,Decreasing,Moderate,82543.39,High School,12,2204,3421,59.45,74.5,Canada,76.56
Radiation protection practitioner,IT,Decreasing,Low,104308.02,High School,12,7471,9488,92.91,25.85,USA,24.04
Broadcast journalist,Transportation,Decreasing,Moderate,50111.43,PhD,7,6203,2477,6.85,24.73,China,65.34
Broadcast journalist,Healthcare,Increasing,High,111122.42,PhD,18,1988,3240,47.45,55.06,USA,35.91
Race relations officer,Entertainment,Increasing,High,68452.69,PhD,4,1571,2617,5.62,76.82,India,52.99
"Programmer, multimedia",IT,Decreasing,High,108109.43,Bachelor’s Degree,19,6343,5735,93.24,31.82,Germany,41.24
Proofreader,Healthcare,Decreasing,Low,135754.47,High School,17,1294,6296,83.97,89.94,Australia,64.79
International aid/development worker,Transportation,Decreasing,Low,52274.89,PhD,15,4241,3843,75.65,67.2,Australia,51.51
Counselling psychologist,Manufacturing,Decreasing,Low,94831.13,Bachelor’s Degree,15,8564,1208,51.08,48.68,Brazil,56.55
Actor,Finance,Increasing,High,71922.17,High School,3,7277,8486,20.33,66.08,Australia,64.05
Insurance claims handler,Manufacturing,Decreasing,High,61873.33,Master’s Degree,4,8298,6256,93.45,69.62,UK,36.97
Air broker,IT,Increasing,Moderate,114509.53,Master’s Degree,4,2661,9070,66.63,9.65,USA,35.1
Charity officer,Finance,Increasing,High,57711.26,Bachelor’s Degree,2,7560,432,27.6,88.56,India,41.18
Hotel manager,Entertainment,Decreasing,High,114074.3,Associate Degree,15,5719,9338,45.02,4.54,Brazil,72.63
Forest/woodland manager,Retail,Decreasing,Low,140966.4,PhD,13,8639,6572,8.49,50.02,India,54.46
Banker,Education,Increasing,High,98808.53,Bachelor’s Degree,5,6082,7103,34.18,81.32,Brazil,69.43
Building control surveyor,Finance,Increasing,Moderate,50490.48,High School,2,4814,6414,83.07,68.32,Germany,71.85
Nature conservation officer,Education,Decreasing,Low,38677.66,Master’s Degree,14,2612,779,32.35,10.01,UK,21.05
"Administrator, sports",Entertainment,Increasing,High,102894.15,Associate Degree,10,2971,1730,70.77,9.31,Canada,76.2
Equality and diversity officer,IT,Increasing,High,138703.82,Associate Degree,2,4374,1847,59.0,97.01,USA,28.3
"Engineer, chemical",Manufacturing,Increasing,High,47280.22,High School,7,9575,9728,29.46,80.37,China,22.42
Archaeologist,Entertainment,Increasing,Low,130237.82,PhD,7,9806,8483,74.06,44.44,Germany,70.74
Public house manager,IT,Decreasing,Low,73428.25,Bachelor’s Degree,5,2005,4392,15.94,49.77,Brazil,50.79
"Geologist, wellsite",Retail,Decreasing,Low,59315.21,Associate Degree,16,2802,9110,46.48,52.94,Canada,68.39
Customer service manager,Retail,Increasing,Moderate,146077.95,Associate Degree,7,8100,9096,19.73,57.69,UK,34.64
Politician's assistant,Education,Decreasing,Moderate,31705.15,Master’s Degree,20,8006,372,93.26,48.53,Canada,62.05
Exhibition designer,Finance,Increasing,Moderate,138401.65,Master’s Degree,17,4899,2831,45.94,75.12,Germany,70.07
Charity officer,Finance,Decreasing,High,148082.68,PhD,15,2274,9910,80.42,11.96,USA,44.78
Advice worker,IT,Increasing,High,135046.35,Associate Degree,12,4200,3046,54.99,57.28,Australia,77.78
Exhibition designer,Manufacturing,Decreasing,Low,105464.41,PhD,15,6343,1398,61.35,88.39,Australia,71.39
Chief Financial Officer,Education,Increasing,Low,111692.72,Bachelor’s Degree,6,183,9756,56.06,78.31,Canada,73.44
Clinical psychologist,Entertainment,Decreasing,High,39176.77,High School,15,7576,3179,23.0,66.42,China,34.84
Air cabin crew,Entertainment,Decreasing,Low,131142.45,Bachelor’s Degree,17,8265,5954,29.78,24.75,China,76.36
Fashion designer,IT,Increasing,High,91018.21,PhD,2,8369,7117,28.11,32.4,Canada,76.6
Product/process development scientist,Retail,Decreasing,High,106562.89,PhD,9,8781,2176,0.23,63.93,USA,20.96
Horticultural therapist,Entertainment,Increasing,Low,50342.82,PhD,10,5984,804,32.83,50.4,Canada,43.89
Landscape architect,Transportation,Decreasing,Low,49566.82,Master’s Degree,13,9276,7773,88.6,65.67,China,58.15
"Engineer, maintenance",Manufacturing,Decreasing,Moderate,93329.74,High School,0,1945,8796,19.43,87.18,Brazil,75.52
Educational psychologist,Transportation,Decreasing,Low,119008.85,Associate Degree,0,1216,4778,58.55,98.62,Brazil,48.68
Facilities manager,Transportation,Decreasing,Moderate,75801.43,High School,16,786,9707,45.86,21.41,Canada,22.67
"Horticulturist, commercial",Entertainment,Decreasing,Moderate,48202.31,PhD,2,1547,8016,95.26,26.59,Germany,73.97
Agricultural consultant,Transportation,Decreasing,Moderate,51587.93,Associate Degree,19,3292,4556,98.52,98.62,Brazil,68.07
"Psychologist, counselling",Healthcare,Decreasing,High,104576.6,High School,12,5676,7949,46.27,39.75,UK,35.52
"Engineer, manufacturing systems",Transportation,Increasing,Moderate,49820.99,High School,19,8074,6091,65.72,78.21,USA,50.9
Proofreader,Manufacturing,Increasing,High,132476.76,Master’s Degree,14,8484,8302,59.68,62.09,India,70.31
Software engineer,Education,Decreasing,Low,122301.91,Associate Degree,20,8986,620,31.61,29.07,UK,23.05
Chartered loss adjuster,Entertainment,Decreasing,Moderate,45153.41,PhD,9,9601,748,95.23,67.45,USA,51.86
Geoscientist,Healthcare,Decreasing,High,60723.34,Associate Degree,12,9477,1782,67.1,49.27,UK,24.99
Charity officer,Healthcare,Decreasing,Moderate,100142.13,Associate Degree,20,4241,8611,88.99,96.71,Germany,60.62
Toxicologist,IT,Decreasing,Moderate,82813.14,Master’s Degree,2,7238,8006,4.95,1.77,UK,54.32
"Therapist, horticultural",Education,Increasing,Low,75396.38,Master’s Degree,14,5079,367,75.54,16.27,Germany,66.36
Paramedic,Healthcare,Decreasing,High,74052.5,Bachelor’s Degree,2,4140,3041,6.07,10.57,Brazil,28.24
Radiation protection practitioner,Entertainment,Decreasing,High,122220.85,Associate Degree,19,153,9471,10.32,73.11,China,79.86
Call centre manager,Retail,Decreasing,High,72112.42,Master’s Degree,17,9170,5214,90.37,90.62,UK,78.64
Oceanographer,Retail,Decreasing,High,85617.72,PhD,6,7041,2944,22.53,41.67,India,56.15
"Engineer, mining",Entertainment,Decreasing,High,131070.34,Bachelor’s Degree,3,4412,9468,60.89,94.28,China,38.15
Sales promotion account executive,Manufacturing,Increasing,Low,33758.31,Master’s Degree,4,4143,6481,75.75,6.94,India,45.57
"Surveyor, rural practice",Education,Increasing,High,89299.26,Associate Degree,2,2927,8359,77.66,43.51,USA,39.73
Heritage manager,IT,Increasing,Low,134155.87,Master’s Degree,4,794,9399,52.78,62.49,India,75.49
Fashion designer,Finance,Decreasing,Moderate,43845.78,PhD,20,8039,643,56.7,1.63,UK,27.26
Physiotherapist,Finance,Decreasing,Low,74007.59,Master’s Degree,7,6333,5814,61.05,49.64,Germany,40.7
Insurance account manager,Education,Increasing,High,88349.43,Associate Degree,2,9622,7317,21.76,97.36,Canada,54.78
Materials engineer,Finance,Decreasing,High,85005.2,Master’s Degree,19,1168,1538,14.88,82.3,Germany,73.95
"Engineer, aeronautical",IT,Decreasing,Moderate,34694.61,High School,14,4768,5105,29.78,40.91,Brazil,79.47
Energy engineer,Education,Increasing,Moderate,141693.94,High School,5,8941,6549,32.2,2.63,UK,74.79
Senior tax professional/tax inspector,Finance,Decreasing,Moderate,145532.42,Bachelor’s Degree,7,5014,122,48.52,68.13,India,23.91
"Buyer, industrial",Entertainment,Increasing,Moderate,73042.02,High School,18,2655,218,5.43,7.61,USA,55.7
"Engineer, aeronautical",Finance,Decreasing,Low,130695.55,Associate Degree,7,1936,7711,66.65,98.4,China,53.57
Public relations account executive,IT,Decreasing,Moderate,80883.85,Associate Degree,13,5208,7969,33.11,83.05,Germany,33.6
"Production assistant, radio",Finance,Decreasing,Moderate,78665.45,Master’s Degree,19,7558,6232,63.54,34.73,India,63.92
Operational investment banker,Education,Increasing,Moderate,116810.94,High School,20,9740,846,22.3,59.73,Brazil,55.85
Technical sales engineer,Healthcare,Decreasing,High,42368.13,Master’s Degree,11,8989,3983,66.02,74.89,USA,31.35
Technical author,Transportation,Increasing,Low,57478.36,High School,17,6568,7211,22.97,81.71,Germany,65.42
Site engineer,Manufacturing,Increasing,Moderate,143947.16,Bachelor’s Degree,6,4569,7664,85.63,97.99,Germany,44.76
Communications engineer,Retail,Decreasing,High,35996.89,Associate Degree,4,1485,3278,51.04,30.79,China,59.96
Patent examiner,Education,Decreasing,High,77020.13,Bachelor’s Degree,16,483,9194,24.17,32.85,Brazil,77.82
Medical sales representative,Healthcare,Increasing,High,134666.01,Associate Degree,14,5436,4619,50.89,20.27,Australia,31.1
Archaeologist,Manufacturing,Decreasing,High,97892.19,PhD,19,2195,7624,22.01,37.43,Australia,56.8
"Accountant, chartered certified",Transportation,Increasing,Low,144420.98,Master’s Degree,12,5014,5415,59.05,3.92,Germany,45.44
"Doctor, general practice",Manufacturing,Increasing,Moderate,38303.04,Master’s Degree,18,2475,3695,81.82,69.79,China,60.42
"Administrator, Civil Service",Healthcare,Increasing,High,59504.32,Master’s Degree,8,6212,9853,42.92,28.81,UK,37.42
"Accountant, chartered",Manufacturing,Increasing,Moderate,138063.03,Bachelor’s Degree,12,7226,4014,8.69,15.47,UK,30.36
"Engineer, mining",IT,Increasing,Low,148276.23,High School,15,2826,2725,44.69,52.22,India,33.34
Illustrator,Entertainment,Increasing,High,140854.71,Associate Degree,7,4953,3845,39.67,20.12,USA,55.09
Biomedical engineer,Entertainment,Decreasing,Moderate,118443.18,Master’s Degree,19,2976,9197,22.17,34.57,USA,29.46
"Development worker, international aid",Manufacturing,Increasing,Low,78621.28,Bachelor’s Degree,5,4983,7021,31.27,87.06,Australia,24.29
Radio broadcast assistant,Transportation,Decreasing,Moderate,86899.36,PhD,1,9483,4336,14.34,88.37,Canada,71.44
"Surveyor, insurance",Manufacturing,Decreasing,High,137625.34,PhD,20,827,7059,17.88,79.2,China,72.13
"Scientist, water quality",IT,Increasing,Moderate,95289.58,High School,20,5756,2335,52.77,56.23,Brazil,62.33
Housing manager/officer,Transportation,Increasing,Moderate,42126.58,High School,6,8676,9970,84.45,82.07,Australia,67.54
"Radiographer, therapeutic",Healthcare,Increasing,Low,30329.02,Master’s Degree,9,2304,5996,32.45,12.25,India,60.33
Charity fundraiser,IT,Decreasing,High,141423.94,Bachelor’s Degree,12,3342,8249,8.35,33.08,USA,64.61
"Journalist, magazine",IT,Decreasing,Low,79399.97,Associate Degree,15,3462,4860,55.15,0.26,India,47.72
Horticultural consultant,Healthcare,Increasing,Moderate,104758.68,Associate Degree,12,6157,9610,66.59,65.95,Canada,72.09
Personnel officer,Finance,Increasing,Low,93603.49,PhD,11,8872,2876,81.7,0.7,Canada,40.38
"Teacher, adult education",Entertainment,Increasing,High,117264.39,Bachelor’s Degree,17,4476,4732,75.63,38.77,Brazil,69.23
Ranger/warden,Transportation,Increasing,Low,111749.89,High School,1,9573,3600,75.26,41.05,UK,43.49
"Teacher, primary school",Retail,Increasing,Low,37251.74,Bachelor’s Degree,1,4712,592,13.33,54.59,Brazil,21.04
Careers information officer,Finance,Increasing,Moderate,50842.14,PhD,14,5870,2944,81.77,39.66,UK,47.16
Armed forces training and education officer,Healthcare,Decreasing,Moderate,73294.38,Bachelor’s Degree,20,456,7541,20.21,17.56,Brazil,32.62
Charity fundraiser,Finance,Decreasing,Low,112564.31,High School,19,7374,1063,33.0,54.91,Canada,47.66
Economist,Healthcare,Decreasing,Low,115630.1,Master’s Degree,0,5520,5549,18.04,38.95,UK,23.53
Petroleum engineer,Entertainment,Decreasing,High,130526.29,Bachelor’s Degree,2,3642,4686,68.04,76.99,USA,22.66
Adult nurse,Finance,Decreasing,Low,64959.44,High School,8,3279,3305,91.9,85.97,China,53.97
Gaffer,IT,Increasing,High,65746.0,Bachelor’s Degree,5,9949,8874,4.12,74.83,Australia,64.45
Commercial/residential surveyor,Retail,Increasing,Low,111882.32,Associate Degree,13,2811,7028,63.58,61.73,UK,34.77
Patent examiner,IT,Increasing,Moderate,117919.87,Master’s Degree,11,8594,7621,90.68,2.59,UK,48.82
Fish farm manager,Retail,Decreasing,Low,116239.16,High School,12,4156,3127,68.56,88.56,Brazil,55.45
Geochemist,Manufacturing,Decreasing,High,59281.88,Bachelor’s Degree,8,4329,9989,81.95,53.93,China,67.16
Tax adviser,Education,Increasing,High,102290.71,Associate Degree,7,2974,3795,93.96,71.9,China,77.58
Bookseller,Manufacturing,Increasing,High,140732.9,Associate Degree,1,3222,3097,57.02,50.51,Australia,73.08
Environmental education officer,Finance,Decreasing,High,89579.97,High School,12,9154,3572,49.43,82.57,Germany,48.85
Barrister,Entertainment,Decreasing,High,138387.42,Bachelor’s Degree,20,781,5949,14.21,55.81,UK,32.04
Quality manager,IT,Decreasing,High,86142.51,High School,3,8267,2059,80.22,21.35,USA,38.09
Furniture conservator/restorer,IT,Increasing,Moderate,124932.14,Bachelor’s Degree,13,2284,9614,0.12,79.65,Brazil,68.09
Primary school teacher,Entertainment,Increasing,Moderate,31995.99,Associate Degree,8,1872,9337,9.66,13.6,Canada,75.41
Systems developer,Transportation,Decreasing,High,149449.59,Master’s Degree,4,6947,3782,9.86,80.22,Australia,48.16
Mining engineer,Retail,Increasing,Moderate,86083.23,PhD,12,6427,2281,26.86,58.38,USA,40.13
"Producer, television/film/video",Transportation,Increasing,Moderate,47456.22,Associate Degree,20,8201,5009,77.77,48.09,India,33.71
Electrical engineer,Finance,Decreasing,Low,148206.15,High School,15,9969,4683,41.64,98.01,UK,55.76
"Psychotherapist, dance movement",Education,Increasing,Moderate,137974.32,Master’s Degree,13,8485,7113,80.41,18.49,Brazil,52.17
Civil Service fast streamer,Transportation,Decreasing,Moderate,123758.45,Master’s Degree,3,2157,240,23.92,4.6,Germany,32.01
Ergonomist,Finance,Decreasing,High,38836.49,High School,0,8745,753,92.58,77.79,Canada,41.4
Prison officer,Finance,Decreasing,High,44077.85,Associate Degree,8,8188,4274,94.22,67.6,UK,30.71
"Administrator, education",Retail,Decreasing,High,71593.23,High School,16,6422,6288,88.48,37.03,Canada,76.42
Hospital doctor,Retail,Increasing,Moderate,51888.1,Master’s Degree,0,9972,2269,33.79,90.03,Canada,60.26
"Psychotherapist, dance movement",Healthcare,Increasing,Low,59070.03,Associate Degree,10,5553,2289,25.83,89.31,Germany,49.58
Games developer,Education,Decreasing,Low,91009.4,Bachelor’s Degree,20,7580,8836,28.98,11.19,Canada,67.98
Air cabin crew,Transportation,Decreasing,Low,69569.71,Master’s Degree,12,8025,5554,96.53,92.81,Canada,34.69
Astronomer,Entertainment,Increasing,High,113573.7,High School,10,9332,9460,90.65,31.15,Canada,69.87
Osteopath,IT,Increasing,Moderate,67193.77,Master’s Degree,3,1518,1426,77.01,93.29,UK,68.65
Medical illustrator,IT,Decreasing,Low,40151.72,Associate Degree,14,8914,4482,9.09,15.28,Australia,69.57
Academic librarian,Education,Decreasing,Moderate,96270.02,High School,18,9068,1343,58.88,27.79,Australia,35.43
Fitness centre manager,IT,Increasing,Low,147874.88,Bachelor’s Degree,2,2698,1951,3.32,44.72,Canada,37.91
"Lighting technician, broadcasting/film/video",Manufacturing,Increasing,Low,116277.67,High School,0,6241,8653,72.48,46.42,Canada,23.39
Osteopath,Manufacturing,Increasing,Moderate,133992.49,High School,1,9846,1662,43.1,27.52,Germany,23.64
"Surveyor, hydrographic",Education,Decreasing,Low,35337.01,Bachelor’s Degree,10,4710,1352,40.31,42.08,USA,44.07
Clinical biochemist,Transportation,Increasing,High,142004.98,Master’s Degree,6,9980,5628,12.07,11.4,UK,75.08
"Optician, dispensing",Manufacturing,Increasing,High,109175.14,Master’s Degree,18,3063,5895,78.44,17.68,Canada,63.5
Broadcast presenter,IT,Decreasing,Low,42495.42,Bachelor’s Degree,16,4324,9681,70.56,35.64,Germany,41.38
"Journalist, magazine",Manufacturing,Decreasing,Low,87819.39,Bachelor’s Degree,6,8720,9832,2.56,71.05,Germany,60.03
Commercial horticulturist,Education,Increasing,High,143250.68,High School,1,2609,7446,60.37,49.25,China,46.76
Futures trader,Manufacturing,Decreasing,Moderate,40203.73,Bachelor’s Degree,19,9684,4743,96.65,71.06,India,63.11
Product designer,Healthcare,Increasing,High,146915.52,Bachelor’s Degree,6,1213,2661,60.64,20.77,Germany,78.69
Community arts worker,Healthcare,Increasing,Moderate,60678.19,Bachelor’s Degree,0,5517,746,8.99,46.0,Australia,43.9
Licensed conveyancer,Education,Decreasing,Moderate,43103.66,Bachelor’s Degree,13,955,854,67.51,82.73,India,76.01
Sports therapist,Education,Decreasing,High,43183.63,Bachelor’s Degree,13,4610,9900,62.01,66.51,Australia,36.37
"Presenter, broadcasting",IT,Increasing,High,110337.92,Master’s Degree,19,7703,8816,28.9,25.19,India,21.94
Clothing/textile technologist,IT,Increasing,Low,58720.11,Associate Degree,16,5366,3195,42.43,74.94,Germany,75.62
"Engineer, biomedical",IT,Decreasing,High,116058.0,PhD,4,8697,7004,2.21,49.63,UK,28.15
Mudlogger,IT,Increasing,High,145008.18,Bachelor’s Degree,14,1578,3559,59.08,96.67,Germany,45.61
Ambulance person,Entertainment,Decreasing,Moderate,69687.18,Associate Degree,14,8715,686,89.77,1.01,India,66.1
Freight forwarder,Retail,Increasing,Low,43253.92,Bachelor’s Degree,5,1340,9261,82.11,4.32,UK,50.31
"Scientist, audiological",Manufacturing,Decreasing,High,127844.33,High School,0,6069,1571,13.17,73.34,Germany,76.97
Animal technologist,Finance,Increasing,Moderate,38286.61,PhD,19,2503,6932,6.94,10.92,USA,38.14
Tour manager,Entertainment,Increasing,Moderate,149848.94,Bachelor’s Degree,14,5240,8031,12.32,80.29,UK,75.93
Garment/textile technologist,Healthcare,Increasing,Moderate,103011.36,Master’s Degree,17,990,2226,35.7,47.77,India,45.54
Equality and diversity officer,Education,Increasing,Low,109362.45,High School,14,6090,8646,77.27,51.91,China,45.48
Immunologist,Manufacturing,Increasing,Moderate,104820.23,Associate Degree,8,2652,6928,27.28,0.49,USA,58.03
"Research officer, political party",Manufacturing,Increasing,Low,147094.97,High School,2,698,5093,65.5,38.65,India,58.82
"Horticulturist, commercial",Transportation,Decreasing,Low,67537.22,Associate Degree,19,2951,6836,47.12,17.38,UK,74.47
Ergonomist,Education,Increasing,Low,147918.42,Master’s Degree,16,8733,5173,68.15,51.41,India,27.14
Operational investment banker,Manufacturing,Decreasing,High,144656.12,Master’s Degree,18,4625,7675,31.61,93.63,Brazil,41.51
"Journalist, broadcasting",Manufacturing,Decreasing,Low,83590.67,High School,11,1388,2791,99.54,52.98,Brazil,62.3
Chief Marketing Officer,Manufacturing,Increasing,Moderate,65579.98,PhD,17,6631,1989,23.27,45.21,USA,21.32
Community education officer,Education,Increasing,Moderate,63109.31,Master’s Degree,11,5983,519,31.77,36.16,China,30.05
Facilities manager,IT,Decreasing,High,101537.18,Bachelor’s Degree,16,2991,2635,39.59,57.25,China,44.58
Research scientist (maths),Finance,Decreasing,Low,94011.04,High School,15,3624,9584,70.5,25.45,Brazil,21.74
Bonds trader,Education,Decreasing,Low,121761.78,Associate Degree,11,7766,5981,34.95,47.53,Australia,48.78
Interpreter,Retail,Decreasing,High,39292.63,Associate Degree,0,4544,9810,80.02,64.53,India,56.57
"Designer, interior/spatial",Education,Increasing,Low,37305.02,Master’s Degree,12,7506,5249,4.35,93.94,India,46.33
Paediatric nurse,Retail,Increasing,Moderate,82842.2,High School,9,3529,7799,3.16,33.26,USA,51.61
"Surveyor, insurance",Entertainment,Decreasing,Low,135025.03,Associate Degree,3,6605,6983,40.61,22.07,USA,56.34
Print production planner,Education,Decreasing,Low,133559.92,Bachelor’s Degree,2,9369,555,20.9,24.11,Canada,63.75
"Designer, television/film set",Retail,Increasing,High,36583.85,Bachelor’s Degree,2,7761,440,62.01,59.29,China,72.72
Building surveyor,IT,Decreasing,High,84377.7,PhD,20,9217,3148,8.94,13.67,China,52.19
Records manager,Manufacturing,Decreasing,Low,55253.51,Master’s Degree,14,9873,8362,70.32,18.44,Canada,49.32
"Nurse, children's",Retail,Increasing,High,64172.55,High School,19,110,6600,23.84,11.09,China,57.78
Musician,Manufacturing,Decreasing,High,79064.23,Bachelor’s Degree,5,655,3684,15.2,74.25,Canada,74.06
Financial trader,Healthcare,Increasing,Low,39678.64,Master’s Degree,6,9198,8278,68.31,56.72,China,55.81
IT technical support officer,Transportation,Increasing,High,63382.25,PhD,16,1149,780,57.66,95.57,India,47.1
Naval architect,Manufacturing,Decreasing,Low,119700.9,Master’s Degree,0,8943,3820,57.21,33.7,Canada,33.22
Manufacturing engineer,Manufacturing,Increasing,Low,84912.44,Associate Degree,11,8954,1883,62.16,28.51,UK,20.3
"Clinical scientist, histocompatibility and immunogenetics",Healthcare,Increasing,Moderate,46298.39,High School,18,2591,4087,56.06,60.19,UK,37.77
Clinical molecular geneticist,Manufacturing,Increasing,Moderate,75186.32,Master’s Degree,0,9369,9038,13.32,21.86,Germany,78.7
Geographical information systems officer,IT,Decreasing,High,54084.2,Master’s Degree,12,2293,7851,86.18,11.95,India,40.04
Barrister's clerk,Entertainment,Decreasing,High,59970.13,Bachelor’s Degree,8,4815,4527,18.21,68.57,India,29.63
"Surveyor, hydrographic",IT,Increasing,High,68618.89,High School,1,7168,1701,9.57,53.86,Brazil,23.03
"Administrator, charities/voluntary organisations",IT,Increasing,Low,42179.8,PhD,7,6510,397,43.73,24.24,China,63.1
Translator,Finance,Decreasing,Moderate,61149.43,Bachelor’s Degree,13,1046,7093,13.36,11.7,Australia,56.69
Dance movement psychotherapist,IT,Increasing,Low,105755.95,PhD,4,3189,8829,55.23,56.45,UK,58.84
Software engineer,Manufacturing,Decreasing,Low,34180.18,Bachelor’s Degree,11,9820,2959,66.0,13.17,UK,59.65
"Producer, radio",Transportation,Decreasing,Low,56053.8,PhD,1,1641,9251,33.45,57.01,Germany,20.88
Corporate investment banker,Transportation,Decreasing,Low,137877.0,Associate Degree,13,1821,2132,25.99,93.28,Australia,67.46
Event organiser,Finance,Increasing,Low,143419.33,Bachelor’s Degree,17,1454,768,42.77,57.0,Australia,62.25
Broadcast engineer,Retail,Increasing,Low,113185.91,Associate Degree,1,964,410,67.12,37.82,Brazil,53.6
Public relations account executive,Education,Increasing,Moderate,114329.36,Associate Degree,10,9968,2720,91.48,7.62,USA,43.79
Charity officer,Entertainment,Decreasing,High,77664.07,Associate Degree,14,731,5939,14.49,15.5,China,49.55
"Engineer, materials",Education,Increasing,High,61172.82,Bachelor’s Degree,5,9752,4271,76.79,23.12,Brazil,28.79
Environmental education officer,Manufacturing,Increasing,Low,48751.16,PhD,8,2916,4118,75.36,96.82,China,55.55
Legal secretary,Finance,Increasing,Moderate,63466.28,High School,7,6109,5404,41.78,57.77,USA,43.63
Airline pilot,IT,Decreasing,Low,128917.77,PhD,6,998,2125,9.26,8.34,India,46.59
Recruitment consultant,Transportation,Decreasing,High,142496.31,PhD,5,9386,5469,49.59,77.2,Australia,38.85
Tax adviser,Retail,Increasing,Moderate,135450.4,High School,17,4442,798,88.59,61.67,India,63.62
Drilling engineer,IT,Increasing,High,85799.26,Bachelor’s Degree,15,3110,7419,29.42,37.59,India,46.14
Accommodation manager,Healthcare,Decreasing,Low,142404.37,High School,9,3065,2256,51.21,59.81,Brazil,29.48
Software engineer,IT,Decreasing,High,102571.4,PhD,0,6748,1932,19.85,46.75,Germany,67.41
"Editor, commissioning",Entertainment,Decreasing,High,104736.62,Associate Degree,19,7579,4616,53.05,58.93,Canada,57.05
Futures trader,Healthcare,Decreasing,High,85690.66,Master’s Degree,6,6560,8944,48.34,1.92,Brazil,62.24
Audiological scientist,Healthcare,Decreasing,High,146459.67,PhD,13,4199,9284,17.96,96.52,India,53.43
"Accountant, chartered management",IT,Decreasing,Low,138070.24,Master’s Degree,4,8355,1715,65.8,55.74,Brazil,70.75
Trade mark attorney,IT,Increasing,Low,123251.72,PhD,1,2998,4968,89.55,42.66,Germany,48.32
Learning disability nurse,Finance,Decreasing,Low,98775.25,High School,12,735,3583,93.05,80.66,Brazil,54.75
Technical brewer,Education,Increasing,High,72112.41,High School,18,5896,7633,65.59,88.78,Brazil,61.12
"Engineer, manufacturing systems",Manufacturing,Decreasing,Moderate,66772.19,Master’s Degree,20,2472,4274,5.16,89.55,India,36.42
Engineering geologist,Retail,Increasing,Low,128715.48,PhD,2,6197,718,29.03,26.28,USA,51.05
"Engineer, electrical",Entertainment,Decreasing,High,62333.93,High School,4,2364,3269,28.37,71.74,Australia,75.9
"Production assistant, radio",Healthcare,Increasing,High,142691.71,High School,5,3157,8921,22.66,90.08,India,63.42
Mining engineer,Manufacturing,Increasing,Low,57794.48,Bachelor’s Degree,10,6926,1919,80.91,23.59,China,74.78
Advertising copywriter,Transportation,Increasing,High,143298.57,High School,2,7870,10000,59.54,23.88,China,22.93
Furniture conservator/restorer,Manufacturing,Decreasing,Low,122420.55,Associate Degree,4,3543,6462,45.05,36.67,UK,21.12
Advice worker,Healthcare,Decreasing,Moderate,140644.5,Master’s Degree,9,4046,427,13.92,79.65,China,60.74
Health physicist,Education,Decreasing,Moderate,38360.33,Associate Degree,11,5885,8482,20.97,4.59,UK,64.92
Music tutor,IT,Increasing,Low,70526.08,PhD,2,6952,1109,54.78,93.05,USA,30.03
"Engineer, land",Transportation,Increasing,Low,143501.58,Bachelor’s Degree,14,6916,462,59.27,10.83,UK,29.0
"Civil engineer, contracting",Transportation,Increasing,Low,86859.32,Bachelor’s Degree,9,9256,1506,93.91,5.53,Australia,72.71
"Loss adjuster, chartered",Healthcare,Increasing,Moderate,123740.63,High School,9,3846,5576,49.02,73.85,China,56.32
"Programmer, applications",IT,Decreasing,Moderate,116769.61,Bachelor’s Degree,15,4570,6691,19.66,56.13,UK,59.1
Set designer,Finance,Increasing,Moderate,126176.63,Master’s Degree,7,3829,5512,75.1,68.32,UK,42.05
"Surveyor, insurance",Finance,Increasing,Low,71735.78,High School,16,303,9469,66.36,38.22,USA,59.5
Airline pilot,Manufacturing,Increasing,Moderate,58741.71,PhD,8,5065,5557,63.43,85.55,Brazil,67.54
Tourism officer,Education,Increasing,High,52966.9,Associate Degree,17,6302,5386,30.35,32.67,UK,48.26
Fitness centre manager,Entertainment,Increasing,Low,76848.78,PhD,5,9111,1522,56.28,8.87,UK,74.91
Television camera operator,Retail,Increasing,Moderate,95417.53,Associate Degree,0,5227,5067,98.49,85.93,China,70.57
Artist,Healthcare,Increasing,High,86964.08,Associate Degree,7,2209,9290,21.62,66.8,Australia,37.58
Ophthalmologist,Manufacturing,Increasing,Low,38436.39,Associate Degree,11,3829,8032,1.26,86.34,Germany,76.26
Educational psychologist,Entertainment,Increasing,High,54282.79,Associate Degree,20,6147,9838,54.36,62.5,Canada,63.55
Education administrator,Healthcare,Decreasing,High,148618.62,High School,9,5341,7927,84.07,93.86,Canada,50.98
Housing manager/officer,Finance,Increasing,Moderate,138244.9,High School,6,1742,3666,62.58,44.49,India,71.61
"Lecturer, further education",Entertainment,Decreasing,Moderate,133861.23,PhD,16,484,8042,44.09,59.9,Canada,78.32
Fitness centre manager,Retail,Decreasing,High,108401.87,Associate Degree,6,5760,3728,28.6,78.68,USA,26.73
Surgeon,IT,Increasing,Low,137331.11,High School,9,5877,8672,45.03,87.18,India,23.68
"Production assistant, television",Retail,Decreasing,Moderate,80922.35,Master’s Degree,4,3108,5977,77.86,1.54,Australia,22.91
"Administrator, charities/voluntary organisations",IT,Decreasing,Moderate,121956.16,Master’s Degree,12,3570,7188,0.34,85.98,UK,29.14
Forest/woodland manager,Healthcare,Increasing,Moderate,121749.46,High School,6,3149,1368,61.68,58.09,India,70.19
Location manager,IT,Increasing,Moderate,38835.33,Master’s Degree,3,2736,3172,13.76,67.22,Canada,60.75
Computer games developer,Entertainment,Increasing,Moderate,56292.23,PhD,6,4275,4808,74.05,94.57,USA,60.43
"Programme researcher, broadcasting/film/video",Education,Decreasing,Low,92741.57,Master’s Degree,14,1342,3158,3.55,4.68,UK,63.43
Higher education lecturer,Transportation,Decreasing,High,103752.89,Master’s Degree,15,6643,9560,15.4,31.19,India,35.6
Museum/gallery curator,Education,Decreasing,Moderate,143538.59,Master’s Degree,10,9699,883,16.59,64.73,Australia,43.35
"Merchandiser, retail",Entertainment,Increasing,High,115885.43,High School,12,5586,6765,9.36,98.52,USA,32.42
"Biochemist, clinical",Manufacturing,Increasing,High,48044.6,Associate Degree,9,4759,456,41.7,21.17,Australia,31.65
Dispensing optician,IT,Increasing,Low,144931.98,High School,1,4611,2208,22.67,51.8,India,26.82
Publishing rights manager,Education,Decreasing,Moderate,117912.14,Master’s Degree,11,2038,4300,35.67,12.15,UK,44.76
Emergency planning/management officer,Finance,Increasing,Low,88149.45,High School,3,6601,1038,32.63,74.0,Canada,61.91
Retail buyer,Manufacturing,Increasing,Moderate,97147.89,High School,8,2527,8593,49.37,73.57,Australia,33.82
Audiological scientist,Finance,Decreasing,Low,42496.5,PhD,20,8423,1745,70.77,45.25,UK,72.87
Clothing/textile technologist,Education,Decreasing,High,83896.76,Master’s Degree,13,7630,4757,40.0,69.54,Brazil,78.37
"Producer, radio",Education,Increasing,High,60291.15,Bachelor’s Degree,13,9881,9182,31.94,83.85,USA,54.42
"Administrator, local government",Healthcare,Decreasing,Low,38808.48,High School,3,7999,762,76.62,88.23,Germany,34.06
Patent examiner,Education,Increasing,High,115079.82,Master’s Degree,9,6667,8502,58.69,17.95,UK,24.29
Museum/gallery exhibitions officer,Education,Decreasing,Low,149247.72,Associate Degree,20,1654,4129,97.41,18.18,Brazil,42.65
Technical sales engineer,Manufacturing,Decreasing,Moderate,38985.55,High School,2,6571,9527,59.17,24.4,China,62.38
Interior and spatial designer,Entertainment,Decreasing,Low,131739.5,PhD,8,9247,2658,8.26,14.16,India,60.68
Health visitor,Finance,Increasing,High,76046.8,High School,8,6334,2703,42.34,95.46,USA,75.19
Chiropractor,Education,Increasing,Low,96986.04,High School,5,3612,6973,56.4,13.51,USA,45.27
Economist,Transportation,Decreasing,Moderate,123513.88,PhD,5,3883,3796,53.82,84.11,India,69.61
Cytogeneticist,Entertainment,Decreasing,High,133345.75,Bachelor’s Degree,5,7840,1673,20.09,6.78,Brazil,69.7
"Engineer, biomedical",Retail,Decreasing,Moderate,54797.95,PhD,12,7382,2463,75.29,58.06,Brazil,55.47
Data scientist,Retail,Increasing,Low,87548.33,Associate Degree,2,9345,1782,78.97,74.84,Canada,30.47
Housing manager/officer,Retail,Decreasing,Moderate,140169.75,Bachelor’s Degree,19,6673,5382,59.64,38.19,Germany,47.5
"Physicist, medical",Finance,Increasing,Moderate,70517.79,Associate Degree,18,8563,397,15.3,87.72,Australia,49.58
"Psychotherapist, child",Finance,Decreasing,High,134264.36,Associate Degree,1,4672,2530,18.23,6.79,Australia,78.84
Editorial assistant,Manufacturing,Decreasing,High,98928.49,High School,14,4886,2350,35.09,78.61,India,22.85
Personnel officer,Finance,Decreasing,Moderate,55954.56,Master’s Degree,14,1471,6918,42.69,42.52,Canada,77.33
"Presenter, broadcasting",Manufacturing,Decreasing,High,114901.3,Associate Degree,4,8720,2628,73.94,38.5,UK,62.2
"Radiographer, diagnostic",Healthcare,Increasing,Low,82059.03,Associate Degree,1,9355,745,12.71,19.35,Germany,36.28
Field seismologist,Education,Decreasing,Moderate,45427.71,Bachelor’s Degree,13,9406,905,38.39,73.6,Canada,24.48
"Psychologist, occupational",Manufacturing,Increasing,High,71754.08,Master’s Degree,14,8536,1153,95.63,11.54,China,79.55
Occupational therapist,Entertainment,Increasing,Moderate,146622.17,Bachelor’s Degree,9,1370,6608,65.8,44.24,Brazil,35.0
Hydrogeologist,Entertainment,Increasing,High,31205.83,PhD,19,135,422,51.1,68.94,Germany,35.06
"Conservator, museum/gallery",Entertainment,Decreasing,High,126112.1,Master’s Degree,16,7998,9443,30.17,18.08,UK,56.58
Retail merchandiser,Entertainment,Increasing,High,39895.91,Bachelor’s Degree,1,6806,6780,62.26,31.83,Brazil,69.75
"Research officer, trade union",Transportation,Decreasing,High,74716.8,High School,14,6584,3708,47.58,88.1,Brazil,23.07
Animal technologist,Entertainment,Increasing,High,118088.44,Bachelor’s Degree,13,4342,1450,99.02,42.71,USA,65.5
"Loss adjuster, chartered",Education,Increasing,High,100932.59,Bachelor’s Degree,17,486,8466,1.66,10.78,USA,31.59
"Engineer, technical sales",Transportation,Increasing,Low,138328.26,Bachelor’s Degree,19,1943,4591,21.96,83.1,USA,68.63
"Accountant, chartered",IT,Increasing,High,65570.34,High School,11,9882,2772,84.82,21.25,Australia,28.54
TEFL teacher,Healthcare,Decreasing,Low,65927.82,Master’s Degree,10,1799,2921,18.9,17.93,Canada,57.66
"Psychologist, occupational",Entertainment,Increasing,Moderate,131167.34,Bachelor’s Degree,6,1853,822,19.65,51.82,Canada,55.49
Planning and development surveyor,Finance,Decreasing,High,88828.27,Master’s Degree,15,5116,2139,65.81,49.66,China,59.07
Location manager,Entertainment,Increasing,Moderate,56996.98,PhD,4,1330,9308,2.6,16.07,Australia,72.44
Administrator,Entertainment,Decreasing,Low,110995.94,Bachelor’s Degree,2,7975,6808,22.32,43.23,USA,64.75
Paediatric nurse,Finance,Decreasing,High,94083.15,Master’s Degree,14,6065,8422,25.82,34.04,UK,20.57
"Designer, television/film set",Entertainment,Decreasing,High,139947.16,High School,12,586,7920,88.36,94.34,Brazil,27.41
Contracting civil engineer,Healthcare,Increasing,Low,98418.61,PhD,5,3940,1077,55.46,59.41,USA,70.61
Research scientist (maths),Finance,Decreasing,High,47236.52,Bachelor’s Degree,9,7868,7340,27.75,44.31,Germany,50.67
Further education lecturer,Education,Increasing,Moderate,115025.49,Master’s Degree,17,9644,6158,8.19,45.32,USA,47.36
Neurosurgeon,IT,Decreasing,Low,108442.8,High School,13,5959,2692,54.48,19.45,Australia,67.24
Historic buildings inspector/conservation officer,Transportation,Decreasing,Moderate,98003.14,PhD,1,6826,4654,87.28,67.8,India,58.77
Product/process development scientist,IT,Increasing,High,119101.5,PhD,13,8581,8673,88.23,35.42,Australia,77.76
Health visitor,Entertainment,Decreasing,Moderate,74425.98,Master’s Degree,4,8310,1906,48.24,99.84,Brazil,26.87
Systems developer,Education,Decreasing,Low,115304.59,Bachelor’s Degree,15,226,9491,77.89,95.01,China,46.67
Early years teacher,Transportation,Increasing,High,124078.68,Bachelor’s Degree,3,948,3056,9.35,22.43,Australia,29.86
"Radiographer, diagnostic",Manufacturing,Increasing,Moderate,75842.19,Associate Degree,15,1984,7825,80.48,16.59,China,57.16
Lexicographer,Transportation,Decreasing,Low,66255.92,Associate Degree,7,7798,531,60.22,76.47,Brazil,46.88
Restaurant manager,Manufacturing,Decreasing,Low,33290.43,PhD,19,2349,9680,62.26,56.2,India,38.73
"Scientist, research (life sciences)",Finance,Decreasing,Low,141436.02,PhD,8,9862,5471,62.06,95.13,Canada,75.81
Network engineer,Finance,Increasing,Low,138519.92,Master’s Degree,11,4389,2707,77.83,19.22,India,65.47
Archaeologist,Retail,Decreasing,Low,46486.61,Bachelor’s Degree,13,6564,6672,74.47,98.34,USA,35.03
Paediatric nurse,Finance,Decreasing,Low,78111.64,PhD,8,4928,9311,6.12,4.74,USA,67.78
Airline pilot,Entertainment,Decreasing,Moderate,134226.1,High School,20,722,4441,5.43,62.17,UK,60.3
"Accountant, chartered public finance",Healthcare,Increasing,Moderate,96621.14,High School,2,6761,3379,4.17,59.07,Australia,71.5
"Radiographer, diagnostic",Manufacturing,Decreasing,High,114542.14,High School,17,9961,6741,45.79,61.05,China,37.49
Police officer,Retail,Increasing,Low,127332.42,PhD,19,466,7267,13.61,34.56,UK,40.19
Ambulance person,Healthcare,Increasing,Low,130617.18,Bachelor’s Degree,19,3585,8865,30.24,76.12,China,39.26
Multimedia programmer,Healthcare,Increasing,Moderate,141211.75,Master’s Degree,10,5388,3674,91.32,94.06,Canada,23.93
Artist,IT,Decreasing,Low,86337.06,Master’s Degree,11,8754,9420,52.55,95.83,UK,75.44
Firefighter,Entertainment,Increasing,Moderate,38267.98,Bachelor’s Degree,18,5034,3446,30.47,15.11,India,73.93
"Teacher, early years/pre",Healthcare,Decreasing,Moderate,100048.96,Bachelor’s Degree,6,5907,6896,9.0,16.3,USA,52.25
Purchasing manager,Manufacturing,Increasing,High,103385.93,Master’s Degree,19,3210,410,63.87,50.72,Canada,63.12
Copy,Transportation,Decreasing,Low,80802.35,Master’s Degree,4,8503,313,90.09,68.65,India,58.97
Environmental consultant,Healthcare,Increasing,Moderate,72517.21,PhD,11,1904,6071,43.74,2.69,China,69.17
Advertising account executive,Manufacturing,Decreasing,High,55236.14,High School,17,8438,354,77.3,92.96,UK,20.28
Art therapist,Retail,Decreasing,Moderate,66567.27,High School,16,7447,8522,21.32,82.42,Australia,32.02
Geochemist,Entertainment,Increasing,Low,42674.63,Bachelor’s Degree,1,1705,1017,81.58,87.09,Germany,75.83
Midwife,Manufacturing,Increasing,Moderate,124183.54,Bachelor’s Degree,5,5626,8559,12.17,27.74,Brazil,69.82
Data scientist,Entertainment,Decreasing,High,40578.31,PhD,4,8880,8806,68.19,87.41,Canada,49.78
"Engineer, building services",Manufacturing,Increasing,High,89204.38,High School,12,6922,2660,82.17,64.19,Canada,78.82
Visual merchandiser,Education,Decreasing,High,108979.47,Bachelor’s Degree,16,309,5295,22.34,46.74,USA,30.01
Medical laboratory scientific officer,Entertainment,Decreasing,High,67027.29,High School,0,6915,1591,33.26,44.9,USA,40.65
"Copywriter, advertising",Healthcare,Increasing,Moderate,39040.69,Bachelor’s Degree,12,7190,3995,6.88,46.69,Canada,38.02
"Psychologist, occupational",Transportation,Decreasing,High,132602.8,High School,0,6285,3215,34.07,44.61,Canada,34.64
Civil Service administrator,Finance,Increasing,High,53646.43,Bachelor’s Degree,15,5111,6544,57.5,45.78,Germany,77.55
Database administrator,Retail,Decreasing,Low,98235.25,High School,12,7150,3016,39.34,95.58,India,46.34
Television production assistant,Healthcare,Increasing,Moderate,90606.07,High School,15,8271,5141,67.35,98.84,UK,56.25
Actor,IT,Decreasing,High,93924.8,Bachelor’s Degree,20,8788,9506,4.95,23.39,USA,56.49
Occupational therapist,Transportation,Decreasing,Low,144832.38,PhD,3,7157,1692,80.63,71.15,Germany,72.53
Forensic psychologist,Retail,Increasing,Low,147642.12,Master’s Degree,14,7404,7438,87.11,88.93,USA,46.07
Adult guidance worker,IT,Decreasing,Moderate,136212.88,Bachelor’s Degree,10,6595,7918,35.16,37.71,China,68.16
Advice worker,IT,Increasing,High,77903.11,High School,18,2883,4456,71.06,11.96,Canada,74.87
Sports administrator,Education,Decreasing,Moderate,54161.11,Bachelor’s Degree,20,5408,4498,41.39,85.15,India,70.43
"Teacher, adult education",Retail,Decreasing,Moderate,109451.97,Associate Degree,14,6071,8340,12.5,31.26,Brazil,32.18
"Administrator, sports",Education,Increasing,Moderate,88296.14,Master’s Degree,4,9136,9374,97.49,84.47,USA,53.35
Chemical engineer,Healthcare,Decreasing,High,79040.33,PhD,12,4913,7314,37.06,26.01,Australia,74.83
Warden/ranger,IT,Decreasing,High,101487.85,Bachelor’s Degree,2,3042,202,89.69,69.58,India,41.91
Event organiser,Entertainment,Increasing,High,112205.4,PhD,13,9499,6903,1.49,67.47,Germany,34.73
Artist,Healthcare,Increasing,High,37528.91,Master’s Degree,0,6298,3663,80.05,79.35,UK,32.8
"Surveyor, building control",Retail,Decreasing,Moderate,48369.43,High School,8,6884,5067,68.54,13.95,Brazil,79.05
Health visitor,Finance,Increasing,Moderate,79046.09,Bachelor’s Degree,20,5174,4689,63.85,15.17,USA,31.1
Geophysicist/field seismologist,IT,Decreasing,Low,37388.09,Bachelor’s Degree,4,9292,1393,2.85,38.64,UK,70.73
Product designer,Transportation,Increasing,High,120219.15,Bachelor’s Degree,13,7114,3533,83.35,39.8,Germany,72.85
Transport planner,Manufacturing,Increasing,High,44280.05,Bachelor’s Degree,18,3242,5499,37.97,12.19,China,34.14
Counsellor,Entertainment,Decreasing,High,140637.78,Associate Degree,9,8973,4457,43.34,26.75,India,61.38
Web designer,IT,Increasing,Low,55684.96,Associate Degree,0,5815,8311,27.85,19.34,China,66.67
"Designer, exhibition/display",Entertainment,Decreasing,High,57427.25,Associate Degree,7,3900,134,99.32,67.45,Brazil,23.19
Research scientist (maths),IT,Decreasing,High,149254.5,Master’s Degree,4,824,8497,90.78,15.43,USA,29.73
Art therapist,Finance,Decreasing,Low,144779.18,High School,17,4816,9095,62.72,22.72,China,57.46
Lobbyist,IT,Decreasing,Moderate,127933.78,PhD,18,8712,136,72.93,8.75,UK,61.33
Art gallery manager,Manufacturing,Decreasing,Low,44070.95,Master’s Degree,8,4022,8988,38.01,16.53,Canada,37.53
Personnel officer,Retail,Decreasing,High,36607.87,Master’s Degree,11,4009,987,46.69,35.69,India,64.72
Medical sales representative,Education,Decreasing,High,71272.19,Bachelor’s Degree,19,876,9201,35.85,72.56,Canada,50.2
"Administrator, charities/voluntary organisations",IT,Decreasing,Low,52970.16,Master’s Degree,15,9058,7412,59.36,84.43,India,21.8
"Embryologist, clinical",IT,Decreasing,High,72359.69,PhD,15,8205,9847,43.05,14.14,Germany,79.81
Theatre stage manager,Healthcare,Increasing,High,112490.42,Associate Degree,13,9912,7603,53.26,52.57,Canada,32.65
Clinical biochemist,Finance,Increasing,High,108425.54,Associate Degree,17,4991,7873,76.95,42.59,Brazil,32.71
"Surveyor, insurance",IT,Decreasing,Moderate,148734.53,Bachelor’s Degree,14,5118,7796,47.49,30.56,USA,38.08
Marketing executive,Transportation,Increasing,High,109563.0,Master’s Degree,13,4248,9999,9.58,78.62,Brazil,67.78
Social worker,Transportation,Decreasing,High,84615.88,PhD,1,3468,3544,24.29,80.95,China,25.8
Clinical embryologist,Transportation,Decreasing,Moderate,126289.52,Bachelor’s Degree,2,9457,2142,2.57,66.78,UK,50.38
"Scientist, research (maths)",Healthcare,Decreasing,Low,121955.83,PhD,19,9029,1688,9.62,57.83,UK,20.11
"Exhibitions officer, museum/gallery",Manufacturing,Decreasing,Moderate,120114.55,High School,3,317,499,81.29,32.83,Germany,76.8
Heritage manager,Transportation,Decreasing,High,124327.39,Associate Degree,7,5990,5321,22.07,36.93,Canada,20.86
Patent examiner,Finance,Increasing,Low,134556.44,Associate Degree,9,7847,2677,16.99,42.13,USA,37.19
"Runner, broadcasting/film/video",Healthcare,Increasing,High,93716.84,Bachelor’s Degree,7,4759,4598,71.48,27.63,Brazil,52.31
Product/process development scientist,Retail,Increasing,Low,56417.57,PhD,5,2258,5275,0.09,71.15,China,44.58
Lobbyist,IT,Decreasing,High,129117.52,High School,19,7484,6017,98.18,6.1,Canada,65.82
Actor,Education,Increasing,Moderate,123616.68,Associate Degree,17,3008,1458,98.34,76.24,China,58.87
Best boy,Education,Increasing,Low,98708.3,PhD,6,8557,1732,84.22,24.63,Brazil,59.65
Horticultural consultant,Retail,Increasing,High,111742.58,Associate Degree,3,7454,5827,13.12,72.88,USA,73.57
"Therapist, speech and language",IT,Increasing,High,40075.69,Associate Degree,9,2347,7373,62.91,2.68,Brazil,73.79
Hospital pharmacist,Transportation,Decreasing,Moderate,142508.74,High School,10,8497,7394,8.6,44.08,Canada,37.48
Armed forces logistics/support/administrative officer,Retail,Increasing,Low,63042.31,Master’s Degree,7,6279,4857,71.46,67.61,Germany,54.37
Leisure centre manager,Finance,Increasing,Moderate,72965.68,Bachelor’s Degree,16,8531,8669,17.03,1.28,Canada,35.58
Museum/gallery curator,IT,Decreasing,Moderate,85613.68,Master’s Degree,0,9618,1536,18.23,87.61,China,63.92
"Accountant, chartered management",Finance,Increasing,High,52452.01,Bachelor’s Degree,2,2316,3420,25.59,73.69,Germany,53.25
Games developer,Entertainment,Decreasing,High,132295.66,Associate Degree,3,7459,9418,88.07,5.14,Brazil,27.91
Public house manager,IT,Decreasing,High,109395.74,High School,12,5229,304,18.31,65.89,UK,37.24
"Therapist, speech and language",Finance,Increasing,Low,51409.47,Bachelor’s Degree,8,8417,3970,26.79,98.05,USA,72.09
Tourist information centre manager,Finance,Decreasing,Low,110868.36,PhD,5,2814,4965,77.0,46.78,UK,53.68
Hydrographic surveyor,IT,Decreasing,High,130263.33,Bachelor’s Degree,2,5079,5116,31.33,45.83,Canada,28.19
"Engineer, drilling",Education,Decreasing,High,149384.58,Master’s Degree,12,4274,3353,45.01,35.8,Brazil,24.01
"Engineer, mining",Finance,Increasing,High,125652.2,PhD,2,7106,6175,28.76,48.78,Germany,26.77
Agricultural consultant,Entertainment,Decreasing,Low,31077.76,Bachelor’s Degree,14,5916,6588,57.04,98.74,Germany,63.02
Industrial buyer,Manufacturing,Increasing,Moderate,42988.59,High School,10,3882,8571,88.86,53.59,UK,53.02
Dealer,Finance,Decreasing,High,35153.66,PhD,10,594,5130,64.41,64.08,UK,54.65
Health and safety inspector,IT,Increasing,Low,112525.84,PhD,12,1506,3672,4.56,25.95,Australia,77.38
"Loss adjuster, chartered",Retail,Increasing,High,63206.1,High School,2,8476,7811,23.73,52.33,Brazil,79.73
"Solicitor, Scotland",Transportation,Increasing,High,141516.36,Master’s Degree,9,3584,7159,66.0,57.73,China,53.2
Seismic interpreter,Entertainment,Decreasing,Low,89239.63,Master’s Degree,18,3032,2528,87.12,52.46,Australia,52.96
Print production planner,Transportation,Decreasing,Moderate,97238.59,PhD,7,8689,4335,40.43,73.66,Australia,35.94
Colour technologist,IT,Decreasing,High,99263.26,Associate Degree,19,503,3182,66.27,20.67,India,44.4
Tax adviser,Entertainment,Increasing,Low,108213.26,PhD,10,2482,251,26.3,18.79,Canada,28.75
Brewing technologist,Education,Increasing,Moderate,88979.33,High School,12,9722,6713,8.03,82.81,India,63.93
"Psychologist, counselling",Manufacturing,Increasing,Moderate,123673.93,PhD,16,6766,4367,28.12,87.41,Germany,45.23
Building surveyor,Manufacturing,Decreasing,High,65015.57,Bachelor’s Degree,19,7149,6612,95.5,9.3,China,41.93
Operational researcher,IT,Decreasing,Moderate,31958.59,Associate Degree,1,8322,2956,89.01,18.9,China,66.78
"Teacher, secondary school",Entertainment,Increasing,Low,100910.01,Master’s Degree,4,4275,3557,26.97,69.1,China,70.05
Aeronautical engineer,Education,Decreasing,Moderate,51411.82,High School,15,9256,2208,76.94,30.9,Canada,65.38
Animal technologist,Finance,Increasing,High,133706.8,Master’s Degree,9,9287,3042,34.23,99.43,USA,61.0
Jewellery designer,Manufacturing,Increasing,High,125257.28,High School,8,2377,6143,43.9,12.52,Brazil,35.04
Clinical biochemist,Education,Increasing,Moderate,35531.33,High School,19,562,7123,9.77,85.15,Australia,41.57
Quarry manager,IT,Decreasing,Low,30333.91,Bachelor’s Degree,17,9516,8774,22.86,37.56,Australia,26.84
Sub,Entertainment,Increasing,Moderate,108943.16,PhD,16,535,8961,24.8,27.53,Australia,38.49
Chartered certified accountant,Manufacturing,Increasing,Moderate,105818.07,Bachelor’s Degree,19,879,2045,73.04,67.59,USA,71.27
Theatre manager,Manufacturing,Decreasing,Low,123856.0,Associate Degree,20,6366,2144,97.2,6.07,Australia,36.14
Field trials officer,Entertainment,Increasing,Low,63985.43,Bachelor’s Degree,8,4011,4923,35.2,31.97,UK,40.15
Careers information officer,Finance,Increasing,Low,47131.41,High School,19,4881,5709,21.07,15.38,India,42.4
Dancer,IT,Decreasing,Moderate,72223.88,Bachelor’s Degree,9,3366,5400,57.66,23.3,Brazil,33.83
"Civil engineer, consulting",Manufacturing,Increasing,Low,31592.01,Associate Degree,7,9691,8556,16.54,19.86,Brazil,79.7
Chief Marketing Officer,Manufacturing,Increasing,Low,141059.98,Bachelor’s Degree,7,7426,3190,97.44,96.13,Brazil,40.01
Theatre stage manager,Healthcare,Increasing,High,74458.07,Associate Degree,19,4901,5870,63.26,32.91,Germany,20.38
Radio producer,Finance,Increasing,High,53954.83,Bachelor’s Degree,19,9649,5396,72.09,90.43,Brazil,37.7
Clinical molecular geneticist,Manufacturing,Decreasing,Moderate,128158.28,Associate Degree,15,5637,2735,24.02,44.8,India,29.19
Special effects artist,Healthcare,Decreasing,Moderate,95367.18,PhD,19,1700,4775,16.21,30.48,China,45.33
Medical secretary,Finance,Decreasing,Low,92889.11,Bachelor’s Degree,1,1531,7418,80.35,22.49,China,43.58
Facilities manager,Entertainment,Increasing,Moderate,100296.98,Bachelor’s Degree,15,3093,4779,94.8,16.09,Germany,52.64
Psychiatric nurse,Retail,Increasing,Low,119901.2,Bachelor’s Degree,8,3390,2635,18.57,12.35,India,41.53
Immunologist,Transportation,Decreasing,Moderate,32429.2,High School,18,9569,6481,5.25,85.04,USA,41.69
Charity officer,Healthcare,Decreasing,Moderate,59229.18,Master’s Degree,2,8621,7699,42.74,78.52,India,44.8
Film/video editor,Entertainment,Decreasing,High,91635.24,Bachelor’s Degree,8,7733,2603,48.97,75.24,India,74.45
"Therapist, music",Education,Increasing,Moderate,98049.06,Master’s Degree,5,3751,465,14.02,9.23,Germany,38.36
Herbalist,Manufacturing,Increasing,Low,147226.31,High School,5,1672,9142,90.38,43.42,China,41.01
Comptroller,Entertainment,Decreasing,Moderate,148003.45,Bachelor’s Degree,0,8332,3713,13.1,91.01,Australia,26.13
Film/video editor,Retail,Increasing,Low,116896.25,High School,4,7520,8730,12.88,3.64,UK,28.53
Systems developer,Transportation,Decreasing,High,42876.0,PhD,17,9673,2057,44.33,37.87,Brazil,63.95
Jewellery designer,Education,Increasing,High,133657.87,Bachelor’s Degree,10,8156,9311,50.85,78.05,India,20.88
Bookseller,Manufacturing,Increasing,High,144035.24,Bachelor’s Degree,7,4865,5227,68.48,80.16,UK,35.92
Animal technologist,Healthcare,Increasing,Low,112785.85,Associate Degree,0,5590,1427,87.52,42.54,USA,36.54
"Editor, commissioning",Entertainment,Increasing,High,127572.43,Master’s Degree,11,1779,1103,18.21,42.82,USA,49.2
Field seismologist,Healthcare,Increasing,Moderate,91044.7,Bachelor’s Degree,3,9467,753,72.86,39.74,Brazil,77.07
"Therapist, speech and language",Finance,Decreasing,High,123818.24,High School,0,4355,3505,44.3,76.12,Australia,23.57
Education administrator,Finance,Increasing,Low,94213.51,Bachelor’s Degree,8,1262,3756,1.51,20.73,Brazil,33.69
Research scientist (life sciences),Manufacturing,Increasing,High,50576.48,High School,4,6559,8873,14.48,39.09,USA,57.7
"Sound technician, broadcasting/film/video",Retail,Decreasing,Low,47333.88,PhD,14,3454,6650,97.74,53.21,Australia,28.92
Clinical embryologist,Transportation,Decreasing,High,131231.77,Bachelor’s Degree,6,9083,8270,37.0,60.42,Germany,41.65
Electrical engineer,Education,Increasing,Low,124893.73,Master’s Degree,1,2486,2909,62.59,37.07,Brazil,64.23
Estate manager/land agent,Retail,Increasing,Moderate,45999.4,High School,14,4485,5670,52.88,34.46,USA,22.86
Tourist information centre manager,Entertainment,Decreasing,Moderate,149690.01,Associate Degree,19,7957,5094,67.9,28.11,Brazil,67.12
Armed forces operational officer,Manufacturing,Decreasing,Moderate,77280.67,PhD,19,1416,2155,11.19,5.44,Germany,77.41
Materials engineer,Finance,Decreasing,High,119932.98,Bachelor’s Degree,2,2820,3401,85.11,66.32,Canada,23.54
"Psychologist, prison and probation services",Entertainment,Decreasing,Low,45778.78,High School,15,1455,1354,85.16,61.44,Brazil,40.92
Hospital doctor,Finance,Increasing,Low,81722.69,PhD,18,6128,5928,62.02,29.49,UK,35.59
Education administrator,Education,Increasing,Low,75595.84,Master’s Degree,11,291,5027,43.77,53.81,Canada,23.3
Product/process development scientist,Retail,Decreasing,Moderate,100610.2,Associate Degree,3,2269,1202,50.08,18.68,Australia,20.53
Retail manager,Finance,Decreasing,Moderate,149988.71,Master’s Degree,19,4003,5187,79.85,35.45,Brazil,36.67
Advertising account executive,IT,Increasing,Moderate,74242.9,High School,12,5581,2118,11.4,95.56,Australia,78.85
Microbiologist,Retail,Decreasing,Moderate,42351.69,High School,17,1575,9949,55.61,48.4,China,32.25
Intelligence analyst,Healthcare,Increasing,Low,67232.91,Bachelor’s Degree,4,7964,1862,56.66,63.04,USA,39.96
"Scientist, physiological",Entertainment,Decreasing,High,137724.18,PhD,11,4510,841,42.99,75.13,India,37.03
"Administrator, education",Healthcare,Decreasing,Low,71504.21,Bachelor’s Degree,5,3220,5995,22.46,38.97,India,64.68
Community arts worker,Retail,Increasing,High,127993.65,High School,0,2888,6669,49.2,50.8,Germany,38.13
Dealer,IT,Increasing,Moderate,56065.9,Associate Degree,4,1830,3882,81.53,40.74,Canada,71.7
Ranger/warden,Retail,Decreasing,High,124923.73,High School,15,7002,6757,10.87,42.98,India,27.74
Administrator,Finance,Increasing,High,142682.55,High School,14,6987,7223,52.27,67.8,India,64.18
Multimedia programmer,Healthcare,Decreasing,Moderate,143720.41,Bachelor’s Degree,14,9105,4187,88.65,48.55,USA,68.9
"Engineer, land",Finance,Decreasing,Low,78399.54,High School,10,9242,5610,93.22,46.55,Brazil,45.41
Building services engineer,Entertainment,Increasing,Low,56280.31,PhD,9,5099,290,66.95,31.39,UK,38.34
Health and safety adviser,Transportation,Decreasing,High,101390.63,High School,3,3751,1121,50.77,57.88,UK,60.46
"Lecturer, further education",Entertainment,Decreasing,High,146780.54,PhD,7,3871,4344,45.11,28.29,UK,34.43
Computer games developer,Transportation,Decreasing,Low,87256.2,High School,11,2603,4546,41.74,69.46,India,34.09
"Surveyor, planning and development",IT,Decreasing,High,131612.08,Associate Degree,7,7050,7406,18.61,56.0,Brazil,64.47
"Psychologist, counselling",Healthcare,Decreasing,Moderate,54226.92,High School,1,2172,5795,30.31,1.22,USA,71.93
"Psychologist, counselling",Retail,Increasing,Low,75631.38,PhD,20,1539,9464,12.11,27.08,India,43.07
Chief of Staff,Retail,Decreasing,Moderate,32630.39,Associate Degree,18,4329,1181,9.47,29.82,India,25.03
Quarry manager,Manufacturing,Decreasing,High,30561.73,High School,0,7995,3087,16.83,49.95,UK,35.93
Estate agent,Finance,Decreasing,Moderate,91045.69,Bachelor’s Degree,14,2267,1266,46.94,87.43,Germany,36.11
Armed forces operational officer,Education,Decreasing,High,92252.35,Bachelor’s Degree,18,1844,9497,64.64,78.82,USA,63.27
Dentist,Healthcare,Increasing,High,100489.77,High School,10,3794,4040,47.76,82.55,Germany,49.35
Multimedia specialist,Healthcare,Increasing,High,147225.02,Associate Degree,18,5073,6818,53.5,20.0,Brazil,76.24
Call centre manager,Finance,Increasing,Low,97572.13,Bachelor’s Degree,15,252,7093,89.22,68.75,Australia,79.33
"Administrator, local government",Finance,Increasing,Moderate,70498.32,Master’s Degree,8,1007,7856,93.98,32.69,India,35.45
Exhibition designer,Transportation,Increasing,Moderate,37469.28,PhD,20,8319,6223,92.12,7.64,China,28.85
"Scientist, water quality",Healthcare,Increasing,Low,140292.94,PhD,9,2561,568,29.74,62.74,Germany,36.35
"Education officer, environmental",Retail,Decreasing,Moderate,43770.73,Bachelor’s Degree,2,5296,2673,25.99,24.68,Brazil,51.81
Psychotherapist,Transportation,Decreasing,Moderate,75919.9,Associate Degree,9,3451,6526,21.36,23.09,Canada,64.05
Patent examiner,Healthcare,Increasing,High,42924.94,High School,5,9097,8827,23.98,10.2,Germany,44.08
"Pharmacist, hospital",IT,Increasing,High,121725.0,High School,1,8679,5269,55.47,10.91,Canada,61.18
"Restaurant manager, fast food",Transportation,Increasing,High,34226.63,Associate Degree,4,1270,2703,46.01,58.63,Brazil,60.87
"Doctor, general practice",IT,Decreasing,Moderate,114153.83,Associate Degree,5,4268,9389,68.75,1.28,Canada,37.35
Retail buyer,Education,Increasing,Moderate,107447.49,High School,12,4317,1531,26.1,72.29,UK,33.56
Chief of Staff,Finance,Decreasing,High,125097.13,Master’s Degree,15,5190,6121,54.19,56.48,Australia,25.24
Warden/ranger,Healthcare,Decreasing,Moderate,149346.49,PhD,1,5739,7157,53.9,45.71,Germany,36.46
"Scientist, research (physical sciences)",Manufacturing,Increasing,High,109503.41,High School,3,6724,3032,60.71,49.17,Canada,69.99
Restaurant manager,Entertainment,Decreasing,High,133407.44,Master’s Degree,19,2744,5817,27.3,13.98,USA,42.34
Ergonomist,Retail,Decreasing,Moderate,72100.69,Associate Degree,3,9349,1561,45.15,99.8,India,65.12
Printmaker,Retail,Decreasing,High,89633.82,Bachelor’s Degree,1,8936,6767,70.49,48.27,Germany,53.99
Physiotherapist,Manufacturing,Increasing,High,103887.88,Bachelor’s Degree,9,5400,5809,86.94,22.77,UK,51.64
Mudlogger,Education,Decreasing,Low,55085.03,High School,4,1971,3403,96.9,74.01,Canada,55.67
Chiropractor,Manufacturing,Increasing,High,98717.32,High School,20,7585,1016,3.6,17.56,USA,56.19
"Education officer, environmental",Retail,Decreasing,High,88833.86,Associate Degree,11,4558,5158,62.61,91.47,India,72.64
Retail buyer,Healthcare,Increasing,High,61467.13,Master’s Degree,0,6329,9617,88.74,19.56,Australia,71.17
Health physicist,Healthcare,Increasing,Low,37098.17,High School,9,5210,3092,42.29,73.92,China,51.28
Futures trader,Manufacturing,Increasing,High,76503.91,Master’s Degree,12,5813,5419,92.74,30.86,Canada,51.64
Historic buildings inspector/conservation officer,Manufacturing,Decreasing,Low,111722.91,PhD,18,6220,9226,64.08,35.69,China,44.42
Food technologist,Manufacturing,Increasing,Moderate,66683.48,Associate Degree,15,3460,9892,88.95,39.17,Canada,42.42
"Engineer, automotive",Manufacturing,Decreasing,Low,106586.68,Associate Degree,17,6489,3208,34.09,81.17,Canada,42.15
Petroleum engineer,Healthcare,Increasing,Low,135613.28,Bachelor’s Degree,14,3019,1125,47.57,45.6,Australia,49.45
IT consultant,Retail,Decreasing,Low,31676.08,Bachelor’s Degree,6,6742,2810,49.47,90.12,Canada,23.03
"Engineer, drilling",Finance,Decreasing,Low,38384.23,High School,4,3560,1345,83.69,70.64,USA,20.95
Medical sales representative,Healthcare,Increasing,Moderate,123032.23,Bachelor’s Degree,18,6639,5791,35.77,92.86,Brazil,68.11
Academic librarian,Manufacturing,Decreasing,High,124638.1,Bachelor’s Degree,8,1110,7945,72.75,21.07,Australia,38.86
Magazine journalist,Healthcare,Increasing,Moderate,78029.51,Bachelor’s Degree,12,9526,4844,27.61,97.07,India,55.92
"Sound technician, broadcasting/film/video",Retail,Decreasing,Low,99060.61,PhD,17,5726,4290,4.62,20.94,India,59.9
"Scientist, clinical (histocompatibility and immunogenetics)",Transportation,Decreasing,Moderate,98104.06,High School,13,8315,5025,48.24,38.43,India,78.2
Futures trader,Retail,Decreasing,Low,128986.83,Bachelor’s Degree,13,8695,7886,6.4,78.54,Canada,38.53
IT trainer,Entertainment,Increasing,High,130176.22,Master’s Degree,17,9362,3400,26.11,70.2,Germany,62.82
Health and safety inspector,Retail,Increasing,Moderate,86819.37,High School,10,9189,9388,28.11,49.27,Brazil,55.78
Control and instrumentation engineer,Entertainment,Decreasing,Moderate,79981.6,Associate Degree,3,8344,6055,30.12,9.62,UK,64.58
"Designer, blown glass/stained glass",Education,Increasing,High,67807.13,PhD,7,7535,3761,85.26,79.61,Australia,20.51
"Education officer, museum",Finance,Decreasing,High,114976.69,Bachelor’s Degree,13,8504,1681,36.13,28.78,China,30.19
Copy,Transportation,Increasing,Moderate,136828.43,Associate Degree,6,8851,8811,58.57,78.31,China,42.88
Further education lecturer,Retail,Decreasing,Moderate,74990.57,Master’s Degree,19,4316,2210,40.09,34.01,USA,40.16
Outdoor activities/education manager,Healthcare,Decreasing,Moderate,90049.99,High School,12,7932,360,3.93,46.67,Canada,58.87
Biomedical scientist,Healthcare,Increasing,Moderate,51514.84,High School,5,9707,4455,23.56,87.46,UK,65.54
Public relations account executive,Manufacturing,Decreasing,Moderate,115302.02,Bachelor’s Degree,13,9585,2063,3.95,10.83,Canada,77.4
Chartered loss adjuster,Retail,Decreasing,Low,125854.43,Associate Degree,20,2548,4124,67.89,99.38,Canada,25.53
Cytogeneticist,Retail,Increasing,Low,105960.98,Master’s Degree,10,2262,1886,73.27,40.97,China,56.74
"Lighting technician, broadcasting/film/video",Education,Decreasing,High,139287.5,Associate Degree,5,7775,1858,41.79,0.24,China,35.61
"Accountant, chartered certified",Transportation,Increasing,High,147876.43,PhD,6,1160,4845,1.7,94.09,Canada,61.4
Fitness centre manager,IT,Decreasing,Moderate,32452.53,Bachelor’s Degree,18,1368,273,61.3,20.85,Australia,38.45
"Engineer, agricultural",IT,Decreasing,Low,37088.41,Associate Degree,2,752,4694,31.9,29.9,UK,22.92
Immunologist,Healthcare,Decreasing,High,30400.78,PhD,12,2679,8511,25.83,57.27,Brazil,23.89
Forensic psychologist,Retail,Decreasing,High,104144.14,High School,19,4219,1543,35.94,48.24,Germany,72.29
Barista,Manufacturing,Increasing,Moderate,99795.62,PhD,15,7689,9339,88.42,72.42,India,62.06
Counsellor,Finance,Decreasing,Moderate,106361.89,Master’s Degree,3,6414,2737,99.39,88.26,USA,24.49
Data scientist,Transportation,Increasing,Low,58568.09,High School,12,8150,1888,14.89,60.97,Canada,52.16
Midwife,Retail,Increasing,High,47157.96,High School,1,4651,9786,74.35,11.22,Germany,56.39
Communications engineer,Transportation,Decreasing,High,127254.1,High School,10,2696,891,75.36,27.31,UK,28.83
Mechanical engineer,Entertainment,Increasing,Low,31487.74,Bachelor’s Degree,16,5421,9030,93.03,64.51,USA,36.96
Acupuncturist,Transportation,Decreasing,High,130797.18,Master’s Degree,1,2201,917,27.24,61.21,India,62.93
Research scientist (life sciences),Healthcare,Decreasing,High,90036.76,PhD,2,5329,3044,36.02,77.05,India,39.58
"Psychologist, occupational",IT,Increasing,Low,145095.39,Bachelor’s Degree,16,6535,357,9.04,83.66,Canada,51.66
"Engineer, automotive",Finance,Decreasing,Low,60627.21,Master’s Degree,14,701,1455,90.4,11.43,USA,55.22
Production manager,Manufacturing,Decreasing,Low,87200.88,Bachelor’s Degree,8,5779,3698,13.89,49.28,India,67.54
Retail buyer,IT,Decreasing,Moderate,129791.59,PhD,4,3149,6892,48.0,58.47,China,39.26
"Engineer, civil (contracting)",Entertainment,Decreasing,Low,128925.2,PhD,10,3628,8112,19.4,47.22,Canada,65.26
"Therapist, nutritional",Transportation,Decreasing,Low,104565.15,Bachelor’s Degree,9,6308,1853,60.04,26.17,Germany,34.58
"Engineer, broadcasting (operations)",Education,Decreasing,Moderate,118478.43,Associate Degree,4,2388,7003,86.88,16.5,China,66.31
"Pilot, airline",Retail,Decreasing,Low,55410.59,Associate Degree,16,4187,7263,15.73,51.54,Canada,29.42
Training and development officer,Healthcare,Increasing,Moderate,108938.07,Master’s Degree,12,6742,6556,15.48,49.7,Germany,20.15
Product designer,Entertainment,Increasing,Low,76022.98,Associate Degree,18,1508,1929,43.43,63.3,Germany,70.33
Secretary/administrator,Finance,Decreasing,Moderate,50334.43,High School,11,2577,4485,45.19,94.07,Australia,47.43
Interpreter,Manufacturing,Decreasing,High,126127.87,PhD,12,2024,7943,20.57,56.18,Germany,37.2
Musician,Retail,Decreasing,High,128356.6,Master’s Degree,15,8390,7925,34.15,97.25,USA,37.8
Colour technologist,Healthcare,Decreasing,High,66382.68,PhD,20,2968,7361,53.9,92.67,Australia,39.48
"Scientist, research (maths)",Healthcare,Increasing,Low,103223.51,High School,7,9911,4686,31.64,10.36,Germany,65.48
"Engineer, maintenance (IT)",Retail,Increasing,High,53956.14,PhD,4,5686,938,79.21,66.26,Brazil,64.29
Commercial/residential surveyor,Transportation,Decreasing,High,35080.18,PhD,10,9313,8772,39.79,7.62,China,29.35
Microbiologist,Manufacturing,Decreasing,Moderate,76159.21,High School,9,5138,8465,88.76,70.89,Canada,45.74
IT technical support officer,Entertainment,Decreasing,Moderate,43672.72,Master’s Degree,20,1496,2985,10.25,56.84,Germany,41.26
Naval architect,Transportation,Decreasing,Moderate,42614.84,Master’s Degree,12,7919,3845,30.55,48.98,China,78.02
Pensions consultant,Transportation,Decreasing,Moderate,134436.51,PhD,9,4265,4953,89.6,12.91,Canada,77.66
Leisure centre manager,Transportation,Decreasing,Moderate,140256.91,Master’s Degree,5,1139,9162,56.99,44.38,India,74.67
Mental health nurse,Finance,Increasing,Moderate,68312.32,PhD,5,6829,3570,70.37,67.76,USA,30.64
Gaffer,Healthcare,Decreasing,Moderate,42619.14,High School,2,2853,4499,11.56,2.91,UK,34.3
Early years teacher,Education,Increasing,Low,64252.37,Associate Degree,5,905,9935,0.76,53.72,Germany,33.36
Community education officer,Transportation,Increasing,Low,83780.78,Associate Degree,12,8394,6767,76.42,19.04,Brazil,22.96
"Psychologist, clinical",Finance,Increasing,Moderate,52083.43,High School,16,1285,792,82.1,85.69,India,74.19
Gaffer,Entertainment,Decreasing,Low,36992.11,Master’s Degree,9,5863,4671,36.58,74.71,USA,79.22
Environmental manager,Entertainment,Increasing,Low,35648.08,Master’s Degree,10,5224,8647,61.0,98.88,Canada,34.63
Water quality scientist,Entertainment,Increasing,High,42036.23,Bachelor’s Degree,11,6058,1735,61.27,6.42,India,63.43
"Horticulturist, commercial",Finance,Decreasing,High,135256.82,Bachelor’s Degree,11,6241,1540,28.27,99.97,China,73.32
Special educational needs teacher,Education,Decreasing,Moderate,37128.85,Master’s Degree,3,3985,8145,72.33,93.35,Australia,28.18
Make,Transportation,Increasing,High,33835.37,Associate Degree,3,7633,4686,76.79,60.13,UK,78.07
Recycling officer,Manufacturing,Decreasing,High,40791.86,Master’s Degree,15,8780,320,49.81,61.08,Germany,43.83
"Scientist, research (medical)",IT,Decreasing,High,83679.58,Bachelor’s Degree,10,3645,1426,7.57,76.45,China,56.07
Broadcast presenter,Healthcare,Increasing,Low,61367.82,Master’s Degree,13,5355,9108,55.1,37.83,UK,62.27
Television floor manager,Finance,Decreasing,Low,48794.48,High School,15,6317,7182,65.98,2.59,Canada,32.85
Air broker,Retail,Increasing,Moderate,137433.67,PhD,13,7157,5396,41.68,26.06,India,59.22
Retail manager,IT,Increasing,Moderate,96249.93,Associate Degree,0,7482,3040,74.89,70.03,Brazil,79.53
"Designer, multimedia",Transportation,Decreasing,Low,117915.1,PhD,16,6303,7716,46.32,52.24,Germany,56.99
Psychiatric nurse,Transportation,Decreasing,High,97502.55,High School,9,6331,5847,81.72,42.57,Canada,39.36
"Engineer, civil (contracting)",Education,Decreasing,Low,89743.81,High School,19,931,6117,22.54,26.58,India,55.23
Dietitian,Entertainment,Increasing,Low,84424.75,Bachelor’s Degree,17,4300,4199,82.84,55.36,Australia,69.78
"Copywriter, advertising",Finance,Decreasing,Moderate,107276.91,Bachelor’s Degree,3,2721,4862,41.15,88.95,Germany,71.93
"Surveyor, building control",IT,Decreasing,Moderate,100943.78,Associate Degree,17,4455,1265,12.63,42.14,Brazil,50.61
Building surveyor,Finance,Decreasing,Moderate,139275.2,Associate Degree,7,5338,4723,15.98,59.18,Canada,50.16
Theatre director,Entertainment,Decreasing,Moderate,64189.44,Master’s Degree,7,675,4778,20.58,4.62,India,46.05
"Producer, television/film/video",Entertainment,Increasing,Low,131310.9,PhD,2,1543,5284,32.72,65.28,UK,37.86
"Scientist, product/process development",Healthcare,Decreasing,Low,92675.83,Bachelor’s Degree,11,9998,4426,16.78,94.19,Canada,21.92
Travel agency manager,Finance,Increasing,High,77537.06,High School,1,9777,8432,14.86,31.47,Australia,73.64
Freight forwarder,Manufacturing,Increasing,High,37626.52,PhD,0,4451,4438,42.74,67.49,China,40.99
Geophysical data processor,Entertainment,Decreasing,Low,87871.19,Associate Degree,14,826,3742,67.97,31.74,Australia,33.21
Occupational hygienist,Transportation,Increasing,High,108427.41,High School,8,373,7652,85.03,56.4,Germany,74.39
"Restaurant manager, fast food",IT,Increasing,Moderate,130903.23,High School,16,2138,1450,6.97,70.22,Germany,48.24
Counsellor,Transportation,Decreasing,Low,44669.15,Bachelor’s Degree,13,5434,4442,11.53,88.34,Australia,63.22
Visual merchandiser,Transportation,Decreasing,High,100476.1,Associate Degree,6,6597,3199,32.3,23.32,USA,51.44
Advertising account executive,Transportation,Increasing,Moderate,38282.34,PhD,8,1449,6422,31.16,40.05,UK,38.86
Holiday representative,Retail,Decreasing,Low,81876.13,Associate Degree,4,7423,4668,37.03,61.17,USA,34.86
Occupational hygienist,Entertainment,Decreasing,High,122657.62,PhD,20,7025,5065,97.18,92.83,Germany,60.82
Medical sales representative,Retail,Increasing,Low,127218.01,PhD,10,6616,3912,37.63,63.98,Canada,28.6
"Restaurant manager, fast food",Healthcare,Increasing,High,52569.66,Master’s Degree,14,7135,5569,75.46,42.05,USA,54.87
"Civil engineer, consulting",Retail,Decreasing,Low,89673.66,Associate Degree,5,9239,2446,22.54,99.66,UK,38.4
Child psychotherapist,Education,Decreasing,High,59525.8,PhD,19,8581,5506,59.09,73.16,USA,58.86
Theme park manager,Education,Decreasing,High,98046.0,Bachelor’s Degree,5,418,7678,8.96,55.23,China,50.3
Cartographer,Manufacturing,Decreasing,High,68502.45,PhD,8,9124,702,80.39,30.19,Brazil,32.02
Armed forces technical officer,Healthcare,Decreasing,Moderate,137858.89,PhD,3,9417,6691,66.27,36.35,Germany,58.64
Museum/gallery curator,Healthcare,Increasing,Moderate,43244.33,Master’s Degree,4,5863,1013,23.72,68.74,China,42.3
Retail banker,Finance,Decreasing,Low,137237.81,PhD,9,9235,5508,16.97,79.92,USA,61.11
Science writer,Finance,Decreasing,High,138328.9,Associate Degree,13,9816,8256,4.15,96.99,UK,44.75
"Merchandiser, retail",Manufacturing,Decreasing,High,101382.04,Master’s Degree,13,1834,877,1.12,61.35,China,47.48
Environmental education officer,IT,Decreasing,High,122928.6,Bachelor’s Degree,5,3624,3693,77.3,28.63,Germany,69.14
Charity officer,Retail,Increasing,Low,113080.51,High School,10,5061,7331,11.03,13.26,China,54.09
"Therapist, music",IT,Decreasing,Moderate,80604.11,High School,4,4414,5278,54.29,15.62,USA,23.17
Building services engineer,IT,Increasing,Low,126931.04,Bachelor’s Degree,14,1931,4241,60.92,48.96,Canada,67.28
"Embryologist, clinical",Manufacturing,Decreasing,Moderate,86668.35,Associate Degree,6,7761,8010,47.71,18.44,Canada,79.3
Rural practice surveyor,Education,Decreasing,High,34936.93,Bachelor’s Degree,17,514,1937,48.54,60.91,Canada,63.05
Records manager,Entertainment,Increasing,Moderate,49511.47,Bachelor’s Degree,5,4860,3476,19.3,17.37,USA,35.32
Interior and spatial designer,Retail,Increasing,Low,135803.55,PhD,5,4389,681,47.15,46.96,USA,66.16
Hydrogeologist,Finance,Increasing,High,60170.13,High School,20,3311,9134,47.61,44.49,Australia,37.29
Print production planner,Entertainment,Decreasing,Moderate,56707.08,Bachelor’s Degree,0,5753,4370,54.85,95.91,UK,64.96
Theme park manager,IT,Decreasing,Low,62353.11,Associate Degree,17,7254,7515,38.84,96.14,UK,33.74
Mechanical engineer,Retail,Increasing,Moderate,124642.63,Associate Degree,20,4133,9386,0.29,46.47,Brazil,29.26
Network engineer,IT,Increasing,Moderate,39944.78,PhD,0,4099,7555,10.76,47.9,Germany,20.42
Gaffer,Entertainment,Decreasing,High,73508.24,High School,1,6483,7695,22.98,6.98,UK,68.95
"Teacher, English as a foreign language",Finance,Increasing,Moderate,127135.89,High School,15,1880,6981,61.55,96.26,India,22.3
"Journalist, newspaper",IT,Increasing,High,91064.61,Associate Degree,12,911,2102,32.76,66.94,Brazil,37.11
"Administrator, local government",Manufacturing,Decreasing,Low,139053.33,Bachelor’s Degree,16,4659,3457,19.49,31.46,Germany,26.2
Industrial buyer,Healthcare,Increasing,Low,62589.01,High School,17,6666,5532,18.79,44.4,India,59.69
"Surveyor, insurance",IT,Decreasing,Moderate,98066.53,Associate Degree,20,182,4719,67.37,65.44,China,27.88
"Engineer, site",Retail,Decreasing,Low,81995.75,Associate Degree,16,3828,7424,31.54,33.67,Canada,65.72
Clinical research associate,Entertainment,Increasing,Low,99637.98,Master’s Degree,0,2731,8787,46.95,26.31,Brazil,63.89
Air cabin crew,IT,Increasing,Moderate,80676.1,Master’s Degree,16,7417,7356,91.38,34.19,Australia,35.43
"Biochemist, clinical",IT,Increasing,Low,121208.18,High School,20,9381,8078,78.77,27.21,China,20.98
Government social research officer,Retail,Decreasing,High,116888.71,Associate Degree,2,9416,8415,75.97,88.32,India,40.22
Lexicographer,Manufacturing,Decreasing,Low,57370.58,High School,4,3126,5754,54.27,47.34,China,65.03
Academic librarian,Transportation,Decreasing,High,80476.78,Master’s Degree,17,1682,4927,75.52,88.62,Germany,20.95
Financial controller,Entertainment,Decreasing,High,74139.8,PhD,4,6792,3765,24.13,3.69,USA,23.81
Patent examiner,IT,Increasing,High,37641.27,PhD,5,1536,4086,32.95,23.45,China,40.98
Armed forces operational officer,Manufacturing,Decreasing,Low,76031.47,PhD,17,3599,601,21.59,67.97,Australia,71.63
Orthoptist,Transportation,Decreasing,High,89791.28,PhD,10,4878,761,3.62,39.93,China,32.28
Production engineer,Entertainment,Increasing,Low,117782.71,Master’s Degree,1,5660,8550,69.44,55.16,USA,25.46
"Geologist, engineering",Retail,Increasing,Low,95960.97,Master’s Degree,14,9502,4893,39.28,58.14,China,24.15
Telecommunications researcher,Education,Increasing,Low,35739.14,Master’s Degree,18,1143,276,68.72,2.32,Germany,76.0
"Psychologist, sport and exercise",Retail,Decreasing,Low,92300.39,PhD,17,8746,2533,59.8,68.36,Canada,40.06
Air cabin crew,IT,Decreasing,Low,67114.43,Associate Degree,3,6320,8631,8.68,15.61,China,25.55
Energy engineer,Finance,Increasing,High,107289.34,Master’s Degree,10,5242,6650,1.59,67.19,USA,31.16
Rural practice surveyor,Healthcare,Decreasing,Moderate,67028.7,Associate Degree,7,9616,3552,5.84,19.29,USA,72.9
"Journalist, newspaper",Healthcare,Decreasing,High,101822.34,Master’s Degree,9,2067,9605,93.76,32.41,Germany,72.66
"Engineer, communications",Retail,Decreasing,Moderate,91209.67,Bachelor’s Degree,6,9753,6798,3.39,16.68,Canada,23.79
Equities trader,Education,Increasing,High,55771.81,Associate Degree,14,8273,7587,9.4,34.02,India,69.77
Furniture designer,IT,Increasing,Low,108560.33,High School,3,8271,7497,28.95,92.45,Canada,39.45
Museum/gallery exhibitions officer,Education,Decreasing,High,72464.41,Associate Degree,7,5495,8489,93.45,85.59,Australia,79.84
Mechanical engineer,Healthcare,Increasing,Low,138759.92,PhD,13,3840,4012,22.79,52.27,UK,36.34
Dance movement psychotherapist,IT,Decreasing,Moderate,115902.25,Associate Degree,18,1743,7767,6.75,24.14,China,26.7
"Administrator, arts",Healthcare,Increasing,High,145682.77,Bachelor’s Degree,19,2377,5623,15.93,82.84,USA,25.44
"Nurse, mental health",Entertainment,Decreasing,Low,82796.64,Master’s Degree,3,6051,279,38.59,82.09,UK,23.44
Armed forces technical officer,Transportation,Decreasing,High,79824.56,Master’s Degree,1,6291,2173,54.96,65.65,Australia,50.99
Commercial art gallery manager,IT,Decreasing,Low,53543.46,Associate Degree,8,8256,5495,36.04,5.56,USA,29.14
Dancer,Entertainment,Decreasing,Moderate,139380.9,Bachelor’s Degree,11,7527,3691,90.03,17.52,UK,25.27
Occupational hygienist,Transportation,Decreasing,Moderate,50896.74,Bachelor’s Degree,19,5961,6680,61.64,13.8,Germany,66.32
Insurance underwriter,Transportation,Increasing,Low,87034.48,PhD,11,5451,3012,64.55,22.54,Australia,56.39
Software engineer,Manufacturing,Increasing,Low,139263.87,PhD,0,9520,6842,83.93,44.39,China,21.03
Airline pilot,IT,Increasing,High,86237.18,Master’s Degree,16,8904,5083,49.01,95.41,Germany,65.34
Personnel officer,Transportation,Decreasing,High,33155.59,Bachelor’s Degree,3,2281,8995,31.82,80.35,Australia,48.9
Chief Executive Officer,Retail,Increasing,High,100705.07,Bachelor’s Degree,12,269,9256,65.51,19.59,Germany,40.7
Insurance broker,Healthcare,Decreasing,High,142790.11,PhD,11,6593,6420,50.51,12.93,Brazil,31.85
Agricultural consultant,IT,Increasing,High,110105.15,Master’s Degree,12,9063,7813,79.97,2.04,Germany,39.46
"Pilot, airline",Retail,Decreasing,Low,135095.72,Bachelor’s Degree,7,7519,3909,72.4,49.37,Brazil,40.32
"Engineer, technical sales",Retail,Increasing,Moderate,84704.64,Master’s Degree,20,5399,9497,78.98,25.09,India,70.18
Quality manager,Retail,Decreasing,High,53300.04,Bachelor’s Degree,18,2320,6399,84.77,51.84,UK,29.03
Materials engineer,Retail,Increasing,Moderate,132161.43,Master’s Degree,18,324,8471,39.45,65.21,Australia,34.24
Estate manager/land agent,Healthcare,Increasing,High,56917.46,Associate Degree,0,7799,1741,22.9,28.51,Australia,50.68
Insurance underwriter,Manufacturing,Decreasing,Moderate,97251.91,Bachelor’s Degree,16,2674,9553,9.52,84.28,UK,29.08
"Surveyor, planning and development",Manufacturing,Decreasing,High,138226.85,Associate Degree,19,8011,3803,49.17,14.86,India,50.18
Lobbyist,IT,Decreasing,Low,38784.3,Bachelor’s Degree,12,8818,8444,13.68,72.8,Australia,36.33
"Restaurant manager, fast food",Retail,Decreasing,High,37212.76,Master’s Degree,13,4416,803,56.97,5.02,Germany,58.2
Phytotherapist,Finance,Increasing,Low,51307.88,Associate Degree,12,9469,5604,47.57,86.17,Australia,62.93
Community arts worker,Healthcare,Decreasing,High,121648.68,PhD,11,4235,1148,80.78,16.14,Australia,37.57
"Engineer, mining",IT,Increasing,Low,114426.87,Master’s Degree,3,1518,684,97.16,46.59,USA,30.56
Herbalist,Transportation,Decreasing,High,136362.99,Master’s Degree,17,4549,8173,14.64,67.08,Australia,62.04
Pension scheme manager,Healthcare,Decreasing,Low,118766.72,PhD,13,5565,9263,3.22,89.8,Australia,50.28
Banker,Finance,Increasing,Moderate,58362.76,Associate Degree,1,8282,5205,75.25,15.16,China,27.46
"Designer, multimedia",Finance,Decreasing,High,120212.75,High School,7,4592,4040,10.31,60.09,USA,24.4
"Education officer, museum",Manufacturing,Decreasing,High,35499.87,Bachelor’s Degree,8,7436,4207,79.26,44.8,Germany,42.1
Sports development officer,Retail,Increasing,Moderate,93464.33,PhD,18,3950,7933,7.89,56.0,USA,30.53
Geochemist,Finance,Increasing,Low,76758.54,Associate Degree,20,1119,9932,35.12,20.13,UK,51.72
Education administrator,Entertainment,Decreasing,Moderate,131012.1,PhD,17,9356,2945,54.84,86.21,UK,36.01
"Development worker, international aid",Finance,Increasing,Low,111514.33,PhD,5,3931,6162,76.93,66.18,USA,30.71
Legal executive,Finance,Decreasing,Low,110218.15,High School,10,1469,4685,96.68,44.88,USA,44.75
"Nurse, mental health",Education,Increasing,High,36506.26,Associate Degree,11,9501,9974,64.26,97.89,Germany,32.5
Seismic interpreter,IT,Decreasing,Moderate,117286.24,Master’s Degree,8,9960,9599,9.14,35.16,UK,66.49
Trade union research officer,IT,Decreasing,Low,108512.3,High School,0,4304,4068,92.97,66.94,Canada,37.76
Oceanographer,Education,Decreasing,Low,98993.33,Master’s Degree,1,8401,9174,32.92,65.4,Australia,65.81
"Engineer, aeronautical",IT,Increasing,Moderate,124196.25,PhD,19,4283,4451,12.04,74.69,UK,60.23
Astronomer,Finance,Decreasing,High,60143.49,PhD,17,5220,4511,48.98,17.71,Brazil,63.62
Hotel manager,Entertainment,Increasing,Moderate,67149.55,High School,17,9794,5394,30.22,86.88,China,37.34
"Accountant, chartered management",Education,Decreasing,Low,72172.06,Associate Degree,18,6096,7937,31.8,61.56,UK,76.14
Geographical information systems officer,Transportation,Decreasing,Low,66309.98,Master’s Degree,3,3001,8899,32.03,88.12,Brazil,75.78
Medical physicist,Finance,Decreasing,High,118424.68,Associate Degree,1,3413,1530,52.35,82.21,Germany,49.9
"Designer, furniture",Manufacturing,Increasing,Moderate,57579.95,PhD,2,5795,302,52.88,19.21,Australia,40.74
Licensed conveyancer,Entertainment,Increasing,Moderate,135639.21,PhD,4,7157,4407,79.96,18.98,USA,48.82
"Engineer, control and instrumentation",Finance,Decreasing,High,113876.11,Associate Degree,15,5610,7970,29.92,47.46,Australia,60.75
Horticultural therapist,Entertainment,Decreasing,High,65217.19,Master’s Degree,19,2906,809,46.52,92.13,Canada,44.95
Chief Technology Officer,Finance,Increasing,Moderate,138148.27,Bachelor’s Degree,17,4903,6837,62.2,52.67,Brazil,57.21
Facilities manager,Transportation,Decreasing,Moderate,95296.63,Master’s Degree,16,5878,4184,39.31,88.24,Brazil,53.16
Stage manager,Finance,Increasing,Moderate,54596.97,High School,4,1153,3954,65.17,33.81,China,31.01
"Designer, blown glass/stained glass",IT,Increasing,Moderate,122555.61,Bachelor’s Degree,13,4933,7376,11.63,61.0,China,77.24
"Horticulturist, commercial",Entertainment,Decreasing,Moderate,46887.87,Master’s Degree,8,825,2151,68.47,90.57,Australia,65.23
Pensions consultant,Manufacturing,Increasing,High,63052.65,PhD,10,3564,2127,90.44,8.59,Brazil,26.09
Research scientist (life sciences),Entertainment,Increasing,Low,141642.87,PhD,7,306,6071,95.27,5.85,Germany,70.89
Administrator,Manufacturing,Increasing,Moderate,31813.38,Associate Degree,12,3734,8722,33.6,83.37,Brazil,57.07
Arts development officer,IT,Increasing,Moderate,85221.48,Master’s Degree,5,5708,9914,74.97,99.11,Australia,70.17
Medical secretary,Entertainment,Increasing,Moderate,47164.74,PhD,15,363,4034,26.49,8.35,India,40.82
Environmental education officer,Transportation,Decreasing,Low,120841.89,PhD,11,3476,5764,14.26,41.81,USA,69.07
"Surveyor, land/geomatics",Manufacturing,Decreasing,Low,114966.4,High School,19,3004,8344,64.82,89.74,Australia,23.05
Geographical information systems officer,Finance,Decreasing,Moderate,43953.92,Associate Degree,15,2483,4384,83.88,32.23,Canada,25.22
Special educational needs teacher,Manufacturing,Decreasing,Low,99410.34,Associate Degree,13,367,2104,3.41,41.87,Germany,40.12
"Engineer, site",Healthcare,Increasing,Low,33874.29,High School,9,9377,1570,69.2,26.05,Australia,24.75
Mining engineer,Transportation,Decreasing,Moderate,36732.39,Master’s Degree,18,1335,4522,52.4,92.88,USA,25.67
General practice doctor,Education,Decreasing,Low,94934.22,Bachelor’s Degree,7,8351,2027,77.79,13.57,Australia,30.7
"Accountant, chartered public finance",Healthcare,Increasing,High,145448.61,Bachelor’s Degree,6,2954,202,58.55,64.01,Canada,70.37
"Research officer, trade union",IT,Increasing,Moderate,104428.16,Bachelor’s Degree,1,9224,4430,75.91,51.96,China,22.93
Cartographer,Healthcare,Decreasing,High,109326.28,High School,5,8334,1290,60.68,79.52,UK,32.59
Warehouse manager,Finance,Increasing,Low,59576.98,Bachelor’s Degree,2,6724,5555,64.61,86.08,Germany,54.05
"Administrator, education",Education,Increasing,Moderate,38728.33,High School,7,1015,5708,97.63,74.6,India,56.55
Accounting technician,Transportation,Decreasing,High,112393.5,Associate Degree,19,7902,2745,69.45,2.7,Brazil,59.77
"Sales professional, IT",Healthcare,Decreasing,Low,68014.54,Bachelor’s Degree,18,1953,2549,88.12,38.43,Canada,54.35
Learning disability nurse,Transportation,Increasing,High,121662.35,Associate Degree,4,886,3854,62.7,70.95,USA,33.73
"Programme researcher, broadcasting/film/video",IT,Increasing,High,46651.82,High School,14,1963,7885,13.79,9.64,Australia,33.19
Fine artist,Education,Increasing,Low,126519.29,PhD,3,7491,7510,92.02,65.9,China,37.06
Immunologist,Transportation,Increasing,Low,87486.89,Master’s Degree,5,9939,6117,84.5,98.64,Australia,35.07
Exercise physiologist,Finance,Decreasing,Low,59357.76,Bachelor’s Degree,13,2947,6268,72.02,26.59,Australia,76.95
Copy,Entertainment,Decreasing,High,93756.56,Associate Degree,8,8474,9892,33.37,98.36,Canada,51.99
Colour technologist,Transportation,Decreasing,Low,111133.78,Bachelor’s Degree,9,4519,2045,82.38,72.57,USA,29.41
Geochemist,Healthcare,Increasing,High,35926.98,Associate Degree,12,6449,906,83.1,88.0,UK,77.16
IT consultant,IT,Increasing,Moderate,96046.37,Bachelor’s Degree,15,2832,1485,1.6,0.59,USA,32.15
Psychiatric nurse,Education,Decreasing,Low,48723.83,High School,15,4495,352,30.46,25.01,Australia,21.68
Recruitment consultant,Finance,Increasing,High,71414.94,High School,2,6393,8347,84.78,80.31,Canada,51.21
"Conservation officer, historic buildings",Healthcare,Decreasing,Moderate,98929.04,Associate Degree,3,8873,8547,94.02,71.66,USA,39.11
Graphic designer,Transportation,Decreasing,Low,44598.3,PhD,19,6101,1271,99.72,40.51,UK,51.5
Community education officer,IT,Increasing,Low,136052.12,Associate Degree,17,4079,5504,18.02,60.9,India,29.62
Newspaper journalist,Healthcare,Decreasing,Low,123717.13,PhD,19,3668,8852,48.85,37.24,Australia,53.32
Minerals surveyor,Entertainment,Increasing,Low,103756.18,PhD,13,6160,8770,3.22,97.28,UK,21.2
Secondary school teacher,Transportation,Decreasing,Low,64464.03,High School,14,6668,6635,33.13,31.42,Australia,36.48
Geophysical data processor,Finance,Increasing,High,39849.98,Bachelor’s Degree,10,7935,9475,42.67,7.24,USA,72.96
Commercial art gallery manager,Transportation,Decreasing,Low,41825.31,Associate Degree,9,8080,9177,45.05,64.58,Germany,48.77
Agricultural consultant,Education,Increasing,Low,83892.71,Associate Degree,3,6461,3501,44.08,53.13,Canada,73.88
Clinical embryologist,Education,Increasing,Moderate,48770.6,Bachelor’s Degree,3,2152,2083,6.6,28.92,Brazil,60.44
"Engineer, materials",Healthcare,Decreasing,Moderate,122787.83,PhD,6,7896,3722,54.49,29.96,USA,59.91
"Horticulturist, commercial",IT,Increasing,Low,64237.42,Associate Degree,9,7789,5354,93.79,76.44,Brazil,75.38
Risk analyst,Healthcare,Decreasing,Moderate,122296.73,PhD,0,9315,7901,36.94,96.65,India,42.35
Lexicographer,Manufacturing,Decreasing,High,101574.49,Bachelor’s Degree,17,901,6295,90.31,18.85,Canada,66.54
Environmental manager,Entertainment,Increasing,Low,138857.77,Associate Degree,4,3999,3000,41.06,97.56,UK,69.88
Information officer,Healthcare,Increasing,High,36645.66,Master’s Degree,5,7190,8162,41.3,25.27,Australia,54.83
Fine artist,Finance,Decreasing,Low,144136.82,PhD,15,4404,8078,78.87,94.06,Brazil,55.94
Clinical biochemist,Transportation,Decreasing,High,129787.67,Master’s Degree,20,2039,5735,67.66,41.64,Australia,58.42
"Engineer, technical sales",Manufacturing,Decreasing,Moderate,64382.72,PhD,6,4067,9654,43.31,56.67,Germany,25.74
IT trainer,IT,Decreasing,Moderate,147205.71,Master’s Degree,12,1852,2740,86.62,96.65,Australia,76.78
Colour technologist,IT,Decreasing,Moderate,133534.57,Associate Degree,11,337,6444,51.93,60.0,Brazil,53.83
Probation officer,Healthcare,Increasing,Low,79864.78,High School,3,8356,1270,94.22,16.25,Brazil,28.44
Tour manager,Manufacturing,Decreasing,Moderate,84213.73,High School,3,7807,7626,62.76,86.92,India,24.54
"Runner, broadcasting/film/video",Transportation,Decreasing,Moderate,147380.69,Bachelor’s Degree,20,3084,3205,86.84,11.83,USA,70.06
Housing manager/officer,Entertainment,Increasing,Moderate,70279.9,Bachelor’s Degree,0,1673,6132,84.9,30.96,Germany,49.84
Clinical embryologist,Retail,Decreasing,Moderate,102823.08,Master’s Degree,15,7069,735,86.33,40.63,India,49.13
Magazine features editor,Manufacturing,Decreasing,High,67340.33,Bachelor’s Degree,17,3400,6966,26.12,43.93,Brazil,74.48
Aid worker,Retail,Increasing,Moderate,144042.57,Master’s Degree,14,9068,5128,37.21,88.76,Canada,66.6
Water quality scientist,Transportation,Decreasing,Moderate,139572.37,Bachelor’s Degree,17,4112,2358,4.45,54.76,India,25.53
Product manager,Manufacturing,Decreasing,High,40389.96,Bachelor’s Degree,11,6586,8488,49.3,20.93,Canada,21.25
Animal technologist,Education,Decreasing,Low,40557.14,Bachelor’s Degree,10,6045,9674,68.91,54.55,India,68.06
Broadcast journalist,Healthcare,Increasing,High,82439.15,Master’s Degree,14,5566,5576,52.51,66.2,Brazil,21.28
Lexicographer,Healthcare,Increasing,Moderate,58658.58,Bachelor’s Degree,7,6579,5532,75.62,8.61,USA,55.99
Press photographer,IT,Increasing,Low,45281.7,Associate Degree,12,3802,7512,98.38,6.26,China,32.86
Equality and diversity officer,Transportation,Increasing,Moderate,35722.34,Bachelor’s Degree,0,4249,3055,66.48,3.62,Australia,39.1
General practice doctor,Entertainment,Increasing,Low,128363.4,High School,12,4027,8427,18.66,76.14,UK,38.38
Academic librarian,Education,Decreasing,Low,89477.43,High School,11,1433,8367,86.18,51.16,Germany,22.32
Bookseller,Manufacturing,Decreasing,Moderate,70759.25,High School,18,3494,637,78.3,26.96,Brazil,36.77
Economist,Entertainment,Increasing,Moderate,98554.6,PhD,19,3050,7559,4.26,27.22,Canada,41.09
Electronics engineer,Manufacturing,Increasing,Low,105456.89,Master’s Degree,18,3903,4778,88.19,81.25,USA,73.6
Museum/gallery exhibitions officer,Retail,Decreasing,Low,120091.35,Bachelor’s Degree,15,8618,4492,42.61,37.66,India,33.3
Health service manager,IT,Increasing,Moderate,81924.75,PhD,19,3543,8369,24.4,27.65,India,79.01
"Buyer, retail",Retail,Decreasing,Low,76110.66,High School,15,7829,8227,49.34,41.36,Germany,45.02
"Surveyor, building control",IT,Decreasing,High,144906.12,High School,9,2540,6040,99.48,85.78,Brazil,65.73
"Teacher, special educational needs",Entertainment,Decreasing,Low,55909.36,Associate Degree,3,6428,259,2.12,5.75,Brazil,54.07
"Administrator, arts",Transportation,Decreasing,High,88555.51,Master’s Degree,0,5676,6925,30.58,22.32,Australia,77.75
Personal assistant,Transportation,Increasing,Moderate,94032.9,High School,16,5854,8588,98.86,63.66,UK,79.34
"Solicitor, Scotland",Transportation,Increasing,Moderate,104148.31,PhD,20,5228,5024,14.01,11.88,Germany,62.78
Medical illustrator,Finance,Increasing,High,69585.38,Bachelor’s Degree,11,3992,7594,59.79,74.52,UK,77.01
Telecommunications researcher,Manufacturing,Increasing,Moderate,72955.85,Master’s Degree,11,4119,209,0.07,40.54,China,43.09
Health promotion specialist,Retail,Increasing,High,52756.34,PhD,15,3442,3024,89.59,3.05,China,29.52
Industrial buyer,Education,Decreasing,Moderate,59264.67,Associate Degree,13,5798,7720,50.11,83.15,Canada,53.56
"Surveyor, planning and development",Finance,Decreasing,High,139936.66,Bachelor’s Degree,14,5047,8303,52.9,37.76,USA,67.9
Trade union research officer,Transportation,Increasing,High,146017.5,Associate Degree,11,243,1367,27.49,80.74,Brazil,28.07
Chief Executive Officer,Manufacturing,Decreasing,Moderate,34438.03,Bachelor’s Degree,18,2504,4637,6.5,54.27,Canada,55.07
Medical sales representative,Finance,Increasing,Moderate,79000.15,Associate Degree,13,9347,6623,55.74,79.09,China,47.5
"Designer, furniture",Retail,Increasing,High,33213.95,PhD,6,8665,7035,75.1,90.76,Brazil,33.83
Art therapist,Transportation,Increasing,Moderate,106695.3,High School,5,702,2765,66.62,53.52,India,52.18
Brewing technologist,Healthcare,Decreasing,Moderate,81418.74,Associate Degree,4,8240,9276,57.34,23.94,Brazil,61.74
"Designer, exhibition/display",Manufacturing,Decreasing,Low,37292.7,Associate Degree,5,1388,6195,0.81,43.82,USA,64.22
IT consultant,Entertainment,Decreasing,High,103053.71,Master’s Degree,7,440,8518,23.22,59.56,USA,55.32
"Administrator, arts",Entertainment,Decreasing,Low,86103.3,PhD,11,512,7482,4.04,45.77,Canada,44.31
Senior tax professional/tax inspector,Retail,Decreasing,High,61542.09,High School,11,3952,2346,76.03,34.05,Canada,46.25
"Psychologist, occupational",Education,Decreasing,Moderate,34606.0,Associate Degree,9,6146,9506,57.45,93.35,Australia,23.91
Translator,Transportation,Increasing,Moderate,130167.0,High School,10,9148,5781,37.26,7.5,USA,70.68
Chartered certified accountant,Finance,Increasing,High,136971.34,Associate Degree,11,7948,6404,73.85,7.64,India,50.79
"Engineer, water",Healthcare,Decreasing,High,91471.4,High School,1,9427,9134,18.73,31.42,USA,51.34
Early years teacher,Education,Decreasing,High,74064.83,Master’s Degree,5,1762,7443,3.63,46.61,China,59.2
Actor,Entertainment,Increasing,Moderate,148281.68,PhD,20,220,9460,13.32,83.59,Australia,33.83
Wellsite geologist,Manufacturing,Decreasing,Moderate,67156.49,High School,2,4019,121,4.69,14.54,Brazil,26.09
Water quality scientist,IT,Increasing,High,131088.36,Bachelor’s Degree,4,1941,920,11.42,43.35,Brazil,68.35
Special educational needs teacher,IT,Decreasing,Moderate,63380.31,PhD,7,366,8711,53.68,27.92,Germany,39.18
Air traffic controller,Retail,Decreasing,Moderate,89907.32,Master’s Degree,1,656,1180,1.49,42.93,Brazil,71.21
Retail merchandiser,Entertainment,Decreasing,Moderate,126359.09,Associate Degree,4,2387,2710,17.98,60.32,China,48.65
"Psychologist, educational",Transportation,Decreasing,Low,85326.31,PhD,15,1439,5745,46.44,93.17,Germany,29.27
Arts development officer,Retail,Increasing,High,51963.63,Bachelor’s Degree,4,1081,7480,68.24,68.86,Australia,36.48
Sports coach,Manufacturing,Decreasing,Low,139561.32,Bachelor’s Degree,8,4511,9072,93.75,21.97,USA,54.38
Police officer,Healthcare,Decreasing,Moderate,115739.78,PhD,14,270,5251,89.15,23.04,Australia,20.2
Further education lecturer,Retail,Decreasing,Moderate,110419.56,High School,13,8202,5793,16.18,51.89,Brazil,64.78
Operations geologist,Transportation,Increasing,High,123337.87,Associate Degree,2,8583,7030,2.36,64.3,Australia,34.85
Horticultural consultant,Healthcare,Increasing,Moderate,50218.62,Associate Degree,18,7131,6594,30.98,78.78,Brazil,54.78
Financial adviser,Retail,Decreasing,High,127134.17,Master’s Degree,0,8193,6948,72.14,85.08,Canada,31.52
Fitness centre manager,Transportation,Decreasing,High,131108.97,Bachelor’s Degree,8,1256,7599,23.46,87.27,Germany,37.24
Solicitor,Healthcare,Increasing,Low,147213.48,Master’s Degree,15,1874,9721,98.86,28.36,Canada,34.53
Merchant navy officer,Education,Decreasing,Moderate,133253.65,High School,5,1601,552,49.99,75.92,India,37.27
Counselling psychologist,Transportation,Decreasing,High,104771.8,High School,9,4347,9558,36.99,38.2,UK,76.92
Trade union research officer,IT,Decreasing,Moderate,140722.06,Associate Degree,7,9398,3861,88.34,77.31,UK,57.06
Field seismologist,Education,Increasing,Moderate,41245.67,High School,9,4925,9992,44.53,70.77,Brazil,41.17
Ship broker,Entertainment,Decreasing,High,87241.01,Bachelor’s Degree,19,5934,2345,23.26,85.92,Canada,39.48
Heritage manager,Education,Decreasing,Low,94628.48,Associate Degree,5,236,4354,60.67,59.13,Canada,44.54
"Exhibitions officer, museum/gallery",Finance,Increasing,Low,134909.24,High School,4,6004,4826,36.36,67.16,Germany,44.75
"Surveyor, rural practice",Retail,Decreasing,Low,127448.76,Master’s Degree,20,3428,3554,23.7,66.27,India,67.05
Early years teacher,Entertainment,Decreasing,High,118561.77,Associate Degree,16,5927,3213,43.18,71.34,China,78.76
"Investment banker, operational",IT,Decreasing,Low,135383.41,Bachelor’s Degree,3,6169,4893,48.18,47.38,India,50.1
Insurance broker,IT,Increasing,Moderate,122549.59,Bachelor’s Degree,11,6739,103,84.42,25.61,Australia,57.76
Waste management officer,Finance,Decreasing,Low,124052.63,Bachelor’s Degree,6,5800,7372,97.07,80.45,India,47.68
"Therapist, speech and language",Manufacturing,Increasing,High,31010.2,Bachelor’s Degree,5,2952,3686,1.1,81.06,China,27.8
"Engineer, aeronautical",Healthcare,Decreasing,High,109291.82,High School,20,4530,8558,71.4,52.31,China,69.23
"Engineer, control and instrumentation",Transportation,Increasing,Low,76226.55,Associate Degree,18,9243,8767,96.21,69.71,Canada,25.52
Chartered loss adjuster,Healthcare,Increasing,Moderate,97881.99,Bachelor’s Degree,10,4842,9461,55.35,52.9,India,60.9
Radiation protection practitioner,Transportation,Decreasing,Moderate,40398.19,Bachelor’s Degree,20,1448,4317,58.54,88.34,China,76.85
Sales executive,Entertainment,Increasing,Low,63987.12,Associate Degree,16,3360,9111,23.77,10.57,Germany,66.3
Commercial/residential surveyor,Healthcare,Decreasing,Moderate,47133.42,PhD,18,5964,9593,49.2,78.33,Germany,37.86
Waste management officer,Manufacturing,Increasing,Moderate,61264.41,PhD,19,1365,5862,77.59,53.0,USA,37.33
Nutritional therapist,Retail,Increasing,Low,73217.08,High School,9,9174,4323,27.7,82.94,Germany,35.92
Call centre manager,Transportation,Decreasing,Low,130854.64,PhD,16,1452,5639,13.01,21.7,Brazil,27.29
Firefighter,Retail,Increasing,Low,147503.66,PhD,2,5794,6726,54.62,45.6,India,49.43
"Research officer, political party",Transportation,Decreasing,Low,128731.75,PhD,19,625,3724,92.3,98.92,Australia,67.83
Fashion designer,Retail,Decreasing,High,99119.11,Associate Degree,11,8889,8179,23.08,93.05,UK,53.35
Museum/gallery curator,Retail,Increasing,Moderate,145680.75,Bachelor’s Degree,16,3608,4299,10.35,7.09,Canada,48.94
Youth worker,Education,Increasing,Moderate,56930.92,PhD,12,1374,571,32.92,20.2,UK,54.18
Barrister,IT,Increasing,Low,42622.29,Bachelor’s Degree,13,6865,8950,93.56,26.82,Germany,50.34
Cabin crew,IT,Increasing,Moderate,60076.56,PhD,19,123,1314,37.37,87.05,China,21.65
Banker,Retail,Increasing,Moderate,53964.74,High School,0,4325,2916,41.63,51.14,India,47.46
"Psychotherapist, child",Transportation,Decreasing,Low,136738.14,PhD,15,208,5408,90.18,49.81,Australia,72.6
Chief Strategy Officer,Finance,Decreasing,High,142587.08,PhD,16,459,852,17.77,58.71,UK,39.48
Insurance risk surveyor,Manufacturing,Decreasing,Low,147468.07,Associate Degree,12,2810,3708,63.1,34.61,Germany,42.56
Lobbyist,Entertainment,Decreasing,Moderate,70979.86,Bachelor’s Degree,19,8355,182,77.14,9.39,Australia,27.99
"Clinical scientist, histocompatibility and immunogenetics",Transportation,Decreasing,Moderate,61321.59,High School,16,9098,9287,12.63,68.69,China,75.4
Science writer,Transportation,Increasing,Low,86904.76,Bachelor’s Degree,2,9996,4367,46.59,40.27,UK,53.96
Actor,Finance,Increasing,Low,124011.81,Master’s Degree,20,5614,1857,14.45,69.58,Canada,64.66
Learning disability nurse,IT,Decreasing,Moderate,92426.21,Associate Degree,16,6184,2074,87.14,30.47,Brazil,65.44
Health visitor,Finance,Decreasing,High,109504.15,High School,19,1700,2668,46.2,27.38,Canada,46.59
"Producer, radio",IT,Decreasing,Low,109556.58,Associate Degree,10,8534,246,13.07,66.81,China,34.75
Diagnostic radiographer,Retail,Decreasing,Moderate,139625.24,Master’s Degree,1,3170,3235,70.77,10.38,Australia,76.07
"Scientist, research (medical)",Healthcare,Decreasing,High,48910.55,Master’s Degree,16,9560,3440,25.87,59.29,Australia,60.18
Landscape architect,Transportation,Decreasing,Moderate,101302.7,Associate Degree,0,7090,7074,15.79,67.78,Canada,65.42
"Restaurant manager, fast food",IT,Decreasing,High,36506.37,Associate Degree,19,3883,9439,10.01,59.48,India,42.54
Applications developer,Education,Decreasing,Moderate,131740.97,High School,13,3238,939,19.46,15.14,Australia,76.05
Camera operator,Education,Increasing,Low,139604.76,Master’s Degree,10,4889,6477,29.4,3.62,Brazil,43.25
Warehouse manager,Transportation,Decreasing,Low,77466.1,Bachelor’s Degree,2,5989,7994,41.73,33.49,Germany,55.52
Pathologist,Retail,Decreasing,Moderate,131357.24,High School,12,2753,7402,27.01,80.23,UK,61.77
Marine scientist,IT,Decreasing,Low,58368.88,High School,2,7297,4001,62.73,70.45,USA,47.19
Office manager,Transportation,Increasing,Low,89392.31,High School,15,3132,9282,1.8,63.45,USA,21.63
Professor Emeritus,Manufacturing,Increasing,Low,146678.26,Bachelor’s Degree,8,927,8307,41.24,96.2,Brazil,29.19
"Surveyor, insurance",Entertainment,Decreasing,Low,75987.59,High School,4,2805,5804,17.4,65.66,Germany,76.38
Manufacturing engineer,Entertainment,Decreasing,Low,31038.28,Master’s Degree,12,7655,4548,9.01,75.42,USA,71.64
Paramedic,Finance,Decreasing,High,53167.19,Associate Degree,18,7471,3160,92.26,78.76,USA,27.87
"Education officer, community",Education,Increasing,High,62050.56,PhD,13,1957,9754,80.41,98.08,India,24.42
Medical illustrator,Healthcare,Increasing,Low,36750.17,Master’s Degree,0,662,9369,38.22,82.59,India,47.66
"Engineer, aeronautical",Transportation,Increasing,Moderate,33753.7,Bachelor’s Degree,18,4393,233,80.04,94.96,Brazil,79.52
Accommodation manager,Healthcare,Increasing,Low,87253.96,PhD,5,9875,3587,39.45,44.67,Canada,60.14
Pathologist,Manufacturing,Increasing,Low,121008.37,Bachelor’s Degree,1,7462,8306,60.57,34.7,Brazil,70.52
Research scientist (life sciences),Retail,Decreasing,Low,85938.26,Master’s Degree,6,9576,2149,91.28,63.16,USA,49.74
Advertising copywriter,Transportation,Decreasing,Low,97545.15,PhD,17,7113,3276,51.17,34.82,India,38.09
Heritage manager,Healthcare,Increasing,Moderate,96982.62,High School,19,9422,5491,2.79,49.15,Australia,41.55
IT consultant,Manufacturing,Decreasing,High,110925.71,Associate Degree,17,6494,6944,58.97,11.34,China,50.43
Chartered loss adjuster,IT,Decreasing,Low,128540.41,PhD,18,2341,9548,84.95,98.11,USA,54.83
Brewing technologist,Transportation,Increasing,High,88170.6,Bachelor’s Degree,9,5596,3171,41.13,69.98,UK,20.95
Toxicologist,Transportation,Decreasing,High,108610.02,Bachelor’s Degree,9,3853,562,16.64,90.67,USA,73.49
"Doctor, general practice",Transportation,Decreasing,Moderate,94603.85,Bachelor’s Degree,6,6524,6782,38.24,29.72,Germany,42.65
Electrical engineer,Retail,Decreasing,High,116466.79,PhD,20,4257,846,40.55,39.94,China,41.5
Consulting civil engineer,Healthcare,Increasing,Low,82084.06,High School,1,3288,2904,30.78,28.14,USA,39.93
Seismic interpreter,Education,Increasing,Moderate,67354.93,Bachelor’s Degree,12,5006,2346,73.51,96.08,Australia,72.91
Merchant navy officer,IT,Increasing,Low,103561.07,Bachelor’s Degree,20,2268,429,47.65,56.13,Australia,61.67
"Engineer, technical sales",Manufacturing,Increasing,Low,39256.38,High School,5,5604,798,20.16,68.79,USA,52.7
Air broker,Retail,Decreasing,Low,40180.46,Bachelor’s Degree,11,1940,1735,33.46,40.41,India,61.92
"Journalist, broadcasting",Healthcare,Increasing,High,60480.11,Master’s Degree,0,1224,2684,48.83,15.11,UK,79.7
Licensed conveyancer,Entertainment,Decreasing,Moderate,50266.98,High School,17,3815,5394,24.36,70.32,UK,29.23
Veterinary surgeon,Transportation,Decreasing,Moderate,86052.24,High School,2,2445,5402,78.87,54.52,Australia,68.47
Television production assistant,Healthcare,Decreasing,Moderate,121024.54,PhD,19,2966,1677,12.25,30.62,UK,30.6
Customer service manager,Retail,Decreasing,High,108695.74,Master’s Degree,13,5307,8383,29.96,86.71,China,30.22
"Engineer, water",Healthcare,Increasing,Low,76672.0,Bachelor’s Degree,17,7133,7960,40.57,7.25,China,42.37
Soil scientist,Retail,Decreasing,High,44430.63,Associate Degree,20,6244,9421,28.45,11.78,Brazil,24.87
Chemical engineer,Retail,Decreasing,Moderate,54782.83,Associate Degree,12,6805,310,35.46,91.08,Brazil,28.01
Geochemist,Education,Increasing,Moderate,52065.5,PhD,2,7822,2615,19.53,64.42,Canada,62.99
Interpreter,Entertainment,Increasing,High,112358.04,Bachelor’s Degree,1,5371,6406,29.92,43.28,Australia,50.8
Adult guidance worker,Healthcare,Decreasing,High,133885.45,Bachelor’s Degree,20,1255,9956,8.35,26.84,Australia,33.2
Geophysical data processor,IT,Decreasing,High,92007.95,High School,6,7433,154,18.52,84.09,Canada,73.09
Agricultural consultant,Retail,Decreasing,Low,148952.78,Bachelor’s Degree,11,5913,4460,1.92,2.07,Brazil,32.42
Sales promotion account executive,IT,Decreasing,Low,118208.72,Master’s Degree,19,8132,5892,1.82,29.61,UK,21.2
Textile designer,Manufacturing,Decreasing,Moderate,96812.7,Associate Degree,16,7610,831,52.65,57.26,UK,79.86
Field trials officer,Retail,Decreasing,High,120550.02,Bachelor’s Degree,17,3406,1589,96.85,6.25,USA,65.11
Travel agency manager,Finance,Increasing,High,104185.04,Associate Degree,2,4638,922,42.21,83.62,Canada,39.48
"Psychotherapist, dance movement",Finance,Decreasing,Low,56391.63,High School,12,8092,3779,58.2,22.72,Australia,53.44
Immigration officer,Transportation,Decreasing,Low,106002.37,Bachelor’s Degree,5,2202,3367,83.64,19.5,China,47.27
Hydrologist,Finance,Increasing,Low,81635.71,PhD,14,1441,4148,48.74,34.73,China,33.46
Osteopath,IT,Decreasing,High,110956.26,Associate Degree,12,2402,7318,10.47,76.17,UK,67.3
Product manager,Entertainment,Decreasing,High,57504.7,Associate Degree,14,6623,9616,22.7,55.36,Brazil,40.83
Osteopath,Transportation,Decreasing,Moderate,95885.76,PhD,2,5249,9943,51.37,11.79,USA,40.53
Sport and exercise psychologist,Entertainment,Increasing,Moderate,51432.04,PhD,18,9692,5657,22.2,25.28,Canada,23.85
Claims inspector/assessor,Healthcare,Increasing,High,134725.96,PhD,18,5640,2238,91.0,99.23,Germany,48.37
"Merchandiser, retail",Transportation,Decreasing,High,122057.84,Associate Degree,8,6318,321,75.46,50.58,China,58.97
Information officer,Retail,Decreasing,High,86625.89,PhD,5,8684,1608,38.68,46.44,Australia,78.67
Charity officer,Manufacturing,Decreasing,Moderate,122225.23,Associate Degree,6,7516,8620,59.67,1.28,Australia,51.92
Tax adviser,Transportation,Increasing,High,98079.16,Master’s Degree,14,799,5174,81.13,67.3,UK,41.21
"Engineer, maintenance",Transportation,Decreasing,High,108476.41,Master’s Degree,18,499,2543,23.32,89.33,Australia,55.43
"Surveyor, insurance",Education,Decreasing,High,76486.2,High School,4,8745,9636,80.45,31.85,Australia,28.77
"Engineer, energy",Manufacturing,Decreasing,High,40257.88,Associate Degree,1,1121,3748,81.67,11.32,Canada,62.06
Probation officer,Entertainment,Increasing,High,66224.95,Bachelor’s Degree,3,1564,8112,92.91,6.28,Australia,31.28
Theme park manager,Manufacturing,Decreasing,High,125688.09,PhD,17,9994,2796,17.52,78.96,Canada,50.76
Paramedic,Transportation,Decreasing,High,72479.65,PhD,16,6386,583,86.19,97.18,India,74.06
Banker,Education,Increasing,High,108224.57,PhD,6,2843,7275,55.13,32.83,China,73.69
Health visitor,Education,Increasing,Low,127493.94,Associate Degree,20,9990,794,69.27,38.64,India,36.29
Adult guidance worker,Entertainment,Decreasing,Low,117495.68,PhD,4,8830,5935,92.75,36.99,Canada,33.92
"Programmer, applications",Transportation,Decreasing,High,62215.23,Associate Degree,7,2803,479,98.06,9.01,UK,30.7
"Surveyor, building control",Entertainment,Decreasing,High,54958.29,Bachelor’s Degree,10,3240,4629,72.94,99.24,China,63.12
Advice worker,Retail,Decreasing,High,131515.17,PhD,1,5945,3014,98.78,82.51,Canada,53.99
Sport and exercise psychologist,Entertainment,Decreasing,High,141936.86,PhD,2,1208,7758,66.4,76.42,Canada,60.1
"Clinical scientist, histocompatibility and immunogenetics",Manufacturing,Decreasing,Moderate,91713.21,High School,20,899,1895,99.23,44.57,USA,70.47
Child psychotherapist,IT,Increasing,Moderate,139874.4,Bachelor’s Degree,1,1586,5302,54.35,58.38,Brazil,54.44
Quarry manager,IT,Decreasing,Moderate,78889.47,PhD,6,6505,4301,10.62,92.09,UK,63.57
Dispensing optician,Retail,Decreasing,Moderate,120778.8,High School,13,7547,2315,25.31,60.87,Germany,21.34
"Nurse, mental health",IT,Increasing,High,31197.92,High School,10,4833,9488,66.15,45.79,Australia,31.18
Biomedical engineer,Education,Decreasing,Low,79382.24,Master’s Degree,13,9028,4879,40.91,32.23,Germany,41.97
Games developer,Entertainment,Increasing,Low,115534.58,High School,18,8268,3676,55.69,24.76,Brazil,70.48
Sports development officer,Manufacturing,Decreasing,High,124492.13,Bachelor’s Degree,4,5400,1014,3.98,9.65,Brazil,58.86
Set designer,Entertainment,Increasing,High,66593.55,PhD,4,1447,9552,75.32,73.11,China,69.12
Chartered certified accountant,Healthcare,Increasing,High,77921.57,Associate Degree,8,4567,6356,84.09,34.02,China,23.39
Veterinary surgeon,Entertainment,Increasing,Low,54807.59,Associate Degree,7,3896,3991,28.26,2.18,Australia,59.52
Forest/woodland manager,Transportation,Decreasing,Moderate,136916.0,Associate Degree,10,4748,342,29.23,27.99,India,29.4
Travel agency manager,Finance,Increasing,High,72854.5,Associate Degree,13,5258,2649,2.21,36.14,Canada,75.1
Metallurgist,Healthcare,Decreasing,Low,139646.36,High School,12,4797,7086,13.7,86.19,Brazil,60.34
Television floor manager,Healthcare,Increasing,Moderate,141106.74,Bachelor’s Degree,11,698,805,83.72,79.55,USA,38.32
Warden/ranger,Entertainment,Increasing,Moderate,145521.7,Bachelor’s Degree,18,8839,5534,89.52,16.14,India,32.13
"Administrator, sports",Manufacturing,Decreasing,High,64531.78,Associate Degree,0,6374,4125,44.23,60.45,Canada,61.84
Therapeutic radiographer,Finance,Increasing,Low,84067.18,High School,13,1684,7361,98.57,8.87,India,43.84
Private music teacher,Retail,Increasing,High,109919.61,Bachelor’s Degree,13,9666,2910,69.91,54.61,Canada,44.6
Herpetologist,Retail,Increasing,Moderate,83422.39,High School,18,8079,7215,71.99,33.19,USA,32.35
Chief Strategy Officer,Entertainment,Increasing,Low,77784.78,Associate Degree,3,4191,762,42.82,36.11,USA,43.8
Barrister,Entertainment,Increasing,Moderate,112677.18,Associate Degree,8,8871,9419,40.24,80.8,Brazil,28.68
"Nurse, learning disability",Education,Decreasing,Low,48419.89,Associate Degree,17,7314,5516,24.99,54.28,Australia,66.87
Civil Service administrator,Healthcare,Increasing,Low,45616.59,Master’s Degree,8,8827,9829,94.29,15.45,USA,49.45
Educational psychologist,Entertainment,Increasing,Low,54158.89,Master’s Degree,11,3365,1426,76.22,6.45,Canada,48.51
"Horticulturist, commercial",Manufacturing,Decreasing,High,87926.35,Bachelor’s Degree,9,5023,9685,19.15,59.8,USA,74.77
Counselling psychologist,IT,Decreasing,Moderate,91191.13,Bachelor’s Degree,12,9657,3415,35.33,10.62,Germany,61.34
Scientific laboratory technician,Transportation,Decreasing,Moderate,117667.67,High School,17,7932,5699,69.73,50.55,Germany,70.34
"Geologist, engineering",Manufacturing,Increasing,Low,88674.26,Associate Degree,5,3273,8456,61.66,25.34,USA,64.72
Early years teacher,Manufacturing,Decreasing,Moderate,140348.09,Master’s Degree,9,6586,4357,5.42,71.84,Brazil,44.57
"Nurse, adult",IT,Decreasing,Low,107414.83,High School,15,982,2510,4.36,24.59,Brazil,40.25
Tour manager,Education,Decreasing,Low,140559.86,Master’s Degree,6,8497,3610,57.71,55.71,China,29.92
Psychiatrist,Manufacturing,Increasing,Low,132148.55,Bachelor’s Degree,9,9289,295,16.41,68.2,Brazil,35.48
"Engineer, civil (consulting)",Transportation,Decreasing,Low,137113.29,Bachelor’s Degree,9,9903,703,1.78,77.19,Canada,43.49
"Copywriter, advertising",Education,Increasing,Low,135946.45,PhD,17,4355,4057,52.74,57.75,UK,75.14
Scientific laboratory technician,Education,Increasing,High,107003.95,Bachelor’s Degree,18,7594,6363,22.77,50.74,Canada,73.57
"Presenter, broadcasting",Transportation,Increasing,Low,86557.59,Bachelor’s Degree,12,1566,2593,58.13,72.27,Australia,74.04
Make,Healthcare,Increasing,High,44749.12,Associate Degree,16,6216,9280,77.32,96.43,USA,62.43
Visual merchandiser,Entertainment,Increasing,Moderate,146998.97,Bachelor’s Degree,1,4596,6983,15.42,30.07,Germany,25.38
Musician,Education,Increasing,Low,56700.9,Bachelor’s Degree,4,6979,2879,23.77,33.39,Australia,68.31
Dispensing optician,Manufacturing,Decreasing,Low,113375.2,PhD,11,1586,401,77.8,19.67,India,24.36
"Pharmacist, hospital",Healthcare,Decreasing,Low,63253.75,Master’s Degree,19,8052,4222,20.32,7.45,China,42.05
Visual merchandiser,Retail,Decreasing,Low,105726.75,Associate Degree,1,7071,9592,1.8,17.32,UK,72.6
Set designer,Education,Increasing,High,75634.62,Associate Degree,7,5476,2844,9.59,17.27,Brazil,73.2
Financial controller,Education,Decreasing,High,97451.99,High School,10,3039,6257,62.19,84.47,India,38.3
Counselling psychologist,Finance,Increasing,High,137343.8,PhD,6,6754,2970,43.74,27.38,Brazil,70.61
Insurance account manager,Finance,Increasing,High,91755.98,PhD,7,5972,1995,91.61,96.98,China,28.21
Geophysicist/field seismologist,Entertainment,Increasing,High,95979.59,PhD,11,9629,6332,51.12,19.87,UK,32.15
Television production assistant,Transportation,Increasing,High,52031.51,High School,5,7860,4451,12.09,70.18,Brazil,68.18
Banker,Healthcare,Decreasing,High,64134.41,PhD,13,5130,8775,48.88,64.49,India,67.27
Advertising account executive,Entertainment,Decreasing,Low,119558.7,Master’s Degree,3,8674,4163,0.33,36.53,Australia,28.36
Structural engineer,Manufacturing,Decreasing,Moderate,108781.72,PhD,13,5544,703,56.36,91.12,Canada,71.96
"Investment banker, corporate",Healthcare,Decreasing,Moderate,32034.95,Master’s Degree,9,5772,5306,59.38,45.16,Canada,45.8
Sports administrator,Entertainment,Decreasing,Moderate,97558.95,Bachelor’s Degree,17,8604,7553,26.06,42.28,UK,56.18
Software engineer,Healthcare,Decreasing,Low,133675.03,Associate Degree,3,1925,1955,7.75,4.01,USA,30.3
Insurance risk surveyor,Manufacturing,Increasing,High,71535.11,Bachelor’s Degree,8,3762,1427,14.09,39.89,Germany,47.89
Press photographer,IT,Increasing,High,121977.71,High School,17,2120,6591,75.64,59.77,Germany,66.17
Architect,Finance,Decreasing,Low,57530.23,Bachelor’s Degree,0,2060,5799,79.99,1.1,Germany,46.42
"Engineer, structural",Entertainment,Increasing,Moderate,40449.2,Bachelor’s Degree,12,2360,2194,83.82,83.83,Australia,56.4
Forensic psychologist,Transportation,Decreasing,Low,147378.85,PhD,5,8879,9985,87.75,84.39,India,32.7
Hydrographic surveyor,Retail,Increasing,Moderate,77037.77,Associate Degree,15,9193,1255,62.28,33.01,Australia,53.24
"Librarian, academic",Finance,Increasing,Moderate,52967.51,Bachelor’s Degree,7,9310,3359,45.49,58.95,India,37.32
Actor,Education,Decreasing,Low,136946.28,Bachelor’s Degree,0,3736,8525,38.47,49.51,Germany,35.07
Maintenance engineer,Transportation,Increasing,Low,105668.39,High School,0,8277,4126,71.83,78.62,UK,78.55
"Administrator, sports",Education,Increasing,Low,96526.43,High School,1,8989,6024,33.47,58.39,Australia,29.75
Farm manager,Healthcare,Increasing,Low,77313.29,High School,20,4244,4920,17.85,6.34,USA,47.34
Herpetologist,Finance,Increasing,Moderate,78549.49,Master’s Degree,10,1819,5311,67.62,98.8,Germany,40.49
Paediatric nurse,IT,Increasing,High,85117.07,Master’s Degree,19,8838,7327,55.67,17.91,Australia,56.57
Hospital doctor,Retail,Increasing,Moderate,118101.03,PhD,13,7325,364,60.27,6.68,USA,42.07
Multimedia programmer,Transportation,Decreasing,High,72357.31,Master’s Degree,13,9174,5850,18.0,90.32,Brazil,32.32
"Radiographer, diagnostic",Finance,Increasing,High,106267.9,Associate Degree,1,4772,3117,67.82,24.81,UK,42.96
Management consultant,Education,Increasing,Low,144766.83,Bachelor’s Degree,15,9723,3332,30.85,26.81,USA,50.66
"Editor, film/video",Manufacturing,Increasing,High,85600.34,Bachelor’s Degree,20,1435,2628,79.2,69.56,India,58.18
Ambulance person,Retail,Decreasing,Moderate,91824.32,Associate Degree,16,6926,3960,22.96,38.78,India,74.09
"Engineer, agricultural",Manufacturing,Increasing,Low,89170.01,Associate Degree,6,6174,2085,10.77,38.53,India,77.66
Armed forces technical officer,Retail,Increasing,Low,118764.29,High School,17,7469,8243,21.44,55.44,Brazil,74.55
Marketing executive,Education,Increasing,High,129412.84,Associate Degree,18,3874,2874,88.97,59.6,Germany,49.13
Dispensing optician,Healthcare,Increasing,Moderate,89665.73,Bachelor’s Degree,4,6106,6814,77.65,25.42,Canada,51.12
Naval architect,Transportation,Increasing,Moderate,93424.34,PhD,6,2869,4455,58.52,85.5,Brazil,63.99
Toxicologist,IT,Increasing,High,148090.94,Associate Degree,16,9207,3103,71.67,17.13,India,72.5
Systems developer,Education,Decreasing,Moderate,58701.58,PhD,6,9431,4831,94.44,98.68,UK,31.1
Environmental manager,Retail,Increasing,Low,134511.82,PhD,17,5931,9755,67.13,75.31,India,51.01
Regulatory affairs officer,Transportation,Increasing,Low,121034.18,PhD,20,8491,4865,92.98,91.96,China,33.2
Theatre manager,Education,Decreasing,Moderate,41889.02,PhD,0,819,874,20.01,62.04,Brazil,74.52
"Doctor, general practice",Education,Increasing,Low,74475.78,High School,5,6891,1010,47.23,82.6,UK,39.47
"Programmer, systems",Healthcare,Decreasing,Moderate,41560.98,Master’s Degree,19,6616,5865,70.67,22.2,Brazil,72.04
Learning disability nurse,Finance,Increasing,Moderate,55428.48,Associate Degree,10,4876,778,86.71,86.61,China,24.82
"Pilot, airline",Manufacturing,Decreasing,Low,115618.78,Associate Degree,8,4577,1303,80.58,85.29,China,65.65
"Surveyor, planning and development",IT,Decreasing,Low,73039.67,PhD,10,5537,8215,75.4,43.05,China,53.87
Insurance claims handler,Education,Decreasing,High,63416.98,PhD,15,6371,2968,6.34,7.63,Germany,76.65
Retail merchandiser,Finance,Increasing,Moderate,73591.14,High School,13,5554,4457,72.38,60.18,Germany,50.82
"Therapist, nutritional",Healthcare,Increasing,Moderate,88412.74,Associate Degree,20,5228,1787,8.77,47.18,India,68.42
"Production assistant, television",Transportation,Decreasing,Moderate,108782.88,PhD,9,4087,8053,24.86,87.59,China,28.89
Financial trader,Transportation,Increasing,High,119493.07,Associate Degree,11,2576,5263,80.28,27.79,Australia,59.67
Pension scheme manager,Retail,Decreasing,Moderate,142241.43,PhD,7,3800,9182,57.23,55.35,China,29.39
Illustrator,Entertainment,Decreasing,High,81939.13,PhD,16,9698,6985,43.36,4.55,Australia,27.96
Medical illustrator,Manufacturing,Increasing,High,87750.08,Master’s Degree,19,2767,5120,82.82,78.81,Australia,68.55
Armed forces training and education officer,Education,Decreasing,High,114696.95,Associate Degree,18,2816,592,4.83,41.14,Canada,26.5
"Engineer, civil (consulting)",Transportation,Decreasing,High,97170.88,Associate Degree,20,3923,1815,6.92,81.13,UK,40.69
"Conservator, furniture",Healthcare,Increasing,Moderate,107087.86,Master’s Degree,6,8222,8700,69.34,97.77,Brazil,26.13
"Merchandiser, retail",Retail,Decreasing,Low,82530.22,Associate Degree,2,2149,4976,95.64,46.14,Canada,69.31
"Teacher, early years/pre",Entertainment,Increasing,Moderate,107497.91,High School,9,7216,4509,98.23,80.3,Canada,53.56
"Embryologist, clinical",Healthcare,Increasing,Moderate,137231.72,Bachelor’s Degree,7,3572,3631,25.12,16.14,Brazil,77.94
Social worker,Transportation,Increasing,Moderate,104287.21,Bachelor’s Degree,13,7349,7587,67.04,67.01,Australia,67.74
Town planner,Education,Decreasing,Moderate,101170.8,High School,17,1787,3030,5.23,42.53,China,75.02
Local government officer,IT,Increasing,High,61016.01,High School,20,9453,937,3.09,99.5,India,66.2
Chief Technology Officer,Education,Increasing,High,137826.53,High School,4,6972,3042,68.63,93.3,Germany,36.46
Public librarian,Entertainment,Increasing,Low,141922.89,Bachelor’s Degree,17,7772,5846,97.91,94.3,Australia,56.78
Chartered loss adjuster,Transportation,Decreasing,High,82393.84,Associate Degree,18,2385,1318,88.04,42.64,USA,70.06
"Scientist, product/process development",Entertainment,Decreasing,Moderate,64335.3,Associate Degree,9,8600,3405,42.15,54.72,UK,27.04
"Engineer, site",Entertainment,Decreasing,Moderate,52891.3,PhD,17,1425,8499,71.39,8.17,UK,37.95
"Engineer, chemical",Finance,Decreasing,Moderate,148107.93,PhD,9,2490,609,31.21,42.66,China,51.76
Museum/gallery exhibitions officer,IT,Increasing,Low,125809.85,PhD,9,9510,1763,36.51,24.38,USA,21.6
"Lecturer, higher education",Transportation,Decreasing,Moderate,31231.17,PhD,3,5676,9323,71.23,41.58,India,22.71
"Loss adjuster, chartered",Manufacturing,Increasing,High,60424.73,Bachelor’s Degree,14,6588,7587,36.73,0.89,Canada,64.72
Architectural technologist,Retail,Increasing,Low,128011.72,Master’s Degree,1,9211,5548,49.26,43.6,India,29.78
Animal technologist,Education,Decreasing,High,92560.35,High School,0,6140,5234,98.57,62.72,Brazil,60.1
Bookseller,Transportation,Increasing,Moderate,77458.82,Master’s Degree,5,5145,8343,5.98,72.28,India,21.24
"Restaurant manager, fast food",Education,Decreasing,Low,124547.0,Master’s Degree,10,2302,5266,44.41,79.5,Brazil,55.83
"Engineer, civil (consulting)",IT,Decreasing,High,55648.28,High School,16,4146,6302,3.4,49.06,UK,41.35
Physiological scientist,Transportation,Decreasing,Moderate,69012.44,PhD,8,2583,6750,49.58,56.37,Brazil,74.32
"Conservator, museum/gallery",Entertainment,Increasing,High,81679.41,High School,20,1749,1842,26.31,12.23,USA,78.39
Ecologist,Transportation,Increasing,Low,38582.74,PhD,8,482,5183,88.56,55.12,China,34.04
Physiotherapist,IT,Decreasing,High,78834.87,High School,7,3085,8682,7.58,62.73,Brazil,57.88
Web designer,Manufacturing,Increasing,High,120774.44,Associate Degree,1,8699,5850,85.79,60.57,Australia,22.37
Training and development officer,Education,Increasing,Moderate,89965.84,Master’s Degree,17,7253,8188,66.47,88.0,Brazil,54.46
Agricultural engineer,Finance,Decreasing,Low,66932.44,High School,5,2050,161,18.49,16.68,China,28.72
"Surveyor, insurance",IT,Decreasing,High,109543.3,PhD,19,2060,5394,59.21,96.88,India,37.1
Housing manager/officer,IT,Decreasing,Moderate,55364.1,High School,4,7276,5748,15.67,65.24,USA,38.0
Charity officer,Transportation,Decreasing,Low,40524.47,Bachelor’s Degree,16,8333,7783,66.59,7.14,UK,70.7
"Teacher, early years/pre",Education,Increasing,High,83968.25,Associate Degree,0,1766,3191,62.93,38.46,Brazil,66.05
Technical sales engineer,Entertainment,Increasing,High,109425.29,Associate Degree,3,8914,2183,33.95,8.85,UK,44.02
Orthoptist,Healthcare,Increasing,Low,64345.89,Bachelor’s Degree,20,2443,5958,32.4,38.91,Australia,29.08
Copy,Finance,Increasing,High,56786.63,Bachelor’s Degree,10,9821,4106,8.73,34.6,Canada,25.61
"Engineer, site",Education,Increasing,Moderate,115142.2,Associate Degree,1,7204,8163,52.22,31.31,India,37.07
Public house manager,Retail,Decreasing,High,80942.74,Master’s Degree,4,6417,2788,27.08,29.58,India,62.43
"Surveyor, mining",Manufacturing,Decreasing,Low,133468.27,High School,6,4798,2009,98.68,52.45,China,45.26
"Journalist, newspaper",Retail,Decreasing,Low,119542.38,Associate Degree,10,1332,9735,95.45,41.01,China,43.57
Biomedical engineer,Retail,Decreasing,High,131767.21,Associate Degree,10,8287,1662,8.46,33.5,UK,33.72
Exercise physiologist,IT,Decreasing,Low,97194.14,Bachelor’s Degree,2,2098,9511,69.03,20.24,Germany,56.31
Manufacturing engineer,Retail,Increasing,Low,141138.23,High School,12,4377,7887,80.28,95.54,UK,22.68
"Civil engineer, contracting",Entertainment,Increasing,Low,75156.74,Bachelor’s Degree,8,9741,3497,64.49,54.88,USA,33.4
Mental health nurse,Healthcare,Increasing,Moderate,51175.5,PhD,18,2142,8312,16.96,78.36,UK,71.85
Market researcher,Finance,Increasing,High,31860.36,PhD,17,2272,4598,19.08,90.29,China,25.12
"Engineer, communications",Finance,Increasing,Low,101581.94,Bachelor’s Degree,20,6016,4709,26.07,33.92,Australia,27.78
Ranger/warden,Transportation,Increasing,High,82926.66,Master’s Degree,14,8773,8315,94.64,45.21,Brazil,68.7
Contractor,Manufacturing,Increasing,High,62942.13,Associate Degree,10,6350,9720,71.02,64.05,Brazil,26.08
Professor Emeritus,Finance,Decreasing,Moderate,46165.62,Master’s Degree,9,8456,5384,2.35,94.83,UK,70.63
International aid/development worker,Manufacturing,Decreasing,High,41771.23,Master’s Degree,12,8847,3689,52.77,35.1,Brazil,58.21
Financial adviser,Education,Increasing,Low,38878.05,Bachelor’s Degree,7,9059,4976,84.25,81.42,Canada,47.81
"Production designer, theatre/television/film",Retail,Increasing,High,91850.07,Master’s Degree,4,8574,3141,68.14,80.01,UK,73.15
Public relations account executive,Transportation,Increasing,High,141685.18,Associate Degree,6,2820,3948,13.54,34.13,Australia,39.48
"Administrator, Civil Service",Education,Increasing,Moderate,94020.62,High School,12,4252,2809,33.6,66.53,Canada,49.98
Manufacturing systems engineer,Manufacturing,Increasing,Moderate,103661.88,PhD,3,8645,2311,17.76,21.83,Canada,28.82
Hydrogeologist,Healthcare,Decreasing,High,116046.19,Associate Degree,11,2713,3283,96.21,4.27,China,41.49
Graphic designer,IT,Decreasing,Low,123768.81,Master’s Degree,5,1689,8347,17.63,94.47,Canada,26.14
Retail manager,Manufacturing,Decreasing,Moderate,30003.41,High School,14,8051,2309,3.41,67.85,UK,46.89
Haematologist,Retail,Decreasing,High,131241.17,Master’s Degree,10,9925,6353,0.56,19.87,India,61.31
Leisure centre manager,Healthcare,Decreasing,High,149805.14,High School,13,8142,4494,59.9,61.19,Canada,53.91
Garment/textile technologist,Education,Increasing,High,117221.32,High School,17,542,720,73.64,65.1,India,26.72
Health and safety adviser,Finance,Increasing,Moderate,60211.43,Master’s Degree,9,9700,7351,45.33,8.57,Brazil,21.93
"Optician, dispensing",Healthcare,Increasing,High,31767.97,Bachelor’s Degree,0,3429,5110,69.3,14.52,Australia,57.86
"Programme researcher, broadcasting/film/video",Healthcare,Increasing,High,57451.0,PhD,5,3425,4873,24.43,88.77,India,52.21
Land,Healthcare,Decreasing,Moderate,109784.96,Associate Degree,19,7682,6229,49.18,76.55,USA,50.09
Ambulance person,Retail,Decreasing,Low,39356.44,Bachelor’s Degree,18,5299,1330,2.53,31.18,Germany,62.45
Media buyer,Transportation,Increasing,High,85498.99,Bachelor’s Degree,9,906,7959,60.98,40.37,India,43.67
Outdoor activities/education manager,Entertainment,Increasing,Low,125161.43,Bachelor’s Degree,15,3361,3377,19.29,53.47,China,29.47
"Surveyor, commercial/residential",Manufacturing,Decreasing,Moderate,62956.0,Bachelor’s Degree,2,1718,5080,69.92,28.82,USA,46.55
Dentist,Healthcare,Increasing,High,46978.29,Associate Degree,16,9509,9012,88.7,29.58,Australia,78.57
"Physicist, medical",Finance,Decreasing,High,56076.63,High School,19,8590,9199,87.62,8.22,USA,48.89
Catering manager,Transportation,Increasing,Low,45779.49,Bachelor’s Degree,9,2383,8007,63.37,3.16,Germany,42.97
Recycling officer,Education,Decreasing,Moderate,147965.4,Bachelor’s Degree,2,8846,2750,59.48,68.34,Australia,68.1
Public relations officer,Healthcare,Increasing,Moderate,98843.5,PhD,3,6479,9613,59.9,26.84,India,60.9
"Engineer, site",Retail,Decreasing,Moderate,85573.09,PhD,19,2420,776,90.36,83.85,USA,38.16
Advertising account planner,Retail,Increasing,Low,69912.25,Bachelor’s Degree,12,2681,4726,68.42,6.56,Canada,72.37
"Therapist, drama",Retail,Increasing,Moderate,112716.29,Bachelor’s Degree,5,1254,363,18.85,18.83,USA,75.06
"Conservator, museum/gallery",Entertainment,Increasing,Moderate,90733.86,Bachelor’s Degree,5,5446,276,34.31,76.55,Germany,76.4
Youth worker,Finance,Increasing,High,45301.53,Associate Degree,17,782,9364,5.64,42.74,China,75.7
Technical brewer,Education,Decreasing,High,138692.96,High School,18,9730,1426,79.05,77.28,Brazil,48.96
Television/film/video producer,Education,Increasing,Moderate,81786.61,Master’s Degree,10,6214,3028,19.36,21.45,Australia,58.8
Cytogeneticist,Finance,Decreasing,Moderate,48454.92,High School,14,4526,2042,38.11,84.19,China,34.76
Data scientist,Entertainment,Decreasing,Moderate,83395.23,High School,7,1229,9736,56.68,43.34,Canada,67.06
Learning mentor,Healthcare,Decreasing,Low,38744.61,High School,0,8914,3164,77.43,98.75,Germany,21.33
Museum/gallery exhibitions officer,Transportation,Increasing,Moderate,139124.78,High School,1,7514,222,45.48,97.34,Australia,70.99
Economist,Entertainment,Decreasing,Moderate,109545.75,Master’s Degree,8,1275,9596,2.56,51.72,Canada,62.43
"Editor, magazine features",Manufacturing,Decreasing,Moderate,100323.69,Associate Degree,11,261,1402,71.37,38.52,UK,36.82
"Designer, blown glass/stained glass",IT,Increasing,Low,129218.29,Associate Degree,16,2316,1893,43.33,63.37,China,51.94
Medical illustrator,IT,Increasing,Low,61198.82,Associate Degree,19,8237,1255,27.02,5.9,Germany,61.6
"Designer, ceramics/pottery",IT,Decreasing,High,43485.47,Bachelor’s Degree,2,5506,3554,88.72,38.07,Brazil,20.29
Further education lecturer,Transportation,Decreasing,High,137348.88,Bachelor’s Degree,3,2145,3242,50.27,89.2,Australia,23.63
"Therapist, music",Entertainment,Decreasing,High,59636.56,Bachelor’s Degree,6,1841,5649,1.51,41.32,Germany,75.6
Insurance claims handler,Education,Decreasing,Moderate,37088.71,PhD,19,8195,6463,71.09,98.29,USA,54.83
Paramedic,Manufacturing,Increasing,Low,91093.61,PhD,5,7660,3838,97.14,0.9,Canada,54.61
Data processing manager,Entertainment,Decreasing,Low,133102.87,PhD,17,6351,5490,64.48,59.72,USA,30.46
TEFL teacher,Entertainment,Increasing,Low,61586.33,PhD,11,362,3830,25.66,76.23,India,69.98
Computer games developer,Finance,Increasing,Low,138132.12,Master’s Degree,18,6558,3209,59.24,19.74,China,43.17
Geophysicist/field seismologist,Entertainment,Decreasing,Low,34048.07,PhD,17,2961,8519,67.01,67.55,Brazil,20.83
Haematologist,Education,Decreasing,Moderate,80056.81,PhD,14,9877,4139,28.27,29.61,Brazil,34.52
"Designer, television/film set",Education,Increasing,High,113195.41,Master’s Degree,7,5590,7112,24.87,54.93,China,54.99
Environmental consultant,Transportation,Increasing,Moderate,124637.08,PhD,13,8570,7298,3.74,65.04,USA,23.86
"Buyer, industrial",Entertainment,Decreasing,High,141668.43,Bachelor’s Degree,20,2281,8604,97.5,58.18,Brazil,41.49
Intelligence analyst,Education,Decreasing,Low,91353.73,High School,8,8140,5821,9.14,6.89,Germany,48.46
Communications engineer,Education,Decreasing,High,73752.93,PhD,10,2906,6956,30.28,76.31,Germany,68.59
Cabin crew,IT,Increasing,Moderate,80564.51,Master’s Degree,2,8505,6730,24.94,2.81,UK,36.45
Volunteer coordinator,Education,Decreasing,Low,128992.72,High School,11,8568,8741,38.07,94.53,USA,26.97
Warehouse manager,Entertainment,Increasing,Moderate,96333.74,Bachelor’s Degree,9,1734,9026,44.6,80.39,USA,56.37
Occupational psychologist,Healthcare,Increasing,High,71844.66,Associate Degree,17,8882,6761,2.54,52.8,India,41.31
"Scientist, marine",Finance,Decreasing,Low,133849.94,Bachelor’s Degree,17,7343,7943,93.1,66.13,Canada,31.34
"Engineer, aeronautical",Transportation,Increasing,Low,89970.16,Master’s Degree,8,6490,7934,8.73,95.6,India,43.12
Tourism officer,Retail,Decreasing,Moderate,36486.94,Associate Degree,15,306,8712,15.96,94.12,Brazil,29.29
Futures trader,IT,Increasing,Low,130806.07,PhD,2,8256,8890,46.37,0.11,India,50.5
Theatre stage manager,Education,Increasing,Moderate,94201.03,Master’s Degree,1,1978,9238,73.41,56.38,India,62.37
Equality and diversity officer,IT,Decreasing,High,38912.71,High School,15,1947,8450,58.74,48.58,China,73.56
"Engineer, land",Manufacturing,Decreasing,High,75602.72,PhD,14,7194,5579,11.37,74.7,USA,69.15
Prison officer,Education,Increasing,Moderate,122825.51,High School,5,3436,1881,51.72,47.67,Australia,24.9
Industrial/product designer,Transportation,Decreasing,Moderate,33975.99,High School,12,1078,9660,18.34,63.05,Brazil,65.66
Broadcast journalist,Entertainment,Increasing,High,140421.68,Associate Degree,18,5502,190,71.04,92.86,Germany,61.62
Information officer,Finance,Increasing,High,133310.82,PhD,6,4841,7966,52.41,19.94,Germany,31.67
Database administrator,Finance,Decreasing,Low,141225.14,Bachelor’s Degree,4,4162,9633,76.36,51.78,Canada,30.72
Medical technical officer,Healthcare,Increasing,Low,33256.31,PhD,19,2538,6590,24.69,96.84,India,71.96
Probation officer,Retail,Increasing,High,111448.75,Master’s Degree,12,5235,6990,27.44,69.6,India,70.93
Cytogeneticist,Retail,Increasing,Moderate,90149.72,Master’s Degree,11,7407,2922,51.42,19.25,Brazil,73.86
Geochemist,Manufacturing,Decreasing,Moderate,32202.86,Bachelor’s Degree,3,7539,8880,12.72,70.07,India,21.45
Charity officer,Manufacturing,Decreasing,Low,149962.12,PhD,6,1263,9381,85.45,23.24,USA,70.75
Retail banker,Healthcare,Decreasing,High,135980.68,PhD,1,6501,6432,90.96,80.34,UK,79.11
Broadcast presenter,Finance,Decreasing,High,58760.22,Master’s Degree,13,4690,3221,99.96,52.15,UK,39.99
Animal nutritionist,Education,Decreasing,Moderate,52302.41,Bachelor’s Degree,5,3791,6822,81.74,30.21,Brazil,72.29
"Geologist, engineering",Entertainment,Decreasing,High,94435.74,PhD,13,8403,2492,16.29,68.67,USA,55.21
Chartered certified accountant,Education,Decreasing,Low,82763.45,Bachelor’s Degree,16,1764,6941,77.49,84.46,USA,34.92
Industrial/product designer,IT,Increasing,Moderate,75619.56,Bachelor’s Degree,20,8401,8157,87.25,6.84,Canada,43.09
Medical sales representative,Retail,Increasing,Low,143614.28,Associate Degree,10,8290,830,75.27,62.21,UK,43.85
"Designer, furniture",Manufacturing,Decreasing,Low,85731.98,Master’s Degree,6,928,8711,90.16,37.27,Germany,78.49
Sports administrator,Education,Increasing,Low,115990.33,Associate Degree,19,4422,3484,36.65,69.76,USA,49.22
Veterinary surgeon,Retail,Decreasing,Moderate,36599.22,PhD,20,5883,1060,79.19,51.22,India,47.72
Operations geologist,Finance,Increasing,Moderate,120089.09,High School,7,9113,9378,30.73,48.02,Canada,31.69
Emergency planning/management officer,IT,Increasing,Low,63265.25,Associate Degree,14,1506,2479,85.53,34.33,Australia,35.46
Contracting civil engineer,Finance,Increasing,High,40798.73,Master’s Degree,16,3716,6821,67.04,7.93,China,49.83
Adult guidance worker,Retail,Decreasing,Moderate,34604.95,High School,20,4559,3921,97.72,20.31,UK,40.16
Adult guidance worker,Education,Increasing,Moderate,106626.54,Bachelor’s Degree,8,142,505,71.49,60.36,Brazil,46.59
Public librarian,Education,Decreasing,High,56894.97,Associate Degree,15,6653,1980,17.76,59.89,China,57.4
"Designer, jewellery",Transportation,Decreasing,Low,81119.43,Associate Degree,6,3504,6414,61.53,58.96,Australia,48.98
Tour manager,Transportation,Increasing,Moderate,58937.04,Associate Degree,15,9111,5086,5.33,35.63,UK,20.86
"Engineer, aeronautical",Finance,Increasing,High,144359.19,Associate Degree,11,7675,6067,71.85,72.66,Germany,62.96
Immigration officer,Transportation,Decreasing,Moderate,42867.24,PhD,3,8252,9583,43.75,35.46,Germany,59.53
Sports coach,Education,Increasing,High,50578.62,Master’s Degree,20,1968,3561,56.89,59.23,Canada,36.57
"Psychologist, sport and exercise",Healthcare,Decreasing,Moderate,101636.0,PhD,4,883,375,60.22,42.51,USA,56.01
"Horticulturist, amenity",Transportation,Increasing,High,119501.1,High School,10,525,9739,64.32,80.36,Australia,72.89
"Journalist, newspaper",Finance,Decreasing,Moderate,51548.3,Master’s Degree,8,6685,3053,45.97,97.56,Australia,24.67
Computer games developer,Healthcare,Increasing,Low,101515.84,High School,18,6567,4558,92.0,56.64,USA,69.71
Print production planner,IT,Decreasing,High,63132.18,Associate Degree,5,8883,7273,41.19,26.48,Australia,49.64
"Engineer, building services",Entertainment,Increasing,Moderate,144480.75,PhD,20,3876,9096,36.71,95.46,Australia,58.28
Commercial horticulturist,Finance,Decreasing,High,81414.11,Bachelor’s Degree,4,9744,1518,20.82,41.46,China,77.35
Newspaper journalist,Entertainment,Decreasing,Low,42563.83,High School,2,5100,7941,83.61,52.02,UK,69.47
Office manager,IT,Increasing,High,102477.58,Master’s Degree,6,4972,552,97.3,48.55,Germany,23.51
IT consultant,Finance,Increasing,Low,41730.49,PhD,1,1479,2849,87.86,26.55,Australia,51.35
Geochemist,Finance,Increasing,Low,59837.33,Associate Degree,17,4559,256,53.4,27.57,China,23.1
Sport and exercise psychologist,Education,Decreasing,High,147224.62,PhD,19,4617,6596,73.22,93.14,Canada,48.03
Chiropodist,IT,Increasing,Low,129457.62,Bachelor’s Degree,9,7856,8341,12.8,3.12,China,58.26
Gaffer,Healthcare,Increasing,Moderate,98519.92,Bachelor’s Degree,1,9159,6182,43.27,80.75,Australia,70.35
"Designer, jewellery",Transportation,Increasing,High,31756.73,PhD,3,2549,1569,78.55,16.68,Australia,77.07
"Investment banker, corporate",Transportation,Increasing,Low,68831.71,Master’s Degree,13,6614,9984,48.28,84.69,China,24.1
Architect,Education,Increasing,Moderate,43240.5,Bachelor’s Degree,8,1673,9057,6.94,4.68,Germany,21.82
Amenity horticulturist,Manufacturing,Decreasing,Moderate,111219.15,Master’s Degree,1,9946,7679,30.31,51.96,India,41.02
Social worker,IT,Increasing,Moderate,99322.92,Associate Degree,17,4425,3076,73.29,63.66,Canada,71.03
Press photographer,Manufacturing,Increasing,Moderate,93798.23,PhD,13,912,4190,25.16,17.36,Brazil,60.06
"Social research officer, government",Education,Increasing,High,144721.27,PhD,19,3774,2059,1.09,95.97,Germany,66.51
Broadcast engineer,Finance,Increasing,High,100513.79,High School,7,1280,9299,85.39,52.32,Germany,46.65
Broadcast journalist,Transportation,Increasing,High,30203.34,Master’s Degree,19,1484,4282,41.37,37.73,Canada,48.43
"Designer, exhibition/display",Transportation,Increasing,Moderate,114671.76,Bachelor’s Degree,11,2666,5296,96.11,44.86,Australia,71.54
"Scientist, water quality",Healthcare,Decreasing,Low,145344.82,Associate Degree,17,9454,2665,89.47,10.57,USA,50.6
"Librarian, public",IT,Increasing,Moderate,115588.72,PhD,6,377,8993,87.1,68.07,Canada,54.72
Print production planner,Manufacturing,Increasing,Moderate,35249.38,High School,19,3407,9150,78.77,24.45,India,20.84
Forensic scientist,IT,Increasing,Low,51150.24,High School,2,7550,5469,17.48,8.15,Germany,50.43
Make,Education,Decreasing,Low,88678.4,High School,16,7835,8455,20.63,24.26,China,64.33
Osteopath,Manufacturing,Increasing,Low,46045.2,Bachelor’s Degree,12,9460,175,39.52,55.17,USA,63.98
Theatre manager,Retail,Decreasing,Moderate,107766.11,Associate Degree,3,3404,1376,30.82,21.56,UK,74.16
Financial manager,Entertainment,Decreasing,Moderate,137004.74,Master’s Degree,1,4593,9024,73.14,18.1,China,27.07
Occupational hygienist,Retail,Increasing,Low,113266.69,Associate Degree,16,5814,2408,2.1,16.32,India,56.17
Broadcast journalist,Healthcare,Decreasing,Moderate,111281.35,Associate Degree,19,6216,315,56.99,84.02,Germany,28.68
Medical physicist,Entertainment,Decreasing,Moderate,50929.65,High School,4,3354,9667,13.85,9.96,USA,35.55
Mudlogger,Finance,Decreasing,Low,120823.77,PhD,3,1623,6509,26.01,16.46,India,29.46
"Conservator, furniture",Transportation,Increasing,High,79594.17,Master’s Degree,19,6703,7479,17.84,37.48,China,47.86
Tourist information centre manager,Transportation,Decreasing,High,72934.48,PhD,13,8555,7674,14.73,39.91,USA,45.65
Farm manager,Manufacturing,Decreasing,Low,31426.7,Associate Degree,3,4652,1951,0.89,16.32,China,66.27
Public relations account executive,Finance,Increasing,Low,43625.62,PhD,14,8704,7713,67.47,9.69,Germany,51.41
Human resources officer,Transportation,Decreasing,Moderate,73564.54,Associate Degree,19,7520,4208,7.34,29.24,USA,22.74
Jewellery designer,Manufacturing,Decreasing,Moderate,129803.52,Associate Degree,4,6918,9118,5.74,16.25,Canada,41.99
Graphic designer,Entertainment,Decreasing,Low,68993.73,Bachelor’s Degree,2,9491,5274,14.79,26.4,China,73.81
Magazine features editor,Entertainment,Decreasing,Low,76592.17,Master’s Degree,0,7901,6822,48.94,74.23,Brazil,47.93
Retail buyer,Entertainment,Decreasing,Moderate,121529.3,Bachelor’s Degree,1,1827,5915,57.17,10.68,Brazil,74.01
Health physicist,IT,Decreasing,Moderate,65206.06,High School,6,4843,5417,48.43,73.35,UK,66.19
Architectural technologist,IT,Decreasing,High,81029.62,Bachelor’s Degree,2,6112,1106,27.05,94.08,UK,38.18
"Embryologist, clinical",Finance,Decreasing,High,101414.79,Master’s Degree,16,5484,6486,89.6,39.8,USA,79.56
"Scientist, biomedical",Transportation,Decreasing,Moderate,73877.05,Bachelor’s Degree,16,5380,3713,38.38,60.55,China,67.71
Camera operator,Entertainment,Increasing,High,83850.03,Associate Degree,18,2029,4131,65.12,58.78,Australia,52.37
Recycling officer,Retail,Decreasing,Low,73353.18,High School,20,9085,850,78.96,92.19,China,42.62
Sports development officer,Finance,Decreasing,Moderate,68806.27,Bachelor’s Degree,2,6057,6981,22.36,2.28,Australia,78.25
Chartered accountant,Transportation,Increasing,Low,118214.71,Associate Degree,3,6924,5864,66.01,29.92,Brazil,64.34
Educational psychologist,Transportation,Decreasing,Low,53041.47,Bachelor’s Degree,12,6337,6462,80.66,95.32,China,52.3
Veterinary surgeon,Entertainment,Increasing,High,32666.83,PhD,10,8162,1235,19.25,79.38,UK,30.54
Armed forces logistics/support/administrative officer,Education,Increasing,High,62985.91,High School,7,4946,2352,77.3,58.82,India,60.7
Research scientist (life sciences),Manufacturing,Increasing,Moderate,92403.47,PhD,4,3895,1165,45.88,1.59,India,69.67
Cabin crew,Healthcare,Decreasing,Low,94174.07,Associate Degree,5,8198,7508,81.93,14.33,UK,67.55
Dramatherapist,Transportation,Increasing,Moderate,52413.41,High School,9,3783,6094,12.53,83.24,Brazil,34.04
Soil scientist,IT,Decreasing,Low,58539.31,High School,5,7751,5907,50.34,30.46,Germany,37.6
"Restaurant manager, fast food",Entertainment,Increasing,Moderate,45988.58,PhD,20,6985,331,65.82,67.32,India,39.91
Engineering geologist,Entertainment,Increasing,Moderate,137741.87,High School,15,7656,2985,98.67,92.04,Germany,74.61
"Surveyor, planning and development",Manufacturing,Increasing,High,89336.22,PhD,19,2730,4092,85.98,11.87,Brazil,22.21
"Investment banker, operational",Education,Decreasing,High,138348.85,PhD,16,9927,8222,60.99,26.59,Brazil,23.29
Customer service manager,Entertainment,Decreasing,High,99542.55,High School,11,9794,9228,46.64,51.98,India,76.75
"Psychotherapist, child",IT,Decreasing,Low,115491.53,High School,0,5415,8081,2.32,70.55,Australia,55.06
Financial controller,Entertainment,Increasing,Low,80468.28,High School,4,2990,9349,5.59,21.45,Germany,74.26
Geoscientist,IT,Increasing,Low,66668.51,PhD,20,3151,4797,97.07,67.51,Germany,62.56
Systems analyst,Education,Decreasing,Low,38422.76,Associate Degree,8,8098,2165,67.69,12.45,USA,63.09
"Doctor, general practice",Finance,Increasing,Low,144556.48,Associate Degree,5,805,2046,64.45,4.06,India,74.77
Chartered certified accountant,IT,Decreasing,Low,92265.76,PhD,8,5113,5847,92.27,73.96,Brazil,45.99
Publishing rights manager,Transportation,Increasing,Moderate,109900.22,Master’s Degree,8,3711,8864,76.03,5.55,USA,35.57
Surgeon,Transportation,Increasing,Moderate,113469.74,High School,1,464,2236,90.49,63.86,UK,23.37
Counselling psychologist,Entertainment,Increasing,High,55550.69,High School,18,9027,3971,41.51,8.09,Canada,25.42
Risk manager,Finance,Decreasing,High,104065.78,High School,8,5376,6735,26.71,14.61,Canada,24.17
Industrial/product designer,IT,Increasing,High,127873.72,Master’s Degree,2,7861,4992,81.86,90.94,Canada,33.24
Agricultural consultant,Finance,Decreasing,Low,100016.46,PhD,8,6688,2633,80.54,75.19,Australia,25.78
Civil Service administrator,Entertainment,Decreasing,High,142463.99,Bachelor’s Degree,10,5727,2071,41.11,78.63,China,57.7
"Nurse, children's",Education,Decreasing,Low,69212.78,PhD,6,2329,254,36.5,91.43,Germany,35.14
"Teacher, primary school",IT,Decreasing,Low,81285.83,High School,13,220,788,29.29,20.82,Germany,21.83
Civil Service administrator,Healthcare,Decreasing,High,82078.7,PhD,19,9353,3203,31.43,60.78,UK,37.34
Data processing manager,Transportation,Decreasing,Moderate,64492.92,PhD,16,3356,9308,92.83,19.71,Brazil,77.71
Holiday representative,Healthcare,Increasing,Moderate,145060.21,PhD,11,8973,3183,92.63,86.59,Germany,56.96
"Engineer, communications",Finance,Increasing,Moderate,125886.84,PhD,18,9193,8104,91.67,71.5,Brazil,76.83
"Designer, graphic",Retail,Decreasing,Moderate,144849.83,Master’s Degree,4,3779,7142,29.73,87.04,Australia,39.01
Textile designer,IT,Decreasing,Moderate,78906.28,Master’s Degree,5,9935,9200,65.51,5.75,Australia,76.01
Geoscientist,Retail,Decreasing,Low,128513.37,PhD,5,1050,119,3.06,42.71,UK,62.0
Community arts worker,Healthcare,Increasing,Low,91888.55,Associate Degree,14,6070,8870,80.69,53.73,Australia,52.51
Audiological scientist,Healthcare,Increasing,Low,139498.1,PhD,18,3158,4903,4.84,96.46,UK,36.14
Adult nurse,Education,Increasing,Moderate,146270.98,Master’s Degree,17,4060,6399,41.66,78.18,Germany,54.39
Dentist,Education,Increasing,Low,35781.46,Bachelor’s Degree,15,2515,4383,5.97,20.0,India,41.28
Sports administrator,Entertainment,Decreasing,Moderate,127948.64,High School,2,7482,7838,2.49,65.94,UK,67.41
Patent attorney,Healthcare,Decreasing,Moderate,51801.76,Master’s Degree,19,6355,7473,9.31,62.18,Canada,26.14
Magazine features editor,IT,Decreasing,High,55312.12,PhD,4,3919,6375,66.49,56.14,Brazil,57.0
Physiotherapist,IT,Decreasing,High,121768.21,Master’s Degree,2,3839,9746,42.38,24.79,Germany,71.39
Sub,Education,Decreasing,Low,145247.12,High School,16,917,2512,45.96,5.26,USA,22.6
Tour manager,Retail,Decreasing,High,146491.74,High School,9,9052,4555,90.39,46.63,Canada,70.81
Armed forces technical officer,IT,Decreasing,Low,40626.31,Bachelor’s Degree,5,399,4319,19.6,64.09,USA,29.6
Tourist information centre manager,IT,Increasing,High,97915.51,Bachelor’s Degree,10,8980,1353,50.34,96.86,India,60.91
"Psychotherapist, child",IT,Decreasing,High,71471.43,Master’s Degree,19,701,6995,99.53,56.99,Brazil,70.94
"Journalist, magazine",Entertainment,Increasing,Low,139808.82,Bachelor’s Degree,8,3068,2711,77.63,64.27,China,55.36
Pharmacologist,Manufacturing,Decreasing,High,107995.3,High School,5,5721,7239,65.26,61.45,India,58.44
"Pilot, airline",Healthcare,Increasing,Moderate,57235.28,High School,16,4282,4506,36.05,52.52,USA,57.18
"Buyer, retail",Entertainment,Increasing,High,148545.91,High School,20,4601,6347,70.71,92.76,USA,23.35
Pathologist,Retail,Increasing,Moderate,110612.16,PhD,10,5719,7093,91.7,47.95,India,54.84
Armed forces technical officer,Manufacturing,Decreasing,High,93041.28,Associate Degree,14,2944,4182,22.96,32.39,China,46.4
"Production designer, theatre/television/film",Entertainment,Decreasing,High,106043.49,Associate Degree,7,3865,9805,48.28,29.05,UK,54.75
Public relations officer,Finance,Increasing,High,106485.87,High School,16,4876,1556,24.58,55.27,Canada,42.85
Multimedia specialist,Transportation,Increasing,High,116204.21,High School,18,3000,1686,27.18,85.89,Brazil,43.61
"Conservator, museum/gallery",Education,Decreasing,Moderate,35344.47,Bachelor’s Degree,16,918,3843,70.75,16.58,Canada,20.8
Systems developer,Entertainment,Increasing,Low,137645.36,Associate Degree,4,4267,1462,58.71,13.0,India,44.69
Planning and development surveyor,Entertainment,Increasing,Low,105699.21,Bachelor’s Degree,17,7131,3644,17.59,69.51,UK,69.53
Phytotherapist,Finance,Increasing,Moderate,62098.28,PhD,15,259,9388,36.99,75.37,India,26.93
Film/video editor,Finance,Decreasing,Moderate,93957.74,Bachelor’s Degree,4,8342,7969,80.2,64.18,China,23.69
Armed forces technical officer,Healthcare,Increasing,Moderate,118937.68,Master’s Degree,6,636,2160,44.16,72.0,Canada,37.14
Clinical research associate,Manufacturing,Increasing,Moderate,115301.96,PhD,0,6323,9005,44.25,81.67,Brazil,54.77
Advertising account executive,Finance,Increasing,Moderate,142015.92,Bachelor’s Degree,2,413,4892,79.87,85.29,India,25.92
Advertising copywriter,IT,Decreasing,Moderate,82865.56,Bachelor’s Degree,0,3200,9941,82.48,39.13,Germany,65.32
"Teacher, secondary school",Manufacturing,Increasing,Moderate,49424.42,PhD,5,7698,3781,23.19,79.06,Germany,34.62
Medical illustrator,Transportation,Decreasing,Moderate,111854.76,PhD,3,8303,1572,54.03,16.94,India,32.94
Arboriculturist,Finance,Increasing,Moderate,66975.08,High School,13,3876,4429,21.08,81.97,Germany,62.26
Trade mark attorney,Retail,Decreasing,Moderate,112443.59,PhD,19,8295,1320,78.24,36.64,China,35.51
"Buyer, retail",Retail,Decreasing,Low,104830.4,PhD,10,2233,5352,59.11,99.36,China,64.78
Writer,Education,Increasing,Moderate,68410.51,High School,4,8231,9153,55.52,82.32,USA,20.6
Database administrator,Manufacturing,Decreasing,Low,126979.01,Associate Degree,3,3251,9612,20.06,68.14,India,37.48
Equities trader,Education,Decreasing,Low,70428.73,Bachelor’s Degree,18,423,5682,51.51,66.74,UK,61.56
Engineering geologist,Entertainment,Decreasing,Low,65286.18,Bachelor’s Degree,5,4132,9497,96.23,10.97,India,55.98
Futures trader,Manufacturing,Increasing,High,105143.12,PhD,7,1116,6077,39.06,39.2,Germany,79.65
Computer games developer,Healthcare,Decreasing,Moderate,115765.91,Associate Degree,8,4183,6905,75.53,0.74,Australia,27.27
"Psychologist, prison and probation services",Transportation,Decreasing,Moderate,136238.38,Master’s Degree,6,4673,9285,88.36,13.85,Germany,61.34
"Investment banker, corporate",Education,Increasing,Low,92405.17,PhD,1,3073,3058,64.52,68.48,China,25.29
Gaffer,Retail,Decreasing,Low,109029.78,High School,13,4486,384,79.99,72.54,India,68.12
"Presenter, broadcasting",Manufacturing,Decreasing,Moderate,50254.72,High School,11,131,639,33.7,4.76,Germany,26.49
"Teacher, special educational needs",Finance,Increasing,High,133373.47,Associate Degree,17,8315,9260,53.32,92.87,China,69.48
Estate agent,Finance,Increasing,Moderate,67701.91,Bachelor’s Degree,18,8060,1755,85.09,18.51,Brazil,62.34
Charity officer,Entertainment,Increasing,Moderate,101916.49,PhD,11,6821,4222,12.08,4.84,Australia,56.01
Data scientist,Healthcare,Increasing,Moderate,43304.22,Master’s Degree,14,9160,7158,79.48,34.56,UK,55.62
Analytical chemist,Manufacturing,Decreasing,High,135113.4,Master’s Degree,18,173,615,38.12,15.57,Germany,52.29
Visual merchandiser,Education,Increasing,Low,132461.97,Bachelor’s Degree,11,5372,6907,77.94,21.09,China,39.0
"Buyer, retail",Finance,Increasing,High,137127.23,Associate Degree,19,3803,8130,1.55,39.4,Brazil,21.69
Retail buyer,Finance,Increasing,Moderate,69590.6,Bachelor’s Degree,6,8270,7119,66.5,42.14,UK,50.39
Jewellery designer,Retail,Increasing,High,143134.25,Bachelor’s Degree,7,4912,2663,45.16,83.93,USA,33.02
Medical sales representative,Education,Increasing,Low,64836.8,Associate Degree,8,4047,2584,71.3,78.16,Canada,79.48
Architect,Finance,Increasing,Moderate,118976.77,Bachelor’s Degree,7,8717,3415,14.6,76.17,UK,25.42
Optometrist,Education,Decreasing,High,72591.53,PhD,9,7667,9302,32.45,83.55,India,24.01
Sports coach,Retail,Decreasing,Low,33525.69,PhD,14,9743,9584,41.98,13.84,India,75.1
Surgeon,Finance,Increasing,Moderate,112087.39,Master’s Degree,14,762,9003,55.99,94.99,Canada,28.62
Database administrator,IT,Increasing,High,102292.02,PhD,3,9283,1858,23.87,69.71,Germany,37.08
Environmental health practitioner,Entertainment,Decreasing,High,144966.14,Associate Degree,13,6437,3184,51.81,96.56,Canada,55.07
Analytical chemist,Education,Decreasing,Moderate,61130.28,PhD,5,1704,6746,29.68,81.97,UK,49.82
Mechanical engineer,Education,Decreasing,High,147995.28,Associate Degree,12,2199,6743,16.58,56.95,Australia,44.05
Biomedical scientist,Retail,Increasing,Low,100207.15,Associate Degree,7,4763,3948,87.94,13.64,Australia,50.27
Dance movement psychotherapist,Retail,Decreasing,High,91053.98,Bachelor’s Degree,0,8413,6339,50.83,5.77,Germany,30.48
Waste management officer,IT,Increasing,Low,144341.27,Bachelor’s Degree,14,2555,2423,42.19,57.19,Australia,44.26
Horticultural therapist,Retail,Increasing,Moderate,82405.65,PhD,1,8763,7833,15.56,13.55,Australia,62.77
Higher education careers adviser,Entertainment,Decreasing,High,80653.25,Bachelor’s Degree,9,4055,8943,59.96,15.63,China,65.98
"Psychologist, counselling",Healthcare,Increasing,Low,80857.13,Associate Degree,6,6409,7759,52.38,3.08,Brazil,78.05
Corporate treasurer,Finance,Decreasing,Moderate,129531.7,Bachelor’s Degree,6,282,3177,40.67,40.67,USA,76.71
"Engineer, chemical",Entertainment,Decreasing,Low,71961.04,Master’s Degree,10,2555,945,46.44,26.8,USA,53.36
"Physicist, medical",Retail,Increasing,Low,137603.64,Bachelor’s Degree,9,7383,357,30.56,79.72,USA,71.63
Conference centre manager,IT,Increasing,Moderate,41939.85,PhD,15,3926,7438,83.71,35.88,Australia,30.23
Tourism officer,Retail,Increasing,Moderate,119089.17,Bachelor’s Degree,8,6338,1568,3.76,57.5,UK,34.7
Oceanographer,IT,Decreasing,Low,75524.02,High School,1,3531,6590,26.19,78.41,USA,21.27
Farm manager,Healthcare,Increasing,Low,86167.16,Master’s Degree,12,8214,5963,66.46,44.89,UK,71.61
Marine scientist,Manufacturing,Increasing,Low,136728.93,Bachelor’s Degree,19,5299,8679,99.41,32.55,Germany,49.26
"Surveyor, building control",Healthcare,Increasing,Low,138688.68,High School,13,1758,5535,88.43,95.2,Germany,24.91
Broadcast journalist,Education,Decreasing,High,62389.12,Associate Degree,2,6820,8857,49.49,44.58,USA,59.47
Amenity horticulturist,Finance,Decreasing,Moderate,144510.96,PhD,14,183,5833,74.01,36.26,Brazil,30.96
Radio producer,Education,Decreasing,Low,126733.34,PhD,20,8484,3770,81.85,98.57,Brazil,55.67
Software engineer,Education,Decreasing,Moderate,49704.28,PhD,6,5402,8248,9.26,34.56,USA,21.55
Risk analyst,Education,Increasing,Moderate,61260.71,PhD,12,8277,1734,99.41,81.46,UK,76.59
"Therapist, speech and language",Education,Decreasing,Low,144603.37,High School,17,3517,5734,28.51,85.42,UK,24.07
"Editor, film/video",IT,Increasing,High,84480.96,Associate Degree,10,257,7795,13.44,72.52,UK,78.12
Human resources officer,Entertainment,Increasing,Moderate,86100.99,Master’s Degree,20,2641,9748,73.69,40.16,USA,78.25
Emergency planning/management officer,Retail,Decreasing,Low,52122.91,Bachelor’s Degree,7,5711,5301,72.45,12.31,Australia,58.93
Mechanical engineer,Entertainment,Decreasing,Low,40554.06,PhD,4,1843,568,16.07,90.04,India,68.29
Wellsite geologist,Manufacturing,Decreasing,Moderate,123979.76,Master’s Degree,8,1466,5811,29.23,81.25,UK,58.11
Paediatric nurse,Transportation,Decreasing,High,32570.53,Bachelor’s Degree,11,2744,3528,64.67,35.23,Australia,22.26
"Horticulturist, amenity",Retail,Decreasing,High,141042.77,Master’s Degree,0,1487,1852,72.32,30.69,Germany,33.21
Call centre manager,Manufacturing,Increasing,High,41324.08,Bachelor’s Degree,15,9885,7165,75.57,97.41,Germany,78.04
"Programmer, systems",Healthcare,Increasing,Moderate,123265.59,Master’s Degree,9,5221,6590,75.84,91.84,China,73.03
Financial trader,Transportation,Increasing,Moderate,91816.5,Master’s Degree,12,7292,8229,28.47,47.13,USA,47.4
Chiropractor,Entertainment,Increasing,Low,49507.91,Associate Degree,11,9133,1140,52.73,95.0,UK,60.86
Geochemist,Retail,Decreasing,Low,94133.55,Bachelor’s Degree,5,7635,9187,18.64,75.56,Australia,26.04
"Engineer, civil (contracting)",IT,Decreasing,High,142520.45,High School,15,5696,836,82.61,19.46,USA,57.28
Chartered loss adjuster,Retail,Decreasing,Moderate,116468.91,Associate Degree,13,5169,8383,98.88,18.95,Canada,27.47
Health and safety inspector,Manufacturing,Decreasing,Moderate,71042.73,Associate Degree,13,6799,2189,64.43,26.44,China,22.61
Hydrologist,Manufacturing,Increasing,Moderate,93405.21,Master’s Degree,6,6083,3169,49.93,1.59,UK,29.61
Fine artist,Education,Decreasing,Moderate,122347.38,High School,2,7275,8718,72.19,44.51,China,43.86
"Surveyor, land/geomatics",IT,Increasing,Moderate,89383.78,PhD,2,9082,4272,55.9,74.57,Australia,56.11
Chief Financial Officer,Finance,Increasing,High,119786.27,PhD,15,7822,6526,17.97,55.57,India,37.07
"Surveyor, land/geomatics",Education,Decreasing,Moderate,46771.53,PhD,14,2227,290,64.47,46.4,UK,78.58
"Librarian, public",Finance,Decreasing,High,82815.73,Master’s Degree,11,5863,8519,45.02,26.55,China,71.7
Passenger transport manager,Healthcare,Decreasing,Moderate,148851.84,Master’s Degree,2,7780,9413,83.95,91.58,India,27.29
Chartered accountant,Healthcare,Increasing,High,109431.9,Associate Degree,14,4756,8942,30.72,99.1,Australia,64.72
"Engineer, manufacturing",Education,Decreasing,High,93822.62,High School,2,7227,414,22.64,18.57,Brazil,64.18
Higher education lecturer,Education,Increasing,High,40984.42,PhD,7,4392,7368,7.41,29.37,Canada,36.58
Mechanical engineer,Education,Increasing,High,72865.16,High School,11,6007,2291,65.02,53.3,USA,53.72
Furniture designer,Manufacturing,Decreasing,Moderate,106271.4,High School,11,2554,7298,76.99,21.95,Australia,31.07
Human resources officer,Transportation,Increasing,High,67885.42,PhD,8,1546,8216,83.17,45.27,Brazil,40.68
"Doctor, general practice",Transportation,Increasing,High,77064.1,Bachelor’s Degree,9,3702,6823,73.95,17.0,USA,33.25
Corporate investment banker,Retail,Increasing,Moderate,61176.09,Master’s Degree,14,2304,619,18.03,28.4,USA,49.79
Publishing rights manager,IT,Increasing,High,92697.27,PhD,3,9527,5553,31.36,28.66,India,51.19
Ergonomist,IT,Increasing,Moderate,58954.73,High School,4,7303,1104,82.48,80.64,UK,43.82
Higher education careers adviser,Retail,Decreasing,Low,70422.55,Associate Degree,12,4654,3371,88.94,68.93,India,79.03
Television floor manager,Finance,Decreasing,Moderate,130110.11,High School,6,7649,3888,63.14,58.14,Australia,54.57
Theatre manager,Healthcare,Increasing,Low,55326.13,PhD,0,4128,5556,18.25,35.04,China,72.63
"Designer, fashion/clothing",Retail,Decreasing,Low,131906.53,High School,6,9257,8576,65.08,32.26,USA,62.98
Glass blower/designer,Finance,Increasing,Low,93641.38,Bachelor’s Degree,4,278,8935,49.71,41.52,Canada,29.55
Hotel manager,Manufacturing,Decreasing,Moderate,103975.77,PhD,14,9699,4219,44.7,17.54,Australia,32.71
Market researcher,Manufacturing,Decreasing,Moderate,67285.4,PhD,18,1206,4060,70.22,66.32,UK,23.92
"Administrator, charities/voluntary organisations",Finance,Decreasing,Moderate,30128.24,Master’s Degree,12,8090,2129,45.73,37.76,China,65.43
"Education officer, community",IT,Decreasing,Moderate,144899.41,PhD,17,7642,5689,61.89,35.21,Canada,45.01
Retail manager,Education,Decreasing,High,36263.74,Master’s Degree,18,9366,9068,45.88,94.31,China,57.88
Television floor manager,Finance,Increasing,Moderate,107439.0,Master’s Degree,12,2967,7628,5.19,67.38,Brazil,37.85
Broadcast engineer,Healthcare,Increasing,Moderate,109930.64,Bachelor’s Degree,11,3356,3763,73.76,74.37,India,50.65
"Therapist, music",Education,Decreasing,High,44776.06,High School,16,1930,7002,30.91,5.86,Germany,40.6
Community education officer,Manufacturing,Increasing,High,105580.08,Bachelor’s Degree,20,8933,2781,6.94,35.72,Brazil,67.23
Ecologist,Healthcare,Increasing,Moderate,117976.87,Bachelor’s Degree,12,6166,1494,13.88,17.72,Brazil,24.78
"Engineer, materials",Entertainment,Decreasing,Moderate,34666.12,Bachelor’s Degree,10,2974,2340,52.31,96.4,UK,29.19
Statistician,Retail,Increasing,Low,75490.37,Master’s Degree,7,4214,8174,24.23,7.75,China,52.53
Trading standards officer,IT,Increasing,Moderate,91595.15,PhD,3,3107,9412,31.72,14.04,Australia,64.51
Restaurant manager,Transportation,Increasing,Moderate,90196.77,Bachelor’s Degree,1,6100,3899,56.15,41.9,Canada,32.23
Economist,Healthcare,Increasing,High,85882.13,Bachelor’s Degree,12,3336,8854,17.24,74.64,Canada,79.66
Publishing rights manager,IT,Increasing,High,138410.49,Master’s Degree,7,3312,6884,22.97,20.18,Canada,42.69
Cartographer,Manufacturing,Increasing,High,99167.99,High School,14,4781,9300,32.42,36.81,Australia,57.21
Records manager,Retail,Decreasing,Low,115427.85,PhD,11,8885,6518,2.34,29.61,Germany,55.83
Ambulance person,Finance,Decreasing,Low,103119.35,Bachelor’s Degree,10,351,3372,65.73,99.96,Australia,72.34
Research scientist (maths),IT,Increasing,Moderate,95819.83,High School,17,2575,1947,53.5,11.45,Australia,44.39
"Geologist, wellsite",IT,Increasing,Low,78378.51,Bachelor’s Degree,14,4464,3734,83.38,48.17,Germany,28.27
Environmental manager,Healthcare,Decreasing,Moderate,143662.2,Bachelor’s Degree,4,5340,5651,34.88,90.17,India,65.67
Proofreader,Finance,Decreasing,High,125453.63,PhD,19,9580,4732,83.55,22.67,Australia,48.35
Geochemist,Healthcare,Increasing,Low,138403.97,Bachelor’s Degree,16,7577,1528,26.71,84.2,China,77.68
"Therapist, sports",Transportation,Increasing,Moderate,124689.3,PhD,9,3671,4035,15.95,34.87,USA,75.53
Energy engineer,Healthcare,Increasing,Low,140194.34,Master’s Degree,20,3559,1695,49.31,13.63,USA,36.6
Banker,Finance,Decreasing,Low,106071.87,Master’s Degree,8,2930,2146,9.14,60.68,USA,69.94
Biomedical engineer,Education,Increasing,Moderate,69459.81,High School,14,963,7721,38.7,28.73,USA,59.38
Learning mentor,Entertainment,Decreasing,Low,98145.6,Bachelor’s Degree,15,9893,2246,8.02,99.3,USA,47.74
"Social research officer, government",IT,Increasing,High,66147.96,Master’s Degree,2,8243,1094,87.34,43.8,USA,65.24
Neurosurgeon,Manufacturing,Decreasing,Moderate,40382.48,High School,7,3271,7021,80.68,92.64,USA,67.99
Diplomatic Services operational officer,Transportation,Decreasing,Moderate,81223.0,Master’s Degree,18,8468,5402,8.18,63.62,China,50.42
Web designer,Manufacturing,Increasing,Low,98473.43,Master’s Degree,11,4732,9288,19.94,23.53,Brazil,60.62
IT sales professional,Entertainment,Increasing,Moderate,56315.01,PhD,10,266,5502,42.32,50.99,China,33.25
Communications engineer,Entertainment,Decreasing,Low,39515.88,Bachelor’s Degree,13,5169,8742,2.99,11.6,Australia,57.15
"Runner, broadcasting/film/video",Manufacturing,Decreasing,High,104160.64,PhD,18,6350,4665,49.19,32.28,Brazil,23.8
Dance movement psychotherapist,IT,Decreasing,Low,48594.07,PhD,12,1853,4844,88.7,86.54,India,21.83
Animal technologist,Transportation,Increasing,High,57114.68,Associate Degree,11,9533,4823,99.36,91.06,UK,52.22
Charity officer,Retail,Decreasing,Moderate,35495.93,High School,8,647,9975,42.79,74.21,Canada,36.06
"Engineer, site",Manufacturing,Decreasing,Moderate,111246.0,Master’s Degree,17,3605,7514,82.68,15.78,Canada,22.03
Research scientist (medical),Retail,Decreasing,Low,75938.82,PhD,2,3043,5426,9.32,70.14,China,22.23
Air traffic controller,IT,Decreasing,Low,121878.84,Master’s Degree,2,7537,5394,47.06,54.17,Brazil,62.88
"Producer, television/film/video",Manufacturing,Decreasing,High,126967.86,Associate Degree,20,7562,3821,99.15,13.73,Australia,62.89
Administrator,Entertainment,Decreasing,High,59424.22,Associate Degree,1,2607,4416,53.73,42.68,USA,67.04
"Lecturer, higher education",IT,Increasing,Low,42858.57,High School,2,9933,513,7.44,86.15,India,50.07
Product manager,Healthcare,Decreasing,Low,83298.0,Associate Degree,4,3264,8589,74.11,28.25,India,66.37
Analytical chemist,IT,Decreasing,High,62423.68,Master’s Degree,14,164,489,0.78,51.25,Canada,64.37
Emergency planning/management officer,Manufacturing,Increasing,Moderate,96305.6,Master’s Degree,15,2919,5541,55.44,48.79,Australia,37.41
"Surveyor, minerals",Retail,Increasing,Moderate,45049.7,Associate Degree,13,5707,205,96.56,58.46,China,58.77
"Psychologist, forensic",Finance,Decreasing,High,98688.2,Master’s Degree,18,4861,2280,32.74,1.81,Australia,54.0
Banker,IT,Decreasing,High,105853.68,Master’s Degree,13,8569,3475,90.49,65.93,Australia,47.64
Emergency planning/management officer,Entertainment,Decreasing,High,39364.62,PhD,13,3131,3831,29.12,54.26,India,49.9
"Teacher, adult education",IT,Increasing,Moderate,55584.58,High School,16,4465,4332,62.34,51.78,Brazil,79.5
Chief Operating Officer,Healthcare,Decreasing,Moderate,106991.66,High School,2,6005,5904,53.65,19.95,India,73.34
"Scientist, research (life sciences)",Finance,Increasing,Low,136991.2,High School,18,5087,4828,57.74,19.01,USA,75.31
Scientific laboratory technician,Manufacturing,Decreasing,Moderate,145611.95,Associate Degree,15,1545,1362,56.62,24.56,USA,40.7
Research scientist (life sciences),Entertainment,Decreasing,Moderate,98608.88,High School,14,9325,7353,80.73,27.96,China,79.2
"Surveyor, building control",Healthcare,Decreasing,Low,103743.67,Bachelor’s Degree,15,4967,6963,42.64,29.57,Germany,56.97
Quantity surveyor,Manufacturing,Decreasing,Low,75058.23,Bachelor’s Degree,9,8490,9676,97.95,71.69,China,29.88
Magazine features editor,Manufacturing,Decreasing,High,146589.58,Bachelor’s Degree,19,9011,5941,48.77,63.97,Germany,49.44
Secondary school teacher,Transportation,Increasing,Moderate,84566.82,Bachelor’s Degree,7,4293,9719,92.89,45.42,UK,46.06
Textile designer,Education,Increasing,Low,116762.07,High School,15,9775,8463,60.18,17.66,Brazil,57.6
Probation officer,IT,Decreasing,High,106446.68,High School,1,5845,6511,63.14,28.03,UK,27.88
"Psychotherapist, child",Retail,Increasing,High,123745.1,PhD,0,1557,5146,8.05,44.73,China,26.68
Medical physicist,Retail,Decreasing,Moderate,103298.71,Associate Degree,18,2750,4187,82.97,83.48,Canada,71.05
"Administrator, charities/voluntary organisations",Education,Decreasing,High,65388.03,PhD,14,5811,2004,84.34,41.11,India,51.72
Radio producer,Retail,Decreasing,Low,136017.07,PhD,0,8821,3668,35.79,59.87,Australia,22.86
"Producer, radio",Retail,Increasing,High,92865.21,Associate Degree,18,9363,3098,78.79,40.79,China,71.11
Biomedical engineer,Healthcare,Decreasing,Low,30398.13,Master’s Degree,5,754,2849,60.64,53.64,USA,72.31
Broadcast engineer,Education,Increasing,Moderate,45257.43,Bachelor’s Degree,9,6143,9119,4.32,63.43,Germany,32.96
Recruitment consultant,Manufacturing,Decreasing,Moderate,91237.88,PhD,6,6186,3730,81.6,96.42,UK,59.17
Editorial assistant,IT,Decreasing,Moderate,148451.78,Bachelor’s Degree,6,2349,354,94.67,8.89,USA,70.41
Event organiser,Entertainment,Decreasing,Moderate,98458.62,Bachelor’s Degree,14,7676,8311,18.56,55.25,Australia,40.52
"Engineer, control and instrumentation",Entertainment,Increasing,High,54710.19,Master’s Degree,5,4537,2388,12.65,85.31,China,47.95
"Engineer, materials",Healthcare,Decreasing,Low,71479.78,Bachelor’s Degree,11,9059,9190,19.67,23.82,Australia,28.37
Therapeutic radiographer,Education,Increasing,Low,130358.86,PhD,14,5203,3720,24.93,15.79,UK,72.32
Conference centre manager,Retail,Increasing,Low,86510.24,High School,12,8075,7873,72.33,91.25,China,59.29
Computer games developer,Healthcare,Decreasing,Low,49813.25,Bachelor’s Degree,9,5783,6062,6.93,50.98,China,34.12
Electronics engineer,Retail,Increasing,Low,99581.1,Master’s Degree,17,8264,1859,84.97,62.47,UK,63.12
"Psychologist, clinical",Entertainment,Increasing,High,48905.8,PhD,10,6747,337,60.53,47.81,Canada,27.59
Occupational psychologist,Finance,Decreasing,Moderate,96823.68,Master’s Degree,19,758,6430,14.71,20.96,Australia,49.77
Actor,IT,Decreasing,High,101194.89,High School,5,505,2986,47.58,54.31,Australia,60.61
Operational investment banker,Retail,Increasing,High,142052.54,Associate Degree,15,2734,6109,35.77,79.27,Canada,77.49
"Engineer, maintenance",Healthcare,Decreasing,High,61679.61,Associate Degree,15,6217,5408,70.75,75.12,India,39.31
Barrister's clerk,Finance,Increasing,Low,98104.31,Master’s Degree,6,7571,6831,36.18,26.66,Australia,50.71
Colour technologist,Finance,Increasing,High,48195.78,Bachelor’s Degree,14,915,8101,22.17,30.96,Brazil,63.68
Clinical biochemist,Finance,Decreasing,Low,36305.55,PhD,17,5082,4563,89.91,57.6,USA,29.99
Holiday representative,Manufacturing,Increasing,Moderate,60422.37,Bachelor’s Degree,8,9802,1571,27.94,62.27,USA,34.21
Government social research officer,Retail,Decreasing,High,141867.42,Bachelor’s Degree,17,6124,7874,95.63,81.82,USA,67.0
Tax inspector,Entertainment,Decreasing,High,46401.17,Master’s Degree,19,2060,7643,69.72,32.15,Canada,65.77
Trade mark attorney,Education,Decreasing,High,74776.82,Associate Degree,16,1048,465,59.31,43.7,Canada,46.27
Art gallery manager,Manufacturing,Decreasing,Moderate,95331.02,Master’s Degree,16,3055,264,86.43,26.54,India,71.0
Naval architect,Manufacturing,Decreasing,High,115631.83,Associate Degree,6,5274,1902,72.24,20.23,USA,75.5
Fisheries officer,Entertainment,Increasing,High,144837.54,Associate Degree,7,2013,6571,52.61,95.48,UK,50.94
Land/geomatics surveyor,Finance,Increasing,Moderate,81261.95,High School,9,7664,9023,77.8,92.38,Canada,39.75
Civil Service fast streamer,Transportation,Decreasing,Moderate,33841.64,Bachelor’s Degree,12,4467,4245,18.29,24.29,China,46.69
"Scientist, audiological",IT,Increasing,Moderate,51125.94,Bachelor’s Degree,10,6571,7819,88.12,82.93,Germany,77.42
Product manager,Manufacturing,Decreasing,Low,68358.6,High School,6,4617,6593,9.86,72.35,Brazil,32.33
"Editor, magazine features",Entertainment,Decreasing,High,143407.43,High School,7,7641,210,12.65,99.57,India,44.02
Land/geomatics surveyor,IT,Increasing,High,121213.85,Bachelor’s Degree,16,7152,6708,85.31,90.03,Australia,72.03
Air traffic controller,Transportation,Increasing,Low,74411.57,Master’s Degree,3,2977,4268,22.27,55.38,USA,45.48
IT technical support officer,IT,Increasing,Low,121319.45,Associate Degree,8,6810,8301,89.84,92.61,China,55.85
"Conservation officer, nature",IT,Decreasing,Low,52765.0,Bachelor’s Degree,18,9396,1963,34.03,21.05,Canada,43.62
Higher education careers adviser,Retail,Decreasing,High,123722.53,High School,14,5243,9102,17.1,59.96,Canada,58.18
Contracting civil engineer,Education,Increasing,Moderate,99588.43,Master’s Degree,1,3367,6772,8.55,34.63,Germany,30.76
Planning and development surveyor,IT,Decreasing,Moderate,30205.09,Associate Degree,3,4320,4766,67.64,12.3,USA,72.27
Petroleum engineer,Transportation,Increasing,Moderate,146305.57,Bachelor’s Degree,3,7357,2774,77.0,9.79,India,65.15
Adult nurse,Finance,Increasing,High,90612.3,Master’s Degree,18,1998,9003,90.99,35.6,Canada,48.56
"Designer, television/film set",Finance,Decreasing,High,91593.8,Associate Degree,3,3401,9948,69.27,96.29,UK,48.68
Cabin crew,Finance,Decreasing,Low,76737.56,Bachelor’s Degree,10,9096,8409,69.73,5.73,Brazil,37.63
"Civil engineer, contracting",Retail,Increasing,Low,74902.28,Associate Degree,17,937,7191,92.1,81.63,UK,21.09
Lawyer,Manufacturing,Increasing,High,135078.09,Master’s Degree,0,3815,7005,99.61,15.36,Australia,68.77
"Secretary, company",Healthcare,Decreasing,High,91723.51,Bachelor’s Degree,0,6842,1141,4.19,92.95,Canada,79.66
Advice worker,Manufacturing,Decreasing,High,86092.99,Master’s Degree,10,7582,2505,17.6,9.11,Brazil,62.94
Careers adviser,Healthcare,Decreasing,Moderate,74826.14,High School,19,3095,1041,28.74,95.09,Canada,40.75
Museum/gallery exhibitions officer,IT,Increasing,High,107177.76,High School,3,3998,7844,93.5,55.17,Germany,72.18
"Librarian, academic",Education,Increasing,Moderate,75266.61,High School,8,4381,5785,74.69,28.24,China,22.11
Video editor,Retail,Increasing,High,45821.05,Bachelor’s Degree,9,9028,8478,47.33,43.53,Canada,75.01
Artist,Finance,Decreasing,High,143114.65,High School,4,4291,9217,45.56,33.98,Canada,27.25
Banker,Entertainment,Decreasing,Low,144353.01,Bachelor’s Degree,16,7749,6780,52.51,41.82,Germany,29.88
Theatre manager,Finance,Increasing,Moderate,68791.12,PhD,15,1567,4374,56.55,36.72,Australia,77.88
"Designer, furniture",Healthcare,Increasing,Moderate,95780.3,High School,2,4463,4702,86.49,6.58,China,46.46
Politician's assistant,Education,Decreasing,Moderate,55761.91,Master’s Degree,4,1749,2083,69.36,16.88,India,25.39
Sales promotion account executive,IT,Increasing,Low,147968.92,PhD,2,2065,6304,30.25,78.1,India,32.25
"Clinical scientist, histocompatibility and immunogenetics",Entertainment,Increasing,High,46860.01,Associate Degree,2,6912,5067,81.13,39.45,Canada,20.67
Sports coach,Transportation,Decreasing,Moderate,40845.96,High School,18,445,1956,10.0,98.12,Australia,70.17
Translator,IT,Increasing,Low,112119.76,Associate Degree,7,9451,901,0.57,44.7,Australia,36.38
Pension scheme manager,Retail,Increasing,High,74716.81,High School,10,6695,2947,85.98,84.35,UK,63.0
"Therapist, sports",Finance,Decreasing,High,54237.25,Bachelor’s Degree,3,1077,6627,86.5,39.73,China,75.52
Conference centre manager,Entertainment,Increasing,Moderate,89867.38,PhD,17,5031,2966,47.52,35.22,Germany,21.46
Academic librarian,IT,Increasing,High,61168.3,Associate Degree,19,1043,9907,56.51,96.63,Brazil,75.97
Technical author,Healthcare,Decreasing,High,60501.74,PhD,13,4708,4837,36.74,78.31,China,37.82
"Administrator, Civil Service",Manufacturing,Decreasing,Moderate,104070.34,Associate Degree,0,8214,7730,5.05,43.11,Canada,50.39
Mechanical engineer,IT,Decreasing,Moderate,128066.61,Master’s Degree,16,1915,315,33.02,71.63,Australia,48.86
"Producer, television/film/video",Retail,Increasing,Low,124065.16,Master’s Degree,4,381,4642,4.0,98.68,Canada,38.39
"Scientist, marine",Finance,Increasing,Moderate,118548.85,Master’s Degree,2,5845,5939,57.91,7.42,Australia,27.66
Company secretary,Entertainment,Decreasing,Moderate,33273.94,PhD,6,2213,4157,33.32,21.69,Australia,42.41
Nature conservation officer,Retail,Increasing,Low,95491.48,Master’s Degree,7,5988,9799,94.59,84.44,Australia,50.18
Barrister,Finance,Decreasing,Low,70828.19,High School,6,4876,9962,25.61,78.93,Germany,22.85
Structural engineer,Finance,Decreasing,Moderate,101888.9,High School,9,6970,4650,78.81,79.46,Canada,65.54
Sub,Education,Increasing,Low,101598.39,PhD,1,2105,619,11.4,28.2,India,51.19
Television camera operator,Healthcare,Increasing,Moderate,58717.74,Bachelor’s Degree,1,3349,3124,2.57,24.19,China,46.29
IT technical support officer,Education,Increasing,Moderate,134548.55,Associate Degree,14,1751,7171,9.7,51.44,China,77.92
Curator,IT,Decreasing,Low,68305.78,Associate Degree,6,5538,6367,12.6,85.73,China,40.93
Glass blower/designer,Manufacturing,Decreasing,Moderate,44168.5,Associate Degree,4,8641,7046,74.96,22.23,Canada,61.79
Midwife,Education,Increasing,High,101664.62,High School,6,9801,8983,41.44,98.37,Australia,63.38
Chartered public finance accountant,Finance,Increasing,High,126967.96,Associate Degree,3,5359,8180,95.77,72.25,Australia,38.07
Translator,Education,Increasing,Moderate,148784.94,Associate Degree,11,1444,4773,84.92,52.03,India,45.42
Theatre stage manager,Manufacturing,Increasing,Moderate,80978.3,PhD,1,5795,5512,59.37,82.65,Brazil,70.78
Diplomatic Services operational officer,Entertainment,Decreasing,Low,124604.28,PhD,0,3295,1590,52.53,52.26,Germany,64.08
"Pilot, airline",Retail,Decreasing,Low,114312.35,Master’s Degree,12,3983,5822,87.45,24.67,Brazil,48.18
Film/video editor,IT,Increasing,Moderate,92667.69,Associate Degree,9,4457,8640,37.73,56.73,USA,34.09
Arts administrator,IT,Decreasing,Moderate,146591.6,Master’s Degree,11,7836,8808,55.31,53.39,Germany,79.12
Primary school teacher,Manufacturing,Decreasing,High,34776.0,Associate Degree,18,6848,5499,70.71,89.96,UK,37.6
Research scientist (life sciences),Healthcare,Decreasing,High,143954.54,PhD,6,7216,439,36.22,32.14,Germany,24.89
Newspaper journalist,Manufacturing,Decreasing,Moderate,143656.61,Bachelor’s Degree,6,7799,5718,6.91,42.86,Brazil,27.28
Insurance claims handler,IT,Decreasing,High,60525.3,Bachelor’s Degree,5,8257,7914,1.17,74.15,India,63.7
Occupational therapist,Transportation,Decreasing,High,111914.37,PhD,1,9153,8733,48.89,41.04,Brazil,46.79
Dramatherapist,Finance,Increasing,High,134593.7,Master’s Degree,11,5364,3421,37.14,72.73,China,45.65
Volunteer coordinator,Retail,Decreasing,Moderate,136385.78,High School,5,5813,299,59.51,36.44,UK,75.31
"Producer, television/film/video",Healthcare,Decreasing,Moderate,122648.58,Master’s Degree,15,1382,8986,38.56,24.56,Brazil,47.17
Art therapist,Finance,Decreasing,High,63634.6,Bachelor’s Degree,9,5467,1767,24.71,20.46,Germany,54.04
"Psychologist, occupational",Transportation,Increasing,Moderate,117138.26,PhD,1,3658,6470,13.07,50.44,USA,79.5
"Scientist, water quality",Entertainment,Decreasing,Moderate,113734.04,PhD,9,1189,5216,53.42,27.53,UK,75.13
Clothing/textile technologist,Transportation,Decreasing,Moderate,64759.59,Associate Degree,9,4527,9328,27.52,24.9,Germany,68.08
Police officer,Education,Increasing,Low,106017.87,Master’s Degree,16,7706,2557,8.98,89.55,China,64.25
Water engineer,Education,Decreasing,Low,81747.49,High School,7,3575,9457,87.69,99.16,UK,64.46
"Physicist, medical",Manufacturing,Decreasing,Moderate,133472.93,Bachelor’s Degree,2,7557,984,52.15,89.34,Canada,63.85
Industrial buyer,IT,Decreasing,High,130708.91,High School,8,9202,5900,15.02,54.58,UK,68.81
Warden/ranger,Manufacturing,Decreasing,Low,116927.07,Master’s Degree,18,8377,506,18.2,58.4,Canada,61.67
"Scientist, product/process development",Finance,Decreasing,Moderate,127578.3,Master’s Degree,2,2507,6649,96.68,56.29,China,60.52
"Physicist, medical",Entertainment,Decreasing,Low,136692.87,Bachelor’s Degree,8,2928,8371,96.02,6.33,UK,61.42
"Psychotherapist, child",Manufacturing,Increasing,High,39125.51,Bachelor’s Degree,8,2392,6820,21.33,71.21,India,34.39
Insurance broker,IT,Increasing,Moderate,75280.38,High School,0,2718,8793,94.03,37.94,Brazil,61.3
Animator,Healthcare,Decreasing,Moderate,74121.17,PhD,16,2346,3684,84.62,87.84,China,21.62
Public relations account executive,Manufacturing,Increasing,Low,134294.67,Associate Degree,0,751,2772,37.01,77.14,China,60.38
Web designer,Entertainment,Increasing,High,35110.18,Bachelor’s Degree,14,851,7453,36.03,19.13,Australia,33.4
Estate agent,Manufacturing,Decreasing,High,64722.64,Associate Degree,16,6509,1428,27.79,30.33,China,66.08
"Optician, dispensing",Finance,Decreasing,Moderate,49598.19,High School,4,2272,9818,57.83,32.28,India,50.52
Medical laboratory scientific officer,Entertainment,Decreasing,Moderate,73050.81,Master’s Degree,2,5943,9087,49.77,71.51,UK,20.05
Chief Financial Officer,Healthcare,Increasing,Low,114692.86,High School,0,9455,1115,70.23,71.75,China,27.93
Museum education officer,Education,Increasing,Low,95048.02,PhD,0,270,2396,1.88,49.22,China,60.5
Oceanographer,Retail,Increasing,High,139252.78,PhD,11,8207,5275,20.34,4.16,Germany,32.03
Armed forces operational officer,Finance,Increasing,Low,136408.14,PhD,4,363,1078,52.31,6.38,India,23.31
Site engineer,Healthcare,Increasing,Low,146935.96,PhD,1,8099,5657,64.44,54.21,Germany,56.47
"Education officer, museum",Finance,Decreasing,Moderate,145263.85,High School,16,9045,8943,24.29,44.34,Germany,52.3
"Engineer, biomedical",Finance,Increasing,Moderate,103970.75,PhD,3,8627,4115,85.96,9.75,Canada,60.08
Quality manager,Retail,Decreasing,Moderate,147051.44,High School,2,6596,1898,78.79,86.06,Brazil,25.35
Lawyer,Entertainment,Decreasing,High,93482.74,Master’s Degree,4,9317,8335,48.44,32.82,USA,46.01
Contractor,Finance,Increasing,Low,89802.15,Associate Degree,20,7291,8938,4.85,34.25,Australia,45.23
Theatre manager,Entertainment,Increasing,Moderate,62175.14,High School,11,3886,570,6.58,38.26,China,71.96
Insurance broker,Healthcare,Decreasing,Low,46744.08,Master’s Degree,7,7697,6289,94.93,96.57,Brazil,31.97
Statistician,Finance,Decreasing,High,70529.84,Bachelor’s Degree,3,6416,5338,34.31,64.07,China,22.25
"Designer, blown glass/stained glass",Education,Increasing,Moderate,86107.78,Bachelor’s Degree,4,9063,1400,46.52,27.16,Australia,48.43
"Librarian, public",Transportation,Increasing,High,106686.0,Bachelor’s Degree,12,2286,1051,48.65,23.47,India,79.23
Senior tax professional/tax inspector,Manufacturing,Decreasing,Moderate,83013.53,Master’s Degree,17,9886,2331,88.67,80.94,USA,60.46
Research scientist (maths),Healthcare,Decreasing,Moderate,87060.91,Master’s Degree,17,8201,1379,72.98,14.64,Brazil,73.42
Veterinary surgeon,Healthcare,Increasing,Moderate,124721.63,Master’s Degree,0,332,1886,54.07,74.6,India,75.94
Ceramics designer,IT,Decreasing,Low,107584.19,Associate Degree,5,255,8630,68.9,0.81,Brazil,39.27
"Radiographer, diagnostic",Manufacturing,Increasing,Moderate,109363.8,High School,15,716,1421,63.31,83.37,USA,45.45
"Surveyor, minerals",Healthcare,Decreasing,Moderate,109863.4,Bachelor’s Degree,8,5029,9009,17.1,72.08,India,46.36
"Engineer, electronics",Education,Increasing,Low,46948.05,PhD,9,5855,5934,98.79,51.92,India,31.1
Lobbyist,Manufacturing,Increasing,Low,45700.39,Master’s Degree,4,6879,2091,95.83,70.06,China,26.57
Financial risk analyst,Entertainment,Decreasing,Low,96414.97,Master’s Degree,6,2519,6695,24.37,15.82,India,44.97
"Engineer, biomedical",IT,Increasing,Moderate,37000.66,High School,19,4214,1839,2.87,95.14,Germany,41.93
Solicitor,Education,Increasing,High,49940.12,Bachelor’s Degree,5,9080,7796,21.67,62.62,Australia,42.07
Proofreader,Transportation,Increasing,Moderate,142188.89,Bachelor’s Degree,17,1646,1563,17.84,99.39,Canada,24.77
Animator,Entertainment,Increasing,Moderate,109451.02,Master’s Degree,3,9972,9056,53.28,35.22,India,37.8
Chief Technology Officer,Education,Increasing,Moderate,106469.11,Master’s Degree,2,711,7146,20.3,60.71,UK,44.52
Occupational psychologist,Transportation,Decreasing,Moderate,60340.64,Master’s Degree,19,8218,3499,61.23,33.77,China,24.93
Exercise physiologist,Healthcare,Increasing,Moderate,136607.04,PhD,2,3612,4896,33.39,18.58,India,40.34
Armed forces operational officer,Healthcare,Decreasing,Low,139493.89,Associate Degree,3,7527,2246,65.91,95.7,Australia,36.49
Media planner,Healthcare,Increasing,Moderate,56271.75,Associate Degree,1,1944,6567,61.24,37.78,India,67.7
Education administrator,Finance,Decreasing,Moderate,46670.63,Master’s Degree,0,7099,3231,47.24,60.27,USA,41.16
"Journalist, magazine",Retail,Increasing,High,110232.41,Master’s Degree,10,3213,8577,31.37,18.24,Australia,22.06
Clothing/textile technologist,Retail,Decreasing,High,75657.01,Associate Degree,0,4823,2385,35.78,0.87,China,21.11
Environmental education officer,Finance,Increasing,High,37830.14,Associate Degree,0,8190,1153,28.87,14.95,Germany,33.08
Medical secretary,Education,Decreasing,Low,65143.35,Associate Degree,7,6404,5984,13.2,50.18,Brazil,33.68
Biomedical scientist,IT,Decreasing,High,44748.52,PhD,20,7966,1286,2.23,77.6,UK,65.08
Bonds trader,Manufacturing,Decreasing,Moderate,72480.77,High School,12,2182,5662,24.92,24.49,China,39.33
Sales executive,Retail,Increasing,High,50875.84,PhD,1,696,9390,75.35,99.07,Germany,65.29
Amenity horticulturist,Finance,Decreasing,High,34947.05,Master’s Degree,20,6832,4257,87.28,48.06,China,61.07
Midwife,IT,Decreasing,Moderate,66935.78,PhD,15,6567,6943,38.06,51.08,Australia,68.03
"Research officer, political party",Education,Increasing,Moderate,88211.09,PhD,14,2440,2653,65.58,33.78,Australia,33.42
Commissioning editor,Education,Increasing,High,82475.44,Bachelor’s Degree,15,1910,5773,63.08,65.61,India,51.23
Theatre director,Healthcare,Increasing,Moderate,75971.26,PhD,1,4282,7090,31.88,70.93,Australia,36.33
Illustrator,Education,Decreasing,Moderate,123093.45,Master’s Degree,18,4546,2970,1.3,10.28,Australia,57.57
"Scientist, biomedical",IT,Decreasing,Low,93477.36,Master’s Degree,19,6644,6824,39.15,12.68,Canada,64.91
Tour manager,Entertainment,Decreasing,Moderate,32238.37,High School,1,2617,3113,24.33,22.95,Canada,53.21
"Engineer, structural",Retail,Increasing,Moderate,84657.42,High School,8,2069,5332,55.79,19.45,Canada,26.72
Outdoor activities/education manager,Education,Decreasing,Moderate,134035.87,PhD,12,1992,2453,51.02,46.66,Canada,77.05
Conference centre manager,Entertainment,Decreasing,Low,98309.38,High School,14,6086,4671,39.13,30.76,China,49.92
"Education officer, museum",Retail,Increasing,Moderate,136654.03,Master’s Degree,17,4180,1348,31.13,57.51,USA,79.14
"Engineer, broadcasting (operations)",Retail,Increasing,High,90569.46,High School,10,7285,7159,70.43,40.95,India,59.43
"Designer, textile",IT,Increasing,Low,126250.31,PhD,1,8534,9273,68.01,64.69,China,67.21
Market researcher,Healthcare,Decreasing,Low,92234.47,PhD,1,7645,5888,18.62,79.64,Germany,47.68
Air cabin crew,Healthcare,Increasing,Moderate,87656.16,Master’s Degree,4,6328,1599,22.16,3.07,USA,57.57
Web designer,Retail,Decreasing,Moderate,81927.26,Master’s Degree,7,5170,252,9.81,50.55,Canada,63.21
Energy manager,Retail,Decreasing,High,76472.98,High School,6,769,5329,41.68,42.32,Brazil,59.81
Chartered accountant,Finance,Increasing,Moderate,147424.5,Master’s Degree,9,8135,8339,68.06,26.42,USA,34.21
Armed forces operational officer,Retail,Increasing,Moderate,132098.73,Associate Degree,13,3308,3471,11.5,88.27,China,48.36
Electrical engineer,Education,Increasing,Low,94270.36,PhD,17,9535,4811,77.23,92.1,China,23.93
Diplomatic Services operational officer,Entertainment,Decreasing,Low,91951.95,PhD,14,1773,6942,32.23,1.88,Brazil,39.51
Farm manager,Entertainment,Increasing,Moderate,104727.2,Bachelor’s Degree,17,9475,3732,1.17,11.68,India,42.34
Early years teacher,Transportation,Increasing,Low,143692.8,Master’s Degree,1,7645,9377,21.65,28.29,Australia,33.72
Logistics and distribution manager,Finance,Decreasing,Moderate,34797.33,High School,3,7621,5351,48.54,23.5,Brazil,69.83
"Engineer, manufacturing",Education,Decreasing,High,107592.11,Master’s Degree,15,6987,171,64.72,19.57,China,39.13
Contracting civil engineer,Manufacturing,Decreasing,Moderate,64996.2,High School,6,9521,1437,22.13,97.02,Brazil,71.19
"Therapist, occupational",Entertainment,Decreasing,High,40203.12,Associate Degree,17,7383,9960,31.13,86.62,Brazil,66.74
"Editor, commissioning",IT,Decreasing,High,131404.75,PhD,4,9955,5893,32.16,24.74,USA,59.25
Immigration officer,Education,Decreasing,High,84628.4,Associate Degree,12,8229,3258,77.09,56.71,China,25.92
Building services engineer,Healthcare,Decreasing,Low,130189.37,Associate Degree,19,7460,9610,35.16,51.43,USA,30.72
Furniture designer,Entertainment,Increasing,High,97437.66,Associate Degree,3,5968,3892,31.34,11.08,Australia,42.62
Research scientist (medical),Transportation,Decreasing,Moderate,69987.42,Associate Degree,16,5734,5508,3.17,86.03,USA,50.94
"Designer, interior/spatial",Transportation,Increasing,Low,118391.5,Master’s Degree,7,8953,6289,95.82,12.95,Germany,30.18
Technical sales engineer,Entertainment,Increasing,High,104902.51,PhD,20,1172,1458,99.99,82.09,Australia,59.08
"Psychologist, prison and probation services",IT,Decreasing,High,140514.67,Master’s Degree,19,8314,3799,1.39,28.26,UK,34.06
Herpetologist,Manufacturing,Decreasing,Low,137364.07,High School,20,635,7067,91.03,2.21,UK,48.31
"Social research officer, government",Healthcare,Increasing,Low,84250.57,PhD,15,857,2209,12.17,16.18,Brazil,46.03
Make,Education,Increasing,Low,33941.51,Bachelor’s Degree,0,4011,3276,12.26,70.08,India,37.79
"Journalist, broadcasting",Healthcare,Increasing,High,80915.4,High School,0,333,5312,41.36,0.86,USA,28.77
Accommodation manager,Entertainment,Decreasing,Low,73673.07,Bachelor’s Degree,6,7390,6656,40.63,57.12,Canada,71.18
"Engineer, materials",Retail,Decreasing,Moderate,65040.38,High School,7,1283,1644,32.07,68.75,UK,36.62
"Teacher, primary school",Finance,Decreasing,High,83080.28,High School,15,1762,417,67.18,59.49,Australia,35.31
"Designer, textile",Education,Decreasing,Low,91684.56,Master’s Degree,1,7845,8552,50.91,78.92,Germany,52.41
Dancer,Transportation,Increasing,Moderate,43659.4,Bachelor’s Degree,7,8376,6725,61.82,88.94,USA,79.78
Chiropractor,Entertainment,Decreasing,High,34715.88,Master’s Degree,5,8372,7751,11.37,97.07,USA,23.43
Probation officer,Retail,Decreasing,High,33912.92,Master’s Degree,0,799,5659,33.49,21.84,USA,24.88
Chief Marketing Officer,Manufacturing,Decreasing,High,75270.34,High School,6,8338,8351,67.74,62.76,Germany,59.32
"Embryologist, clinical",Finance,Increasing,Moderate,38306.95,PhD,0,5984,9160,34.77,4.4,Canada,77.17
Armed forces technical officer,Healthcare,Increasing,Moderate,142204.59,Associate Degree,4,1180,5885,48.09,8.98,Brazil,58.97
Public relations account executive,IT,Decreasing,Moderate,127937.13,Associate Degree,3,9677,1790,99.99,30.07,India,68.19
"Therapist, speech and language",Entertainment,Increasing,Moderate,53301.52,High School,7,1022,1000,8.87,10.13,Canada,48.51
Music tutor,IT,Decreasing,Moderate,44276.45,Associate Degree,9,3407,1604,90.09,9.46,Germany,76.05
Clinical cytogeneticist,Education,Decreasing,High,145020.51,Associate Degree,13,9440,5161,49.53,70.96,USA,79.78
Economist,Education,Increasing,Moderate,65889.13,Master’s Degree,4,7929,2506,0.05,34.62,Germany,21.73
Retail banker,Finance,Increasing,Moderate,102626.08,Master’s Degree,8,3009,3064,64.49,85.63,UK,54.07
Senior tax professional/tax inspector,IT,Increasing,Moderate,133155.54,PhD,9,8021,7055,56.83,70.76,Canada,61.27
"Runner, broadcasting/film/video",Transportation,Increasing,Low,99134.68,Bachelor’s Degree,13,3074,3932,62.86,37.13,Brazil,53.86
Science writer,Transportation,Increasing,Low,135781.06,High School,10,3551,7181,52.57,46.79,UK,66.23
Print production planner,Transportation,Increasing,Moderate,32600.34,Associate Degree,14,4020,3077,99.84,66.93,Canada,70.38
Glass blower/designer,IT,Decreasing,High,130821.59,Associate Degree,12,533,6577,32.98,33.78,India,75.27
"Development worker, community",Manufacturing,Increasing,High,81316.47,High School,10,9782,7088,77.74,74.5,Canada,33.98
"Surveyor, commercial/residential",Education,Increasing,Moderate,72328.12,Associate Degree,11,6640,3547,76.74,24.87,UK,74.59
Best boy,Healthcare,Increasing,Low,140545.28,Bachelor’s Degree,1,9395,7641,68.49,40.17,Australia,39.63
"Sound technician, broadcasting/film/video",Education,Decreasing,Moderate,43023.5,Master’s Degree,20,9764,8697,20.03,59.26,Australia,68.18
Corporate treasurer,Transportation,Decreasing,High,89794.92,Bachelor’s Degree,20,5495,7905,7.69,29.54,China,67.61
"Clinical scientist, histocompatibility and immunogenetics",Healthcare,Increasing,Low,149054.24,PhD,13,6934,4424,91.06,71.97,Australia,41.26
"Development worker, international aid",Manufacturing,Increasing,Moderate,37595.37,High School,7,6676,1131,68.91,96.93,Australia,27.77
"Accountant, chartered",Manufacturing,Decreasing,High,30219.77,Bachelor’s Degree,11,890,9095,16.02,98.88,UK,79.85
Physiotherapist,IT,Decreasing,High,132705.22,Bachelor’s Degree,11,999,4099,73.36,78.99,Brazil,30.62
Tourist information centre manager,Retail,Increasing,Moderate,105609.33,Bachelor’s Degree,12,472,9580,5.28,20.98,China,36.1
"Programmer, applications",Retail,Decreasing,High,134298.19,Master’s Degree,0,2524,7789,27.7,51.69,USA,36.71
"Education officer, environmental",Manufacturing,Increasing,Moderate,145634.49,PhD,13,9788,4321,19.81,32.11,China,27.2
Counsellor,Retail,Decreasing,Moderate,62020.86,PhD,10,3105,1529,25.33,43.55,UK,77.16
Furniture conservator/restorer,Retail,Increasing,Moderate,35292.12,Bachelor’s Degree,11,1169,4212,32.02,89.0,Brazil,49.74
"Engineer, structural",Entertainment,Increasing,Low,89948.87,PhD,11,7205,8207,85.96,58.52,Brazil,23.66
Media planner,Entertainment,Decreasing,Moderate,125530.26,PhD,3,4719,2855,75.29,90.49,USA,32.61
"Investment banker, corporate",Education,Increasing,High,42164.52,Master’s Degree,16,6038,2037,94.5,50.05,China,45.03
Energy engineer,Healthcare,Decreasing,High,120863.14,High School,0,3641,6021,5.12,80.24,UK,43.65
"Therapist, speech and language",Education,Decreasing,High,118040.51,High School,8,4196,4001,11.76,93.22,India,77.72
Government social research officer,Finance,Increasing,High,36010.4,Bachelor’s Degree,8,9057,5019,7.12,21.26,Canada,32.96
Production manager,Education,Increasing,Moderate,59282.01,Bachelor’s Degree,3,9346,3942,98.02,3.98,Germany,54.26
Operational investment banker,Manufacturing,Decreasing,Low,57628.24,Master’s Degree,7,9152,1028,20.35,19.64,Brazil,39.67
Drilling engineer,Finance,Decreasing,Low,52313.0,High School,19,6384,1122,90.11,22.18,Germany,27.39
Nature conservation officer,Education,Decreasing,Moderate,82615.64,Master’s Degree,2,6176,8627,77.8,5.15,Brazil,28.83
"Journalist, magazine",Finance,Decreasing,Moderate,33280.86,Master’s Degree,16,1582,1290,40.63,66.4,USA,45.73
Risk manager,Retail,Decreasing,Low,95523.68,Bachelor’s Degree,1,9920,2781,89.9,90.09,Brazil,21.06
Aeronautical engineer,Finance,Decreasing,Low,110326.59,Associate Degree,11,516,1584,61.23,2.9,India,39.48
Mechanical engineer,Retail,Increasing,Low,77818.04,Master’s Degree,5,6371,6193,0.16,5.81,Brazil,28.12
Quality manager,Healthcare,Increasing,Moderate,114694.16,Master’s Degree,14,226,9918,65.61,67.97,Germany,72.75
Editorial assistant,IT,Decreasing,High,73726.1,Bachelor’s Degree,2,9988,1905,8.78,11.73,Canada,76.4
"Engineer, production",Education,Increasing,Moderate,134247.67,Master’s Degree,10,9853,1377,8.29,65.72,China,66.69
"Psychologist, clinical",Entertainment,Decreasing,Moderate,91246.06,PhD,17,4178,9360,3.84,57.51,India,26.51
Osteopath,IT,Increasing,Moderate,36112.32,Associate Degree,10,5069,6184,97.68,61.36,USA,24.07
"Engineer, communications",Transportation,Decreasing,Low,123872.1,Master’s Degree,8,6309,2452,18.25,56.24,India,64.19
Local government officer,Transportation,Increasing,Moderate,49374.61,Master’s Degree,1,4461,3413,72.09,51.63,UK,46.34
Public affairs consultant,Retail,Decreasing,High,148326.08,Associate Degree,16,984,7888,99.07,29.38,India,70.52
Technical brewer,Finance,Increasing,Low,41998.34,Associate Degree,6,518,8496,14.35,2.82,India,63.92
Town planner,Retail,Decreasing,Moderate,69674.47,Associate Degree,3,2647,575,77.34,36.62,Brazil,64.88
Public house manager,Manufacturing,Decreasing,Low,98934.31,Associate Degree,9,7352,1915,33.09,95.72,Australia,37.99
Theme park manager,Transportation,Increasing,High,102690.69,High School,7,6094,3859,86.41,41.54,Germany,71.84
Aid worker,Manufacturing,Decreasing,High,148451.82,Master’s Degree,9,2463,3031,45.0,31.2,Germany,23.15
Diagnostic radiographer,Finance,Decreasing,Low,48626.31,High School,2,8625,5230,48.95,66.29,Brazil,57.28
Senior tax professional/tax inspector,Finance,Increasing,Moderate,35712.81,Master’s Degree,4,8621,8279,22.76,97.81,India,28.79
Clinical cytogeneticist,Retail,Decreasing,High,115453.74,Associate Degree,19,7935,8409,86.9,23.53,USA,50.31
Land/geomatics surveyor,Education,Decreasing,Low,113608.07,Bachelor’s Degree,5,3775,9090,98.22,93.92,Canada,66.88
Musician,Finance,Increasing,High,38137.38,Master’s Degree,16,823,6402,53.73,99.72,India,55.25
General practice doctor,IT,Decreasing,Moderate,137937.96,PhD,17,2400,1957,23.41,3.88,UK,67.22
Product designer,Retail,Decreasing,Low,140977.94,PhD,10,7136,1388,27.64,67.04,Canada,34.67
"Surveyor, planning and development",Finance,Decreasing,Low,88140.09,Master’s Degree,12,7352,6434,59.6,55.6,UK,40.75
Transport planner,Entertainment,Decreasing,High,141888.75,Master’s Degree,18,7938,7089,94.92,31.35,Germany,73.87
Oncologist,Education,Increasing,Low,36617.97,Master’s Degree,14,3052,5699,24.45,8.95,Brazil,77.35
Museum education officer,Finance,Decreasing,High,51889.99,PhD,11,7016,7577,99.77,31.75,Brazil,51.88
Environmental health practitioner,Transportation,Decreasing,Moderate,143595.92,PhD,11,6553,8209,1.38,61.67,Germany,34.89
Landscape architect,Retail,Decreasing,Low,90138.8,PhD,19,8108,6308,44.68,35.3,Brazil,72.89
Licensed conveyancer,Entertainment,Increasing,Moderate,37724.63,PhD,0,3259,9674,52.92,75.09,Brazil,70.89
"Surveyor, hydrographic",IT,Increasing,Moderate,134865.53,Bachelor’s Degree,18,2292,7753,48.82,36.53,China,25.45
Dramatherapist,Finance,Increasing,Moderate,40178.94,High School,17,5937,4363,0.84,23.79,Australia,46.13
Scientific laboratory technician,Manufacturing,Increasing,Moderate,72130.35,Bachelor’s Degree,5,7972,4409,34.79,88.53,China,69.69
Armed forces training and education officer,Retail,Increasing,Moderate,121441.69,High School,12,3803,9980,39.15,38.74,Germany,46.77
Ranger/warden,Transportation,Decreasing,Moderate,89709.66,PhD,0,5476,3628,50.01,98.0,USA,42.02
"Engineer, manufacturing",Manufacturing,Decreasing,Low,92751.64,High School,3,7543,4017,34.18,90.24,Germany,70.29
"Designer, blown glass/stained glass",Finance,Decreasing,Low,50743.72,Associate Degree,19,1237,8134,76.56,8.38,Australia,60.79
Community pharmacist,Manufacturing,Decreasing,High,64056.53,Associate Degree,6,8116,9749,35.3,69.11,Germany,45.17
Academic librarian,IT,Increasing,Moderate,57745.33,Master’s Degree,18,745,9355,36.9,16.12,Australia,27.62
Geophysicist/field seismologist,Healthcare,Increasing,Low,112645.19,Master’s Degree,13,7726,8044,95.58,93.51,China,63.88
Retail manager,Entertainment,Decreasing,Moderate,143649.14,Associate Degree,11,3332,870,88.69,75.63,Canada,44.24
"Surveyor, minerals",Retail,Increasing,High,130779.53,PhD,16,7338,5414,5.4,40.59,Germany,66.34
Field seismologist,Transportation,Increasing,Low,124962.02,Bachelor’s Degree,9,6060,6408,82.38,31.64,Germany,39.21
Electrical engineer,IT,Decreasing,Moderate,143849.48,PhD,7,1896,1554,7.64,18.74,Canada,54.07
Fashion designer,Manufacturing,Decreasing,Low,134942.37,Associate Degree,2,2105,3531,0.86,71.16,Canada,48.98
Fitness centre manager,Entertainment,Increasing,Low,30690.19,High School,16,8054,2084,65.51,32.33,China,33.23
"Surveyor, minerals",Retail,Decreasing,High,117561.31,Associate Degree,19,1353,6921,9.96,78.26,India,69.68
"Scientist, water quality",IT,Increasing,High,38660.97,Master’s Degree,1,7605,6816,30.15,54.98,USA,49.28
Arts development officer,Manufacturing,Decreasing,High,109000.64,Master’s Degree,5,8816,1126,82.38,2.25,Australia,45.29
Operational researcher,Entertainment,Increasing,High,129504.12,PhD,17,8922,2117,1.94,42.93,China,36.13
Fast food restaurant manager,IT,Decreasing,High,94103.94,Bachelor’s Degree,19,6105,5276,28.97,3.94,Germany,49.88
Contracting civil engineer,Education,Increasing,Low,109893.61,Bachelor’s Degree,1,8145,9514,17.71,24.61,Canada,28.61
Product manager,Retail,Increasing,Low,74689.37,Master’s Degree,10,8331,9221,16.95,72.24,Germany,27.76
Government social research officer,Finance,Decreasing,Moderate,75585.52,High School,12,3191,1825,53.42,33.02,India,46.3
Forensic scientist,Manufacturing,Decreasing,High,130369.44,Master’s Degree,15,6279,2159,33.64,93.71,India,70.16
Biomedical engineer,IT,Decreasing,Low,67353.05,Bachelor’s Degree,19,7403,578,84.72,53.33,USA,78.87
Glass blower/designer,Manufacturing,Decreasing,Low,35875.61,PhD,9,9729,3843,20.47,50.94,Australia,31.2
"Administrator, Civil Service",Healthcare,Increasing,Low,52723.42,Associate Degree,11,459,4467,85.98,36.42,Australia,41.2
Rural practice surveyor,Transportation,Increasing,Moderate,60230.82,Associate Degree,11,7351,1594,34.52,18.39,Brazil,62.38
"Scientist, research (physical sciences)",Education,Increasing,High,94068.29,Associate Degree,6,7303,2439,83.98,65.68,Germany,34.44
Insurance broker,Manufacturing,Increasing,High,64246.27,Bachelor’s Degree,20,5742,3532,57.49,66.83,Brazil,21.87
"Journalist, newspaper",Healthcare,Increasing,High,41132.23,Master’s Degree,12,6255,9316,55.24,64.31,USA,74.93
"Copywriter, advertising",Manufacturing,Decreasing,Low,40338.37,PhD,6,573,7050,66.86,65.89,USA,62.87
Arboriculturist,IT,Increasing,Low,139808.73,Master’s Degree,19,1299,709,85.03,97.16,UK,36.63
"Scientist, research (physical sciences)",Education,Decreasing,Low,88629.58,Bachelor’s Degree,13,9890,4787,34.06,15.75,Canada,63.12
"Designer, furniture",Manufacturing,Increasing,Low,54437.71,Bachelor’s Degree,18,7517,9087,75.47,1.78,Australia,41.91
Information officer,Manufacturing,Decreasing,Moderate,72001.87,Master’s Degree,2,8246,736,65.18,14.33,Australia,76.59
Advertising art director,Finance,Increasing,High,67153.14,Master’s Degree,3,2355,9272,27.45,43.41,Australia,76.9
Barrister's clerk,IT,Increasing,High,38824.32,Bachelor’s Degree,12,6912,8869,23.05,31.15,Australia,66.7
Ecologist,Transportation,Increasing,High,77185.12,High School,13,7340,5648,57.28,41.51,Germany,47.47
Sports therapist,Entertainment,Decreasing,Low,89396.42,Bachelor’s Degree,0,3800,9990,26.68,68.11,UK,58.9
Environmental manager,Education,Decreasing,High,38612.3,Associate Degree,14,5585,8051,12.99,55.74,Brazil,30.2
"Engineer, civil (contracting)",Retail,Increasing,High,136350.24,Associate Degree,17,1581,2332,98.5,8.14,India,51.84
Armed forces training and education officer,Finance,Decreasing,High,123013.89,Bachelor’s Degree,2,366,1300,63.37,64.52,Brazil,76.56
Actor,Transportation,Decreasing,Moderate,87037.42,Bachelor’s Degree,6,5209,3024,51.37,76.7,Australia,78.64
Structural engineer,Manufacturing,Increasing,Moderate,134807.2,Master’s Degree,2,2965,8214,42.3,6.12,Germany,68.46
Building control surveyor,Healthcare,Decreasing,High,138139.05,High School,6,3078,142,42.26,33.19,India,64.41
Probation officer,Entertainment,Increasing,High,134423.55,Bachelor’s Degree,7,4454,7513,62.1,35.98,Brazil,78.27
"Presenter, broadcasting",Transportation,Decreasing,Low,126318.47,Bachelor’s Degree,11,8168,1611,86.83,11.28,Germany,79.3
Mental health nurse,Finance,Decreasing,High,97951.86,Associate Degree,13,9193,268,6.01,45.58,Germany,64.41
Sales promotion account executive,IT,Increasing,Moderate,81813.23,Bachelor’s Degree,3,3423,662,77.23,15.43,UK,72.83
Animal technologist,IT,Increasing,Low,144329.24,PhD,6,1300,6873,12.66,14.99,Australia,79.61
Metallurgist,Entertainment,Increasing,Low,73100.88,PhD,18,229,1773,94.28,54.76,Australia,66.37
Press sub,Entertainment,Decreasing,High,114379.71,High School,16,1804,592,24.17,74.94,USA,65.47
Social researcher,Finance,Increasing,High,36341.04,Associate Degree,12,4416,7533,28.8,24.29,Australia,76.8
Pathologist,Entertainment,Increasing,High,136217.15,PhD,5,2722,9490,62.89,90.72,Canada,30.27
"Engineer, manufacturing",Healthcare,Increasing,High,69863.37,High School,7,8319,5752,52.06,45.28,USA,70.47
"Lecturer, further education",Entertainment,Decreasing,High,136688.93,High School,5,7479,1129,25.2,86.84,India,65.91
Senior tax professional/tax inspector,Finance,Decreasing,High,62344.74,Master’s Degree,4,436,7920,29.56,64.37,Canada,33.76
Further education lecturer,IT,Increasing,Moderate,99398.61,Master’s Degree,2,8989,151,48.16,13.14,UK,57.08
Minerals surveyor,Education,Increasing,High,54064.72,PhD,7,4498,6058,77.88,32.76,Canada,47.47
Fashion designer,Entertainment,Decreasing,High,129679.52,High School,7,727,8529,97.72,97.0,Australia,76.4
Private music teacher,Finance,Increasing,Low,48587.55,Bachelor’s Degree,0,7825,1989,1.55,98.33,Brazil,20.71
Clinical molecular geneticist,Entertainment,Decreasing,Moderate,105496.35,PhD,12,6099,1209,11.8,90.59,USA,34.7
Tourist information centre manager,Entertainment,Decreasing,High,34719.21,PhD,3,7068,8056,86.07,89.29,Brazil,63.93
"Surveyor, building",Transportation,Increasing,Low,123710.8,Associate Degree,7,3943,4855,55.6,59.58,Canada,53.45
Sport and exercise psychologist,Education,Decreasing,Moderate,78445.13,Bachelor’s Degree,19,9672,3904,13.54,38.2,Germany,77.75
Tax adviser,Finance,Decreasing,Moderate,129731.78,High School,13,2815,9473,89.26,1.71,UK,33.19
Neurosurgeon,Entertainment,Decreasing,Moderate,57846.81,Associate Degree,3,1954,8143,33.25,29.49,China,68.72
Psychiatric nurse,Education,Increasing,High,77825.41,Bachelor’s Degree,5,4486,4469,46.35,2.84,India,38.17
Hydrographic surveyor,Transportation,Increasing,Moderate,51107.77,PhD,3,2588,592,2.1,31.25,Germany,78.64
Games developer,Transportation,Increasing,High,49951.27,PhD,15,678,1316,83.94,15.49,Brazil,26.43
"Journalist, magazine",Healthcare,Decreasing,Moderate,40238.14,High School,6,2492,7824,6.78,73.41,Australia,51.41
Facilities manager,Finance,Decreasing,Moderate,140648.9,High School,9,6455,7445,6.51,64.3,USA,72.12
Barista,Transportation,Decreasing,Low,85935.54,Bachelor’s Degree,10,8160,5637,65.2,94.79,India,56.83
"Administrator, Civil Service",Education,Increasing,Moderate,91717.42,High School,16,6782,5545,54.08,94.44,Australia,73.94
Animal technologist,Healthcare,Decreasing,High,43804.1,Master’s Degree,2,2764,7115,42.98,57.38,Australia,38.26
Social researcher,Retail,Increasing,High,120763.13,PhD,3,8557,3200,44.15,25.67,Brazil,40.74
"Designer, industrial/product",Finance,Increasing,Low,133185.29,Bachelor’s Degree,13,658,1425,76.66,8.22,Brazil,37.58
Actuary,Retail,Increasing,Moderate,82330.11,Associate Degree,3,3195,3278,33.41,27.23,India,24.47
"Production assistant, radio",Healthcare,Increasing,High,104337.69,Bachelor’s Degree,0,3173,1937,33.95,31.82,Canada,64.46
Illustrator,IT,Increasing,Moderate,131443.1,PhD,15,823,690,79.3,93.83,Australia,27.0
Structural engineer,Entertainment,Decreasing,High,83698.5,PhD,10,3397,894,50.53,5.19,Brazil,38.63
Herpetologist,Finance,Decreasing,Moderate,92528.79,Master’s Degree,8,9419,7377,36.71,43.79,Australia,49.19
Television/film/video producer,Transportation,Decreasing,Moderate,149481.71,Associate Degree,19,2647,2832,9.16,20.18,China,30.63
Commercial art gallery manager,Education,Decreasing,High,68896.13,High School,1,7913,6196,62.23,38.03,India,49.55
"Surveyor, rural practice",Entertainment,Decreasing,Moderate,76367.06,Master’s Degree,10,9909,5372,37.58,15.08,Australia,44.15
Waste management officer,Retail,Decreasing,Low,139812.4,Associate Degree,8,528,5225,97.29,41.4,USA,56.92
Holiday representative,Education,Decreasing,Low,42539.87,Associate Degree,17,5249,7902,90.52,26.47,Australia,22.96
Nutritional therapist,Retail,Decreasing,High,88960.55,Bachelor’s Degree,18,9851,597,18.16,8.41,UK,33.68
Dispensing optician,Manufacturing,Decreasing,High,83726.28,PhD,2,1015,6448,33.4,87.54,USA,65.78
Magazine journalist,Transportation,Increasing,High,126255.42,Bachelor’s Degree,9,7763,6743,18.56,11.01,Germany,38.28
Warehouse manager,Education,Increasing,Low,32728.81,Master’s Degree,6,2473,7158,31.45,44.72,USA,65.29
Charity officer,Transportation,Decreasing,High,129421.49,Bachelor’s Degree,15,8152,7284,47.0,90.21,Germany,73.34
Naval architect,Finance,Increasing,High,95090.62,High School,13,6333,7672,37.12,29.49,India,24.83
Police officer,IT,Decreasing,High,132250.44,High School,14,6529,6177,28.8,60.42,USA,75.0
"Social research officer, government",Finance,Increasing,High,148689.05,PhD,10,5265,213,51.16,64.8,UK,77.87
Electrical engineer,Manufacturing,Decreasing,Low,83074.87,High School,18,295,8192,1.06,97.6,Australia,69.06
"Education officer, environmental",Healthcare,Decreasing,High,87005.94,PhD,19,6646,7865,0.82,94.91,UK,65.57
Midwife,Education,Increasing,Moderate,32903.71,Associate Degree,9,4433,5720,66.95,8.26,China,78.58
"Scientist, product/process development",IT,Decreasing,Low,130426.84,PhD,19,7163,7750,94.14,92.17,Brazil,25.85
"Doctor, general practice",Entertainment,Decreasing,Moderate,83605.06,Associate Degree,19,3807,389,47.86,34.35,UK,32.24
Claims inspector/assessor,Transportation,Decreasing,Low,136078.78,PhD,11,6213,3226,53.3,94.26,China,53.14
Nutritional therapist,Finance,Increasing,High,149720.27,Bachelor’s Degree,1,7538,6984,59.67,41.24,UK,47.51
Further education lecturer,Finance,Decreasing,Low,56928.01,Master’s Degree,2,1105,1684,5.44,58.46,Germany,64.95
"Administrator, charities/voluntary organisations",IT,Increasing,Moderate,81693.15,High School,16,1611,2579,91.41,62.48,China,67.2
"Scientist, clinical (histocompatibility and immunogenetics)",Finance,Increasing,High,39214.56,PhD,4,4212,6487,25.31,51.73,UK,43.33
Garment/textile technologist,Manufacturing,Decreasing,Low,89493.0,PhD,2,3178,2206,77.1,43.45,China,43.64
Engineering geologist,Finance,Decreasing,Low,62326.04,High School,10,1389,2818,41.44,71.66,Canada,78.74
"Editor, commissioning",Transportation,Increasing,High,122055.62,Master’s Degree,0,2287,6407,32.08,70.31,USA,43.06
Location manager,IT,Increasing,Moderate,37972.32,Master’s Degree,18,3032,1131,34.6,31.92,Brazil,64.78
Actor,Entertainment,Increasing,Moderate,54442.13,Associate Degree,0,9814,1874,90.27,18.17,Canada,32.05
Field seismologist,Transportation,Decreasing,Moderate,129644.65,Master’s Degree,2,4769,8398,60.16,18.42,Germany,45.51
Marine scientist,IT,Increasing,Low,50130.72,PhD,5,6516,2899,24.18,68.18,Brazil,45.1
Fisheries officer,Finance,Decreasing,Low,66893.91,PhD,16,1934,1261,17.96,86.52,Germany,22.19
Tax adviser,Finance,Increasing,Low,143060.37,Bachelor’s Degree,17,5694,4662,83.98,30.85,Germany,40.1
Fast food restaurant manager,Healthcare,Decreasing,Moderate,73712.07,Associate Degree,20,4425,8128,42.52,39.31,USA,28.01
Quarry manager,Finance,Increasing,High,87058.27,High School,2,7817,709,37.47,72.66,Germany,77.33
Colour technologist,IT,Increasing,High,111711.75,PhD,20,6801,181,11.58,92.96,UK,29.26
"Development worker, international aid",Finance,Increasing,Low,125360.77,Associate Degree,18,935,1612,80.52,53.59,China,62.95
"Engineer, drilling",IT,Decreasing,Low,42450.6,Master’s Degree,1,4485,7636,16.73,93.24,Germany,70.09
"Designer, multimedia",IT,Increasing,Moderate,109868.08,High School,15,1024,3423,40.38,60.34,Brazil,50.68
Hydrologist,Manufacturing,Increasing,High,100097.03,High School,8,8004,5124,82.7,89.8,India,38.69
Cabin crew,Entertainment,Decreasing,Moderate,57578.16,Associate Degree,13,469,9800,49.51,92.94,USA,70.18
Health service manager,Retail,Decreasing,Moderate,123577.66,Associate Degree,19,3974,9351,43.84,50.34,India,74.73
Contracting civil engineer,IT,Decreasing,High,35894.81,PhD,6,387,2361,98.32,79.51,Canada,47.85
"Engineer, energy",Entertainment,Increasing,Moderate,73797.69,Associate Degree,0,9150,3073,95.78,26.78,Australia,55.74
Occupational psychologist,Transportation,Increasing,Low,31750.18,Bachelor’s Degree,4,1731,2834,44.79,75.61,USA,34.14
Further education lecturer,Manufacturing,Decreasing,Moderate,105842.36,Associate Degree,18,2876,4771,44.87,99.56,UK,41.04
"Geologist, engineering",Transportation,Increasing,High,32468.56,Bachelor’s Degree,1,1590,1396,50.92,38.49,USA,24.39
Health physicist,Finance,Increasing,High,43886.45,PhD,0,1070,160,71.63,14.71,Canada,49.37
Private music teacher,Retail,Increasing,Moderate,109802.65,Associate Degree,15,1610,6131,12.15,11.57,Canada,61.35
General practice doctor,Manufacturing,Increasing,High,89797.34,Master’s Degree,20,9587,3864,95.09,93.02,Brazil,38.84
Public house manager,Healthcare,Increasing,Moderate,38076.51,Master’s Degree,7,6049,1900,98.56,57.75,China,59.31
IT trainer,Manufacturing,Increasing,Moderate,145150.18,Associate Degree,16,5303,7965,9.99,44.64,Canada,28.2
Warehouse manager,Manufacturing,Decreasing,Moderate,52177.02,PhD,5,881,3690,90.28,24.18,Australia,54.29
Civil Service fast streamer,IT,Decreasing,High,124350.39,PhD,2,9221,200,51.43,60.85,Australia,46.5
Sports administrator,Education,Decreasing,Moderate,130609.81,Master’s Degree,14,6848,4926,35.74,5.56,Canada,74.04
"Designer, television/film set",Entertainment,Increasing,High,57558.95,High School,15,3321,2867,96.12,35.46,Brazil,71.92
Early years teacher,Retail,Increasing,High,116316.1,Associate Degree,19,7000,794,50.24,55.9,Germany,50.9
"Engineer, communications",Retail,Increasing,High,110574.96,Associate Degree,14,2629,8971,96.99,31.19,Germany,37.05
"Accountant, chartered",Transportation,Increasing,Moderate,86443.28,Bachelor’s Degree,18,3942,6644,47.88,62.57,UK,37.65
"Nurse, children's",Transportation,Increasing,High,67042.66,PhD,17,3144,6097,32.74,70.75,China,77.57
Counselling psychologist,Retail,Increasing,Moderate,127464.91,High School,9,1552,9432,32.02,49.96,Australia,66.71
"Engineer, electrical",IT,Decreasing,Low,125077.32,Bachelor’s Degree,9,6162,5593,8.76,31.29,UK,37.61
"Surveyor, minerals",Education,Decreasing,High,103015.04,Master’s Degree,16,1587,2727,30.78,32.72,Australia,31.55
Site engineer,Manufacturing,Decreasing,Moderate,47475.67,High School,12,2504,9239,29.01,59.7,China,67.49
Passenger transport manager,Healthcare,Increasing,Moderate,52428.38,Bachelor’s Degree,7,5106,5915,91.58,94.08,Brazil,36.93
Insurance broker,IT,Increasing,High,62758.16,PhD,3,9925,4229,93.52,68.14,Brazil,36.76
Publishing copy,Entertainment,Decreasing,Moderate,37685.69,Associate Degree,0,4884,9736,56.89,71.07,Australia,37.47
"Conservation officer, nature",Education,Decreasing,High,109364.2,Master’s Degree,8,8790,2604,81.76,3.78,Brazil,58.37
Insurance broker,Retail,Decreasing,Low,134144.98,High School,10,1301,1778,29.7,15.7,Brazil,78.06
"Education officer, community",IT,Decreasing,Low,132776.33,Associate Degree,16,4328,854,39.49,76.35,Germany,76.03
Clinical research associate,Finance,Decreasing,Moderate,92747.09,Associate Degree,18,9761,4483,97.49,50.39,Brazil,60.99
"Conservator, furniture",Transportation,Increasing,High,74393.04,High School,7,2760,355,5.85,55.76,Australia,37.22
Dealer,Manufacturing,Decreasing,High,101221.0,High School,1,6280,3191,88.95,53.13,Brazil,31.72
"Engineer, site",Manufacturing,Increasing,Moderate,88391.93,Bachelor’s Degree,20,2571,4542,56.75,60.9,Australia,41.63
Medical laboratory scientific officer,Finance,Decreasing,Low,72905.94,Associate Degree,3,7809,7270,84.18,44.64,UK,55.9
"Nurse, adult",Transportation,Increasing,Moderate,128082.69,PhD,16,3813,3666,46.84,4.27,UK,49.24
Database administrator,Education,Decreasing,Low,68158.2,Bachelor’s Degree,16,8778,186,52.16,92.83,Australia,47.72
Animator,IT,Decreasing,Moderate,57161.74,Bachelor’s Degree,4,6074,6720,95.53,90.43,India,74.79
Energy manager,Manufacturing,Increasing,Moderate,119139.78,Bachelor’s Degree,3,9321,2706,4.23,47.63,Australia,53.06
Retail merchandiser,Entertainment,Increasing,High,55280.32,Bachelor’s Degree,3,5270,3345,48.12,50.12,India,39.01
Primary school teacher,Education,Decreasing,High,36149.68,PhD,11,339,6310,50.5,31.87,Australia,65.89
Agricultural engineer,Healthcare,Decreasing,Moderate,118458.39,Master’s Degree,2,1412,8122,20.45,63.28,Germany,43.63
Osteopath,Entertainment,Increasing,High,35008.27,Bachelor’s Degree,4,4998,1465,98.44,93.05,China,62.08
"Engineer, land",IT,Increasing,Moderate,38986.33,PhD,13,4990,5925,29.38,8.91,India,65.71
Chief Marketing Officer,Transportation,Increasing,Low,119094.08,High School,11,5915,340,30.29,76.1,China,45.76
"Engineer, civil (contracting)",Retail,Increasing,Low,97336.34,High School,4,1596,710,11.8,59.19,Germany,42.7
Merchant navy officer,Retail,Increasing,Moderate,122148.53,PhD,17,1107,5031,80.08,32.2,China,71.36
Pension scheme manager,Retail,Decreasing,Low,79469.64,High School,0,901,2074,27.03,60.73,UK,63.36
Transport planner,Manufacturing,Increasing,High,126058.5,High School,1,717,1207,33.14,77.99,USA,56.85
Aid worker,Manufacturing,Increasing,Moderate,78163.41,Bachelor’s Degree,18,8194,1643,14.0,6.66,Canada,36.1
Agricultural consultant,Entertainment,Increasing,High,71092.14,High School,1,9932,5041,64.12,31.86,Australia,37.8
Conference centre manager,Manufacturing,Decreasing,Moderate,136778.81,PhD,11,8470,955,12.54,88.48,USA,20.56
Field trials officer,Manufacturing,Increasing,High,132079.52,PhD,8,8624,6664,23.57,68.14,India,37.03
Energy engineer,Retail,Increasing,High,60687.58,Bachelor’s Degree,18,7443,4371,78.14,44.07,Brazil,53.5
Chiropodist,Finance,Decreasing,High,91746.81,Master’s Degree,7,8015,8463,2.36,34.92,Brazil,66.8
Mudlogger,Education,Increasing,Low,75302.91,Master’s Degree,10,1720,7252,30.23,54.9,India,77.95
Production manager,Manufacturing,Decreasing,Low,49494.45,PhD,16,2298,6609,89.45,55.29,Canada,56.77
Bonds trader,Finance,Decreasing,Low,81061.62,Master’s Degree,8,9126,6449,60.29,51.46,Germany,59.8
Research scientist (physical sciences),Entertainment,Decreasing,Low,70579.84,PhD,12,486,111,63.53,81.84,India,20.73
"Therapist, nutritional",Healthcare,Increasing,Moderate,137213.46,High School,9,6145,4662,86.24,31.02,Canada,28.87
Community education officer,Transportation,Decreasing,Low,80514.24,High School,14,8358,3948,22.07,90.57,India,68.68
Restaurant manager,Finance,Increasing,Moderate,71389.58,PhD,12,2522,3412,53.7,88.59,China,68.78
Technical brewer,Transportation,Decreasing,High,77534.77,Associate Degree,17,1564,6976,66.97,16.16,Australia,44.42
Television camera operator,Entertainment,Decreasing,Low,101254.31,Master’s Degree,15,277,6218,81.44,11.18,India,73.71
Health physicist,Education,Increasing,Low,56473.53,Bachelor’s Degree,16,1718,4527,40.26,38.81,Brazil,64.39
Medical illustrator,Entertainment,Decreasing,Low,148547.0,Bachelor’s Degree,3,7465,9618,61.39,73.16,Brazil,58.34
"Engineer, materials",Finance,Decreasing,Low,95579.31,Associate Degree,1,1260,3287,10.04,6.77,Germany,29.09
"Scientist, research (life sciences)",Retail,Increasing,High,119150.48,Master’s Degree,18,1499,1410,52.4,51.28,India,62.73
Contracting civil engineer,Healthcare,Increasing,Low,103091.0,Bachelor’s Degree,1,9763,163,48.56,65.53,China,32.16
"Engineer, drilling",IT,Decreasing,Moderate,73663.31,High School,4,7323,4061,62.64,89.44,USA,28.68
"Engineer, chemical",Transportation,Decreasing,Low,123207.49,High School,20,5677,1566,99.38,9.25,China,73.07
"Scientist, product/process development",Finance,Increasing,Low,145297.53,Bachelor’s Degree,4,6204,1121,0.6,72.1,Brazil,70.59
Advice worker,Education,Decreasing,Moderate,75180.22,PhD,0,4511,845,88.94,48.06,Australia,39.41
Pathologist,Retail,Decreasing,Low,41466.91,PhD,15,6248,3569,18.88,27.47,Brazil,32.38
Publishing rights manager,Education,Increasing,Low,125242.31,Bachelor’s Degree,14,6306,1622,69.47,32.08,Australia,41.63
Analytical chemist,Retail,Increasing,Moderate,67890.0,High School,18,4388,4181,36.42,53.36,Brazil,46.71
"Engineer, structural",Entertainment,Decreasing,Moderate,124679.24,PhD,19,8597,1731,47.85,37.84,India,75.44
"Administrator, arts",Finance,Increasing,Moderate,30200.73,Master’s Degree,20,1265,9537,30.23,51.6,China,30.79
"Administrator, charities/voluntary organisations",Manufacturing,Increasing,Low,37334.77,PhD,0,5552,4953,91.83,27.59,Germany,31.06
Personnel officer,Manufacturing,Increasing,High,43907.85,PhD,3,9154,7991,27.13,37.48,China,69.69
Financial manager,Retail,Increasing,High,52745.99,PhD,15,7644,8144,67.55,74.1,USA,43.96
Hydrographic surveyor,Entertainment,Increasing,High,103931.13,High School,17,2739,6791,95.14,33.96,USA,50.58
Energy engineer,Entertainment,Decreasing,High,92312.68,High School,0,9119,3842,56.26,89.07,Australia,48.98
"Engineer, land",IT,Decreasing,High,40252.15,Master’s Degree,9,309,9005,68.3,94.75,Germany,42.52
Hydrologist,Manufacturing,Increasing,Moderate,100585.73,Associate Degree,20,5205,9681,8.95,57.18,China,39.41
Seismic interpreter,Healthcare,Increasing,Moderate,143778.51,High School,4,8235,5484,34.21,56.96,Canada,42.47
Mechanical engineer,Transportation,Decreasing,Moderate,67158.44,High School,20,7254,6244,42.83,34.11,Germany,32.44
Dramatherapist,IT,Decreasing,High,136259.27,Master’s Degree,1,5171,8453,30.91,49.33,Canada,46.93
Clothing/textile technologist,Transportation,Increasing,Moderate,66309.32,PhD,19,5506,9192,23.77,55.57,Canada,26.08
Facilities manager,Transportation,Increasing,Low,76836.94,Bachelor’s Degree,19,9803,7788,74.24,68.1,Australia,46.89
"Engineer, land",Manufacturing,Increasing,High,105455.32,Master’s Degree,13,7231,3549,85.58,75.2,China,74.38
"Engineer, manufacturing systems",Healthcare,Increasing,High,126779.32,Master’s Degree,20,4469,8870,35.35,96.44,Brazil,77.59
Field trials officer,Healthcare,Increasing,High,79076.31,PhD,0,4636,6665,30.51,38.21,USA,46.88
"Scientist, biomedical",Manufacturing,Increasing,Low,135601.96,Bachelor’s Degree,8,2165,4385,18.08,10.26,Brazil,37.15
Freight forwarder,Retail,Decreasing,Low,57363.68,Associate Degree,0,4090,9466,83.22,58.89,Canada,53.78
Electrical engineer,IT,Decreasing,High,107623.63,Bachelor’s Degree,3,4577,4932,7.84,3.58,USA,22.23
Educational psychologist,Transportation,Increasing,Moderate,58662.02,Master’s Degree,16,3193,9763,5.15,91.79,UK,65.98
Industrial/product designer,Finance,Increasing,Moderate,74582.76,Associate Degree,1,3316,2487,42.93,59.46,Germany,35.64
Cartographer,Entertainment,Increasing,Moderate,110271.74,Bachelor’s Degree,12,6319,9140,72.68,40.72,Brazil,54.71
"Engineer, automotive",Transportation,Decreasing,Moderate,147241.83,Master’s Degree,16,9049,8295,2.58,11.5,Australia,25.74
"Psychologist, educational",Retail,Decreasing,Low,69662.39,Bachelor’s Degree,15,9542,7758,60.74,40.48,India,67.16
Audiological scientist,IT,Increasing,Low,111918.86,Bachelor’s Degree,4,5358,4843,67.74,86.43,China,34.1
Architect,Education,Decreasing,Low,117959.22,Associate Degree,15,7636,9798,51.32,67.92,Canada,52.02
Information systems manager,Retail,Decreasing,Moderate,84010.03,High School,0,2154,5639,3.23,37.08,USA,57.26
Printmaker,Manufacturing,Increasing,Moderate,90092.55,Bachelor’s Degree,9,5478,4315,71.23,83.18,Australia,75.81
"Engineer, energy",Retail,Increasing,Moderate,128549.93,Associate Degree,3,7107,331,25.23,31.32,India,20.88
Naval architect,Entertainment,Decreasing,High,39642.12,High School,2,3556,6311,52.62,67.28,Australia,49.8
"Engineer, broadcasting (operations)",Retail,Decreasing,Moderate,94495.63,High School,16,8794,971,52.05,49.12,USA,28.98
"Surveyor, building",Finance,Decreasing,High,70726.62,PhD,0,5789,1600,72.52,34.96,China,37.24
Lobbyist,Healthcare,Increasing,Low,134268.56,High School,16,4973,1002,62.41,44.52,Brazil,51.03
Recruitment consultant,Retail,Decreasing,Low,137883.04,Bachelor’s Degree,7,1106,8949,93.97,46.81,Canada,63.56
Regulatory affairs officer,IT,Increasing,Low,50276.35,PhD,6,997,8834,48.79,30.29,Australia,71.64
"Engineer, control and instrumentation",Finance,Increasing,High,118750.47,PhD,11,7561,287,90.78,88.13,India,54.2
Graphic designer,Entertainment,Increasing,Moderate,59442.07,Bachelor’s Degree,2,208,9321,55.94,34.74,India,21.27
Health and safety inspector,Retail,Decreasing,Low,146392.21,Master’s Degree,10,6833,9492,18.39,87.46,Germany,40.93
Analytical chemist,Education,Increasing,Moderate,38154.21,High School,7,7483,3666,48.72,8.98,China,65.21
"Loss adjuster, chartered",Healthcare,Decreasing,Low,77035.35,PhD,17,1615,4807,0.89,30.66,India,71.22
Ceramics designer,Retail,Decreasing,Moderate,147318.63,Master’s Degree,5,4283,1880,7.56,53.48,Brazil,25.78
Chief Technology Officer,IT,Decreasing,Moderate,117290.56,Master’s Degree,14,9738,4071,13.73,71.5,Germany,77.52
Armed forces logistics/support/administrative officer,IT,Decreasing,Moderate,134986.13,Bachelor’s Degree,17,7324,5006,15.0,90.18,Brazil,29.4
Fisheries officer,Entertainment,Decreasing,Moderate,142674.88,PhD,16,6682,2366,60.74,64.68,Australia,46.93
"Secretary, company",Entertainment,Increasing,Moderate,132301.01,Associate Degree,7,1842,4956,27.7,65.97,UK,38.68
IT technical support officer,Transportation,Increasing,Moderate,139942.73,PhD,0,7737,5385,79.69,20.94,Australia,67.58
Occupational psychologist,Finance,Increasing,Low,127903.47,Master’s Degree,14,8833,8532,73.75,46.23,Australia,27.34
"Runner, broadcasting/film/video",Retail,Increasing,Low,69019.07,PhD,3,2409,7791,92.43,99.51,Germany,57.0
"Accountant, chartered public finance",IT,Decreasing,Low,116543.31,Master’s Degree,14,4520,2840,48.81,66.71,Germany,26.89
Television floor manager,Finance,Decreasing,High,71687.94,Bachelor’s Degree,4,3628,8853,7.04,80.02,China,55.26
Agricultural engineer,Manufacturing,Increasing,High,101483.49,Bachelor’s Degree,10,5223,3416,89.95,62.22,Germany,24.99
Chief of Staff,Finance,Increasing,Moderate,54862.39,High School,0,2432,8712,44.8,19.23,USA,33.33
"Development worker, international aid",Healthcare,Decreasing,High,77199.12,High School,0,5153,9504,40.84,26.2,UK,53.77
Visual merchandiser,Transportation,Decreasing,Moderate,97666.97,PhD,8,806,7128,9.42,19.83,Germany,28.06
Technical sales engineer,Retail,Decreasing,Moderate,147088.78,Bachelor’s Degree,12,1942,4813,27.47,88.2,Australia,31.14
Learning mentor,Education,Decreasing,Moderate,120843.93,High School,8,7706,5042,57.63,72.15,Brazil,25.58
"Therapist, drama",Education,Decreasing,High,51452.12,Associate Degree,20,8850,3341,41.38,72.12,UK,74.01
"Therapist, art",Retail,Decreasing,Moderate,66449.16,High School,0,9564,7864,61.86,37.87,UK,31.34
"Engineer, biomedical",Manufacturing,Increasing,High,89261.62,Associate Degree,7,1153,4088,38.02,29.1,Brazil,70.47
Ranger/warden,Transportation,Increasing,Moderate,40344.72,PhD,4,2865,9086,54.25,92.71,Australia,24.36
Manufacturing engineer,Finance,Increasing,Low,105525.79,High School,4,1370,3230,84.77,81.23,Canada,55.03
Midwife,IT,Increasing,Moderate,69246.9,Bachelor’s Degree,14,382,2131,96.09,21.78,Brazil,25.47
"Engineer, chemical",Education,Increasing,Moderate,57391.39,Associate Degree,2,9815,9479,94.93,26.9,USA,63.21
"Administrator, local government",Manufacturing,Decreasing,High,48967.81,Bachelor’s Degree,6,1879,1009,73.42,30.78,UK,69.03
Lawyer,Retail,Increasing,Low,82271.11,High School,1,4103,8685,36.11,20.2,Brazil,60.2
Fine artist,Healthcare,Increasing,Moderate,36456.71,PhD,16,1644,5577,39.16,7.53,China,43.61
Regulatory affairs officer,IT,Increasing,Low,82714.38,High School,12,6846,8428,14.51,26.04,UK,50.37
Materials engineer,Entertainment,Decreasing,High,76205.46,Associate Degree,13,8308,2454,23.63,25.49,Australia,63.68
Company secretary,Transportation,Increasing,Moderate,37870.32,Bachelor’s Degree,15,688,2640,99.97,95.89,China,61.18
"Surveyor, land/geomatics",IT,Decreasing,High,56783.39,High School,4,6264,9147,44.99,2.58,USA,31.8
Television production assistant,Education,Decreasing,High,113652.67,Master’s Degree,14,8871,7424,79.49,3.63,Canada,43.81
Corporate investment banker,Retail,Increasing,Moderate,112796.01,Associate Degree,15,260,4661,5.26,7.83,China,27.82
Academic librarian,Retail,Increasing,High,136892.42,Master’s Degree,2,7128,2767,42.22,93.5,Canada,66.62
Garment/textile technologist,Entertainment,Increasing,Moderate,102609.03,Bachelor’s Degree,9,7027,4075,18.37,6.08,Canada,63.35
"Administrator, Civil Service",Finance,Increasing,High,134949.98,Master’s Degree,17,6457,7099,70.51,24.12,Australia,23.36
Travel agency manager,Education,Decreasing,Low,114237.92,High School,6,5698,6194,70.74,88.39,Australia,71.83
Ship broker,Healthcare,Increasing,High,33384.67,Master’s Degree,2,7069,6085,5.8,28.12,Germany,47.0
"Designer, fashion/clothing",Retail,Decreasing,High,112745.99,Bachelor’s Degree,16,6768,3937,43.75,0.68,China,60.23
Planning and development surveyor,Transportation,Increasing,Low,80902.21,Master’s Degree,14,6089,229,21.86,12.4,Canada,20.35
Print production planner,Transportation,Increasing,Moderate,94742.34,PhD,8,7708,7899,31.48,72.24,India,39.24
Trade union research officer,Transportation,Increasing,Moderate,36004.43,Master’s Degree,9,6314,2741,24.09,88.79,Australia,24.75
Claims inspector/assessor,IT,Increasing,Moderate,147802.63,Bachelor’s Degree,14,4984,4725,76.59,60.48,China,75.63
Medical illustrator,Healthcare,Decreasing,Moderate,126058.92,Master’s Degree,8,5981,5038,97.3,52.94,USA,71.22
Accounting technician,Healthcare,Decreasing,High,134300.75,Associate Degree,9,9057,8206,47.71,24.02,India,28.33
"Engineer, site",Transportation,Decreasing,High,51530.27,Master’s Degree,4,6230,4622,29.66,61.15,China,73.28
Public affairs consultant,Healthcare,Increasing,Low,141476.16,High School,16,2311,5930,81.5,35.71,Brazil,68.14
Educational psychologist,Retail,Decreasing,High,82525.91,Bachelor’s Degree,10,4324,2109,38.25,53.68,Germany,36.57
Travel agency manager,Healthcare,Increasing,Low,116176.43,High School,9,7849,8253,79.61,4.83,Germany,76.42
"Administrator, local government",Education,Decreasing,Moderate,57932.51,High School,4,7268,3961,57.86,8.41,Australia,20.44
Financial manager,Healthcare,Decreasing,Moderate,142444.99,Master’s Degree,3,7215,3804,19.12,84.45,USA,68.92
Further education lecturer,Manufacturing,Increasing,Moderate,104107.17,Bachelor’s Degree,6,6143,4270,72.38,27.63,China,59.31
English as a second language teacher,IT,Increasing,High,31042.43,Bachelor’s Degree,1,6959,5407,4.48,12.44,UK,39.48
Charity officer,Education,Increasing,Moderate,33273.98,Master’s Degree,15,1536,1931,87.02,74.06,India,20.72
"Conservator, museum/gallery",Finance,Decreasing,High,67104.14,PhD,5,8119,9000,90.9,20.78,Germany,50.07
"Geologist, engineering",Retail,Increasing,High,56902.92,PhD,12,2013,2024,52.56,37.93,China,21.84
Intelligence analyst,Retail,Increasing,Moderate,106721.13,Associate Degree,15,2034,9251,89.81,27.83,China,37.11
Psychiatrist,IT,Decreasing,Low,45841.42,Associate Degree,2,8222,2412,85.06,79.75,USA,51.98
Health physicist,Education,Increasing,Moderate,57695.77,Bachelor’s Degree,16,2776,3890,24.88,91.5,Canada,67.64
Clinical cytogeneticist,Entertainment,Decreasing,High,69220.36,High School,20,5888,6041,79.43,59.99,Australia,57.53
Editorial assistant,Manufacturing,Decreasing,Moderate,84490.22,Master’s Degree,8,1704,2377,19.33,67.47,Canada,54.21
Clinical embryologist,Healthcare,Increasing,Low,113051.77,High School,20,924,4010,23.06,47.74,UK,75.25
Product/process development scientist,Transportation,Decreasing,Low,32638.06,Bachelor’s Degree,7,4590,1431,69.48,76.26,Brazil,26.76
Financial planner,Education,Decreasing,Low,105310.55,Master’s Degree,3,3517,4482,61.66,9.61,Australia,33.88
Tour manager,Transportation,Decreasing,Low,110595.66,Associate Degree,16,8076,7466,62.31,42.76,China,59.77
Homeopath,Retail,Decreasing,High,105889.37,Master’s Degree,16,2303,8643,2.44,33.2,Brazil,50.67
Financial planner,Entertainment,Decreasing,Moderate,97465.56,Bachelor’s Degree,3,5977,4036,9.3,9.41,China,38.01
Data processing manager,IT,Increasing,Moderate,84809.24,Master’s Degree,10,7726,6194,3.37,54.97,Germany,72.4
Manufacturing engineer,Transportation,Increasing,High,48832.89,Master’s Degree,4,4152,2268,72.49,67.51,Canada,30.77
Air traffic controller,IT,Increasing,High,72189.81,High School,11,5952,3002,57.21,14.27,Australia,26.81
Medical secretary,Healthcare,Increasing,High,45923.52,High School,2,8326,9901,56.34,42.53,Canada,66.89
"Presenter, broadcasting",Education,Increasing,High,149338.77,Associate Degree,2,7746,3480,5.71,43.85,Brazil,68.12
"Librarian, public",Retail,Decreasing,Moderate,139497.12,Bachelor’s Degree,6,6810,5017,46.06,43.52,China,48.24
Social researcher,Manufacturing,Increasing,High,75415.5,PhD,10,9888,2710,70.11,66.75,Brazil,58.77
Early years teacher,Entertainment,Increasing,Moderate,79020.12,Bachelor’s Degree,9,2969,7503,91.73,71.92,Australia,31.27
Armed forces operational officer,Healthcare,Increasing,Moderate,63196.41,Master’s Degree,7,5027,4316,86.0,98.17,Australia,70.27
Midwife,Healthcare,Increasing,Moderate,74846.22,Associate Degree,9,437,8965,47.14,96.42,Brazil,27.06
"Pilot, airline",IT,Decreasing,Moderate,142609.67,Bachelor’s Degree,17,2413,2034,22.21,69.13,USA,45.55
"Research officer, political party",Manufacturing,Decreasing,Low,30778.27,Master’s Degree,17,8498,2504,17.07,37.9,Germany,43.69
Illustrator,Finance,Decreasing,Moderate,93134.17,Bachelor’s Degree,3,760,6235,89.81,47.85,China,37.09
"Engineer, water",Entertainment,Increasing,Moderate,105646.05,Master’s Degree,11,6900,2527,15.97,67.75,USA,42.25
Lawyer,Entertainment,Decreasing,Moderate,72332.46,Associate Degree,17,6149,812,16.32,52.5,UK,38.84
Tourist information centre manager,Finance,Increasing,Low,109159.25,PhD,1,6719,8734,17.08,60.82,USA,42.09
"Clinical scientist, histocompatibility and immunogenetics",Education,Increasing,High,70789.88,Bachelor’s Degree,4,5641,7520,93.72,19.37,Australia,52.93
"Psychologist, forensic",Education,Decreasing,High,106909.49,PhD,14,117,4559,26.83,36.48,India,52.22
Copy,Retail,Increasing,Moderate,91288.56,High School,5,7836,5599,90.58,16.99,Australia,58.57
Counselling psychologist,Education,Decreasing,Moderate,67294.65,High School,12,9223,4621,87.31,44.45,Brazil,68.53
"Engineer, manufacturing",Finance,Decreasing,High,78596.17,High School,14,2637,3820,59.97,85.07,India,34.77
Sub,Manufacturing,Increasing,Moderate,61692.39,High School,4,4726,6900,17.02,47.95,UK,33.63
Occupational hygienist,Transportation,Decreasing,Moderate,124102.35,Master’s Degree,16,9271,5978,3.75,56.46,Germany,39.63
Telecommunications researcher,Retail,Decreasing,Low,103437.81,PhD,8,3776,9784,53.29,17.34,Germany,29.8
"Psychologist, occupational",Entertainment,Increasing,Low,124830.6,Bachelor’s Degree,10,6223,9279,29.74,41.63,Canada,45.79
"Designer, industrial/product",Entertainment,Decreasing,Low,76264.22,PhD,13,2731,2719,45.33,62.48,Australia,50.34
"Scientist, audiological",IT,Decreasing,High,93880.18,Bachelor’s Degree,14,7992,6515,35.72,16.19,Australia,40.76
Chief Strategy Officer,Retail,Decreasing,Low,66007.45,Bachelor’s Degree,7,454,1350,50.8,57.75,India,34.23
Product designer,Healthcare,Decreasing,Low,41827.84,Master’s Degree,18,9642,3815,12.84,44.94,China,29.63
Technical brewer,Education,Increasing,High,130406.41,Bachelor’s Degree,2,607,7575,93.65,98.07,USA,60.64
Amenity horticulturist,Retail,Increasing,Low,59187.23,PhD,11,6093,1794,79.96,51.96,China,57.31
Theme park manager,Healthcare,Increasing,High,65606.13,Bachelor’s Degree,0,4439,4613,42.07,36.25,Canada,61.05
Hospital doctor,Transportation,Decreasing,High,100774.82,High School,8,139,6429,45.39,79.36,India,76.8
Actor,Finance,Decreasing,Moderate,109333.54,Master’s Degree,14,8465,6338,16.22,44.21,Canada,65.58
Pension scheme manager,Education,Increasing,High,85228.35,Associate Degree,13,8068,3271,70.29,17.52,Brazil,77.5
Television camera operator,Retail,Decreasing,High,80510.28,Master’s Degree,7,2631,4494,84.71,58.79,India,49.49
"Scientist, research (physical sciences)",Education,Decreasing,Low,99059.88,Associate Degree,11,8635,6560,79.16,82.59,India,32.35
Clinical cytogeneticist,Transportation,Decreasing,High,96574.03,Bachelor’s Degree,6,8382,1634,37.74,16.55,USA,63.45
"Surveyor, mining",IT,Increasing,High,43622.68,Master’s Degree,19,8931,4497,57.84,27.85,Australia,65.89
Translator,Manufacturing,Decreasing,Low,47846.28,Master’s Degree,19,7311,8047,13.7,90.69,USA,75.85
Energy engineer,IT,Decreasing,Low,106310.61,High School,19,4483,6036,0.85,26.66,UK,74.02
Trade mark attorney,Education,Increasing,Moderate,112206.53,High School,1,4885,8407,56.18,94.12,UK,72.35
Probation officer,Finance,Increasing,Moderate,74998.13,High School,18,1172,1617,29.8,63.04,UK,74.25
Geophysical data processor,Retail,Increasing,Low,58632.54,Associate Degree,10,5510,7609,70.74,51.46,Brazil,59.2
Teaching laboratory technician,Retail,Decreasing,Moderate,68918.43,High School,10,8538,6842,21.31,35.66,USA,48.81
Environmental health practitioner,Finance,Increasing,Low,70507.96,Associate Degree,20,2698,5890,49.53,4.79,Germany,32.34
Osteopath,IT,Decreasing,Moderate,61462.71,Associate Degree,6,6681,9121,83.74,32.02,China,50.52
Data processing manager,Manufacturing,Increasing,High,64819.38,PhD,2,9996,3140,67.11,42.08,Germany,25.71
"Programmer, multimedia",Finance,Decreasing,Low,112649.18,High School,16,8915,9316,65.2,11.0,USA,49.43
Location manager,Education,Increasing,Moderate,56442.39,High School,10,3868,9574,15.23,32.8,Brazil,51.56
"Geneticist, molecular",Retail,Increasing,Low,127576.59,Bachelor’s Degree,6,3214,6362,2.83,96.93,China,64.64
"Scientist, research (life sciences)",Manufacturing,Decreasing,Moderate,111745.04,Associate Degree,11,395,7217,86.44,66.04,UK,29.62
Trading standards officer,Manufacturing,Increasing,Low,96023.86,Master’s Degree,13,1708,8264,46.82,75.81,Australia,28.5
Physiological scientist,Transportation,Increasing,Moderate,49814.36,PhD,10,7766,1722,11.16,47.34,Canada,53.02
"Librarian, public",IT,Increasing,High,69482.69,Master’s Degree,1,118,7016,13.61,97.53,Australia,61.19
Quantity surveyor,Entertainment,Decreasing,High,111712.34,Bachelor’s Degree,15,7075,5953,82.27,28.91,UK,44.47
Furniture conservator/restorer,Entertainment,Decreasing,Moderate,61236.98,Bachelor’s Degree,2,1605,8306,81.4,37.39,Australia,34.63
"Engineer, communications",Education,Increasing,High,107368.5,Master’s Degree,1,1042,3137,73.07,60.56,Canada,20.53
Commercial/residential surveyor,Manufacturing,Increasing,Moderate,40960.82,Bachelor’s Degree,20,3945,9435,27.1,88.01,Brazil,53.22
Site engineer,Finance,Increasing,Moderate,93902.39,Bachelor’s Degree,2,8228,1781,98.44,10.14,Germany,65.79
Chief of Staff,Healthcare,Increasing,High,55478.39,Associate Degree,20,1982,1125,71.21,98.7,Canada,60.04
Logistics and distribution manager,Finance,Decreasing,Low,56917.75,PhD,17,7290,493,71.49,68.54,India,34.99
Database administrator,Finance,Increasing,Moderate,43171.68,PhD,7,6131,3015,96.7,29.76,China,78.9
Chemical engineer,Finance,Increasing,High,114646.98,High School,18,3397,9498,83.57,40.69,Brazil,46.58
Dance movement psychotherapist,Healthcare,Decreasing,High,36514.69,High School,14,3437,5857,19.86,88.96,India,66.8
Company secretary,Education,Decreasing,High,128662.97,High School,1,2807,9867,8.23,42.0,China,58.37
Dentist,Finance,Increasing,Moderate,39345.94,Master’s Degree,19,6607,7186,92.65,55.26,UK,20.78
Corporate treasurer,Education,Decreasing,Moderate,66780.24,High School,15,4071,5236,70.35,33.79,Australia,71.9
Medical technical officer,Finance,Increasing,Low,108141.6,PhD,4,5495,5430,56.16,34.02,Canada,65.45
Chartered certified accountant,Entertainment,Decreasing,Moderate,103322.12,High School,14,3451,9314,83.65,3.68,Australia,53.52
"Engineer, energy",Retail,Decreasing,Low,59572.23,Bachelor’s Degree,15,5657,6739,2.64,24.79,China,22.34
Recycling officer,Healthcare,Increasing,High,124415.83,Master’s Degree,2,4303,9651,6.28,73.8,Canada,36.87
Chartered public finance accountant,Manufacturing,Decreasing,Moderate,126964.64,Bachelor’s Degree,8,4827,5308,3.41,95.73,Germany,32.87
Hydrographic surveyor,Retail,Decreasing,High,61534.97,Bachelor’s Degree,16,977,2798,63.65,42.13,UK,75.28
Ranger/warden,Transportation,Increasing,High,141714.88,PhD,14,8608,3669,80.46,31.89,Brazil,67.9
"Psychotherapist, dance movement",Healthcare,Increasing,Low,146881.66,PhD,13,5277,7865,10.26,26.67,Australia,58.14
IT trainer,IT,Increasing,Moderate,70278.51,Associate Degree,0,821,5390,19.2,74.83,Australia,42.42
Industrial buyer,Education,Decreasing,Moderate,143039.79,PhD,8,8270,8482,96.0,45.03,China,25.13
Energy engineer,Retail,Decreasing,Moderate,131038.61,Bachelor’s Degree,4,2125,7909,51.14,23.64,Brazil,77.31
"Designer, textile",Retail,Decreasing,Low,130469.2,Master’s Degree,9,890,5346,35.78,6.66,Brazil,71.33
Senior tax professional/tax inspector,Education,Decreasing,Low,113734.92,PhD,1,451,5414,17.58,35.22,Brazil,54.91
Clinical psychologist,Entertainment,Decreasing,Moderate,58585.13,Master’s Degree,20,8051,8178,39.75,35.13,USA,20.84
"Programmer, applications",Finance,Decreasing,Moderate,96592.72,High School,14,6904,7100,59.99,44.62,Canada,36.24
"Psychologist, prison and probation services",Retail,Increasing,Low,46552.45,Master’s Degree,2,1433,4911,45.31,27.33,India,42.93
Agricultural consultant,Education,Decreasing,High,86812.92,Associate Degree,3,1455,8052,71.02,25.12,USA,27.61
Chief of Staff,Finance,Increasing,Moderate,63652.83,High School,20,464,3520,10.19,87.89,India,70.6
Regulatory affairs officer,Entertainment,Decreasing,Moderate,92940.37,Associate Degree,12,862,6722,2.73,94.79,USA,47.37
Paramedic,Retail,Increasing,Moderate,118406.69,PhD,15,7927,7647,77.83,27.99,UK,77.6
"Geologist, engineering",Healthcare,Decreasing,High,116364.39,Master’s Degree,8,6804,4540,29.44,31.1,Germany,63.61
Ceramics designer,IT,Increasing,Moderate,149462.47,Master’s Degree,18,7743,4226,16.22,47.44,Australia,77.47
Legal secretary,Entertainment,Increasing,High,109640.82,Bachelor’s Degree,19,6477,4600,2.46,88.23,UK,42.33
Historic buildings inspector/conservation officer,Transportation,Increasing,High,121656.68,Associate Degree,16,6034,7089,6.59,80.24,India,45.43
Diplomatic Services operational officer,Healthcare,Increasing,Moderate,121042.22,High School,18,7869,9114,54.75,82.57,UK,77.6
Paramedic,Entertainment,Decreasing,High,102747.9,PhD,12,2584,4319,35.49,13.53,Canada,62.98
"Engineer, control and instrumentation",Transportation,Increasing,Low,93646.47,PhD,14,9688,3132,70.23,86.72,Canada,66.83
Television floor manager,Education,Decreasing,Low,47622.16,Associate Degree,13,9989,7867,97.51,33.02,Germany,41.85
Human resources officer,Finance,Decreasing,Low,80542.68,Master’s Degree,20,8621,7268,22.67,35.24,Germany,51.72
Learning disability nurse,Healthcare,Decreasing,Moderate,74815.65,PhD,5,7676,4913,90.55,41.45,Australia,28.1
"Surveyor, planning and development",Entertainment,Increasing,Moderate,82088.72,Master’s Degree,10,7792,4673,22.86,83.0,USA,28.0
Sports development officer,Finance,Decreasing,Low,63506.58,Master’s Degree,2,6567,3922,41.56,80.69,China,45.81
"Teacher, adult education",Finance,Increasing,Moderate,48534.14,Associate Degree,14,6376,950,25.27,87.98,China,52.87
"Editor, film/video",Manufacturing,Increasing,Moderate,33835.23,Master’s Degree,17,6925,2454,8.5,22.29,Australia,33.77
Hotel manager,Transportation,Increasing,High,35441.47,Master’s Degree,12,3605,8061,58.78,80.82,Brazil,68.92
"Surveyor, insurance",Manufacturing,Decreasing,Moderate,90352.28,PhD,13,2480,2632,93.23,97.96,Germany,67.19
Police officer,Retail,Increasing,High,138015.34,PhD,17,1984,3655,36.81,94.69,Australia,34.49
"Research officer, trade union",Transportation,Decreasing,Low,129291.41,Associate Degree,17,181,6538,28.26,91.18,India,46.35
Sub,Manufacturing,Decreasing,High,65419.12,Master’s Degree,0,6802,8991,96.67,5.64,China,65.53
"Conservation officer, historic buildings",Finance,Increasing,Moderate,97410.9,High School,8,6439,2491,89.21,29.07,UK,20.41
"Conservation officer, nature",IT,Increasing,High,117617.06,Master’s Degree,4,3598,9581,69.87,68.06,Australia,42.92
Psychiatrist,Manufacturing,Increasing,Moderate,117803.24,High School,12,4823,4982,97.2,6.82,Germany,67.67
"Designer, textile",Entertainment,Decreasing,Low,137558.55,PhD,4,4307,8406,69.85,16.11,Brazil,67.88
Government social research officer,Transportation,Increasing,Moderate,35023.33,Bachelor’s Degree,10,1516,4060,48.47,57.15,USA,68.01
Advertising account executive,Entertainment,Increasing,High,50697.34,PhD,12,8759,7103,91.99,51.7,China,72.63
Herpetologist,Entertainment,Decreasing,High,97836.12,Bachelor’s Degree,18,7957,8880,41.42,59.05,UK,79.98
Mental health nurse,Transportation,Increasing,Moderate,115713.83,High School,4,9383,2590,28.11,42.73,Australia,70.02
Stage manager,Healthcare,Increasing,Low,75828.02,Associate Degree,18,1630,1914,80.22,93.11,Canada,47.81
"Chemist, analytical",Retail,Decreasing,Moderate,89801.64,Associate Degree,12,3474,7593,33.54,1.04,Australia,40.15
Training and development officer,Retail,Decreasing,Moderate,86283.65,Associate Degree,18,6135,1683,14.27,17.87,Brazil,54.93
"Geneticist, molecular",Manufacturing,Decreasing,Moderate,103485.02,PhD,1,4368,4488,7.28,37.01,USA,20.72
Government social research officer,Transportation,Increasing,High,30054.2,PhD,6,8133,908,18.4,6.03,Brazil,75.14
Artist,IT,Decreasing,Moderate,88241.86,Master’s Degree,1,6599,7653,89.23,11.58,Brazil,26.95
Textile designer,Manufacturing,Increasing,Moderate,51525.49,Associate Degree,1,2643,7718,6.96,41.94,Australia,31.75
Actor,Education,Increasing,Low,45862.0,Bachelor’s Degree,20,3593,6866,59.19,9.19,India,71.57
Chemical engineer,Transportation,Decreasing,High,119383.34,High School,20,5442,9220,78.05,18.3,UK,64.27
Public relations account executive,Transportation,Decreasing,Moderate,59762.37,Associate Degree,3,1599,1159,37.49,30.95,USA,39.73
Herpetologist,Education,Decreasing,Moderate,89641.42,Associate Degree,3,8162,3906,74.86,2.31,Brazil,30.07
Academic librarian,Finance,Increasing,Moderate,98686.72,Master’s Degree,13,8934,6213,39.24,45.88,China,47.85
Interior and spatial designer,IT,Decreasing,Low,100445.53,Master’s Degree,3,3688,162,51.87,6.38,UK,58.65
Hospital pharmacist,Finance,Decreasing,Moderate,65555.75,PhD,3,3857,8939,71.11,71.48,Canada,79.85
Estate manager/land agent,Manufacturing,Increasing,Low,33392.41,High School,5,6670,2175,68.98,80.95,USA,62.02
Midwife,Entertainment,Decreasing,High,38287.53,PhD,10,1593,2220,80.58,5.78,Canada,48.0
Intelligence analyst,Transportation,Increasing,Low,145784.18,Master’s Degree,13,5909,8220,61.26,73.12,Germany,39.8
Equality and diversity officer,IT,Increasing,Low,45212.05,Master’s Degree,12,166,664,80.02,40.64,China,78.12
Media buyer,Finance,Increasing,Moderate,93414.94,Bachelor’s Degree,1,5795,1522,87.89,85.28,USA,43.02
"Engineer, broadcasting (operations)",Education,Increasing,Low,51778.62,Bachelor’s Degree,12,7423,5759,32.38,0.27,India,55.46
Air broker,Entertainment,Increasing,High,101335.32,PhD,19,5117,9018,69.05,22.18,Germany,21.17
Dispensing optician,Healthcare,Increasing,Moderate,64542.95,Bachelor’s Degree,9,3294,7055,68.74,14.28,Germany,74.54
Mudlogger,Finance,Increasing,Moderate,111464.28,Associate Degree,17,3073,7759,97.99,42.67,Australia,52.15
Therapeutic radiographer,Retail,Increasing,Low,35813.04,PhD,3,2581,815,57.59,59.01,UK,63.98
Theme park manager,IT,Decreasing,High,104928.97,High School,15,625,4237,38.86,70.69,China,62.87
Exhibition designer,Healthcare,Decreasing,Moderate,69078.02,Bachelor’s Degree,11,7821,3811,82.0,74.76,UK,68.51
"Scientist, marine",Healthcare,Increasing,High,97806.22,PhD,2,8748,5099,71.31,15.07,Australia,25.18
Film/video editor,Entertainment,Increasing,High,90623.17,PhD,17,3851,1235,81.95,79.09,Germany,45.45
Health service manager,Entertainment,Decreasing,High,142707.91,PhD,4,8220,2101,43.62,71.14,Canada,24.89
Comptroller,Manufacturing,Increasing,High,141629.89,Bachelor’s Degree,10,4979,292,73.98,25.25,Germany,50.21
Chief Strategy Officer,IT,Increasing,Moderate,115738.53,Bachelor’s Degree,1,8472,4832,44.41,92.38,China,75.92
Technical sales engineer,Retail,Increasing,Moderate,67138.55,Associate Degree,5,3342,2943,41.8,2.5,Canada,66.7
Sports coach,Entertainment,Increasing,Moderate,77264.9,PhD,20,7495,168,52.67,34.56,Canada,69.47
Microbiologist,Education,Decreasing,Moderate,37647.7,PhD,6,5166,8243,17.18,22.96,China,35.8
Customer service manager,Retail,Decreasing,High,144618.99,High School,10,2151,4640,79.14,7.19,Germany,42.93
Illustrator,IT,Decreasing,High,117383.2,Bachelor’s Degree,12,5479,4636,62.61,52.76,Australia,47.14
Actor,Education,Increasing,High,38781.74,PhD,13,7793,8305,56.87,32.15,Germany,69.15
English as a second language teacher,Entertainment,Increasing,Moderate,92078.09,Associate Degree,10,8481,8815,22.55,56.27,USA,51.44
Banker,IT,Increasing,Moderate,113069.68,Master’s Degree,19,9816,8813,36.07,49.55,Australia,79.13
Broadcast journalist,IT,Increasing,Moderate,33973.62,Bachelor’s Degree,0,929,8962,89.45,93.0,Germany,56.94
"Psychologist, occupational",Manufacturing,Increasing,High,95358.77,PhD,16,5827,6768,86.39,74.09,Germany,78.92
Architect,Manufacturing,Increasing,High,93796.92,Associate Degree,2,2559,3389,99.29,79.38,Canada,20.84
"Psychologist, sport and exercise",Entertainment,Decreasing,High,56901.55,Associate Degree,8,8874,647,85.84,23.88,India,75.57
"Research officer, political party",Education,Decreasing,High,104043.63,PhD,20,3207,7505,46.74,39.1,Australia,62.5
Air cabin crew,Education,Decreasing,Low,74856.81,Bachelor’s Degree,17,9533,9211,91.47,26.26,UK,49.17
"Radiographer, diagnostic",Transportation,Decreasing,High,118885.47,High School,18,9789,7866,92.24,31.73,Germany,46.64
Seismic interpreter,Entertainment,Decreasing,Moderate,37589.89,Master’s Degree,17,9427,5984,48.27,25.94,China,51.45
Financial controller,Manufacturing,Increasing,High,73363.6,Bachelor’s Degree,6,3012,6014,93.26,87.66,India,66.51
"Embryologist, clinical",Entertainment,Decreasing,Moderate,36177.08,PhD,5,2394,6193,24.26,78.06,Germany,62.28
"Production designer, theatre/television/film",Manufacturing,Increasing,Low,91467.07,Master’s Degree,8,1681,5367,36.5,34.82,Germany,32.36
"Engineer, production",Retail,Increasing,Moderate,34828.26,Bachelor’s Degree,15,9804,1204,25.24,61.85,India,60.68
Company secretary,Healthcare,Increasing,High,103375.55,PhD,7,4002,8772,31.64,98.54,USA,27.0
"Therapist, drama",Finance,Decreasing,Moderate,133399.89,Associate Degree,17,6930,5280,57.71,49.18,USA,57.02
Solicitor,Retail,Increasing,Moderate,37945.02,Master’s Degree,18,8007,1174,41.13,46.5,Brazil,56.17
Warehouse manager,Healthcare,Decreasing,Low,53816.02,PhD,12,5206,9696,97.35,1.06,Brazil,78.94
"Producer, radio",IT,Increasing,High,126992.79,Associate Degree,9,7934,8074,41.34,83.78,Canada,77.16
Chief Marketing Officer,Finance,Increasing,High,141285.7,Associate Degree,9,725,6179,72.63,24.31,Brazil,74.37
Health visitor,Education,Decreasing,Low,61192.48,PhD,9,4028,6586,35.48,18.85,USA,79.8
Analytical chemist,Retail,Decreasing,High,50038.33,Associate Degree,20,7065,4389,33.5,8.46,USA,54.67
Financial controller,Education,Decreasing,Moderate,83441.91,Master’s Degree,11,3699,9776,69.62,2.66,UK,73.14
Historic buildings inspector/conservation officer,Education,Increasing,Moderate,112300.6,Bachelor’s Degree,6,2000,4625,32.48,83.61,USA,56.37
Customer service manager,Transportation,Decreasing,Moderate,106201.18,Bachelor’s Degree,20,2407,8396,77.91,75.96,Brazil,68.37
Glass blower/designer,Education,Increasing,Low,79810.74,Master’s Degree,7,522,272,5.92,12.77,Australia,52.17
"Conservation officer, historic buildings",Entertainment,Decreasing,Moderate,114693.89,PhD,12,5083,4307,98.54,21.17,Canada,47.99
Computer games developer,Education,Decreasing,High,119926.35,High School,2,7436,385,2.59,75.13,Australia,49.0
Field seismologist,Transportation,Decreasing,Moderate,31647.99,Bachelor’s Degree,6,6300,832,88.48,16.99,Australia,43.24
Applications developer,Finance,Decreasing,High,37642.19,Master’s Degree,1,1628,2042,32.57,81.05,Germany,58.97
Tour manager,Retail,Increasing,High,73939.72,PhD,13,4206,6915,15.48,3.48,China,41.53
Lawyer,Entertainment,Increasing,High,106515.89,High School,18,7891,8916,93.61,1.68,Canada,55.95
English as a foreign language teacher,Entertainment,Increasing,Low,121013.07,High School,5,4838,2496,33.42,91.35,India,76.31
Research scientist (life sciences),Transportation,Increasing,Low,75010.08,High School,6,8266,590,72.45,37.51,Germany,67.77
"Production designer, theatre/television/film",IT,Decreasing,High,134164.71,High School,1,1196,7254,20.64,64.35,Germany,51.03
Water quality scientist,Finance,Increasing,Moderate,120823.74,High School,11,1847,4245,29.82,7.4,Australia,34.19
Immunologist,Transportation,Decreasing,High,59178.99,Bachelor’s Degree,13,8681,5428,25.47,8.79,Germany,50.1
Futures trader,Retail,Decreasing,High,59580.52,Master’s Degree,14,6144,4479,72.77,47.96,Germany,49.06
Chartered certified accountant,Retail,Increasing,Low,42628.72,PhD,9,4298,7642,59.65,39.17,Australia,39.56
Manufacturing systems engineer,Manufacturing,Decreasing,Low,83691.88,Master’s Degree,19,501,6571,11.07,59.85,USA,61.03
"Scientist, audiological",Transportation,Increasing,Moderate,101333.0,Master’s Degree,19,5803,5151,76.42,34.31,Germany,65.19
"Civil engineer, consulting",Retail,Decreasing,Moderate,147385.02,Master’s Degree,0,5824,2834,44.76,22.58,UK,38.28
Aid worker,IT,Decreasing,Low,106551.08,Bachelor’s Degree,3,3734,4890,45.83,31.26,Brazil,46.18
Orthoptist,Retail,Decreasing,Low,140900.34,Master’s Degree,12,8412,8149,71.57,87.9,Brazil,30.69
Community arts worker,Finance,Increasing,Low,35639.86,Bachelor’s Degree,0,6704,5115,6.38,76.01,USA,50.29
"Clinical scientist, histocompatibility and immunogenetics",IT,Decreasing,High,112547.39,Associate Degree,0,6602,2534,72.61,18.12,China,22.32
Exhibition designer,Manufacturing,Decreasing,Moderate,66964.9,Bachelor’s Degree,9,6301,1565,56.54,7.55,India,70.93
IT trainer,Manufacturing,Increasing,High,30547.02,High School,13,5043,8569,31.24,5.06,China,78.63
Investment analyst,Education,Decreasing,Low,126752.13,High School,15,529,510,27.24,95.32,USA,75.39
Claims inspector/assessor,Education,Increasing,High,39301.84,High School,6,4687,7279,54.84,6.83,UK,78.8
"Exhibitions officer, museum/gallery",Education,Increasing,High,92737.19,Bachelor’s Degree,9,8934,9569,70.95,71.74,Canada,34.17
Chief Operating Officer,Healthcare,Increasing,High,118801.5,Associate Degree,4,5441,7214,35.16,12.52,Canada,62.14
Geophysicist/field seismologist,Healthcare,Decreasing,Low,79265.02,Master’s Degree,18,6538,6434,88.35,96.93,Germany,50.74
Theme park manager,Entertainment,Increasing,Moderate,64545.04,Master’s Degree,12,7190,9143,87.94,21.01,USA,76.6
Museum/gallery exhibitions officer,Education,Increasing,Moderate,55163.67,PhD,18,5282,3497,92.77,24.27,China,56.74
Ecologist,Education,Decreasing,High,57346.21,Bachelor’s Degree,11,3832,6113,28.18,86.65,Canada,28.77
Call centre manager,Healthcare,Decreasing,Low,67402.35,Associate Degree,3,7765,9454,44.39,44.58,UK,72.64
Hydrologist,Healthcare,Decreasing,Low,64582.15,Associate Degree,0,9369,5588,68.1,54.94,Canada,52.69
"Exhibitions officer, museum/gallery",IT,Decreasing,High,77510.04,Master’s Degree,7,8799,2633,77.73,92.69,China,31.16
Theatre director,Retail,Increasing,High,88218.01,Associate Degree,11,5029,842,35.34,95.56,Canada,51.56
Therapeutic radiographer,Retail,Decreasing,Moderate,56770.63,High School,11,1301,5857,1.66,55.61,USA,29.8
Senior tax professional/tax inspector,Retail,Increasing,Moderate,104659.78,Bachelor’s Degree,15,6308,5096,42.9,38.72,Brazil,29.02
Public house manager,Finance,Decreasing,Low,125921.33,Bachelor’s Degree,20,5581,2460,98.0,32.32,China,20.44
Operational investment banker,Finance,Decreasing,Low,53768.51,Master’s Degree,8,3533,6212,49.62,13.12,India,38.33
"Engineer, technical sales",Healthcare,Decreasing,High,50808.06,High School,6,1051,9460,35.41,4.42,Germany,45.91
"Scientist, audiological",Education,Increasing,High,114228.82,Master’s Degree,11,5294,8627,77.41,24.03,India,27.49
"Conservator, furniture",Transportation,Decreasing,Low,149383.83,High School,13,4892,5138,71.66,23.24,Brazil,70.36
Production engineer,Retail,Decreasing,Low,55018.38,Master’s Degree,5,6929,9537,9.44,33.77,India,38.23
Counsellor,Manufacturing,Increasing,Moderate,135054.36,Associate Degree,15,4896,3427,6.59,44.87,Brazil,33.32
Warehouse manager,Retail,Increasing,Moderate,119170.71,High School,16,3221,8999,70.05,68.27,USA,55.82
"Physicist, medical",Transportation,Decreasing,Low,112494.22,PhD,16,5847,7119,77.68,91.17,China,29.09
"Scientist, physiological",Education,Decreasing,Moderate,83056.49,High School,14,144,4151,67.12,44.54,India,26.53
Research scientist (medical),Healthcare,Decreasing,Moderate,54494.07,Master’s Degree,4,1637,1463,48.82,7.92,India,44.33
Heritage manager,Education,Decreasing,High,146866.83,High School,0,5740,5022,39.99,4.1,China,47.56
Agricultural consultant,IT,Increasing,Moderate,101891.05,Master’s Degree,20,3330,780,15.22,56.91,India,63.61
Quarry manager,Healthcare,Increasing,Low,81501.26,PhD,10,1122,7678,57.22,95.35,USA,61.81
Warehouse manager,Manufacturing,Decreasing,High,108196.8,PhD,11,7022,3573,1.82,12.25,China,55.13
"Lecturer, higher education",Manufacturing,Decreasing,Moderate,52046.19,Master’s Degree,7,4030,6405,60.74,77.66,UK,65.28
Lobbyist,Finance,Increasing,Moderate,135724.53,High School,14,4655,9608,29.52,9.93,Brazil,66.92
"Therapist, horticultural",Transportation,Decreasing,Low,44808.94,PhD,6,3306,2601,96.71,1.94,USA,22.5
Radio broadcast assistant,Healthcare,Increasing,Low,60203.25,Associate Degree,20,6824,5106,6.13,36.19,Germany,70.66
Ecologist,Transportation,Increasing,Moderate,126324.93,High School,10,5244,1232,47.58,49.9,UK,29.75
"Programmer, applications",Entertainment,Increasing,High,108314.8,PhD,12,2855,9723,20.9,48.87,India,55.25
Claims inspector/assessor,Retail,Decreasing,Moderate,64869.92,Bachelor’s Degree,5,337,8195,30.85,6.37,Canada,44.41
Barista,IT,Decreasing,Low,95909.82,PhD,20,4557,5147,54.3,38.76,Australia,70.6
"Scientist, research (life sciences)",Transportation,Decreasing,High,98866.85,High School,1,5138,8578,88.21,22.97,UK,24.01
Personal assistant,Manufacturing,Increasing,Low,74601.94,Master’s Degree,9,593,410,21.4,35.76,Australia,37.57
Quarry manager,Entertainment,Decreasing,Low,139499.93,High School,13,1674,7715,64.71,6.67,India,63.77
Radio broadcast assistant,IT,Decreasing,Moderate,147275.32,PhD,8,8548,5628,4.83,16.7,UK,54.6
Medical laboratory scientific officer,Retail,Decreasing,Low,59499.13,Associate Degree,9,6847,1591,21.55,37.0,India,66.67
"Engineer, technical sales",Manufacturing,Increasing,Low,117221.3,Bachelor’s Degree,7,7820,5197,52.95,89.89,USA,24.3
Firefighter,Finance,Decreasing,Low,85306.73,Master’s Degree,9,1307,212,52.06,31.67,USA,77.27
"Civil engineer, contracting",Retail,Increasing,Moderate,70882.17,Bachelor’s Degree,0,5075,2536,33.02,23.59,India,70.02
Company secretary,Education,Decreasing,Low,110454.32,PhD,6,1531,2505,69.06,90.39,Germany,20.41
Dancer,Entertainment,Increasing,Moderate,88535.74,Bachelor’s Degree,6,4424,4089,26.5,25.86,India,49.58
Art gallery manager,Healthcare,Increasing,Moderate,100155.39,Associate Degree,15,7842,4792,4.08,91.45,Germany,54.42
Location manager,Transportation,Increasing,Moderate,97511.66,Master’s Degree,15,7147,2149,79.34,14.68,Brazil,22.72
"Engineer, maintenance",Finance,Decreasing,Low,126467.43,Master’s Degree,15,3708,8367,78.08,36.85,USA,36.31
Travel agency manager,Education,Increasing,Moderate,37471.16,Master’s Degree,20,7083,5037,84.09,55.1,UK,70.13
Phytotherapist,Retail,Increasing,High,119063.42,Associate Degree,18,3898,9394,49.86,71.26,China,57.61
Writer,IT,Decreasing,Moderate,31476.43,PhD,1,9025,8797,48.28,39.26,Germany,62.75
Contracting civil engineer,Healthcare,Decreasing,Moderate,51922.9,Bachelor’s Degree,3,2207,5230,50.54,73.86,Germany,27.63
Pharmacologist,Manufacturing,Increasing,Low,116311.89,Master’s Degree,20,2249,1935,89.73,83.65,USA,36.81
Trade mark attorney,Transportation,Decreasing,Moderate,79385.89,Associate Degree,14,4659,5084,25.77,37.2,Canada,30.22
Geophysical data processor,Transportation,Increasing,High,38960.77,Master’s Degree,3,8051,7508,24.47,57.65,Australia,52.17
Tour manager,Transportation,Decreasing,Low,116130.54,PhD,5,3570,7770,14.11,24.43,Brazil,59.02
Risk analyst,Healthcare,Increasing,Moderate,39031.75,High School,1,2572,4950,97.32,68.09,USA,34.22
Corporate treasurer,Retail,Decreasing,High,92702.82,Master’s Degree,19,8654,7108,71.09,84.85,Brazil,45.84
"Therapist, art",IT,Decreasing,Moderate,128384.38,Bachelor’s Degree,8,7432,4251,87.81,4.02,China,40.21
Furniture designer,Retail,Decreasing,Low,88036.86,PhD,1,4231,6033,29.81,21.4,China,37.34
Meteorologist,Entertainment,Decreasing,Moderate,143561.68,Bachelor’s Degree,19,6532,1371,42.28,46.61,UK,35.93
"Engineer, automotive",Education,Increasing,Moderate,55532.57,PhD,8,4769,4295,88.86,20.99,UK,51.8
Oncologist,Entertainment,Increasing,Low,41757.58,PhD,15,9625,7173,51.09,78.5,UK,66.11
"Nurse, learning disability",Entertainment,Increasing,Low,148268.33,Bachelor’s Degree,9,5861,5792,92.11,21.26,Canada,21.76
Chartered certified accountant,Transportation,Increasing,Low,43987.91,PhD,6,5286,3484,79.93,77.28,Canada,68.86
"Engineer, chemical",Transportation,Decreasing,High,43205.95,Bachelor’s Degree,17,8425,6195,32.96,80.07,Canada,48.28
Historic buildings inspector/conservation officer,Entertainment,Increasing,High,131290.71,PhD,16,5613,7821,64.83,62.75,Canada,52.87
"Designer, jewellery",Entertainment,Decreasing,Moderate,48983.9,PhD,14,1047,1476,97.1,42.0,Brazil,61.79
Farm manager,IT,Increasing,Moderate,110560.43,PhD,15,1319,5491,34.2,56.06,Australia,77.85
"Editor, commissioning",Retail,Decreasing,High,38662.37,Master’s Degree,16,2875,5081,17.57,97.29,UK,45.4
Therapeutic radiographer,Entertainment,Increasing,Moderate,149116.76,Associate Degree,8,2043,6059,10.75,73.69,China,74.15
"Surveyor, planning and development",Healthcare,Decreasing,High,128508.12,Master’s Degree,2,1566,1164,32.85,50.67,China,40.27
Recruitment consultant,Retail,Decreasing,Low,115605.15,High School,8,5007,4139,28.12,42.58,USA,62.27
Civil Service fast streamer,Manufacturing,Decreasing,Moderate,74031.54,High School,9,2191,4724,20.32,94.85,China,68.08
Technical author,Finance,Decreasing,High,122313.32,PhD,16,1511,2955,32.16,76.25,UK,74.54
Environmental manager,Healthcare,Increasing,Low,102118.53,High School,13,6928,1822,66.81,61.11,Canada,51.84
Industrial buyer,IT,Decreasing,High,133488.73,Associate Degree,6,8697,4506,88.05,36.55,Brazil,57.09
Insurance account manager,IT,Increasing,Low,34158.18,Master’s Degree,13,3540,9011,58.82,55.1,Germany,56.87
"Scientist, water quality",Transportation,Increasing,Low,74169.0,PhD,1,9580,4797,28.02,57.44,Australia,69.72
Firefighter,Entertainment,Decreasing,Low,66220.61,Bachelor’s Degree,13,3018,9807,92.55,48.11,Canada,52.08
"Lecturer, further education",Entertainment,Decreasing,Moderate,111270.41,Master’s Degree,13,9971,1455,89.52,95.06,UK,34.37
Early years teacher,Transportation,Decreasing,High,65179.83,PhD,10,2802,623,97.63,92.11,Australia,29.58
Merchant navy officer,Healthcare,Increasing,High,143894.23,Master’s Degree,20,5408,9352,23.75,84.0,Brazil,64.2
Media planner,Retail,Increasing,Moderate,70194.5,Associate Degree,15,5698,8488,79.05,81.6,Brazil,34.74
Race relations officer,Retail,Decreasing,Moderate,149050.78,High School,10,379,4985,41.93,33.72,Brazil,76.17
Company secretary,Transportation,Decreasing,Low,41109.9,Bachelor’s Degree,2,6810,9568,42.53,1.63,USA,72.38
"Scientist, clinical (histocompatibility and immunogenetics)",Healthcare,Increasing,Moderate,138223.78,High School,13,340,7845,81.13,24.99,Australia,69.85
"Psychologist, clinical",Finance,Decreasing,Moderate,108929.16,PhD,17,8320,265,63.3,15.05,Australia,33.16
Health physicist,Entertainment,Decreasing,High,40618.62,PhD,11,2943,596,91.61,72.06,China,41.93
"Designer, multimedia",Entertainment,Increasing,Low,120169.43,Master’s Degree,13,5179,8002,94.17,45.36,UK,29.13
Banker,Transportation,Increasing,Low,119847.0,High School,14,9346,8160,62.75,75.94,USA,64.14
"Engineer, water",Retail,Increasing,Moderate,67728.08,PhD,19,9252,4604,88.72,97.26,Canada,36.11
"Teacher, primary school",IT,Increasing,Low,84983.24,PhD,19,9147,2072,48.63,84.71,Brazil,40.73
"Civil engineer, contracting",Finance,Increasing,Low,80755.85,Bachelor’s Degree,8,3032,7205,63.15,11.54,Germany,75.79
Intelligence analyst,Entertainment,Decreasing,High,31833.88,High School,1,5766,6007,74.22,96.99,China,51.8
"Designer, multimedia",Transportation,Increasing,Low,102382.04,PhD,7,6397,6430,73.93,60.78,India,43.82
Food technologist,Retail,Increasing,Moderate,67845.92,PhD,6,1533,3524,83.55,96.81,Canada,59.03
Fashion designer,Retail,Increasing,Moderate,142866.62,PhD,11,9614,2287,92.32,96.72,USA,67.75
Editorial assistant,Transportation,Increasing,Moderate,116710.0,PhD,15,3294,795,21.77,46.19,Germany,53.2
Soil scientist,Transportation,Decreasing,Moderate,66597.65,Master’s Degree,0,2519,7436,57.23,79.88,USA,33.25
Educational psychologist,IT,Increasing,High,146186.35,High School,5,2036,3738,87.43,70.96,Australia,72.47
Immunologist,Finance,Increasing,High,122318.34,PhD,20,9547,8585,86.73,71.16,USA,36.26
Armed forces training and education officer,Transportation,Increasing,Low,107957.87,Master’s Degree,14,5801,2284,9.83,57.16,India,62.88
Dramatherapist,IT,Increasing,Low,115135.36,Associate Degree,7,2199,390,86.75,27.45,UK,74.55
Sports therapist,Manufacturing,Increasing,Moderate,60827.07,Bachelor’s Degree,13,5902,5954,41.12,92.84,USA,35.97
Fashion designer,Finance,Increasing,Moderate,89342.75,Associate Degree,15,5236,6756,13.41,0.98,China,66.13
Retail merchandiser,IT,Decreasing,Moderate,105461.61,Bachelor’s Degree,4,9589,6554,2.43,77.96,UK,46.62
Barrister,Education,Increasing,High,77162.06,Associate Degree,15,147,9306,85.01,29.19,Brazil,32.7
Mudlogger,Transportation,Increasing,Low,146801.58,Bachelor’s Degree,19,2593,8441,60.65,82.71,UK,35.35
Police officer,Manufacturing,Decreasing,Moderate,43892.51,High School,9,3261,7139,40.64,5.28,UK,48.89
Aid worker,IT,Decreasing,Low,144142.53,PhD,12,4304,3244,99.37,59.85,China,69.61
Speech and language therapist,Finance,Decreasing,Moderate,107785.3,Bachelor’s Degree,3,3747,5378,67.81,72.41,Germany,64.76
Advertising art director,Finance,Increasing,High,122260.8,High School,10,1406,2472,55.63,99.98,UK,33.65
Accommodation manager,Transportation,Decreasing,High,102653.1,Master’s Degree,11,9508,2488,83.09,63.64,USA,76.68
"Lighting technician, broadcasting/film/video",Transportation,Decreasing,High,65197.41,Master’s Degree,11,9907,4464,52.83,34.66,India,58.35
Financial trader,Education,Decreasing,High,40001.24,Associate Degree,10,8609,915,25.37,68.34,Germany,41.74
Occupational psychologist,Healthcare,Decreasing,Moderate,86296.53,Associate Degree,2,1550,7060,97.05,17.95,Brazil,62.35
Film/video editor,IT,Decreasing,Moderate,138773.5,Associate Degree,6,2229,4387,33.91,10.23,Germany,38.81
Medical secretary,IT,Increasing,High,115984.15,Bachelor’s Degree,14,4260,7680,17.58,66.32,Germany,28.11
Educational psychologist,Retail,Decreasing,Moderate,106163.11,Associate Degree,4,2782,2961,53.22,90.29,Australia,42.33
"Engineer, energy",Education,Increasing,Moderate,142533.52,PhD,16,3828,6181,30.07,93.23,China,77.37
"Production designer, theatre/television/film",Education,Increasing,High,38244.55,PhD,19,9845,6223,82.74,81.46,India,57.71
Chartered management accountant,IT,Decreasing,Low,135013.24,Bachelor’s Degree,8,5463,4544,41.99,78.78,UK,62.56
Trade union research officer,Retail,Increasing,Moderate,74894.29,Master’s Degree,9,4209,1097,73.35,77.41,China,31.47
"Sales professional, IT",Education,Decreasing,High,81727.97,Bachelor’s Degree,0,3233,9034,66.4,85.26,UK,71.9
Firefighter,Transportation,Increasing,Low,105455.62,Master’s Degree,15,9355,7959,17.91,36.09,Canada,42.58
Music therapist,Finance,Decreasing,Low,58946.24,Master’s Degree,6,8640,7009,63.78,2.59,Canada,24.74
Advertising account planner,Retail,Decreasing,Low,149567.52,High School,3,2788,265,43.09,79.42,China,56.92
"Investment banker, corporate",IT,Increasing,High,135619.0,High School,7,7821,814,0.67,15.75,USA,48.24
Information officer,Retail,Increasing,Moderate,97254.15,PhD,2,5328,3711,97.64,47.04,India,64.06
"Loss adjuster, chartered",Healthcare,Increasing,High,65063.4,Associate Degree,16,1330,5366,89.48,93.66,USA,50.8
Metallurgist,Entertainment,Decreasing,Low,97983.38,Associate Degree,11,7424,9227,23.94,13.06,India,35.82
Freight forwarder,Entertainment,Decreasing,Moderate,61686.7,Bachelor’s Degree,6,7596,3443,64.34,95.93,UK,26.26
"Therapist, occupational",Transportation,Decreasing,Moderate,110601.44,Associate Degree,15,1176,6853,18.24,68.85,Brazil,59.71
"Education officer, museum",Entertainment,Increasing,Moderate,84974.84,Master’s Degree,7,4073,7886,52.37,0.36,UK,62.38
Editorial assistant,IT,Increasing,High,94536.17,High School,6,3238,6288,18.77,47.26,USA,53.82
Toxicologist,Finance,Increasing,High,139474.54,Associate Degree,19,2375,5440,21.27,74.39,China,32.42
Education administrator,Manufacturing,Increasing,High,106103.18,Master’s Degree,5,1039,4454,48.26,44.05,India,79.11
Management consultant,Retail,Decreasing,Moderate,48285.04,PhD,6,7018,8278,76.55,76.97,India,67.05
"Surveyor, insurance",Education,Decreasing,Moderate,34999.29,PhD,14,6584,600,19.13,43.65,China,31.29
"Scientist, physiological",Transportation,Increasing,Low,45782.78,Master’s Degree,9,5986,1048,63.29,79.88,Canada,43.66
Armed forces technical officer,Finance,Increasing,Moderate,82932.36,Master’s Degree,6,4685,2552,11.6,2.11,Canada,21.96
"Nurse, adult",Manufacturing,Decreasing,Moderate,145601.81,PhD,4,8278,6965,10.39,71.08,USA,76.53
"Engineer, energy",Retail,Increasing,High,123338.56,High School,0,2855,1132,24.56,34.83,USA,23.59
"Copywriter, advertising",Entertainment,Decreasing,High,76517.77,Associate Degree,12,772,769,94.64,20.05,Canada,61.07
Dispensing optician,Transportation,Increasing,Low,68976.05,Bachelor’s Degree,2,3183,858,46.59,22.39,Australia,78.43
Electronics engineer,IT,Decreasing,Moderate,79996.86,PhD,4,9498,7563,60.99,11.2,Germany,76.11
Oceanographer,Retail,Increasing,Low,138725.14,Associate Degree,5,6824,2339,27.19,43.51,Canada,74.71
Local government officer,Education,Decreasing,Low,51200.16,High School,1,7118,1686,73.58,7.55,India,22.77
"Administrator, charities/voluntary organisations",Manufacturing,Increasing,High,70587.63,Master’s Degree,19,9066,8432,66.21,49.38,Germany,49.03
"Surveyor, mining",Finance,Decreasing,Low,119427.9,Master’s Degree,3,9622,400,28.86,19.94,Brazil,32.87
"Geologist, wellsite",Manufacturing,Increasing,High,33715.89,Bachelor’s Degree,9,2747,7463,54.68,21.64,Brazil,33.18
Occupational therapist,Healthcare,Increasing,Moderate,71762.15,High School,4,3085,6165,7.18,40.48,UK,34.66
Geophysicist/field seismologist,Retail,Decreasing,Low,130969.48,Master’s Degree,1,2672,9159,92.34,53.72,India,77.22
Chemical engineer,Entertainment,Decreasing,Moderate,88346.44,High School,13,2131,2765,15.04,35.28,Australia,74.94
"Education officer, community",Retail,Increasing,Low,48390.27,High School,15,431,2775,36.98,78.2,UK,38.27
Insurance account manager,Finance,Increasing,Moderate,45726.83,Bachelor’s Degree,20,8153,3245,54.94,59.87,India,59.27
Media planner,Education,Increasing,Low,88977.46,High School,3,2611,6286,86.3,90.93,India,31.82
Industrial buyer,Healthcare,Increasing,High,79856.55,Bachelor’s Degree,12,3585,3926,16.61,24.99,Australia,31.12
"Teacher, English as a foreign language",Finance,Decreasing,High,76798.67,High School,4,9176,5758,54.08,21.59,USA,26.75
Land/geomatics surveyor,IT,Increasing,Moderate,84419.13,High School,3,5600,8745,76.45,88.7,USA,30.03
Fitness centre manager,Entertainment,Decreasing,Moderate,95746.61,Bachelor’s Degree,5,9997,7635,40.82,59.66,Brazil,34.08
Holiday representative,Manufacturing,Increasing,Low,123028.75,Bachelor’s Degree,8,8512,8704,84.76,52.26,Australia,45.38
Politician's assistant,Transportation,Decreasing,Moderate,95643.16,Master’s Degree,5,2192,3369,95.09,73.54,China,76.38
"Conservator, museum/gallery",Retail,Increasing,Moderate,68394.0,PhD,2,198,7314,48.49,90.16,USA,46.45
Minerals surveyor,Healthcare,Decreasing,Low,39449.12,High School,6,1483,2570,78.7,68.15,China,48.31
Ergonomist,Retail,Decreasing,High,115174.67,High School,15,9879,3141,82.96,3.4,Germany,28.54
"Surveyor, building",Finance,Increasing,Low,83492.08,PhD,9,3155,1107,71.87,68.54,Brazil,48.76
Food technologist,Manufacturing,Decreasing,Low,69924.46,Master’s Degree,12,8029,6576,13.05,76.73,Canada,48.89
Fish farm manager,Education,Decreasing,Moderate,91390.24,Master’s Degree,5,3372,3048,99.88,18.67,USA,50.81
Intelligence analyst,Transportation,Decreasing,High,129666.22,Associate Degree,14,1045,6732,21.41,43.66,India,62.88
Insurance broker,Manufacturing,Decreasing,High,67752.65,PhD,17,6289,2097,37.92,81.93,Brazil,79.33
Podiatrist,IT,Decreasing,Moderate,101137.11,Associate Degree,7,2032,8537,21.53,86.66,Australia,57.16
Leisure centre manager,Finance,Decreasing,Low,47340.11,Master’s Degree,8,3252,6431,43.0,5.65,Canada,37.68
"Nurse, children's",Entertainment,Decreasing,Low,106892.22,Bachelor’s Degree,11,2842,3108,57.76,76.49,Germany,61.6
Advertising copywriter,Transportation,Decreasing,Low,97304.27,Associate Degree,20,9067,4107,87.71,40.59,Germany,77.97
Agricultural consultant,Entertainment,Increasing,Low,45103.25,Associate Degree,16,1892,1820,79.15,89.68,China,62.9
"Psychotherapist, child",Manufacturing,Increasing,Low,36649.1,PhD,4,6127,3608,45.09,30.28,India,79.61
"Nurse, adult",Retail,Decreasing,Moderate,38049.1,Bachelor’s Degree,15,8067,7935,93.68,83.14,Germany,51.3
"Engineer, automotive",Finance,Increasing,Moderate,36899.65,Bachelor’s Degree,12,3402,6080,80.82,29.7,USA,76.81
"Research officer, political party",Manufacturing,Increasing,Low,126232.38,Associate Degree,17,8514,7386,9.84,98.73,Germany,40.14
"Buyer, retail",Retail,Increasing,High,65862.63,Associate Degree,15,1635,5937,9.91,46.42,India,27.51
"Exhibitions officer, museum/gallery",Entertainment,Decreasing,Low,56841.35,Bachelor’s Degree,11,1457,4739,43.83,19.26,Australia,36.94
"Psychologist, forensic",Manufacturing,Decreasing,Moderate,113234.54,High School,11,984,6276,13.19,51.89,China,48.45
Theme park manager,Entertainment,Increasing,High,94940.16,PhD,8,5858,9756,64.02,85.75,Canada,63.26
IT technical support officer,Entertainment,Increasing,Moderate,113608.22,High School,9,2404,8426,29.51,16.67,Brazil,23.11
Musician,Healthcare,Decreasing,Low,31666.0,Bachelor’s Degree,8,4347,5582,57.55,64.69,Brazil,67.4
Professor Emeritus,Education,Decreasing,High,129781.29,High School,13,9707,1496,13.75,2.19,Germany,33.69
Print production planner,Manufacturing,Increasing,Low,49248.63,Master’s Degree,7,6654,3316,87.21,67.16,China,41.27
Theatre stage manager,Transportation,Increasing,Low,93280.71,High School,15,629,3902,42.95,39.96,Brazil,21.32
"Conservation officer, historic buildings",IT,Decreasing,Low,131454.76,Master’s Degree,12,9502,2452,14.62,52.43,Brazil,60.49
Analytical chemist,Education,Increasing,Low,62142.51,Associate Degree,18,1212,8010,74.9,35.37,China,35.0
Passenger transport manager,Transportation,Increasing,Low,76116.47,Master’s Degree,5,1054,5604,18.24,98.01,China,20.39
"Surveyor, building",Healthcare,Decreasing,High,130370.8,PhD,3,4983,6017,61.15,45.13,Germany,44.64
Banker,IT,Increasing,High,149199.0,High School,11,7709,5248,59.94,36.53,India,41.97
Chief Strategy Officer,Entertainment,Increasing,High,72029.26,Bachelor’s Degree,18,2417,3598,77.41,62.62,Germany,55.79
Race relations officer,Manufacturing,Increasing,Low,119722.66,High School,6,519,4566,33.58,30.91,Australia,75.12
Intelligence analyst,Healthcare,Increasing,Moderate,57254.3,Bachelor’s Degree,1,7310,3308,72.56,2.74,USA,23.0
Politician's assistant,Finance,Decreasing,High,55965.41,Bachelor’s Degree,14,1261,4649,96.54,61.2,UK,35.75
Sports administrator,Finance,Increasing,Low,107519.01,High School,11,3869,7983,49.71,38.28,Germany,31.73
"Accountant, chartered management",Education,Decreasing,Low,77019.48,PhD,15,9455,7944,64.86,5.78,India,41.92
Editorial assistant,Manufacturing,Increasing,Moderate,131076.96,Bachelor’s Degree,0,4431,451,23.81,82.39,Brazil,74.03
"Lecturer, higher education",Retail,Increasing,High,113979.83,Associate Degree,13,4599,7840,97.25,71.5,Australia,71.58
"Editor, commissioning",Entertainment,Increasing,Moderate,114915.09,Associate Degree,16,958,7728,2.98,81.34,Canada,34.09
Health promotion specialist,Finance,Decreasing,Moderate,74075.73,Bachelor’s Degree,7,1286,8989,97.53,72.62,Brazil,47.66
Special effects artist,Transportation,Increasing,Moderate,139885.9,Associate Degree,12,5165,5266,91.2,97.5,Australia,21.96
Recruitment consultant,IT,Increasing,High,110673.72,Bachelor’s Degree,6,5287,784,22.02,97.12,China,50.97
Bookseller,Manufacturing,Increasing,Low,143286.47,Bachelor’s Degree,16,3340,6617,88.38,90.29,India,42.15
Arts development officer,Healthcare,Decreasing,High,120799.59,Master’s Degree,17,8567,4607,54.05,1.94,UK,42.54
Ecologist,Manufacturing,Increasing,Moderate,55323.89,PhD,0,2164,3690,18.1,52.06,UK,60.95
Field seismologist,Manufacturing,Decreasing,High,92229.72,High School,2,2434,2350,8.74,40.85,Germany,31.32
Financial risk analyst,Finance,Increasing,Moderate,143947.15,High School,19,8503,3405,9.48,92.61,USA,44.3
Optometrist,Finance,Increasing,Moderate,40348.81,Master’s Degree,18,5042,2183,63.3,14.4,Brazil,34.15
Dietitian,Retail,Increasing,Low,91169.31,Bachelor’s Degree,8,7448,2997,38.17,18.13,China,62.84
Medical technical officer,Education,Increasing,Moderate,120023.33,Master’s Degree,0,7818,3692,82.78,81.86,Brazil,65.46
Banker,Finance,Decreasing,Moderate,48692.13,Master’s Degree,12,5111,1807,2.92,21.09,Germany,55.66
"Scientist, research (maths)",Retail,Decreasing,Moderate,96686.96,PhD,0,793,4581,21.04,72.93,Canada,55.31
Animator,Healthcare,Increasing,High,64619.57,High School,1,3649,469,73.63,62.67,USA,50.55
Clinical research associate,Retail,Increasing,Moderate,144266.58,Bachelor’s Degree,11,6194,1645,56.06,59.93,UK,40.74
Aid worker,IT,Increasing,Low,133328.89,High School,7,4475,8667,19.91,79.88,Germany,56.78
Radiation protection practitioner,Transportation,Decreasing,High,43731.82,Associate Degree,11,7294,1277,43.39,95.57,UK,38.22
Bonds trader,Finance,Decreasing,Moderate,77924.27,Associate Degree,14,642,6018,52.92,57.35,UK,55.06
Holiday representative,Transportation,Increasing,Moderate,130271.62,High School,6,5144,736,77.86,27.4,Brazil,73.62
Fine artist,Education,Increasing,Moderate,137231.39,High School,13,9405,794,48.6,2.46,India,57.56
Homeopath,Finance,Increasing,High,138060.09,PhD,19,2588,6741,10.62,60.57,Brazil,76.37
Pension scheme manager,Healthcare,Increasing,Moderate,107972.14,Bachelor’s Degree,12,9556,8413,72.81,32.28,Germany,35.71
"Production assistant, radio",Education,Decreasing,High,35303.01,PhD,0,9675,5081,1.86,53.1,Germany,61.53
Solicitor,Manufacturing,Decreasing,Low,36050.18,Master’s Degree,14,1233,9618,32.19,99.03,Canada,20.7
Race relations officer,Entertainment,Increasing,Moderate,75390.03,Associate Degree,6,2265,7959,13.11,6.58,India,23.35
"Scientist, biomedical",Manufacturing,Increasing,High,103811.2,Master’s Degree,20,9775,7232,20.6,40.36,Australia,58.56
"Teacher, secondary school",IT,Decreasing,Moderate,144712.13,Bachelor’s Degree,12,8213,6968,56.67,19.8,Germany,61.74
"Psychotherapist, child",Entertainment,Decreasing,High,84168.77,Associate Degree,8,9121,1903,90.6,34.55,India,65.96
Community education officer,Transportation,Decreasing,Moderate,145582.61,Associate Degree,10,235,4539,12.53,45.21,Brazil,26.57
Cartographer,Retail,Decreasing,Low,61130.87,PhD,15,4750,557,14.81,10.98,USA,24.26
"Programme researcher, broadcasting/film/video",IT,Decreasing,High,128719.85,Master’s Degree,9,7269,9475,63.14,32.02,USA,58.19
Community education officer,Retail,Decreasing,High,70720.23,Bachelor’s Degree,9,5965,6221,90.67,83.52,USA,40.79
Learning mentor,Healthcare,Increasing,High,128554.36,High School,3,5453,4165,5.67,88.51,USA,75.49
Freight forwarder,Finance,Increasing,Moderate,97134.1,PhD,5,8171,7130,66.93,92.15,Germany,42.32
Trade union research officer,Transportation,Decreasing,Low,32890.95,Bachelor’s Degree,18,7007,4116,2.81,58.01,Germany,72.15
Customer service manager,Healthcare,Increasing,Low,133504.01,Master’s Degree,6,1394,2402,24.2,1.84,USA,77.85
Aid worker,IT,Decreasing,Moderate,139177.85,Associate Degree,2,1437,1388,8.85,9.59,USA,29.53
Toxicologist,Transportation,Increasing,Low,126042.15,High School,5,8056,5122,18.0,36.0,Australia,76.39
Actor,IT,Decreasing,Low,52352.01,Bachelor’s Degree,6,7565,3284,91.52,30.63,India,26.44
"Scientist, biomedical",Healthcare,Increasing,High,94313.04,High School,4,178,9750,31.23,5.94,Canada,53.14
Visual merchandiser,Retail,Decreasing,Moderate,136148.39,Bachelor’s Degree,4,2592,5916,50.08,12.71,Germany,58.52
"Horticulturist, commercial",Finance,Decreasing,Moderate,71311.2,Bachelor’s Degree,9,6480,5522,84.55,92.87,Canada,33.34
"Administrator, charities/voluntary organisations",IT,Decreasing,Moderate,131956.77,Master’s Degree,14,7004,9925,6.17,87.72,China,29.79
Forensic psychologist,Manufacturing,Decreasing,Moderate,106224.29,Associate Degree,8,1166,3455,69.63,74.59,Australia,43.42
Camera operator,Manufacturing,Increasing,High,83925.23,High School,7,1045,5129,40.65,35.58,India,73.73
Police officer,Transportation,Increasing,Low,77281.16,High School,0,906,9130,3.08,23.68,USA,31.8
Ergonomist,IT,Decreasing,High,110514.14,Master’s Degree,18,2447,1934,11.09,87.49,Brazil,76.27
"Physicist, medical",IT,Decreasing,High,98694.22,Bachelor’s Degree,12,4432,7453,46.85,17.24,Canada,70.45
Insurance claims handler,Healthcare,Decreasing,Low,63415.44,Bachelor’s Degree,18,2740,5157,61.83,43.71,Germany,28.84
Commercial/residential surveyor,IT,Decreasing,High,138223.17,Bachelor’s Degree,9,1175,4003,18.87,50.37,Australia,41.24
"Engineer, petroleum",IT,Increasing,Low,93132.2,High School,9,3150,7283,85.47,83.82,Canada,33.97
Occupational therapist,Entertainment,Increasing,High,64872.39,Bachelor’s Degree,8,3322,5181,49.95,20.99,Australia,49.58
Environmental education officer,Manufacturing,Increasing,Moderate,129119.94,PhD,12,5953,6095,75.5,59.47,Brazil,65.06
"Teacher, secondary school",Retail,Increasing,Low,102929.35,PhD,20,6618,5491,58.5,37.44,Brazil,53.39
Teaching laboratory technician,Finance,Decreasing,Low,38567.15,PhD,12,4340,278,29.41,1.87,India,70.16
TEFL teacher,Manufacturing,Decreasing,High,113607.28,PhD,3,6937,2343,12.12,71.54,UK,69.2
"Engineer, materials",Manufacturing,Decreasing,Low,108513.56,PhD,18,4035,8416,12.56,0.91,Canada,37.11
Communications engineer,Retail,Decreasing,Low,42966.87,Associate Degree,12,7622,9846,7.89,91.23,China,22.59
Media planner,IT,Decreasing,Moderate,45639.9,Bachelor’s Degree,11,5777,3658,77.95,97.68,UK,79.0
"Nurse, children's",Education,Increasing,Low,82458.83,Bachelor’s Degree,4,9671,6560,23.51,96.79,China,32.07
Agricultural engineer,Healthcare,Decreasing,Moderate,74050.6,PhD,7,9382,9250,97.15,78.0,India,76.72
Animal nutritionist,IT,Increasing,High,85627.11,High School,9,5033,3836,56.84,29.88,Australia,62.96
Health and safety adviser,IT,Increasing,Low,134376.16,Bachelor’s Degree,10,8603,7422,8.95,69.07,Brazil,79.44
"Scientist, research (physical sciences)",Entertainment,Decreasing,Low,121245.72,Associate Degree,13,2844,1606,72.24,64.64,Brazil,24.93
Proofreader,Finance,Increasing,Low,93879.91,Associate Degree,2,3469,2193,70.49,61.29,UK,51.73
Chemical engineer,Finance,Decreasing,High,72735.85,Master’s Degree,5,9326,4288,0.17,27.92,China,52.89
Educational psychologist,Manufacturing,Decreasing,High,107747.64,Associate Degree,17,6881,1642,6.92,13.25,Canada,65.66
Air cabin crew,Finance,Increasing,Low,115965.74,Bachelor’s Degree,14,6812,9640,49.86,45.4,UK,75.13
"Production assistant, television",Transportation,Increasing,Moderate,50914.95,Associate Degree,1,2872,7833,92.68,31.83,UK,23.2
Careers adviser,Entertainment,Decreasing,High,134173.83,PhD,8,729,7937,13.13,72.19,China,32.5
Animal technologist,Finance,Increasing,High,100049.94,PhD,4,5313,345,15.66,79.61,Australia,64.29
Industrial/product designer,Retail,Increasing,High,106799.09,Bachelor’s Degree,16,5207,9953,94.27,91.14,Australia,34.06
Research scientist (maths),Manufacturing,Decreasing,Moderate,107294.79,Associate Degree,1,2907,1103,39.74,89.73,Canada,27.36
IT sales professional,Finance,Increasing,Moderate,112104.3,Bachelor’s Degree,0,8795,8922,53.57,85.38,Germany,54.76
"Lighting technician, broadcasting/film/video",Finance,Increasing,High,122570.4,Master’s Degree,20,9037,2717,74.65,63.74,China,61.63
"Psychologist, counselling",Retail,Increasing,High,64393.61,Associate Degree,14,268,6790,67.46,21.46,Brazil,31.32
Commercial art gallery manager,Education,Increasing,High,88763.62,Bachelor’s Degree,20,9561,2307,11.6,41.91,USA,49.63
Primary school teacher,Manufacturing,Decreasing,Low,64243.78,Associate Degree,16,2455,7438,90.09,89.25,USA,56.83
"Copywriter, advertising",Entertainment,Decreasing,Moderate,130619.7,Bachelor’s Degree,15,5241,1304,14.18,16.23,UK,36.15
Ship broker,Manufacturing,Increasing,High,61249.05,Associate Degree,7,7206,8658,90.93,36.54,Canada,58.27
"Administrator, charities/voluntary organisations",Healthcare,Increasing,High,87589.25,Master’s Degree,18,7573,9721,22.27,39.76,Canada,72.03
Chief Technology Officer,Healthcare,Increasing,Low,139303.21,Master’s Degree,14,2604,2465,4.72,25.58,China,43.67
Hydrographic surveyor,Healthcare,Increasing,Low,141348.74,Bachelor’s Degree,2,8174,5399,48.45,30.27,USA,27.94
"Producer, radio",IT,Decreasing,Moderate,74183.36,Associate Degree,16,5917,3600,8.43,57.88,USA,27.84
Radio broadcast assistant,Entertainment,Increasing,Moderate,143832.4,High School,12,5363,2102,85.0,22.76,Australia,56.05
"Engineer, civil (consulting)",Retail,Increasing,Moderate,92398.4,High School,5,9412,2249,63.96,99.49,India,70.12
Energy engineer,Education,Decreasing,Low,138389.39,Master’s Degree,18,743,5027,18.21,26.25,USA,68.82
Estate manager/land agent,Finance,Increasing,High,89226.63,PhD,7,1071,1201,54.68,50.05,UK,71.54
"Surveyor, hydrographic",IT,Increasing,High,35470.94,Bachelor’s Degree,9,631,2994,20.26,31.46,Germany,22.06
IT consultant,Finance,Increasing,High,115531.15,High School,7,941,4283,90.42,39.81,China,43.6
Emergency planning/management officer,Entertainment,Decreasing,High,86442.83,Bachelor’s Degree,8,341,1689,28.24,68.89,USA,73.95
Counselling psychologist,IT,Increasing,Low,101243.13,PhD,2,3669,9912,83.56,4.8,India,51.24
Insurance underwriter,Healthcare,Increasing,Moderate,72391.31,Associate Degree,5,6484,8442,38.32,99.5,Canada,52.71
Civil Service fast streamer,Transportation,Decreasing,Low,71172.64,High School,11,7084,4835,11.78,25.13,Canada,54.1
Veterinary surgeon,Healthcare,Increasing,Moderate,79635.5,PhD,6,6827,9717,20.02,2.79,Brazil,57.0
Chiropodist,Retail,Increasing,Moderate,77095.55,Associate Degree,14,6177,942,21.72,86.72,USA,69.53
Charity officer,IT,Decreasing,High,50487.39,PhD,4,3724,100,37.33,50.68,China,36.59
Health visitor,Healthcare,Increasing,High,146529.21,Master’s Degree,1,6942,2522,19.8,26.17,Canada,74.25
Careers adviser,Manufacturing,Decreasing,Low,138944.19,PhD,20,8492,7182,81.99,47.07,China,49.73
English as a foreign language teacher,Healthcare,Increasing,Low,58530.31,High School,20,2255,439,89.36,40.79,Germany,35.48
Heritage manager,Transportation,Increasing,High,137992.16,PhD,19,8053,7532,4.54,50.32,Canada,56.91
Sports coach,Entertainment,Decreasing,Moderate,144960.53,Bachelor’s Degree,16,352,7364,72.73,96.7,Brazil,57.84
Ship broker,Manufacturing,Increasing,Low,131546.01,Bachelor’s Degree,5,9727,2244,52.85,2.42,Australia,63.18
"Engineer, materials",Finance,Increasing,High,67851.46,Master’s Degree,4,5504,2288,58.67,87.76,Canada,33.61
"Lecturer, further education",Manufacturing,Decreasing,High,116680.56,High School,6,1344,6114,17.51,24.62,China,61.73
"Engineer, site",Transportation,Increasing,Low,47184.7,Master’s Degree,10,3625,6943,26.02,41.48,Canada,71.32
"Designer, industrial/product",Entertainment,Decreasing,Low,105415.97,PhD,9,8044,5698,70.94,93.37,China,30.24
English as a second language teacher,Education,Increasing,Moderate,128506.63,High School,12,592,2702,40.02,70.06,China,78.59
Personal assistant,Transportation,Increasing,Low,117909.29,High School,3,837,8428,53.65,80.37,Germany,50.7
English as a foreign language teacher,Transportation,Decreasing,Low,100137.41,Master’s Degree,16,7464,4788,98.07,26.15,Australia,40.09
Fine artist,Healthcare,Increasing,Low,52608.0,Master’s Degree,7,7236,1896,82.9,74.96,Australia,56.37
Ecologist,Education,Decreasing,Moderate,123581.84,PhD,20,5111,9178,37.26,64.07,China,77.78
Magazine features editor,Education,Increasing,Moderate,86563.75,Master’s Degree,10,9936,9554,93.55,12.04,Australia,21.68
Holiday representative,IT,Increasing,High,123990.89,Master’s Degree,11,6484,5786,83.17,0.74,China,23.41
Microbiologist,IT,Decreasing,Moderate,58704.08,Master’s Degree,9,1904,3174,59.54,2.23,Germany,29.51
Research scientist (medical),Transportation,Increasing,High,115448.07,Associate Degree,18,8446,6079,99.86,70.92,Australia,49.03
Sports administrator,Manufacturing,Increasing,Moderate,58541.46,Associate Degree,9,2361,438,80.07,15.67,Germany,56.78
Television/film/video producer,Finance,Decreasing,High,122993.64,Master’s Degree,19,3227,9523,42.32,69.26,Germany,37.21
"Administrator, sports",Education,Increasing,Low,55463.79,High School,9,3244,4409,49.85,87.48,China,47.93
Transport planner,Retail,Decreasing,Low,92066.93,Master’s Degree,5,759,4913,87.8,29.71,Brazil,68.51
Heritage manager,Education,Decreasing,Low,111482.64,Master’s Degree,10,557,7788,11.04,49.09,Brazil,64.2
"Nurse, learning disability",Healthcare,Increasing,High,147730.18,Master’s Degree,5,4271,6861,62.87,62.39,Australia,28.12
Camera operator,Healthcare,Decreasing,Low,130843.33,High School,12,7802,2588,18.67,7.74,UK,20.29
Broadcast presenter,Retail,Increasing,High,40865.64,Bachelor’s Degree,11,2771,9781,29.9,42.5,India,69.1
"Engineer, automotive",Retail,Decreasing,Moderate,140421.23,Bachelor’s Degree,14,9376,6449,95.15,84.34,USA,44.95
Scientific laboratory technician,Entertainment,Decreasing,Low,137362.92,Bachelor’s Degree,10,4437,9194,84.47,20.28,India,68.85
"Administrator, Civil Service",Retail,Increasing,Moderate,55901.18,High School,15,6983,9767,10.48,46.86,USA,31.65
Quantity surveyor,Finance,Decreasing,Low,124422.38,Associate Degree,18,9015,1253,57.91,39.89,Brazil,24.49
Financial planner,Manufacturing,Increasing,Moderate,100532.55,PhD,1,7408,7209,61.92,39.07,USA,23.63
Purchasing manager,Healthcare,Increasing,Moderate,123718.22,Associate Degree,8,3807,581,34.16,64.43,Australia,50.75
Academic librarian,Retail,Decreasing,Moderate,138354.88,PhD,14,3526,7799,87.34,32.42,Brazil,46.1
Veterinary surgeon,Healthcare,Increasing,High,60229.57,High School,2,5230,6624,23.95,13.61,Australia,50.49
Sports administrator,IT,Increasing,Moderate,106770.39,Master’s Degree,5,4212,5360,58.5,69.1,Canada,75.8
Brewing technologist,IT,Decreasing,Moderate,138082.42,Associate Degree,17,9925,8447,16.02,42.61,China,34.78
Insurance account manager,Finance,Increasing,Low,107098.05,Master’s Degree,18,2684,1283,60.48,86.0,China,54.08
Information systems manager,Entertainment,Increasing,Low,66665.49,Associate Degree,8,2310,4440,79.62,24.56,USA,52.84
Toxicologist,Education,Increasing,High,32621.01,Associate Degree,8,8524,5671,56.22,50.58,Brazil,48.31
"Engineer, control and instrumentation",Transportation,Increasing,High,31448.44,Master’s Degree,8,7862,9483,59.97,3.71,USA,50.96
Broadcast presenter,Healthcare,Decreasing,High,96350.57,PhD,4,599,4194,46.7,31.94,Brazil,78.35
Horticultural therapist,Retail,Increasing,High,146405.77,Associate Degree,1,8205,9457,12.49,80.4,Australia,49.76
Politician's assistant,Healthcare,Decreasing,Moderate,122805.08,Associate Degree,2,8859,8148,79.85,83.48,USA,53.63
Podiatrist,IT,Decreasing,High,102181.63,High School,8,5761,2804,6.57,49.55,Germany,46.53
Podiatrist,Education,Decreasing,Low,95279.74,Associate Degree,20,4824,3964,66.42,38.84,China,72.02
Research scientist (life sciences),Entertainment,Increasing,Low,127170.82,Bachelor’s Degree,2,469,3334,89.02,93.5,Brazil,64.65
Glass blower/designer,Healthcare,Increasing,Low,137073.57,Associate Degree,2,9813,1872,79.29,18.32,Canada,77.57
"Physicist, medical",Entertainment,Increasing,Low,56805.08,Master’s Degree,0,6333,9628,45.61,49.12,USA,60.56
"Engineer, chemical",Education,Increasing,Moderate,124665.99,Master’s Degree,3,4738,8327,40.76,32.89,USA,29.74
"Editor, film/video",IT,Increasing,Low,147153.08,Associate Degree,0,641,2147,82.74,75.58,China,44.53
Dealer,Entertainment,Increasing,Low,61066.65,Master’s Degree,11,5357,1391,88.52,99.49,Canada,35.66
Government social research officer,Healthcare,Increasing,High,110158.94,Associate Degree,7,8727,4897,21.9,97.55,Germany,72.55
"Engineer, electrical",Entertainment,Decreasing,Moderate,33826.5,High School,11,6364,7992,10.3,92.69,China,68.72
"Scientist, biomedical",Retail,Increasing,Low,31175.12,PhD,4,1058,8312,84.73,8.12,Germany,70.14
Magazine features editor,Finance,Decreasing,Moderate,37149.56,High School,19,8011,1700,6.58,67.77,Australia,28.44
Leisure centre manager,Finance,Increasing,Low,65119.39,High School,20,8300,226,91.8,53.09,Brazil,59.34
Plant breeder/geneticist,Education,Decreasing,Low,34471.84,Master’s Degree,8,1218,3104,86.92,90.32,UK,75.17
Print production planner,Retail,Decreasing,Low,126122.93,Master’s Degree,7,213,1441,35.22,91.01,Brazil,69.61
Environmental health practitioner,IT,Increasing,Moderate,97945.66,Master’s Degree,1,1231,138,92.29,59.78,India,40.59
Aid worker,Healthcare,Increasing,High,145214.49,PhD,18,4761,7812,93.66,86.25,India,33.46
Legal executive,Entertainment,Increasing,Moderate,111058.78,PhD,18,5469,9218,96.13,69.28,Brazil,53.04
Multimedia specialist,Manufacturing,Decreasing,Low,77820.86,Associate Degree,9,2574,2302,27.6,89.96,Canada,41.6
"Accountant, chartered management",Finance,Increasing,Moderate,49820.92,PhD,14,3187,9854,33.35,89.85,UK,54.83
"Surveyor, building",Finance,Increasing,High,74033.96,Bachelor’s Degree,1,1227,9330,37.95,25.65,Germany,75.97
Bookseller,Retail,Increasing,Moderate,67971.19,Bachelor’s Degree,7,1124,3399,58.42,48.21,UK,72.01
Research scientist (maths),Entertainment,Increasing,High,37172.41,PhD,17,847,5338,40.64,31.19,Brazil,31.05
Lawyer,Entertainment,Increasing,Low,87289.13,Bachelor’s Degree,9,4011,6721,54.91,90.52,China,69.18
Insurance underwriter,Retail,Increasing,Moderate,40851.72,Master’s Degree,7,520,8924,78.8,82.92,Canada,45.78
Research scientist (physical sciences),IT,Decreasing,Moderate,147664.83,Master’s Degree,16,4258,1950,29.8,16.64,China,54.6
Passenger transport manager,Manufacturing,Increasing,Moderate,79079.67,High School,15,6693,8828,28.76,74.6,UK,60.41
Civil Service administrator,Finance,Decreasing,High,67862.76,PhD,19,9555,2407,67.43,58.82,India,41.97
Immigration officer,Retail,Increasing,Moderate,86522.57,High School,13,1628,1657,86.8,80.29,Brazil,47.88
IT sales professional,Finance,Decreasing,Low,49280.97,High School,13,3610,6821,14.53,32.43,Germany,58.32
Sports administrator,Education,Decreasing,High,38249.39,Master’s Degree,8,2397,4890,70.08,67.93,UK,72.44
Games developer,Education,Decreasing,Moderate,138098.42,Master’s Degree,9,4444,9636,60.27,5.81,China,46.37
General practice doctor,Healthcare,Decreasing,High,50957.16,Bachelor’s Degree,18,6166,1938,99.39,22.5,Brazil,76.91
Air cabin crew,Education,Decreasing,Moderate,48941.79,Master’s Degree,17,1632,8228,14.38,5.05,USA,67.66
Horticultural consultant,Retail,Decreasing,High,38119.48,Associate Degree,4,7309,1387,11.85,38.33,Canada,30.22
Quantity surveyor,Education,Increasing,Low,120237.63,Master’s Degree,16,6437,2920,92.7,87.82,Australia,74.59
Psychiatric nurse,Healthcare,Increasing,High,140045.54,Associate Degree,2,751,4698,77.2,13.5,China,55.42
Market researcher,Retail,Increasing,Low,106312.8,Bachelor’s Degree,1,7463,5163,41.98,82.73,UK,34.96
Mudlogger,Education,Increasing,High,32956.64,High School,0,7720,6741,54.78,91.94,Germany,51.07
Occupational hygienist,Manufacturing,Decreasing,Moderate,67532.98,High School,14,1014,1574,33.66,47.97,USA,53.45
Radio broadcast assistant,IT,Decreasing,High,79884.65,Bachelor’s Degree,0,4783,8831,50.09,16.92,UK,24.85
Cabin crew,IT,Increasing,Low,47357.34,Bachelor’s Degree,0,3457,7189,4.54,22.79,USA,41.57
Claims inspector/assessor,Transportation,Increasing,Moderate,46884.4,Bachelor’s Degree,3,1367,9690,43.7,71.53,Canada,47.82
Horticultural therapist,Transportation,Increasing,Moderate,100878.13,Master’s Degree,4,395,5210,98.86,69.93,India,58.37
Manufacturing systems engineer,Education,Increasing,High,70715.94,High School,6,5542,3601,58.98,29.27,India,59.05
Chief of Staff,Transportation,Decreasing,Moderate,39848.33,High School,16,607,1191,26.05,27.84,China,25.43
"Research officer, trade union",Finance,Decreasing,Moderate,137814.88,Master’s Degree,14,9669,2690,98.19,63.48,Australia,56.38
"Psychologist, educational",Finance,Increasing,High,83484.96,Associate Degree,10,3074,2194,99.93,29.63,China,57.47
"Geneticist, molecular",Finance,Increasing,Low,78577.91,PhD,19,8159,1892,54.04,33.16,UK,21.44
Careers information officer,IT,Increasing,High,47684.56,Bachelor’s Degree,19,1917,8693,35.55,53.13,China,73.71
Armed forces logistics/support/administrative officer,Finance,Decreasing,Low,81502.56,High School,19,3421,6221,58.1,40.06,USA,36.86
Armed forces operational officer,Manufacturing,Increasing,Low,129554.27,Master’s Degree,8,8930,3273,81.34,62.23,India,79.0
"Biochemist, clinical",Finance,Decreasing,Moderate,44024.73,Master’s Degree,1,8065,4279,64.2,5.53,China,48.55
Holiday representative,Finance,Decreasing,Moderate,145039.36,PhD,10,4393,2931,71.45,24.1,USA,46.32
"Education officer, community",IT,Increasing,High,119259.09,High School,14,6769,325,91.26,53.08,India,33.26
Ship broker,Entertainment,Decreasing,Moderate,130395.94,High School,7,6007,8525,3.64,96.16,Germany,64.08
Insurance underwriter,Entertainment,Decreasing,Low,116440.37,Master’s Degree,12,2503,5687,49.7,46.17,UK,64.41
"Designer, exhibition/display",IT,Decreasing,Moderate,52177.31,Associate Degree,18,6599,8330,1.43,56.26,Brazil,39.46
"Designer, multimedia",Retail,Increasing,Moderate,104410.82,Bachelor’s Degree,14,8926,7505,8.69,45.64,Canada,46.41
Event organiser,Retail,Increasing,Moderate,144389.39,Associate Degree,15,9474,6101,78.34,23.55,Brazil,56.72
Contracting civil engineer,IT,Decreasing,Low,81768.92,High School,9,6842,5564,44.41,78.68,China,59.68
"Engineer, electrical",Education,Decreasing,Moderate,62762.57,Bachelor’s Degree,5,5830,8030,70.35,87.35,USA,75.2
"Accountant, chartered management",Manufacturing,Decreasing,Moderate,145311.06,High School,1,3754,8207,71.58,44.2,Canada,58.93
IT sales professional,Transportation,Decreasing,Moderate,41449.95,High School,0,3573,657,85.85,12.1,Canada,72.23
Child psychotherapist,Healthcare,Decreasing,Low,65020.44,High School,2,3515,9807,26.98,85.83,Brazil,40.75
Early years teacher,Healthcare,Increasing,Moderate,111422.61,PhD,8,5235,4179,73.85,51.31,India,51.63
"Journalist, newspaper",Retail,Decreasing,Moderate,98150.19,High School,16,8594,2499,41.44,47.34,India,47.75
Curator,Retail,Increasing,Low,132755.8,Bachelor’s Degree,8,5546,8018,96.74,11.75,China,24.57
Dramatherapist,Retail,Decreasing,High,113268.14,Associate Degree,16,4949,2236,73.98,33.97,Brazil,60.09
Outdoor activities/education manager,IT,Decreasing,Low,31892.84,Master’s Degree,9,6893,8844,75.55,10.68,Canada,59.36
Curator,Entertainment,Increasing,Moderate,138454.58,PhD,3,4853,4441,79.51,20.06,Brazil,49.74
"Engineer, manufacturing",Healthcare,Decreasing,High,88429.73,Associate Degree,18,4996,7109,39.7,71.8,Germany,41.14
Health and safety adviser,Finance,Decreasing,Low,146823.51,Master’s Degree,1,1514,295,39.3,77.91,USA,67.4
Museum/gallery exhibitions officer,Transportation,Decreasing,Moderate,82427.02,Bachelor’s Degree,2,9445,3847,16.75,25.2,Canada,44.37
Brewing technologist,Education,Decreasing,Moderate,52278.1,Associate Degree,3,5595,3572,90.19,91.42,USA,25.93
Sports administrator,Transportation,Increasing,Low,125162.83,Associate Degree,8,7918,3673,37.27,57.52,USA,63.56
Environmental consultant,Retail,Increasing,High,62770.62,Bachelor’s Degree,12,9913,5395,25.55,25.13,Australia,38.01
Clinical embryologist,Manufacturing,Decreasing,Low,33123.0,Bachelor’s Degree,11,8766,5897,64.53,11.31,Australia,20.59
"Embryologist, clinical",Entertainment,Decreasing,High,136032.46,Master’s Degree,7,4301,4100,33.78,95.34,Germany,20.05
Jewellery designer,Manufacturing,Decreasing,Low,118682.65,Bachelor’s Degree,5,4543,2023,70.04,6.17,Canada,45.52
Geophysical data processor,Education,Increasing,Low,122794.71,Bachelor’s Degree,8,6051,7120,36.03,93.59,Australia,27.04
Customer service manager,Entertainment,Increasing,Moderate,103272.33,Master’s Degree,3,6092,5285,58.65,46.77,USA,71.66
Network engineer,Finance,Decreasing,Low,80590.21,High School,1,1802,2067,15.18,19.93,China,21.23
Hydrographic surveyor,Manufacturing,Increasing,Low,46224.05,High School,14,5991,1808,43.71,98.7,Brazil,58.51
"Nurse, mental health",Manufacturing,Decreasing,Low,36658.87,Bachelor’s Degree,16,7663,1562,93.91,48.01,UK,21.95
"Administrator, arts",Entertainment,Increasing,High,110906.77,High School,7,6899,5148,32.55,70.58,China,69.5
Contracting civil engineer,Healthcare,Decreasing,Low,106829.5,Bachelor’s Degree,0,9101,6805,16.64,69.7,India,44.42
Charity officer,Education,Increasing,High,78275.09,PhD,4,1423,1055,12.83,85.65,USA,63.77
Community development worker,Retail,Increasing,Moderate,108596.98,Bachelor’s Degree,4,8261,5687,3.45,71.89,USA,61.37
"Accountant, chartered",Entertainment,Increasing,Low,104371.43,High School,16,3095,2189,80.08,67.68,India,74.73
Sales executive,Manufacturing,Increasing,Low,91331.49,Associate Degree,8,842,1381,81.07,60.65,China,71.97
"Scientist, research (life sciences)",IT,Decreasing,High,53312.11,PhD,18,3898,6820,25.37,50.02,Brazil,25.22
"Radiographer, therapeutic",IT,Increasing,High,74294.88,PhD,19,7067,5917,70.83,14.74,UK,71.44
Local government officer,Entertainment,Increasing,Low,138922.0,Associate Degree,10,6650,9843,36.72,35.34,Australia,39.42
Clinical embryologist,Finance,Decreasing,Moderate,143551.21,PhD,13,3066,9840,45.41,83.16,India,20.74
Travel agency manager,Education,Decreasing,Low,140110.3,High School,19,9921,4410,30.63,63.25,Australia,73.91
Orthoptist,Manufacturing,Increasing,Low,40115.56,High School,5,5281,3738,11.02,42.63,Australia,57.28
Quarry manager,Retail,Decreasing,High,93124.8,Master’s Degree,11,7001,5752,56.51,99.94,UK,68.24
Chartered loss adjuster,Retail,Decreasing,Low,125869.27,Bachelor’s Degree,5,3851,1555,18.02,72.8,Canada,75.15
Airline pilot,Entertainment,Decreasing,Low,87122.22,Bachelor’s Degree,1,140,7179,76.18,42.68,Germany,43.91
Sales executive,Finance,Increasing,Moderate,105769.05,Bachelor’s Degree,18,8500,4080,18.52,89.47,UK,61.56
"Designer, furniture",Entertainment,Increasing,Low,63978.75,Associate Degree,4,7039,4911,93.65,7.83,Germany,62.67
"Engineer, aeronautical",Finance,Increasing,Low,95645.62,PhD,19,2813,6473,89.18,63.02,India,20.16
Records manager,Retail,Decreasing,High,43769.9,PhD,5,5663,7841,86.44,4.59,China,65.01
"Therapist, speech and language",IT,Increasing,High,62302.49,Master’s Degree,16,9765,8937,66.65,96.42,USA,31.56
Art gallery manager,Retail,Increasing,Low,100864.34,PhD,11,9742,6946,57.24,37.84,India,55.38
Dancer,Retail,Increasing,Low,145068.91,Bachelor’s Degree,5,7572,8662,86.8,53.11,China,76.4
Quality manager,Manufacturing,Increasing,High,118259.21,High School,20,2609,7012,62.09,69.21,USA,49.97
Economist,Entertainment,Decreasing,High,42469.72,PhD,11,8219,6586,39.73,67.27,Germany,72.3
"Research officer, political party",IT,Decreasing,High,112377.18,Master’s Degree,4,3458,9138,93.23,13.15,Canada,26.83
Public relations account executive,Healthcare,Increasing,Low,72651.81,Master’s Degree,5,7085,8936,56.21,22.34,China,68.18
Editorial assistant,Healthcare,Decreasing,Moderate,68484.6,Associate Degree,19,8422,9760,98.69,0.86,UK,20.57
Physiological scientist,IT,Decreasing,High,97599.3,High School,17,7214,3448,15.88,2.31,China,31.92
Soil scientist,Healthcare,Decreasing,High,47537.07,Bachelor’s Degree,5,3013,9524,47.85,95.2,Germany,55.94
"Administrator, education",Manufacturing,Increasing,High,61873.75,High School,17,6604,9300,17.88,36.34,UK,55.3
Agricultural engineer,Finance,Decreasing,High,46802.28,Associate Degree,8,7996,4219,31.21,43.89,UK,72.61
"Embryologist, clinical",Transportation,Increasing,Moderate,120901.36,Bachelor’s Degree,17,2898,3548,8.55,39.73,Australia,37.22
Housing manager/officer,Education,Increasing,Low,71890.01,High School,8,5585,1341,53.65,69.68,Canada,77.23
"Buyer, industrial",IT,Increasing,High,42040.72,Master’s Degree,2,5413,2306,65.52,48.82,China,65.25
"Geologist, wellsite",Education,Decreasing,High,125043.55,PhD,16,4097,9869,89.35,53.98,Brazil,20.28
Electrical engineer,Healthcare,Decreasing,High,137885.84,Bachelor’s Degree,12,5394,1163,81.04,62.94,Canada,37.07
Airline pilot,Education,Increasing,High,113191.37,Bachelor’s Degree,7,5354,4077,45.07,51.69,Australia,45.42
Commissioning editor,Healthcare,Decreasing,High,65994.67,Associate Degree,13,3231,9391,12.35,25.92,Australia,66.86
"Engineer, production",Transportation,Decreasing,Low,42802.23,High School,4,9783,5976,43.58,80.01,Canada,78.93
Electronics engineer,Transportation,Increasing,Moderate,133859.46,Master’s Degree,8,3256,8377,67.63,96.36,Brazil,35.03
Medical laboratory scientific officer,Retail,Increasing,High,103595.41,PhD,17,2427,2329,81.59,55.47,Australia,42.43
Firefighter,Manufacturing,Increasing,High,123084.62,High School,18,3442,114,74.47,4.75,Australia,53.01
Equality and diversity officer,Transportation,Increasing,Low,101402.28,High School,12,3153,5822,2.83,6.22,Canada,79.87
Occupational hygienist,Finance,Increasing,Low,89143.51,Bachelor’s Degree,0,2823,1075,86.32,32.36,Australia,45.57
Legal secretary,Education,Decreasing,Low,122583.25,PhD,8,7594,4199,11.62,52.77,UK,50.1
Sports therapist,IT,Decreasing,Low,114202.51,Master’s Degree,13,8603,8304,17.42,7.32,UK,28.01
Advertising account planner,Manufacturing,Increasing,Moderate,101821.41,Bachelor’s Degree,1,4296,4787,81.5,88.03,Germany,72.74
Holiday representative,Transportation,Increasing,Moderate,35639.96,High School,17,4922,1264,19.91,17.17,Australia,38.43
"Civil engineer, contracting",Entertainment,Increasing,High,58547.77,PhD,13,6734,7268,0.31,91.17,Germany,41.83
Theme park manager,Transportation,Decreasing,Low,73341.58,PhD,17,9645,5832,14.01,28.54,India,65.69
Armed forces technical officer,Manufacturing,Decreasing,High,34914.88,PhD,19,8701,3567,75.95,38.83,India,62.58
Call centre manager,Manufacturing,Increasing,High,86854.9,Associate Degree,7,2678,3361,46.01,11.21,Canada,72.79
"Engineer, site",Healthcare,Decreasing,High,103629.91,Bachelor’s Degree,20,9250,3241,87.37,30.6,Canada,62.8
Engineering geologist,IT,Decreasing,Moderate,91496.4,Associate Degree,6,1889,6671,2.57,22.29,Brazil,67.54
Photographer,Finance,Increasing,Moderate,83611.71,Bachelor’s Degree,19,3349,1909,43.14,14.78,UK,72.16
Commercial art gallery manager,Manufacturing,Decreasing,High,124791.98,High School,9,7278,7674,44.15,71.23,USA,60.92
Lawyer,Entertainment,Decreasing,High,65863.69,Master’s Degree,20,6352,4730,55.38,74.86,Canada,37.96
"Teacher, early years/pre",Finance,Increasing,Moderate,135581.87,Master’s Degree,4,6682,2385,65.07,84.72,India,46.37
Technical sales engineer,Manufacturing,Increasing,High,126461.58,PhD,13,1266,352,51.53,0.57,China,28.28
Dramatherapist,Education,Increasing,High,48126.56,Associate Degree,15,4149,674,43.54,99.0,India,34.03
Research scientist (maths),Education,Increasing,Moderate,55076.12,High School,7,3082,2451,60.81,6.45,China,32.63
Phytotherapist,Transportation,Decreasing,Low,115066.42,Bachelor’s Degree,19,1184,1161,1.59,15.07,Brazil,28.52
"Research officer, political party",Entertainment,Decreasing,Moderate,33305.04,Bachelor’s Degree,1,5838,6145,52.98,67.87,China,73.76
"Journalist, broadcasting",Retail,Increasing,High,100190.97,High School,3,9976,933,10.39,56.19,Australia,44.08
"Administrator, arts",Education,Increasing,High,53984.97,Bachelor’s Degree,13,9508,5977,93.39,79.23,UK,45.65
"Teacher, early years/pre",Transportation,Increasing,High,99098.91,Master’s Degree,6,9388,2841,26.64,99.52,UK,72.63
Fashion designer,Entertainment,Decreasing,High,83506.63,High School,7,3950,7909,16.94,63.22,USA,26.36
Landscape architect,Healthcare,Decreasing,Low,123221.97,PhD,8,1279,5420,49.35,7.35,India,67.06
Multimedia specialist,IT,Increasing,Moderate,80988.96,Associate Degree,14,4716,1948,62.85,17.38,USA,55.8
Holiday representative,Education,Increasing,Moderate,146407.65,High School,0,778,7695,95.51,65.81,Australia,73.29
Professor Emeritus,Transportation,Decreasing,Low,66386.44,PhD,2,5892,7761,9.97,24.42,Germany,63.26
Magazine journalist,Transportation,Increasing,High,147931.86,PhD,16,5349,3372,87.16,49.47,Australia,33.76
Garment/textile technologist,Finance,Increasing,Low,129033.54,Associate Degree,9,6958,9336,21.46,71.15,USA,59.61
Air cabin crew,Entertainment,Increasing,High,43404.46,Master’s Degree,11,4202,1394,24.58,49.7,Germany,59.77
Commercial/residential surveyor,Finance,Decreasing,High,75362.92,Bachelor’s Degree,0,5963,9972,10.77,24.44,Brazil,52.79
Chartered certified accountant,IT,Decreasing,High,99144.3,Associate Degree,10,9941,9069,45.97,12.5,India,24.25
Forensic psychologist,Manufacturing,Increasing,High,78110.27,Bachelor’s Degree,1,2450,7430,79.33,30.7,Germany,50.54
Medical physicist,Manufacturing,Decreasing,High,80074.6,Associate Degree,0,7336,2678,59.41,23.87,Brazil,51.82
Optometrist,Entertainment,Decreasing,High,99376.34,Associate Degree,16,1121,8845,81.37,8.33,Australia,79.67
Retail banker,IT,Decreasing,Moderate,96408.83,PhD,7,5433,8546,93.21,3.06,India,54.35
"Scientist, physiological",Education,Decreasing,High,45290.46,Associate Degree,6,9525,6544,66.7,33.02,UK,43.35
Air broker,Retail,Increasing,Low,98936.8,Bachelor’s Degree,18,9451,7623,63.6,83.64,Germany,35.02
Fisheries officer,Education,Decreasing,High,93611.38,PhD,12,2388,8075,80.46,44.27,China,41.96
Site engineer,Education,Decreasing,Low,77847.53,PhD,11,3214,1054,62.92,30.79,Australia,66.78
"Horticulturist, commercial",Entertainment,Decreasing,Low,73188.84,High School,20,8525,568,32.3,52.58,India,27.05
Pharmacologist,Healthcare,Decreasing,Moderate,43072.4,High School,19,1502,5923,89.98,42.35,Canada,69.92
Housing manager/officer,Transportation,Increasing,Low,102056.7,PhD,18,2311,3336,64.51,17.11,USA,49.49
"Optician, dispensing",IT,Decreasing,High,90191.56,Master’s Degree,10,2673,4190,25.2,80.08,Brazil,67.68
Production engineer,Entertainment,Increasing,High,71818.42,PhD,20,5286,7249,62.33,53.72,Canada,72.86
Outdoor activities/education manager,Manufacturing,Decreasing,Low,62586.87,Bachelor’s Degree,13,1428,2667,36.5,86.45,Brazil,62.52
"Engineer, manufacturing systems",Entertainment,Increasing,Moderate,139519.74,Associate Degree,10,4209,9887,10.97,37.86,Germany,52.23
Freight forwarder,Healthcare,Decreasing,Low,43630.91,High School,14,643,401,38.28,15.49,UK,50.3
Passenger transport manager,Education,Decreasing,Moderate,135875.88,Associate Degree,19,3759,5514,65.34,22.5,India,64.22
Petroleum engineer,Education,Increasing,Low,108867.75,Associate Degree,6,3456,2196,66.72,19.55,UK,77.21
Cartographer,IT,Decreasing,Moderate,108078.07,Bachelor’s Degree,9,5581,2776,48.49,35.09,China,41.3
Geophysicist/field seismologist,Finance,Increasing,High,86986.79,Master’s Degree,11,7583,8038,12.8,61.34,Canada,38.68
"Engineer, broadcasting (operations)",Healthcare,Decreasing,High,95219.03,PhD,1,1967,6215,82.99,52.18,USA,47.64
Horticultural therapist,Transportation,Increasing,Moderate,40159.54,Master’s Degree,5,541,1745,82.28,6.67,Brazil,34.29
"Engineer, aeronautical",Entertainment,Increasing,Low,91884.51,Associate Degree,11,5374,6123,80.81,2.78,Germany,48.72
Mudlogger,IT,Decreasing,Moderate,76532.61,High School,19,3028,2259,17.45,91.74,China,61.39
Airline pilot,Healthcare,Decreasing,Moderate,107635.32,Bachelor’s Degree,13,2175,2389,54.01,97.48,China,31.8
"Social research officer, government",Finance,Increasing,Low,110570.75,High School,2,1337,9568,86.17,78.2,Brazil,66.73
Air traffic controller,Entertainment,Increasing,High,58616.97,High School,14,7387,7205,64.18,37.75,UK,39.19
Horticultural therapist,Retail,Decreasing,Moderate,111377.76,High School,4,7154,2363,61.15,62.25,India,40.13
Television production assistant,Education,Decreasing,Low,103197.1,PhD,2,2712,308,48.52,56.61,India,70.03
"Engineer, building services",Finance,Decreasing,Low,140370.83,High School,6,5718,2761,94.58,25.79,USA,23.28
Marine scientist,Education,Decreasing,High,95112.01,High School,2,1250,9231,49.13,68.1,Germany,74.38
"Conservation officer, nature",Healthcare,Increasing,Moderate,147141.42,Bachelor’s Degree,4,1913,6004,18.33,23.45,Australia,51.13
Operational researcher,Entertainment,Increasing,High,121034.28,PhD,10,1813,9208,48.67,15.39,USA,67.33
Investment analyst,Retail,Increasing,High,137378.62,High School,10,8511,9491,19.59,22.8,China,73.15
Special educational needs teacher,Manufacturing,Decreasing,Low,70432.75,High School,18,4759,8161,50.63,28.45,Brazil,68.59
Health promotion specialist,Finance,Decreasing,High,53791.86,High School,18,3495,4309,44.7,23.98,India,24.72
Medical illustrator,Retail,Decreasing,High,42617.3,Bachelor’s Degree,16,7627,6841,27.82,10.47,Brazil,20.12
Forensic scientist,Entertainment,Increasing,Moderate,33645.97,Associate Degree,4,6620,5597,54.53,17.63,India,37.56
Advertising account executive,Healthcare,Increasing,Low,141673.75,Bachelor’s Degree,15,9397,1215,87.61,9.01,Australia,65.16
Public house manager,Retail,Decreasing,High,46273.26,PhD,10,3078,7696,89.15,91.31,Australia,45.22
"Accountant, chartered public finance",Education,Decreasing,Low,84245.38,Master’s Degree,2,3179,3625,96.7,85.15,UK,25.18
"Surveyor, building control",IT,Increasing,High,76557.59,Associate Degree,12,4975,4820,17.98,81.22,India,68.21
Forensic psychologist,Education,Increasing,Moderate,76526.44,High School,3,5818,8553,62.8,84.0,Australia,57.62
Aeronautical engineer,Finance,Increasing,High,72305.28,Associate Degree,3,7244,9849,11.41,24.09,UK,73.13
Warden/ranger,Healthcare,Increasing,High,148390.9,Master’s Degree,19,1935,6845,90.94,47.36,Australia,76.48
"Scientist, product/process development",IT,Increasing,High,110258.69,Master’s Degree,5,2982,9852,71.86,63.95,Australia,41.92
"Merchandiser, retail",Manufacturing,Increasing,Low,108691.66,High School,12,6050,4543,43.18,63.9,India,77.64
Research scientist (physical sciences),Education,Decreasing,Moderate,67655.96,PhD,3,2218,7319,87.41,87.4,Germany,79.47
Television/film/video producer,Retail,Increasing,High,44385.72,Master’s Degree,2,9916,8693,29.42,77.37,Brazil,27.48
Product/process development scientist,Retail,Increasing,High,130697.26,PhD,8,6934,9499,98.95,78.27,Germany,37.21
Teaching laboratory technician,Finance,Decreasing,Low,98521.94,PhD,12,860,4749,57.93,10.65,Canada,55.43
"Engineer, automotive",Manufacturing,Decreasing,High,72519.79,Associate Degree,16,3379,2930,55.05,93.86,Australia,77.08
"Scientist, product/process development",Entertainment,Increasing,Low,142645.42,Associate Degree,8,3961,9635,27.28,49.5,Germany,30.92
"Education officer, community",Healthcare,Increasing,High,133328.31,Associate Degree,8,4132,2632,71.68,50.6,Canada,67.43
Insurance claims handler,Manufacturing,Decreasing,High,138842.46,Associate Degree,17,4605,7228,11.22,70.42,Brazil,33.62
Chief Strategy Officer,Retail,Increasing,Moderate,84385.52,PhD,11,2416,5644,98.58,7.29,UK,52.96
Structural engineer,Manufacturing,Increasing,High,31094.55,High School,15,2849,1879,43.71,31.19,UK,34.63
Proofreader,Retail,Increasing,Moderate,82263.61,PhD,10,3186,5223,15.91,35.54,UK,23.61
Cytogeneticist,Manufacturing,Increasing,High,81593.08,Associate Degree,16,8403,9902,2.65,82.11,UK,51.85
"Administrator, arts",Entertainment,Decreasing,Moderate,40797.73,PhD,10,6662,6627,43.43,62.94,Australia,42.54
Advertising account executive,Education,Decreasing,High,91625.9,PhD,0,6662,2544,32.98,11.73,India,70.46
"Research officer, trade union",Finance,Decreasing,Moderate,111284.63,High School,11,773,5430,67.87,46.38,Canada,72.72
Armed forces training and education officer,Manufacturing,Increasing,Moderate,64028.57,High School,14,4696,7778,0.08,98.37,Australia,67.94
Personnel officer,Transportation,Decreasing,Low,51098.94,Master’s Degree,20,8108,462,9.25,24.93,Canada,67.96
Hydrogeologist,Finance,Decreasing,Low,57909.3,Master’s Degree,11,685,9178,42.92,44.5,Australia,65.17
"Engineer, electronics",Retail,Increasing,High,111972.37,High School,5,2764,7394,80.27,29.32,India,60.53
"Engineer, civil (contracting)",Finance,Decreasing,Low,37645.12,Master’s Degree,2,150,8334,36.3,0.35,Canada,77.4
Trade mark attorney,Transportation,Decreasing,Low,103148.88,Bachelor’s Degree,6,6946,4734,20.47,28.45,Australia,50.76
Location manager,Education,Increasing,Low,130334.45,Associate Degree,17,3671,8083,60.49,90.03,China,32.01
Public relations officer,Healthcare,Increasing,High,80913.86,Master’s Degree,2,3347,4430,86.35,24.45,USA,28.34
"Conservation officer, nature",Manufacturing,Increasing,Low,40311.73,Bachelor’s Degree,15,2760,3569,84.27,78.9,China,32.13
Tour manager,Healthcare,Increasing,High,101983.72,Bachelor’s Degree,16,196,9656,77.28,77.39,USA,21.23
Trade union research officer,Finance,Increasing,High,43583.13,Bachelor’s Degree,13,5742,7644,50.16,37.5,Australia,77.22
"Doctor, general practice",Entertainment,Decreasing,Low,55207.48,Bachelor’s Degree,8,1032,8568,15.55,35.55,UK,20.74
Community development worker,Transportation,Increasing,Low,145366.69,PhD,20,2640,7246,81.36,50.65,India,46.55
Arts development officer,Retail,Increasing,High,78189.72,PhD,20,2481,4900,92.66,94.32,USA,54.19
Contracting civil engineer,Healthcare,Decreasing,Low,49198.69,PhD,6,9590,182,30.21,40.75,China,58.26
"Designer, television/film set",Finance,Increasing,High,94172.83,High School,7,3891,1161,49.15,37.92,India,31.6
Biomedical scientist,Education,Increasing,High,99128.93,Associate Degree,14,9440,1915,50.28,89.75,Canada,39.82
Senior tax professional/tax inspector,Retail,Decreasing,High,63817.63,High School,0,2511,3502,31.83,89.68,India,38.01
"Designer, jewellery",Entertainment,Increasing,Moderate,68433.69,Bachelor’s Degree,3,4240,3451,32.81,88.05,USA,38.78
Banker,Finance,Decreasing,Low,128468.26,PhD,20,5316,2055,40.33,57.13,Germany,46.45
Product manager,Healthcare,Increasing,High,72873.87,Associate Degree,6,3216,5581,29.61,99.3,Canada,28.02
Advertising copywriter,Finance,Decreasing,High,92443.95,Master’s Degree,16,6965,5257,64.86,20.47,Australia,71.03
Interior and spatial designer,Finance,Increasing,Low,100016.89,Associate Degree,8,7100,4588,74.72,48.92,Canada,21.71
Counsellor,Finance,Increasing,Moderate,63490.69,Master’s Degree,6,7295,3436,91.34,82.09,India,39.31
Chartered accountant,Healthcare,Decreasing,High,52716.57,High School,13,8303,3927,43.41,52.76,Brazil,24.15
Primary school teacher,Entertainment,Increasing,High,123468.31,Associate Degree,1,4706,9763,63.24,49.41,USA,61.4
Astronomer,Entertainment,Decreasing,High,53924.36,PhD,16,9456,1336,59.07,43.24,China,55.38
Financial trader,Finance,Increasing,Moderate,54699.28,PhD,10,8549,7228,21.09,95.2,India,47.57
Transport planner,Manufacturing,Decreasing,High,64526.65,PhD,5,6352,7194,17.56,80.61,Brazil,27.09
Office manager,Manufacturing,Increasing,High,41590.16,Bachelor’s Degree,0,2977,7788,67.44,2.21,UK,60.86
Psychiatric nurse,Retail,Decreasing,Low,130226.89,Associate Degree,2,8728,5877,13.52,54.74,Australia,34.1
Special educational needs teacher,Entertainment,Decreasing,Low,107158.31,Associate Degree,9,5172,4286,17.58,25.7,Canada,77.53
Marine scientist,Retail,Increasing,High,80292.14,Associate Degree,2,5619,3625,78.04,33.29,Australia,70.36
Land,Entertainment,Decreasing,Low,138752.41,Associate Degree,6,9172,828,87.05,36.1,India,63.81
Economist,Healthcare,Increasing,High,35987.0,Bachelor’s Degree,4,3171,1638,83.36,28.38,Germany,38.77
Electrical engineer,Healthcare,Increasing,High,58845.05,Associate Degree,7,8932,4137,66.33,50.01,India,63.27
Estate manager/land agent,Education,Increasing,High,109700.19,Associate Degree,11,5583,7515,41.81,67.43,Canada,61.3
"Surveyor, mining",Healthcare,Increasing,Moderate,111936.65,Associate Degree,8,7052,2200,23.94,5.28,Brazil,60.58
Site engineer,Retail,Increasing,Low,60245.14,High School,6,181,6419,64.88,53.09,UK,59.21
"Scientist, biomedical",IT,Decreasing,High,103047.9,High School,6,5593,7248,93.83,3.32,China,34.45
Environmental consultant,Retail,Decreasing,High,133023.35,High School,9,6350,1909,56.13,49.09,India,68.62
Information systems manager,Manufacturing,Increasing,Moderate,122906.47,Associate Degree,13,8110,8890,59.75,5.07,Canada,56.54
Chartered legal executive (England and Wales),IT,Increasing,High,115887.37,High School,18,9458,3827,26.45,35.37,Canada,53.01
"Lighting technician, broadcasting/film/video",IT,Decreasing,Moderate,72194.66,Associate Degree,12,7411,9639,80.21,15.25,Canada,79.65
Maintenance engineer,Healthcare,Decreasing,Low,115219.86,Associate Degree,3,6005,6864,34.77,30.01,USA,37.69
Maintenance engineer,Transportation,Increasing,Low,72058.83,Master’s Degree,19,1990,4869,68.49,79.18,Germany,29.59
Catering manager,Finance,Increasing,Moderate,43133.44,Associate Degree,2,8295,3786,54.76,86.08,China,51.08
Careers adviser,Healthcare,Decreasing,Moderate,89465.07,Associate Degree,19,5252,5504,95.85,84.56,UK,43.47
Chiropodist,Healthcare,Decreasing,High,81378.12,Associate Degree,6,8304,5549,88.92,41.5,Germany,52.3
"Nurse, mental health",Manufacturing,Increasing,High,59861.92,Bachelor’s Degree,20,4426,9117,11.09,27.17,Germany,21.17
Trade union research officer,Finance,Decreasing,High,47221.69,PhD,7,4903,428,93.36,18.73,Canada,45.91
Clinical molecular geneticist,Transportation,Increasing,Moderate,62575.89,Associate Degree,14,240,1640,89.87,91.88,Brazil,49.53
Civil Service administrator,Retail,Decreasing,Low,125971.24,Bachelor’s Degree,7,2322,7958,52.83,86.27,Australia,62.74
"Engineer, chemical",IT,Decreasing,Low,32326.05,Bachelor’s Degree,16,8171,7805,10.55,86.38,Germany,55.27
Futures trader,Transportation,Decreasing,Moderate,130958.74,PhD,5,7341,3065,54.31,21.76,China,72.08
Theatre director,Manufacturing,Increasing,Low,37645.85,Bachelor’s Degree,17,5193,207,34.42,33.36,Canada,59.94
Pension scheme manager,IT,Decreasing,Low,109025.56,High School,15,6343,2731,12.54,71.49,Canada,43.07
Social worker,Healthcare,Increasing,Moderate,32750.69,Master’s Degree,8,4914,3777,45.94,53.06,USA,39.55
Counsellor,Healthcare,Decreasing,Moderate,127284.53,Associate Degree,4,1297,9551,86.9,83.77,Canada,75.91
"Civil engineer, contracting",Entertainment,Increasing,Low,56111.07,Bachelor’s Degree,14,6743,8152,51.17,27.63,Germany,67.12
"Surveyor, mining",Education,Increasing,High,80211.15,PhD,17,6858,410,65.99,90.61,China,29.15
Futures trader,Manufacturing,Decreasing,Moderate,131383.73,Master’s Degree,9,6547,1447,65.08,24.62,India,68.2
"Journalist, newspaper",Retail,Decreasing,Low,31350.93,PhD,12,980,997,57.4,40.84,Canada,35.3
Chief Operating Officer,Transportation,Increasing,Low,123029.76,PhD,15,7282,5614,50.87,34.5,Australia,26.36
Forest/woodland manager,Retail,Increasing,Low,140707.17,PhD,17,170,2048,6.12,60.04,USA,24.5
Geochemist,Finance,Increasing,Low,132673.24,PhD,0,4653,9270,7.56,44.04,China,28.16
"Journalist, broadcasting",Entertainment,Decreasing,Moderate,83729.17,Associate Degree,2,1654,6670,82.58,89.05,Brazil,38.09
Estate manager/land agent,Retail,Increasing,Moderate,90039.33,PhD,20,5824,1782,13.59,90.96,China,30.01
IT sales professional,IT,Increasing,Moderate,144077.67,Master’s Degree,16,7350,1510,58.47,33.54,Australia,29.65
"Designer, graphic",Retail,Decreasing,Low,87625.65,High School,1,3916,6539,10.32,88.11,China,53.13
Publishing copy,Transportation,Decreasing,Low,148482.71,Master’s Degree,13,1815,1427,71.8,46.05,Brazil,45.28
Higher education lecturer,Education,Decreasing,High,57967.04,Bachelor’s Degree,20,2412,2403,15.63,62.59,USA,44.94
Neurosurgeon,Education,Decreasing,High,50825.48,High School,19,7583,9013,12.22,97.27,India,72.84
Contractor,Healthcare,Increasing,Moderate,73488.5,Master’s Degree,1,3279,3425,91.01,88.12,USA,70.97
Translator,Healthcare,Decreasing,High,120770.2,PhD,11,1055,6237,49.39,44.98,USA,22.29
Horticultural therapist,Finance,Decreasing,Low,131423.03,Bachelor’s Degree,20,4918,7765,77.83,73.39,Germany,33.39
"Surveyor, mining",Healthcare,Decreasing,Low,126632.15,High School,17,8691,6065,19.05,1.78,UK,43.36
"Engineer, aeronautical",Finance,Increasing,Moderate,139573.63,Associate Degree,20,5652,8643,85.92,95.52,UK,57.29
Toxicologist,Education,Decreasing,High,105538.09,Master’s Degree,1,7856,5643,63.9,63.27,UK,20.22
"Therapist, drama",Finance,Decreasing,Low,75225.99,Bachelor’s Degree,11,8563,2495,34.15,95.07,India,28.28
"Editor, film/video",Healthcare,Decreasing,Moderate,39193.49,Associate Degree,17,581,8009,3.7,82.57,China,67.9
Dramatherapist,Retail,Increasing,Moderate,136745.61,Bachelor’s Degree,6,3713,3691,16.66,32.48,UK,47.22
Operations geologist,Manufacturing,Increasing,Moderate,37869.26,Bachelor’s Degree,20,3207,5818,53.13,97.74,Australia,39.6
Scientific laboratory technician,Manufacturing,Decreasing,Moderate,111458.04,High School,20,6648,9895,10.77,30.86,Brazil,28.17
Clinical cytogeneticist,Education,Decreasing,Low,88830.07,Master’s Degree,1,7478,4282,58.77,16.19,USA,42.63
Information officer,Retail,Increasing,High,64658.71,PhD,8,2038,6014,6.66,66.57,USA,47.5
Pension scheme manager,Entertainment,Increasing,Moderate,116170.7,PhD,11,4598,5287,1.58,18.61,Canada,24.8
"Therapist, nutritional",Transportation,Decreasing,High,133470.36,Master’s Degree,3,9420,5488,3.21,53.22,India,65.19
Tax inspector,Entertainment,Increasing,Moderate,82241.01,PhD,1,7410,9060,58.69,38.65,China,46.8
Environmental education officer,Finance,Decreasing,Moderate,142088.16,High School,15,6451,775,25.67,71.04,USA,51.06
Chiropodist,Manufacturing,Increasing,Moderate,74402.31,Bachelor’s Degree,17,2867,3952,70.34,37.23,Australia,52.92
"Engineer, site",Manufacturing,Decreasing,Low,91927.44,PhD,14,7229,5986,47.4,14.11,Canada,22.87
Commercial art gallery manager,Transportation,Decreasing,High,77808.16,High School,6,7044,4771,16.92,53.53,UK,33.22
Technical brewer,Retail,Decreasing,Moderate,71462.72,Master’s Degree,12,2670,5956,57.57,21.75,Canada,46.39
Chemical engineer,Education,Increasing,High,117864.46,Master’s Degree,12,4586,3832,43.29,29.89,China,49.88
"Psychotherapist, child",Retail,Increasing,Low,97861.41,Master’s Degree,6,4728,3440,42.06,31.49,Australia,54.2
Child psychotherapist,Education,Increasing,Low,82598.54,Bachelor’s Degree,16,8109,5537,79.11,62.74,India,24.12
"Engineer, electronics",Healthcare,Increasing,Low,122417.36,High School,0,7373,2888,94.51,72.32,Canada,29.25
Media planner,Education,Decreasing,Low,99321.78,Master’s Degree,17,2744,4047,2.44,20.02,USA,77.83
Dispensing optician,Entertainment,Decreasing,High,37854.89,PhD,6,6163,1014,66.66,82.23,Brazil,26.48
Statistician,Transportation,Decreasing,Moderate,43836.74,PhD,11,4245,480,33.76,27.99,UK,65.78
Magazine journalist,IT,Decreasing,Moderate,72227.61,Bachelor’s Degree,15,1333,307,47.05,73.25,Germany,39.26
"Journalist, magazine",Entertainment,Increasing,High,110814.92,Bachelor’s Degree,13,7924,2721,69.12,61.11,China,43.33
Electronics engineer,Finance,Decreasing,High,92817.78,Associate Degree,3,8396,397,97.21,60.22,Germany,47.37
Print production planner,Retail,Increasing,Moderate,124179.18,Bachelor’s Degree,3,8947,3369,97.99,42.59,Brazil,48.9
Armed forces operational officer,IT,Decreasing,High,89686.86,PhD,17,3647,9153,34.06,39.39,Australia,38.07
Curator,Finance,Increasing,Moderate,54678.13,Master’s Degree,18,4095,8275,85.39,19.55,USA,49.37
Patent examiner,Healthcare,Increasing,Moderate,148105.22,Associate Degree,12,3964,231,13.05,2.38,India,72.08
Pensions consultant,Entertainment,Increasing,Moderate,137164.43,High School,16,1806,4925,68.36,98.44,Canada,78.01
Outdoor activities/education manager,Manufacturing,Increasing,Low,61231.29,High School,18,9565,4906,0.81,19.07,Brazil,44.25
Tourist information centre manager,Retail,Decreasing,Moderate,129453.86,Bachelor’s Degree,13,4407,8400,44.9,48.23,Australia,37.55
Catering manager,Transportation,Decreasing,Low,109004.82,PhD,8,3929,8275,73.93,1.26,Australia,40.64
Osteopath,Education,Decreasing,High,51247.04,Bachelor’s Degree,20,9306,6496,31.0,28.45,China,69.26
Contracting civil engineer,Entertainment,Increasing,Moderate,117633.82,High School,10,824,5664,29.08,45.38,China,31.14
Sport and exercise psychologist,IT,Decreasing,Moderate,39187.31,Master’s Degree,20,6602,6543,86.82,15.94,Canada,52.89
Further education lecturer,IT,Increasing,Moderate,129579.95,PhD,14,9938,3537,69.0,75.07,Brazil,26.72
TEFL teacher,Retail,Decreasing,Low,146074.99,High School,7,2698,1276,15.66,66.23,Germany,76.67
Mental health nurse,Manufacturing,Increasing,High,96437.85,PhD,6,8275,3802,1.73,4.84,USA,65.65
Educational psychologist,Entertainment,Increasing,High,75131.88,High School,8,3736,9083,26.49,13.24,USA,34.39
Learning mentor,Manufacturing,Decreasing,Moderate,127168.07,Bachelor’s Degree,0,7350,4207,70.8,70.79,Brazil,44.64
Interpreter,Manufacturing,Increasing,Low,80597.81,Associate Degree,10,7756,7685,57.29,58.64,Brazil,24.36
Engineering geologist,Retail,Decreasing,Moderate,52365.96,Bachelor’s Degree,9,3758,584,47.77,64.76,Canada,53.04
Chief Financial Officer,IT,Increasing,High,41715.96,Bachelor’s Degree,20,7599,7994,94.78,18.17,Germany,77.31
Dealer,Healthcare,Increasing,High,56886.1,High School,10,238,5699,14.0,21.61,Brazil,34.78
Intelligence analyst,Education,Increasing,High,117407.94,PhD,14,2321,5358,9.62,27.04,USA,70.95
"Administrator, Civil Service",Finance,Decreasing,High,113752.26,PhD,9,8958,4566,32.02,6.41,USA,65.2
Video editor,Retail,Increasing,Moderate,70779.47,Associate Degree,2,9811,5961,39.66,62.36,India,45.88
"Designer, exhibition/display",Transportation,Decreasing,High,70913.28,PhD,8,731,7967,34.13,23.49,India,54.81
Occupational hygienist,IT,Decreasing,Low,108166.08,High School,0,3939,5327,35.51,76.43,USA,60.06
Community education officer,IT,Increasing,High,81984.65,Bachelor’s Degree,16,2032,2625,37.68,30.22,Canada,48.94
"Civil engineer, consulting",Finance,Decreasing,Moderate,136452.57,PhD,18,2296,1763,14.67,71.18,China,26.03
Restaurant manager,Transportation,Decreasing,Low,112562.39,Associate Degree,6,7269,4927,21.53,15.74,India,78.87
Fisheries officer,Transportation,Decreasing,Moderate,36179.05,Bachelor’s Degree,16,6075,1510,42.48,85.74,UK,70.05
Planning and development surveyor,Manufacturing,Decreasing,High,111781.46,Bachelor’s Degree,10,2598,2657,41.14,11.29,India,24.85
Pathologist,Retail,Decreasing,Low,68263.84,Associate Degree,14,9181,4714,86.79,94.0,Australia,35.5
Rural practice surveyor,Entertainment,Decreasing,Low,72727.6,Associate Degree,11,1000,6428,1.69,31.8,UK,49.51
IT trainer,IT,Increasing,High,125411.94,Bachelor’s Degree,1,1289,6644,40.06,54.4,UK,52.94
"Engineer, maintenance",Education,Increasing,High,44096.2,Associate Degree,4,7348,1712,83.43,48.8,USA,75.97
Community arts worker,Retail,Decreasing,Low,147475.06,Master’s Degree,0,7161,9705,22.22,74.7,China,42.62
Information officer,Transportation,Increasing,High,106443.2,PhD,11,3721,2860,68.92,72.74,UK,67.15
Midwife,Entertainment,Increasing,Moderate,40600.03,Bachelor’s Degree,5,4163,2106,47.85,93.14,Germany,23.56
Building control surveyor,Manufacturing,Decreasing,Moderate,87775.05,High School,19,5090,482,68.67,71.87,Brazil,78.6
Claims inspector/assessor,Finance,Increasing,Moderate,50735.64,Associate Degree,13,8087,6705,19.58,17.83,USA,28.58
Licensed conveyancer,Finance,Decreasing,Moderate,92491.78,PhD,5,2291,9255,29.41,79.81,China,42.55
Dentist,Education,Increasing,Moderate,47541.22,PhD,8,3530,4243,11.16,91.68,USA,79.88
"Surveyor, building",Finance,Increasing,High,33841.64,PhD,1,9418,2149,11.22,62.97,UK,47.51
"Engineer, manufacturing",Manufacturing,Increasing,High,117744.02,High School,20,428,205,97.21,61.03,Germany,25.82
Product designer,Entertainment,Increasing,High,62603.45,Bachelor’s Degree,0,9951,5718,34.98,12.84,China,60.2
Insurance underwriter,Finance,Decreasing,Low,72553.36,PhD,11,7470,9603,6.22,92.56,Australia,26.71
Recruitment consultant,Manufacturing,Increasing,Moderate,149904.64,PhD,14,2887,6384,39.99,68.61,UK,24.11
Careers information officer,Healthcare,Decreasing,High,60342.3,Bachelor’s Degree,17,4863,6799,90.21,18.62,Germany,42.95
Land,Manufacturing,Decreasing,Moderate,132004.27,Bachelor’s Degree,10,4686,4981,3.94,19.75,UK,63.48
Engineering geologist,Transportation,Decreasing,High,32701.01,PhD,4,7694,6761,71.04,48.56,India,41.28
Chartered legal executive (England and Wales),IT,Increasing,Low,98668.3,Associate Degree,15,7518,8514,79.06,28.13,UK,41.77
Cartographer,Manufacturing,Increasing,Moderate,104929.34,PhD,15,6161,8784,43.38,54.12,Germany,21.89
Optometrist,Finance,Decreasing,Low,147729.37,Bachelor’s Degree,6,1246,5318,90.49,60.2,China,35.52
Video editor,Entertainment,Decreasing,Moderate,132332.37,PhD,18,4519,4505,26.67,44.15,UK,40.15
"Engineer, site",Education,Decreasing,Moderate,57124.8,Associate Degree,13,5444,1880,13.39,11.66,Germany,37.64
"Social research officer, government",IT,Decreasing,High,99467.63,High School,1,8426,1686,74.27,71.79,China,63.63
Historic buildings inspector/conservation officer,Healthcare,Decreasing,Moderate,122180.9,Bachelor’s Degree,6,1625,7408,44.25,59.14,Australia,52.88
"Teacher, secondary school",Finance,Increasing,Moderate,124395.93,Master’s Degree,18,1863,4614,67.18,73.61,Brazil,74.78
Barista,IT,Increasing,High,148257.76,High School,11,1143,3391,76.52,76.72,Canada,20.15
Maintenance engineer,Education,Decreasing,Moderate,84008.19,Master’s Degree,15,2187,6983,88.75,8.36,China,40.36
Speech and language therapist,IT,Increasing,Moderate,54828.05,High School,11,3077,8398,25.36,87.3,Australia,69.89
Sales promotion account executive,Manufacturing,Increasing,High,82492.45,PhD,13,2235,2925,54.47,68.82,USA,51.9
"Surveyor, rural practice",Retail,Increasing,High,95351.56,Master’s Degree,17,4431,4871,38.9,94.26,Australia,35.83
Planning and development surveyor,Finance,Decreasing,Moderate,66995.41,High School,3,914,4702,7.99,62.37,India,76.91
Personal assistant,IT,Decreasing,High,54921.39,High School,17,6019,7595,5.82,56.27,China,74.62
Passenger transport manager,IT,Decreasing,High,125981.61,Master’s Degree,20,5269,170,61.46,79.28,Germany,65.86
Geophysical data processor,Education,Increasing,High,117443.51,Master’s Degree,8,1019,5598,67.48,80.52,USA,46.19
"Teacher, special educational needs",Healthcare,Decreasing,Moderate,79117.65,Associate Degree,7,9175,7179,77.08,20.9,China,70.84
Office manager,IT,Decreasing,Low,61718.27,PhD,2,1842,880,73.2,30.55,India,51.93
"Scientist, marine",IT,Increasing,Moderate,84510.1,PhD,16,4555,1921,66.52,15.33,Brazil,29.17
"Presenter, broadcasting",Healthcare,Increasing,Low,70214.77,Associate Degree,17,9193,8870,55.95,15.45,India,66.4
"Psychotherapist, child",Entertainment,Decreasing,High,141007.96,High School,0,1485,9664,6.43,3.45,China,46.96
Hydrologist,Healthcare,Decreasing,Low,122448.75,Master’s Degree,20,677,1410,51.92,86.6,USA,65.21
Social worker,Manufacturing,Increasing,Moderate,123048.51,High School,11,8601,2417,33.54,1.74,India,23.32
"Scientist, clinical (histocompatibility and immunogenetics)",Manufacturing,Increasing,High,107223.43,Master’s Degree,2,1477,6109,63.25,18.88,Canada,25.95
Estate manager/land agent,Healthcare,Decreasing,Low,88448.71,Master’s Degree,4,347,7310,68.38,58.91,USA,60.74
Health physicist,Manufacturing,Decreasing,High,32594.67,Bachelor’s Degree,19,1158,1602,97.82,62.15,USA,57.88
Licensed conveyancer,Manufacturing,Increasing,Low,113726.85,PhD,10,1278,1534,17.58,13.87,India,47.18
Nutritional therapist,Retail,Decreasing,High,126135.23,Associate Degree,15,1142,4350,96.61,1.48,USA,66.34
Wellsite geologist,Transportation,Decreasing,Moderate,112742.55,Master’s Degree,2,3605,7332,43.35,84.9,USA,39.18
"Engineer, civil (consulting)",Education,Increasing,High,112628.18,PhD,3,4787,8016,88.88,16.21,India,79.73
Forensic psychologist,Entertainment,Decreasing,Moderate,58982.56,Bachelor’s Degree,20,6311,3319,68.72,20.22,India,63.66
Fisheries officer,Healthcare,Increasing,Moderate,92570.56,Master’s Degree,14,4828,3752,33.56,93.1,India,64.24
Counselling psychologist,Entertainment,Decreasing,Low,126967.12,High School,9,2004,7234,32.5,88.92,Australia,70.85
"Engineer, maintenance",Transportation,Increasing,High,112937.16,Master’s Degree,0,1903,8223,84.59,38.28,UK,35.14
Scientific laboratory technician,Healthcare,Decreasing,High,134026.74,Associate Degree,2,5654,1940,90.06,17.09,India,42.79
Pensions consultant,IT,Decreasing,Low,30848.1,Master’s Degree,18,6649,903,73.94,16.61,Australia,44.09
Fitness centre manager,Retail,Decreasing,Moderate,80472.84,Associate Degree,11,8383,4682,61.97,38.56,India,65.42
Chief Financial Officer,Healthcare,Decreasing,High,76944.21,PhD,13,4725,5429,63.08,76.34,India,26.9
Homeopath,Healthcare,Increasing,Low,106153.27,Master’s Degree,13,5574,7031,79.63,98.6,Germany,52.92
Town planner,Entertainment,Increasing,Moderate,121585.5,Associate Degree,2,5381,2474,57.15,37.86,UK,64.72
Print production planner,Transportation,Decreasing,Moderate,42275.92,Bachelor’s Degree,2,4725,6320,30.64,79.85,India,21.28
"Lecturer, further education",Transportation,Decreasing,Moderate,128325.21,Master’s Degree,13,6624,3832,63.09,36.91,Canada,35.86
Therapeutic radiographer,Entertainment,Decreasing,Moderate,75476.36,Associate Degree,1,9087,8881,51.8,47.04,China,71.86
"Therapist, art",Manufacturing,Increasing,High,52859.25,PhD,9,6147,9757,77.88,43.19,Canada,22.52
Web designer,Transportation,Increasing,Moderate,36698.34,High School,19,3511,2846,13.5,45.77,Germany,23.82
Advertising account executive,Entertainment,Increasing,Moderate,93944.36,Associate Degree,4,315,9268,47.5,55.39,UK,25.32
Lobbyist,Retail,Increasing,Low,61711.6,Associate Degree,19,3653,5558,70.0,21.5,UK,71.69
Licensed conveyancer,Transportation,Decreasing,High,52426.78,Associate Degree,19,7806,1302,56.82,86.74,Canada,26.32
"Engineer, electronics",Healthcare,Increasing,Low,58850.95,Master’s Degree,5,6177,7362,69.29,98.18,China,27.03
Agricultural engineer,Finance,Decreasing,Moderate,108605.52,Master’s Degree,3,4500,1943,42.93,54.41,Germany,63.94
Ceramics designer,Education,Increasing,Moderate,129239.01,High School,9,9427,9442,14.76,41.94,Brazil,24.27
Hydrographic surveyor,IT,Increasing,Moderate,108916.46,Master’s Degree,18,7372,546,76.97,17.09,India,50.12
Adult guidance worker,Transportation,Decreasing,High,67161.49,Master’s Degree,2,2902,6198,63.32,72.26,Canada,23.74
"Education officer, community",Transportation,Decreasing,Low,121647.46,Master’s Degree,5,2576,7971,3.85,51.4,UK,49.62
"Engineer, civil (contracting)",Transportation,Decreasing,Low,77969.46,High School,11,2853,527,31.06,92.98,China,36.73
Land,Manufacturing,Increasing,Low,131902.96,Master’s Degree,2,7131,5518,22.88,86.87,Germany,27.23
"Engineer, production",IT,Increasing,Low,78823.93,Bachelor’s Degree,18,7948,2492,21.34,6.48,Australia,20.43
"Psychologist, occupational",IT,Decreasing,Low,115480.07,High School,2,9642,5596,3.91,66.23,Germany,29.1
Higher education lecturer,Manufacturing,Decreasing,Moderate,65311.91,PhD,19,2596,500,23.3,67.7,Germany,30.24
Manufacturing systems engineer,Healthcare,Decreasing,High,110524.52,Master’s Degree,17,2471,5396,95.15,41.83,China,54.78
Patent examiner,Transportation,Increasing,Low,71706.97,PhD,8,9623,4901,29.36,62.69,China,47.43
Waste management officer,Healthcare,Increasing,High,143722.3,PhD,17,9503,7366,55.46,35.39,UK,58.52
Music therapist,Education,Increasing,Low,131340.24,Master’s Degree,8,1003,4631,81.3,63.62,India,79.86
Chief Operating Officer,Healthcare,Decreasing,High,114449.15,Bachelor’s Degree,8,3399,7877,42.45,98.57,Germany,36.43
Meteorologist,Manufacturing,Decreasing,High,52724.86,Master’s Degree,6,9302,510,75.01,9.74,UK,66.69
Government social research officer,Retail,Decreasing,Low,45548.61,Master’s Degree,6,726,3227,41.12,14.55,Canada,27.93
Horticultural therapist,Healthcare,Decreasing,High,79919.42,Associate Degree,13,507,1013,11.37,67.01,Germany,58.61
"Engineer, production",IT,Decreasing,High,124252.7,PhD,6,4604,7129,22.13,75.5,Brazil,67.95
Orthoptist,Retail,Increasing,High,137865.13,Associate Degree,8,4990,849,53.34,40.18,UK,51.67
Trade union research officer,Healthcare,Decreasing,High,37003.16,PhD,19,639,7584,41.02,77.59,China,41.19
Careers adviser,Finance,Increasing,High,93695.36,Bachelor’s Degree,6,5610,9444,30.45,29.42,Australia,78.59
Chartered loss adjuster,Healthcare,Decreasing,Low,135559.17,Associate Degree,18,5894,347,77.54,8.32,Canada,48.66
Microbiologist,Entertainment,Increasing,Low,144425.42,PhD,17,411,9381,99.14,54.56,Germany,65.3
Clinical psychologist,Manufacturing,Increasing,Low,103564.99,Master’s Degree,15,9725,7320,44.24,49.36,Germany,69.38
Film/video editor,Healthcare,Decreasing,High,71766.57,High School,5,2792,2592,43.06,39.11,Germany,68.01
Dispensing optician,IT,Decreasing,Low,66149.96,Master’s Degree,11,4604,7540,27.84,3.42,USA,40.48
"Production assistant, television",Finance,Decreasing,Moderate,137360.81,PhD,20,1223,1343,90.52,4.57,China,61.28
Food technologist,Retail,Increasing,High,49939.37,Master’s Degree,12,2224,5713,20.11,43.04,Germany,23.44
"Engineer, mining",Manufacturing,Increasing,Low,61276.62,Bachelor’s Degree,16,295,9152,21.93,84.5,India,63.65
"Surveyor, insurance",IT,Increasing,Low,147244.38,Bachelor’s Degree,1,8460,8422,42.15,24.43,UK,56.95
"Accountant, chartered",Manufacturing,Increasing,Low,82739.57,PhD,4,6765,8709,64.34,66.06,Germany,65.73
Police officer,Retail,Decreasing,Low,44845.59,Master’s Degree,11,2078,5298,76.8,18.46,Brazil,43.03
"Psychologist, forensic",Entertainment,Decreasing,Moderate,37253.72,Bachelor’s Degree,11,9831,1825,65.69,80.61,Brazil,44.09
Horticultural consultant,Manufacturing,Increasing,Moderate,113425.03,High School,19,9660,3401,36.62,20.21,India,20.62
Dancer,Finance,Decreasing,Moderate,57027.13,PhD,19,7039,7861,59.49,63.29,UK,25.06
Commissioning editor,Finance,Increasing,Low,101780.88,Associate Degree,14,8118,6569,97.12,72.59,Germany,24.68
"Loss adjuster, chartered",Education,Decreasing,Low,144698.6,Master’s Degree,19,5983,6128,72.65,88.34,Brazil,53.79
"Education officer, museum",Finance,Increasing,High,60124.5,Bachelor’s Degree,3,1295,4849,8.85,57.75,UK,72.65
Recycling officer,Manufacturing,Increasing,High,81869.18,Associate Degree,8,9729,3444,12.83,63.32,China,78.33
Fisheries officer,Transportation,Decreasing,Low,79134.03,PhD,3,9996,9931,11.0,13.41,Australia,49.56
Herbalist,Education,Decreasing,High,57378.48,High School,20,354,441,60.82,7.24,Canada,48.17
"Designer, interior/spatial",Transportation,Decreasing,Low,141587.04,Master’s Degree,15,5932,192,36.96,74.36,Australia,49.34
Publishing copy,Transportation,Increasing,Low,113605.05,PhD,7,706,7214,43.14,99.46,USA,77.22
Local government officer,Retail,Decreasing,High,51158.99,Associate Degree,2,754,472,12.91,32.45,Canada,56.23
Production engineer,Retail,Decreasing,High,99895.16,Bachelor’s Degree,6,2540,8940,90.35,70.05,India,66.88
"Administrator, Civil Service",Healthcare,Increasing,Low,99737.89,High School,17,397,2731,29.8,64.81,China,36.57
"Therapist, music",Retail,Increasing,Moderate,76676.82,Bachelor’s Degree,11,6821,2531,3.42,94.91,USA,53.01
Curator,IT,Increasing,High,136540.86,High School,1,5790,753,22.47,84.13,Brazil,49.26
Food technologist,Entertainment,Decreasing,High,91394.66,Master’s Degree,2,9013,2259,42.98,47.49,USA,27.24
Retail merchandiser,Entertainment,Increasing,Moderate,137695.1,PhD,19,199,8462,8.84,90.15,Canada,55.26
"Producer, television/film/video",Entertainment,Increasing,Moderate,44268.41,High School,19,1845,4750,82.96,17.03,Germany,58.13
Database administrator,Retail,Increasing,Moderate,59003.07,Bachelor’s Degree,7,5044,343,65.93,74.36,China,49.36
Chiropractor,IT,Decreasing,Moderate,82939.09,Master’s Degree,6,156,6326,91.45,19.99,China,46.08
"Designer, fashion/clothing",Transportation,Increasing,High,122471.71,Bachelor’s Degree,6,8675,7418,52.4,2.74,USA,50.78
Biomedical scientist,Manufacturing,Increasing,High,35385.88,High School,20,1360,8741,19.37,81.04,Brazil,21.74
Clinical research associate,Manufacturing,Decreasing,High,67965.92,Master’s Degree,7,1639,1959,65.61,19.94,UK,36.52
"Scientist, forensic",Transportation,Increasing,Moderate,90316.53,Bachelor’s Degree,3,9981,1743,81.77,49.85,UK,24.88
Tax adviser,Healthcare,Decreasing,High,36658.75,PhD,10,5854,3587,40.07,35.82,Brazil,29.52
Games developer,Manufacturing,Decreasing,Moderate,77411.25,PhD,8,1018,3013,43.66,4.75,Australia,51.34
Heritage manager,Transportation,Increasing,Low,99411.82,Bachelor’s Degree,19,9636,8612,27.19,7.58,Australia,65.45
Set designer,Retail,Decreasing,Low,100922.81,Master’s Degree,18,5965,6861,43.15,66.42,India,68.37
"Exhibitions officer, museum/gallery",Finance,Decreasing,High,51199.53,Bachelor’s Degree,7,2778,1258,55.63,51.7,Canada,24.8
Plant breeder/geneticist,Retail,Decreasing,High,126122.89,Associate Degree,2,4405,6806,30.34,44.22,Canada,48.36
Surgeon,Healthcare,Decreasing,Moderate,113839.64,Master’s Degree,15,4343,7942,90.99,90.0,Canada,73.45
"Surveyor, planning and development",IT,Increasing,Moderate,32609.35,Master’s Degree,14,4368,5153,14.79,34.63,India,68.19
Dancer,Entertainment,Decreasing,Low,34876.8,Bachelor’s Degree,3,3907,5380,92.0,44.62,UK,68.25
Quantity surveyor,Transportation,Increasing,Low,31589.16,Master’s Degree,2,4236,7172,38.26,84.77,Canada,34.15
Field seismologist,Manufacturing,Increasing,High,115739.64,Associate Degree,2,2647,8691,6.26,63.81,China,57.91
Child psychotherapist,Transportation,Decreasing,High,57817.46,Associate Degree,3,2845,6093,38.57,58.29,Canada,48.63
Automotive engineer,Retail,Decreasing,Low,61066.4,Bachelor’s Degree,14,5362,6907,30.58,57.64,UK,78.69
Writer,Education,Decreasing,Moderate,145448.31,Associate Degree,18,2529,8009,97.1,45.46,China,54.87
Office manager,IT,Decreasing,Low,79721.94,Master’s Degree,5,2388,9215,2.49,31.53,Brazil,42.84
Plant breeder/geneticist,IT,Decreasing,Moderate,85465.55,Associate Degree,0,2139,7137,86.62,74.56,China,62.49
"Surveyor, insurance",Manufacturing,Increasing,Moderate,115583.52,PhD,8,7029,9148,21.31,9.22,China,37.38
Community education officer,IT,Increasing,Moderate,36886.14,PhD,0,7995,3414,46.8,81.65,Brazil,67.62
Insurance account manager,Transportation,Increasing,Moderate,92108.49,PhD,1,1334,4330,6.25,32.98,Australia,49.68
Barrister's clerk,Retail,Increasing,High,85610.58,Bachelor’s Degree,16,801,4968,54.64,43.25,Germany,75.53
Pathologist,Entertainment,Decreasing,Moderate,77467.4,PhD,14,7772,2662,17.45,63.42,Australia,53.58
Textile designer,Entertainment,Increasing,High,62129.35,High School,9,7729,5314,7.42,68.67,India,77.56
Art therapist,Transportation,Decreasing,High,141812.28,Master’s Degree,16,8634,5411,26.14,16.98,USA,29.26
Hydrographic surveyor,Retail,Increasing,High,123686.15,High School,14,4953,6253,3.66,83.23,China,74.99
"Designer, multimedia",IT,Increasing,Moderate,33651.58,Bachelor’s Degree,9,5880,229,9.62,87.66,Canada,37.13
Quality manager,Healthcare,Decreasing,High,136180.53,PhD,16,3862,3038,57.57,50.42,USA,78.51
Higher education careers adviser,Entertainment,Increasing,Low,67613.11,Associate Degree,12,453,4175,10.31,88.4,Brazil,74.9
"Engineer, drilling",Transportation,Decreasing,High,92809.57,Master’s Degree,11,4159,7688,22.94,44.63,China,73.81
Chartered management accountant,Healthcare,Decreasing,High,140138.23,Associate Degree,16,7408,8287,47.74,63.86,Germany,34.54
Public relations officer,Healthcare,Increasing,Low,145051.78,PhD,4,1831,4175,90.2,8.84,Brazil,75.61
Lexicographer,Healthcare,Decreasing,High,101486.78,PhD,13,4604,6475,31.97,13.22,Brazil,68.12
"Teacher, secondary school",Manufacturing,Increasing,Moderate,114008.37,High School,9,6342,8933,83.99,61.11,UK,59.24
Land,Transportation,Increasing,Moderate,35932.54,High School,16,1282,8233,80.69,51.94,Brazil,31.88
Dispensing optician,Finance,Increasing,Low,102078.29,Associate Degree,0,2360,5863,55.1,50.49,China,34.96
Intelligence analyst,Transportation,Decreasing,Low,110443.5,Master’s Degree,0,9022,4689,41.15,4.17,UK,24.31
Academic librarian,Entertainment,Increasing,Moderate,95576.94,PhD,2,1156,5155,38.14,70.8,USA,47.3
Conference centre manager,Retail,Decreasing,Low,95613.27,High School,13,3633,8307,97.36,76.03,India,27.71
Ranger/warden,IT,Decreasing,High,43009.0,High School,1,9882,1479,38.06,46.66,Canada,49.77
Insurance underwriter,Retail,Decreasing,Moderate,108169.58,Bachelor’s Degree,14,9485,4564,29.85,40.39,China,21.62
"Therapist, horticultural",Entertainment,Increasing,High,54123.43,PhD,16,9170,8702,49.64,31.24,China,62.18
IT sales professional,IT,Increasing,Low,57877.23,PhD,19,1473,8308,66.0,24.61,India,57.12
Farm manager,Education,Increasing,Low,43420.59,High School,17,4790,4368,2.51,25.05,China,34.99
"Psychologist, sport and exercise",Finance,Decreasing,Moderate,123368.7,Bachelor’s Degree,2,7527,4314,68.98,50.7,UK,64.12
Translator,Finance,Decreasing,Low,100973.33,Associate Degree,16,5810,4362,99.26,92.94,Canada,35.29
Leisure centre manager,Healthcare,Decreasing,Low,122256.09,Associate Degree,12,9439,7741,84.17,93.27,Brazil,73.0
Clinical research associate,Retail,Decreasing,Moderate,88964.38,High School,5,6456,1855,68.93,9.92,Germany,62.89
Radio broadcast assistant,Education,Increasing,Low,149478.0,PhD,3,1335,9677,44.93,60.12,Australia,77.0
Armed forces technical officer,Transportation,Increasing,Moderate,117236.99,Associate Degree,18,5351,1236,26.58,96.36,Brazil,67.34
Games developer,Manufacturing,Increasing,High,74404.18,Bachelor’s Degree,0,7646,2115,28.68,91.59,China,33.85
Clinical embryologist,Education,Increasing,Moderate,94339.7,High School,18,2914,4579,93.56,7.28,Canada,30.66
"Editor, magazine features",Entertainment,Increasing,Low,101556.24,PhD,2,8042,8439,39.73,6.15,Canada,69.53
"Administrator, local government",IT,Decreasing,High,84262.14,High School,14,735,8504,44.05,32.65,Australia,24.7
"Engineer, control and instrumentation",Education,Decreasing,Moderate,62985.97,Master’s Degree,3,6812,1540,50.94,51.55,Brazil,30.96
Art gallery manager,Manufacturing,Increasing,Moderate,109891.47,High School,19,1336,5300,17.46,92.94,UK,46.7
Economist,IT,Decreasing,Moderate,139753.93,Master’s Degree,12,1317,4177,75.08,1.07,China,32.85
Acupuncturist,Education,Decreasing,High,104165.83,Master’s Degree,9,4153,2133,85.31,97.36,India,62.84
Writer,IT,Decreasing,Moderate,46438.76,Master’s Degree,16,4067,8373,53.39,22.21,Australia,27.45
Fish farm manager,IT,Increasing,High,142127.15,High School,1,4021,7988,28.44,16.49,China,64.53
Economist,IT,Increasing,Low,121977.22,Associate Degree,6,9298,7651,83.65,44.09,Brazil,45.9
"Scientist, forensic",Entertainment,Decreasing,Low,99127.75,Bachelor’s Degree,7,1244,759,61.69,76.81,Brazil,65.77
Energy manager,Healthcare,Increasing,Moderate,110599.78,Master’s Degree,17,3137,3667,56.61,88.99,USA,36.88
Drilling engineer,Entertainment,Increasing,High,39984.77,Bachelor’s Degree,17,6859,1062,45.37,28.79,India,47.87
Information systems manager,Finance,Increasing,Low,136680.64,PhD,4,9538,8055,61.52,31.78,China,41.93
Herpetologist,Transportation,Decreasing,Low,67177.86,PhD,18,2094,2311,92.24,50.68,UK,67.73
Firefighter,Healthcare,Increasing,High,121674.07,Bachelor’s Degree,15,8103,4435,13.44,83.96,Brazil,73.8
"Engineer, materials",Transportation,Increasing,Low,110751.4,PhD,9,8180,1619,91.5,56.13,Brazil,27.56
Sports administrator,Education,Increasing,Moderate,89930.36,High School,17,6545,9065,48.85,1.43,China,62.87
Police officer,Transportation,Decreasing,High,70910.08,Associate Degree,5,4987,7307,86.04,53.35,Brazil,23.43
"Scientist, research (life sciences)",IT,Increasing,High,72196.09,Associate Degree,12,7609,3358,13.92,35.78,USA,20.49
Hydrogeologist,Education,Decreasing,High,103024.76,Bachelor’s Degree,6,8041,1026,42.69,20.33,Germany,76.56
Immunologist,Transportation,Increasing,Moderate,63245.63,PhD,12,3937,1278,64.58,67.17,USA,24.27
Chartered legal executive (England and Wales),Healthcare,Decreasing,Low,110818.16,PhD,9,4532,8032,96.09,94.13,USA,73.65
Aid worker,Healthcare,Increasing,Low,143459.5,Associate Degree,8,9102,8102,29.61,92.4,USA,44.07
Water engineer,Manufacturing,Increasing,Low,96721.74,Associate Degree,6,3778,4053,87.27,85.44,Canada,56.34
Immigration officer,IT,Decreasing,Low,70856.37,Associate Degree,8,2425,7075,52.9,37.9,China,25.84
"Engineer, building services",Manufacturing,Increasing,Low,145207.07,Master’s Degree,11,1547,6264,53.15,46.95,USA,69.65
Company secretary,Healthcare,Increasing,Moderate,93012.48,High School,14,6624,7470,51.78,35.47,Australia,72.3
"Nurse, learning disability",Education,Increasing,Low,35047.03,Bachelor’s Degree,14,5055,6977,56.61,56.12,UK,53.58
Agricultural engineer,Education,Increasing,Moderate,130361.5,Associate Degree,20,4397,6731,53.87,17.93,UK,55.97
Newspaper journalist,Education,Decreasing,Low,75220.08,Bachelor’s Degree,14,4312,283,47.84,88.59,UK,70.49
Clinical molecular geneticist,Retail,Increasing,Low,99519.66,Bachelor’s Degree,2,505,7750,28.64,99.96,UK,71.13
Barrister's clerk,IT,Increasing,Low,70556.55,Master’s Degree,11,6105,6532,3.2,30.76,Brazil,78.8
Advertising account executive,Healthcare,Decreasing,Moderate,34887.99,Master’s Degree,5,642,4871,11.13,80.01,Canada,78.02
Astronomer,Transportation,Increasing,Moderate,41396.9,High School,18,909,8166,26.1,59.3,Brazil,45.72
Furniture designer,Healthcare,Increasing,High,99771.2,Master’s Degree,10,4199,9157,36.01,1.56,USA,79.39
"Conservator, museum/gallery",Transportation,Increasing,Low,32410.89,PhD,12,638,7741,69.23,91.23,Brazil,23.67
Furniture conservator/restorer,Healthcare,Decreasing,High,129213.25,Master’s Degree,9,7281,4930,56.2,4.25,China,33.4
Insurance account manager,Transportation,Increasing,Moderate,72315.36,PhD,4,3506,8255,43.46,32.21,Canada,46.59
Video editor,Entertainment,Decreasing,High,130820.65,Master’s Degree,2,6115,3007,56.98,32.79,Germany,24.97
Secondary school teacher,Healthcare,Decreasing,High,145045.22,Bachelor’s Degree,17,4350,8815,69.12,38.08,UK,62.16
"Administrator, Civil Service",IT,Increasing,Moderate,72118.04,Master’s Degree,13,6275,6328,88.89,99.64,UK,37.27
Manufacturing engineer,Transportation,Increasing,High,36191.04,High School,4,6689,5363,64.21,89.36,India,41.07
Furniture conservator/restorer,Manufacturing,Increasing,Low,75372.99,Bachelor’s Degree,16,2610,2356,96.52,95.1,China,58.87
Paediatric nurse,Finance,Increasing,Moderate,136981.12,Master’s Degree,10,5454,3888,30.94,56.91,India,26.14
Charity officer,Transportation,Decreasing,High,112293.47,Bachelor’s Degree,10,2178,7796,29.6,67.47,UK,52.03
Careers information officer,Manufacturing,Decreasing,Low,99560.73,Associate Degree,12,6862,7810,26.42,7.62,India,74.61
Hydrologist,Retail,Decreasing,Low,69032.88,Bachelor’s Degree,15,4163,4933,19.35,73.07,Canada,47.27
Music therapist,Healthcare,Decreasing,Moderate,80458.36,High School,1,7091,4760,43.44,50.0,Germany,41.79
"Engineer, electrical",Education,Increasing,High,76138.59,Bachelor’s Degree,3,6833,4896,60.05,32.08,UK,36.98
Physiotherapist,Education,Increasing,High,90444.0,Master’s Degree,6,648,5715,74.48,93.4,Australia,73.44
Building services engineer,Entertainment,Decreasing,Moderate,96541.4,Master’s Degree,11,6727,3661,61.1,80.16,UK,74.68
Arboriculturist,Healthcare,Decreasing,Moderate,131182.04,Bachelor’s Degree,0,5427,4258,10.27,95.0,Australia,52.9
Corporate investment banker,Healthcare,Decreasing,High,76119.73,High School,9,3321,8258,71.07,0.8,Canada,38.66
Warden/ranger,Entertainment,Decreasing,High,117905.49,Master’s Degree,10,5000,8763,99.66,23.92,USA,79.49
Retail manager,Transportation,Decreasing,Moderate,70237.82,PhD,15,3314,9182,22.69,86.49,Australia,40.0
Television camera operator,Entertainment,Increasing,High,105336.66,Associate Degree,1,335,4797,7.96,15.03,Australia,69.4
Barrister,Manufacturing,Increasing,Low,99852.7,PhD,11,5376,5278,86.38,5.01,Canada,24.27
Medical technical officer,Retail,Increasing,Moderate,55484.87,Associate Degree,6,1104,6802,40.49,36.44,Germany,38.55
Advice worker,IT,Decreasing,High,97894.44,Bachelor’s Degree,3,6189,884,8.42,62.77,Germany,78.11
International aid/development worker,IT,Increasing,Low,147440.73,Associate Degree,14,4946,5817,81.92,21.88,Canada,51.0
Occupational psychologist,Transportation,Decreasing,High,86244.09,Master’s Degree,5,2809,2693,45.43,24.56,UK,37.17
"Conservator, museum/gallery",Retail,Decreasing,Low,67503.48,Bachelor’s Degree,15,2370,6861,20.42,38.75,Australia,61.01
Health physicist,Transportation,Increasing,Moderate,81659.66,Master’s Degree,16,7374,4015,53.17,24.7,Germany,44.83
"Engineer, agricultural",Entertainment,Increasing,High,88906.52,Bachelor’s Degree,12,2892,3587,89.45,19.24,UK,78.73
Housing manager/officer,Finance,Increasing,Moderate,129316.86,Master’s Degree,10,9550,9900,15.52,33.82,Canada,55.62
Patent examiner,Entertainment,Increasing,Moderate,116895.19,Bachelor’s Degree,1,1748,522,27.39,92.13,India,42.63
"Exhibitions officer, museum/gallery",Transportation,Increasing,Moderate,79152.04,High School,18,4046,5499,32.35,45.44,India,67.91
"Designer, television/film set",Entertainment,Decreasing,Moderate,112023.21,Bachelor’s Degree,10,6129,3317,4.36,18.62,USA,35.88
"Surveyor, building control",Transportation,Increasing,Moderate,47384.06,PhD,20,4328,2835,53.15,10.33,Australia,41.88
Community arts worker,Finance,Decreasing,Low,145092.83,PhD,5,1645,7090,45.51,25.28,Germany,49.31
Water engineer,Education,Increasing,Moderate,74647.39,High School,2,1473,1290,86.35,91.85,Brazil,72.22
Soil scientist,Healthcare,Decreasing,High,39651.07,Associate Degree,5,7067,929,54.87,94.22,Germany,47.73
Wellsite geologist,Manufacturing,Decreasing,Low,133357.85,Associate Degree,2,7366,3347,66.75,24.25,Canada,36.06
International aid/development worker,Transportation,Decreasing,Moderate,110807.05,Associate Degree,12,509,2896,57.35,71.24,UK,55.21
Theatre director,Retail,Decreasing,High,144679.02,Bachelor’s Degree,20,1507,9916,53.12,64.74,India,55.3
Chartered legal executive (England and Wales),Transportation,Decreasing,Moderate,91532.78,Master’s Degree,2,6428,8753,31.32,80.88,Australia,50.47
"Surveyor, mining",Retail,Increasing,High,33573.14,Associate Degree,19,5562,4547,42.56,21.2,Germany,55.13
"Scientist, product/process development",Education,Decreasing,Low,117657.12,Associate Degree,10,3211,9437,71.16,14.58,Brazil,62.05
"Teacher, English as a foreign language",Retail,Increasing,Low,96559.47,Bachelor’s Degree,17,682,3446,57.91,46.05,China,61.53
Hydrologist,Retail,Decreasing,Low,110805.45,Master’s Degree,17,1997,446,74.87,38.57,Brazil,48.02
"Editor, magazine features",Transportation,Increasing,Low,52279.91,Associate Degree,13,1043,9820,71.55,49.38,UK,24.39
"Engineer, automotive",Entertainment,Increasing,Moderate,74295.72,PhD,7,1152,5479,5.79,5.05,Germany,36.49
Retail manager,Transportation,Increasing,Low,117235.8,High School,19,512,6157,50.43,83.79,UK,64.6
Agricultural engineer,Manufacturing,Decreasing,Moderate,112747.75,High School,1,6275,5157,15.06,31.07,China,40.12
Ambulance person,Retail,Decreasing,High,128247.65,Associate Degree,2,6617,6429,64.95,52.75,USA,49.42
Clinical cytogeneticist,Retail,Increasing,Low,120584.28,High School,17,6896,2340,31.75,61.42,Canada,22.45
Public relations account executive,Healthcare,Decreasing,High,142047.62,Associate Degree,0,3472,9499,25.06,83.12,Brazil,22.98
Public relations officer,Finance,Increasing,Low,70243.18,PhD,8,6938,245,30.83,11.8,USA,30.11
Cytogeneticist,Transportation,Increasing,Moderate,44749.93,Master’s Degree,10,5209,3987,20.2,85.96,Canada,79.92
"Pilot, airline",Manufacturing,Decreasing,High,74871.97,Master’s Degree,1,8217,7002,13.98,83.98,Brazil,34.02
Television/film/video producer,Transportation,Decreasing,Moderate,109553.71,PhD,9,9865,6376,63.58,47.08,Germany,69.89
Toxicologist,Education,Decreasing,Low,69759.33,Master’s Degree,9,4726,9619,92.87,38.47,UK,78.4
"Programmer, applications",Retail,Increasing,Moderate,141824.16,Master’s Degree,6,6896,2824,1.94,60.23,China,25.29
"Pharmacist, hospital",Manufacturing,Decreasing,High,123958.39,Bachelor’s Degree,15,3398,1310,17.5,39.5,India,22.25
Tourist information centre manager,Transportation,Decreasing,High,105542.69,Master’s Degree,10,8906,4159,19.31,65.91,UK,55.4
Dealer,Retail,Increasing,High,96400.43,Bachelor’s Degree,4,7321,2265,83.72,65.71,India,35.86
"Psychotherapist, child",Manufacturing,Decreasing,High,96051.87,Bachelor’s Degree,19,7598,5407,48.34,97.87,Canada,45.26
Media buyer,Manufacturing,Decreasing,High,112033.45,PhD,5,8136,5211,49.64,21.94,USA,28.56
Information officer,Retail,Increasing,Low,46199.75,Associate Degree,15,4826,8240,87.79,64.48,Australia,58.95
Contracting civil engineer,Finance,Increasing,Moderate,74979.15,PhD,13,7242,9695,74.3,3.02,India,51.85
Industrial buyer,Finance,Decreasing,Moderate,95153.54,Bachelor’s Degree,5,4105,9921,88.06,87.46,USA,22.3
Private music teacher,Healthcare,Decreasing,High,56485.92,High School,5,3627,3612,40.47,30.25,Canada,75.32
Games developer,Retail,Decreasing,Low,106115.06,Master’s Degree,3,2866,2635,17.84,61.92,Australia,40.27
Newspaper journalist,Finance,Decreasing,Low,128633.49,PhD,0,6043,4030,15.02,29.89,UK,47.06
Advertising copywriter,Healthcare,Decreasing,Moderate,119440.07,Master’s Degree,13,4456,2026,22.75,97.9,Australia,34.91
Magazine journalist,Manufacturing,Decreasing,High,147912.23,Master’s Degree,12,1200,8531,27.55,22.04,Australia,68.72
Materials engineer,Healthcare,Decreasing,High,98150.33,High School,14,1423,8956,32.59,78.84,UK,62.95
Nature conservation officer,Manufacturing,Decreasing,Moderate,32560.21,PhD,1,7730,6481,5.59,60.54,Canada,21.71
Dance movement psychotherapist,Manufacturing,Decreasing,Moderate,69508.25,Bachelor’s Degree,2,6726,153,75.99,17.32,China,65.45
Holiday representative,Transportation,Decreasing,Low,62310.44,PhD,1,3307,1549,48.31,46.31,UK,42.34
"Engineer, structural",Manufacturing,Decreasing,High,74332.72,Associate Degree,5,7862,5276,35.31,30.94,China,26.95
Set designer,Transportation,Decreasing,Moderate,113560.93,Master’s Degree,3,244,3440,61.24,24.95,USA,20.37
Electrical engineer,Healthcare,Decreasing,Moderate,94460.77,Associate Degree,15,4749,8760,66.91,72.1,Brazil,44.94
"Horticulturist, amenity",Healthcare,Decreasing,High,49270.39,PhD,4,7309,6091,19.78,88.22,Canada,21.74
"Scientist, audiological",Entertainment,Decreasing,Low,138537.13,High School,16,705,949,92.84,47.37,Canada,41.23
Patent examiner,Retail,Decreasing,High,35323.9,PhD,12,5740,6190,82.28,22.0,China,26.78
Musician,Finance,Increasing,Moderate,128863.04,Master’s Degree,10,1544,7863,31.23,73.23,India,51.14
Geographical information systems officer,Finance,Decreasing,High,81056.6,PhD,10,1492,8915,47.61,70.49,India,56.65
Leisure centre manager,Entertainment,Decreasing,High,85030.15,PhD,6,7395,3716,80.58,62.89,Canada,68.6
Chartered management accountant,Education,Increasing,Moderate,91866.95,Bachelor’s Degree,0,8634,5999,7.98,34.55,UK,64.21
Garment/textile technologist,Healthcare,Increasing,Moderate,44861.02,High School,19,3070,2149,70.66,33.76,USA,70.73
Banker,Manufacturing,Increasing,High,46266.86,Master’s Degree,1,9987,8124,16.81,2.51,USA,34.68
Advertising copywriter,Transportation,Increasing,Moderate,147337.53,High School,19,8270,8754,66.24,78.4,USA,40.7
Agricultural engineer,Finance,Increasing,High,69552.27,Bachelor’s Degree,2,8580,1128,59.76,25.07,Brazil,47.75
Writer,Retail,Increasing,Low,135229.18,Associate Degree,12,5740,2877,15.4,32.15,Germany,30.47
"Producer, radio",Healthcare,Decreasing,Low,90182.07,Bachelor’s Degree,4,9727,6109,92.8,24.73,UK,46.19
Advertising art director,Healthcare,Decreasing,High,67024.0,High School,6,6708,1187,38.93,68.14,China,26.37
Retail buyer,Entertainment,Decreasing,Low,66291.55,Bachelor’s Degree,3,6072,7450,33.1,45.77,Brazil,66.14
Homeopath,Finance,Increasing,High,111671.34,High School,1,5047,5121,92.41,72.74,USA,64.86
Legal secretary,Entertainment,Decreasing,High,77172.98,Bachelor’s Degree,20,3421,196,12.07,88.52,India,79.2
Health and safety inspector,Retail,Increasing,High,132617.33,High School,9,7020,8975,54.5,85.43,India,26.29
Environmental education officer,Education,Decreasing,Low,55924.83,Associate Degree,4,7924,4543,55.04,21.33,India,42.15
Contractor,Manufacturing,Increasing,Moderate,40398.23,PhD,7,6813,414,43.14,42.01,India,66.07
Audiological scientist,Education,Increasing,Low,91723.74,PhD,8,2853,1694,85.8,40.09,USA,57.72
Therapeutic radiographer,Retail,Increasing,High,83298.17,PhD,5,8877,7941,47.06,0.23,USA,34.57
Corporate investment banker,IT,Decreasing,Moderate,54896.44,Bachelor’s Degree,0,9583,2987,90.19,61.79,China,69.68
Telecommunications researcher,Entertainment,Decreasing,High,67729.99,Bachelor’s Degree,5,2741,4295,36.1,95.05,India,74.4
"Engineer, water",Transportation,Increasing,Low,33748.98,Associate Degree,8,8361,2880,89.11,35.25,UK,38.71
Textile designer,Retail,Increasing,Moderate,88640.05,PhD,11,9194,6945,24.66,21.43,UK,50.52
"Scientist, audiological",IT,Decreasing,Low,43440.72,Master’s Degree,11,4367,898,89.59,24.99,USA,26.51
"Therapist, sports",IT,Decreasing,Moderate,71816.52,Associate Degree,7,6910,2892,86.26,84.52,Australia,29.7
Water engineer,Manufacturing,Decreasing,Low,78827.37,PhD,18,8341,7243,2.61,80.86,Germany,43.3
Product/process development scientist,Entertainment,Increasing,Low,134231.8,Bachelor’s Degree,20,9328,9285,41.94,94.93,India,44.62
"Buyer, retail",Retail,Increasing,Moderate,149841.78,Associate Degree,8,7376,5484,10.55,81.32,Australia,34.87
Sports coach,Healthcare,Decreasing,High,43700.68,High School,3,6451,3879,24.16,44.68,Canada,68.26
Cabin crew,Healthcare,Increasing,High,69588.88,Master’s Degree,3,2676,9942,47.8,97.68,Australia,58.61
Prison officer,Entertainment,Decreasing,Moderate,49417.47,Bachelor’s Degree,13,8487,1096,39.05,23.08,Canada,78.5
Acupuncturist,Manufacturing,Increasing,Low,55181.13,Associate Degree,3,2195,992,9.32,31.32,Germany,53.96
Chief of Staff,Manufacturing,Decreasing,High,76655.77,PhD,20,9672,6217,32.32,24.33,UK,66.27
Tourism officer,Manufacturing,Decreasing,Low,30038.1,PhD,9,1006,393,86.01,55.43,China,63.32
Forensic psychologist,Transportation,Increasing,Moderate,143032.89,Associate Degree,7,2168,1190,56.94,89.27,Germany,42.81
"Psychotherapist, dance movement",Retail,Decreasing,High,92657.46,Master’s Degree,3,5758,9461,70.46,24.51,China,50.76
Community pharmacist,Entertainment,Increasing,Moderate,142377.55,Associate Degree,12,8941,5228,25.43,56.91,Canada,24.99
Glass blower/designer,Finance,Increasing,High,105394.36,Bachelor’s Degree,11,386,5060,26.93,23.84,Germany,79.58
"Scientist, clinical (histocompatibility and immunogenetics)",Transportation,Increasing,High,97494.49,PhD,19,4458,9376,5.26,5.36,China,36.69
Video editor,Healthcare,Increasing,Moderate,79527.05,High School,17,2932,150,48.29,54.21,UK,40.35
Catering manager,Education,Increasing,High,49830.8,Master’s Degree,18,5049,3653,30.58,60.04,India,24.17
International aid/development worker,IT,Decreasing,High,124529.89,PhD,1,7998,707,9.44,37.27,UK,44.05
"Research officer, government",Manufacturing,Decreasing,Low,109363.8,Associate Degree,11,1481,8212,6.06,5.13,Germany,48.5
Radiation protection practitioner,IT,Increasing,Low,39943.17,PhD,13,9483,1011,25.81,21.11,India,36.75
Food technologist,Retail,Decreasing,Moderate,61197.69,Bachelor’s Degree,4,1674,9509,78.32,44.24,India,46.61
"Teacher, adult education",Manufacturing,Increasing,High,95489.32,Associate Degree,0,4392,7023,83.52,14.31,UK,21.09
"Surveyor, insurance",Retail,Increasing,Moderate,30430.22,Bachelor’s Degree,9,4481,173,32.79,76.72,UK,71.13
Volunteer coordinator,Finance,Increasing,High,107545.87,Associate Degree,5,8558,3999,93.85,72.55,Australia,45.29
Research scientist (life sciences),Education,Decreasing,Moderate,122099.72,High School,5,7511,7191,36.36,49.23,India,78.44
Theatre stage manager,IT,Increasing,High,44697.97,Associate Degree,1,1780,799,89.05,51.58,China,39.37
Forest/woodland manager,IT,Increasing,Low,79286.88,Associate Degree,0,7600,8687,71.53,78.27,USA,31.15
Photographer,Retail,Increasing,Moderate,98886.91,High School,4,348,1896,74.92,93.86,Germany,43.67
"Engineer, water",Transportation,Increasing,Moderate,105778.43,High School,10,982,2562,14.77,20.09,Brazil,79.71
Tax inspector,Manufacturing,Decreasing,Moderate,52230.55,Bachelor’s Degree,11,6436,4859,16.69,16.91,China,78.68
Mechanical engineer,Retail,Decreasing,Low,134990.97,Bachelor’s Degree,13,1619,252,99.94,44.52,USA,27.36
Multimedia programmer,Finance,Decreasing,Moderate,49349.87,Master’s Degree,1,3024,5921,4.03,90.69,USA,58.37
Warden/ranger,Education,Decreasing,High,78506.12,Bachelor’s Degree,5,9800,5673,69.33,3.49,UK,77.87
"Psychotherapist, child",Education,Decreasing,Moderate,54152.93,Master’s Degree,3,5027,769,29.95,30.08,India,39.24
Audiological scientist,Manufacturing,Decreasing,Moderate,135564.76,Associate Degree,17,3778,9162,4.7,86.34,Australia,40.68
Copy,Education,Decreasing,Moderate,63406.02,Bachelor’s Degree,17,5268,517,83.55,1.39,UK,39.17
Tax inspector,Entertainment,Decreasing,Moderate,59602.25,Bachelor’s Degree,1,8862,4305,75.88,79.28,India,35.68
Photographer,Education,Increasing,High,33214.6,Master’s Degree,17,4613,8778,2.44,51.69,UK,39.19
"Producer, radio",Retail,Increasing,Moderate,49427.47,Bachelor’s Degree,12,8760,4219,45.1,8.6,China,55.08
Magazine journalist,Retail,Increasing,Low,47224.09,PhD,4,786,1967,51.84,37.04,Brazil,56.11
"Therapist, horticultural",Healthcare,Increasing,Low,65121.61,Associate Degree,3,3421,2685,74.46,5.52,Germany,48.27
Conference centre manager,Transportation,Decreasing,Low,43225.12,High School,5,8497,4465,98.71,47.68,Brazil,76.97
Textile designer,Retail,Increasing,High,111949.89,High School,12,7680,3085,68.84,72.38,India,44.03
"Teacher, special educational needs",Retail,Increasing,High,116869.92,Master’s Degree,15,9981,1345,60.93,76.28,USA,38.61
Communications engineer,Education,Decreasing,Low,57118.61,High School,2,595,161,12.13,60.48,Germany,28.81
Information officer,Manufacturing,Increasing,Moderate,52530.12,Bachelor’s Degree,13,7145,5630,10.27,64.23,Canada,41.08
"Designer, fashion/clothing",Entertainment,Increasing,Low,112199.52,Associate Degree,14,5673,5175,56.3,41.19,Brazil,47.33
Illustrator,Entertainment,Increasing,Low,79910.8,Associate Degree,20,6296,6066,78.44,70.96,Australia,25.82
Hydrologist,Healthcare,Decreasing,High,67457.64,High School,16,7522,4804,91.23,28.91,India,64.49
Youth worker,Retail,Decreasing,High,145891.58,PhD,15,6199,9781,46.34,72.41,Canada,69.16
Astronomer,Retail,Decreasing,Moderate,146946.73,PhD,19,2141,2657,67.45,45.42,Canada,36.16
"Designer, jewellery",Manufacturing,Increasing,Low,114492.44,Bachelor’s Degree,2,2849,850,92.27,99.21,India,45.51
Politician's assistant,Finance,Increasing,High,62398.32,Master’s Degree,5,365,3819,14.49,65.6,Australia,63.93
Chemical engineer,IT,Decreasing,Moderate,102916.38,High School,19,8582,8300,37.59,89.57,Brazil,47.14
"Runner, broadcasting/film/video",Retail,Decreasing,High,30355.94,Associate Degree,17,7034,8197,53.32,61.83,UK,28.63
Land,Manufacturing,Increasing,Moderate,108247.36,Bachelor’s Degree,15,9955,5699,89.82,84.34,China,30.74
Advertising account executive,Retail,Decreasing,Low,87540.2,Master’s Degree,17,5029,7294,67.57,95.16,USA,74.12
Social researcher,Education,Increasing,Moderate,114681.65,Bachelor’s Degree,11,705,5981,42.36,36.94,China,65.55
Merchant navy officer,Education,Increasing,High,112904.02,Associate Degree,10,5088,6727,0.67,93.3,USA,35.2
"Production designer, theatre/television/film",Healthcare,Increasing,Moderate,109585.06,Associate Degree,11,6178,5318,88.2,46.68,Australia,73.98
Computer games developer,Retail,Increasing,High,118025.84,Associate Degree,15,9319,5146,8.48,41.55,Brazil,34.1
Biomedical scientist,Transportation,Decreasing,Low,95741.28,Master’s Degree,1,2800,5942,21.17,71.2,UK,59.82
Tax inspector,Entertainment,Decreasing,High,79343.62,PhD,20,8616,3350,69.03,94.5,Australia,71.48
Brewing technologist,Finance,Decreasing,Low,126583.01,Associate Degree,3,4986,2219,5.64,85.58,Germany,32.4
Banker,Finance,Decreasing,High,54848.95,PhD,13,328,1746,11.57,73.09,Germany,58.5
Medical laboratory scientific officer,Retail,Increasing,Low,34717.27,Associate Degree,14,5197,7563,82.74,2.69,Canada,73.1
"Surveyor, quantity",Entertainment,Increasing,Low,107684.19,High School,5,238,3794,62.85,37.31,Brazil,36.68
Psychotherapist,Education,Increasing,Moderate,134139.27,Master’s Degree,5,7005,1961,52.11,49.26,Germany,65.66
Database administrator,Transportation,Decreasing,High,149062.56,Master’s Degree,20,1608,2673,28.62,27.45,Brazil,74.29
"Conservation officer, nature",Healthcare,Decreasing,Low,48242.6,Master’s Degree,16,8683,278,73.42,98.22,India,40.89
Armed forces logistics/support/administrative officer,Transportation,Increasing,High,56339.34,Master’s Degree,19,538,2508,30.35,90.54,China,37.37
"Engineer, maintenance (IT)",Finance,Decreasing,High,135770.51,Master’s Degree,8,9939,5829,21.92,80.0,Australia,29.35
Accounting technician,Finance,Decreasing,High,81406.11,High School,5,7117,2283,43.94,26.98,China,21.68
Commissioning editor,IT,Increasing,Low,67686.3,High School,16,2840,9716,3.6,44.23,India,66.56
"Surveyor, minerals",Entertainment,Decreasing,Low,86970.67,Master’s Degree,13,5694,5844,79.65,16.85,India,73.1
Prison officer,Finance,Decreasing,Low,122995.42,Associate Degree,14,2022,9039,2.26,34.76,Canada,36.36
Interior and spatial designer,Retail,Increasing,Moderate,77390.63,Associate Degree,12,3070,6671,3.61,63.83,Australia,29.27
Site engineer,IT,Increasing,Moderate,132214.19,Bachelor’s Degree,14,8682,7198,73.91,93.55,Canada,41.13
Learning disability nurse,Healthcare,Increasing,Low,58146.08,High School,9,2053,6476,32.77,99.46,India,27.83
"Sound technician, broadcasting/film/video",Manufacturing,Increasing,Moderate,75565.1,Bachelor’s Degree,19,1161,8691,56.84,28.6,Germany,64.64
"Therapist, drama",IT,Decreasing,Low,72046.66,Bachelor’s Degree,4,337,4735,20.32,53.55,UK,64.2
Charity officer,Finance,Increasing,Low,109063.75,High School,19,9173,8518,2.01,41.49,Australia,61.52
"Psychologist, educational",Entertainment,Decreasing,High,62308.58,PhD,9,3347,7491,49.08,42.71,USA,34.33
Counsellor,Finance,Increasing,Moderate,38246.67,PhD,17,3175,515,71.38,65.51,USA,32.46
Administrator,Finance,Decreasing,Moderate,75952.4,Associate Degree,8,9760,5173,41.16,27.64,UK,71.39
Environmental health practitioner,Manufacturing,Decreasing,High,66642.15,Bachelor’s Degree,1,5868,6132,38.04,79.43,Germany,22.65
Clinical research associate,Manufacturing,Decreasing,High,37955.57,High School,16,3161,6721,4.84,38.25,Brazil,50.84
Insurance claims handler,IT,Decreasing,Moderate,52043.96,PhD,1,4686,560,49.58,30.44,China,59.59
Purchasing manager,Education,Decreasing,Low,124824.68,High School,20,8288,6587,48.63,77.9,Brazil,35.23
Copy,Education,Increasing,Low,58711.36,Bachelor’s Degree,3,7226,2128,72.58,74.66,China,45.98
"Pilot, airline",Manufacturing,Decreasing,High,144231.12,Bachelor’s Degree,18,5769,1435,68.92,70.07,USA,23.14
Minerals surveyor,IT,Increasing,High,100793.05,Master’s Degree,12,824,6735,13.05,48.78,USA,45.86
Jewellery designer,Education,Increasing,Low,141382.64,Associate Degree,15,2177,3221,58.57,89.86,China,73.11
"Accountant, chartered certified",Healthcare,Decreasing,High,132354.62,High School,12,7667,5309,18.35,22.08,Canada,72.77
Careers adviser,Transportation,Decreasing,High,69192.11,Bachelor’s Degree,7,4903,3081,91.92,23.13,Canada,59.91
Advice worker,IT,Increasing,Moderate,121467.58,Master’s Degree,9,8691,1883,15.5,4.58,India,29.5
Editorial assistant,Entertainment,Decreasing,Low,102376.31,High School,15,4136,7440,50.78,75.27,Germany,79.86
Ecologist,Retail,Increasing,Moderate,72240.46,Bachelor’s Degree,8,3877,963,9.71,28.0,Australia,72.22
Lawyer,Finance,Increasing,High,76212.03,Bachelor’s Degree,18,570,2311,34.59,70.61,India,70.12
"Lecturer, further education",Education,Decreasing,High,48329.24,PhD,11,7345,9654,96.15,45.23,India,72.43
Ceramics designer,IT,Decreasing,Low,118271.19,Associate Degree,17,6201,8455,73.83,59.14,Brazil,72.28
"Accountant, chartered",Retail,Increasing,Low,121564.16,Associate Degree,2,3767,1750,96.33,97.3,UK,28.39
"Research officer, political party",Retail,Increasing,Low,132820.05,Associate Degree,0,6946,4919,49.28,0.84,USA,72.92
Fast food restaurant manager,IT,Decreasing,High,79070.31,Master’s Degree,5,5639,8862,3.9,57.17,Germany,64.16
"Buyer, retail",IT,Increasing,High,65969.2,Bachelor’s Degree,16,1992,4062,83.48,63.18,Australia,53.04
"Presenter, broadcasting",Healthcare,Increasing,Moderate,86475.7,Bachelor’s Degree,1,7904,5993,50.32,28.33,Brazil,70.97
Warden/ranger,Entertainment,Increasing,High,56227.6,Associate Degree,17,1969,1399,43.9,20.39,Germany,38.68
Editorial assistant,Education,Decreasing,High,72167.64,Bachelor’s Degree,0,1093,458,77.69,20.1,Canada,61.81
Petroleum engineer,IT,Decreasing,Moderate,75784.83,Bachelor’s Degree,1,8458,5569,67.06,42.57,China,39.58
Pathologist,Education,Increasing,Low,113032.94,High School,2,7841,1782,75.36,15.32,China,51.42
Water quality scientist,IT,Decreasing,Moderate,121854.15,Associate Degree,6,7650,7932,73.44,84.71,Canada,59.91
Personal assistant,Manufacturing,Decreasing,Moderate,99479.18,PhD,15,3804,3926,4.57,25.81,USA,43.61
"Engineer, chemical",Transportation,Increasing,Moderate,128628.91,PhD,19,6251,4275,6.9,33.31,Australia,60.72
"Civil engineer, contracting",Retail,Decreasing,Moderate,85101.98,Bachelor’s Degree,14,7419,7386,26.9,67.19,China,57.39
Ship broker,Entertainment,Decreasing,Moderate,36533.57,Associate Degree,4,8185,8494,17.73,32.31,Germany,20.86
Private music teacher,Education,Increasing,Moderate,93217.58,Associate Degree,20,7710,234,68.97,31.38,UK,65.62
Marine scientist,Entertainment,Increasing,Moderate,117444.53,PhD,13,1812,2789,82.53,72.77,China,70.64
"Surveyor, insurance",Healthcare,Increasing,Moderate,86546.89,High School,5,6492,916,13.99,55.68,China,72.73
Aid worker,Healthcare,Decreasing,High,67578.97,Associate Degree,20,2956,5528,96.26,34.51,India,71.18
Data processing manager,Manufacturing,Decreasing,Low,62797.21,High School,15,6046,5230,63.55,73.49,India,78.53
Diagnostic radiographer,Entertainment,Increasing,Moderate,62890.47,Bachelor’s Degree,1,4026,9514,46.31,57.69,USA,71.12
Writer,Transportation,Increasing,Low,111621.7,Bachelor’s Degree,12,2636,8447,67.69,48.0,Germany,49.54
"Psychologist, educational",Finance,Decreasing,Moderate,30240.26,Bachelor’s Degree,0,415,2351,71.94,88.42,China,21.41
Passenger transport manager,Manufacturing,Decreasing,High,51304.72,Master’s Degree,1,6930,2834,46.03,25.08,Australia,27.35
"Conservator, furniture",Healthcare,Decreasing,High,43226.76,Associate Degree,20,4406,3525,38.44,44.2,UK,55.63
Sports coach,Transportation,Increasing,Moderate,64127.92,Bachelor’s Degree,6,5521,2247,10.02,22.43,Australia,50.63
Health and safety adviser,Manufacturing,Increasing,Low,62100.66,Associate Degree,9,2409,9189,74.35,27.5,USA,54.1
Operations geologist,Education,Decreasing,Moderate,114065.92,Associate Degree,14,1464,9946,54.59,19.62,UK,57.54
Outdoor activities/education manager,IT,Increasing,Moderate,75172.56,PhD,18,9932,8413,81.36,91.45,Canada,28.38
Neurosurgeon,Retail,Increasing,Moderate,89725.32,High School,15,1921,5950,91.39,66.72,UK,29.59
Broadcast journalist,Transportation,Decreasing,Low,122438.34,High School,2,3779,7312,23.97,21.99,USA,38.91
Clinical embryologist,Retail,Decreasing,Low,88843.31,Master’s Degree,7,9243,3066,38.75,92.17,Canada,29.49
Ecologist,Retail,Increasing,Low,140547.87,PhD,6,9554,9567,25.55,50.61,USA,62.84
Theatre manager,Manufacturing,Increasing,High,69176.11,Bachelor’s Degree,14,5881,2017,49.63,10.75,Brazil,77.47
"Production assistant, television",Manufacturing,Decreasing,Moderate,141148.87,Master’s Degree,0,8678,3367,31.51,86.1,Australia,28.84
Scientific laboratory technician,Retail,Decreasing,Moderate,117656.65,PhD,15,1694,7318,91.84,9.36,India,24.14
Geochemist,Education,Increasing,High,43980.79,Bachelor’s Degree,9,8884,2814,16.25,41.65,UK,34.89
Heritage manager,Manufacturing,Decreasing,High,58787.11,Bachelor’s Degree,14,6927,2108,5.18,31.15,UK,39.41
Advertising copywriter,Retail,Decreasing,Moderate,80709.27,Bachelor’s Degree,0,2411,7697,45.23,87.84,Canada,38.96
Land/geomatics surveyor,Entertainment,Decreasing,High,54075.28,High School,0,8097,9488,74.21,17.77,India,78.4
Fish farm manager,Entertainment,Increasing,High,58366.72,High School,2,5075,1300,43.86,4.22,USA,41.07
Diagnostic radiographer,Entertainment,Decreasing,Low,57011.46,High School,20,8311,2787,57.22,7.28,UK,28.25
"Producer, radio",Education,Increasing,Low,133772.62,High School,10,5484,6212,56.68,12.91,UK,74.43
Medical technical officer,Entertainment,Increasing,Moderate,121210.58,High School,12,1307,9046,12.44,39.89,Brazil,73.97
Public relations officer,Finance,Increasing,Low,66884.37,PhD,15,6965,2600,64.12,41.16,Australia,75.43
Learning disability nurse,Healthcare,Increasing,High,97488.57,Master’s Degree,4,9450,9327,90.06,45.75,Canada,44.91
Hydrogeologist,Entertainment,Decreasing,High,137961.57,High School,20,777,6435,22.68,46.66,Australia,49.61
Environmental consultant,Manufacturing,Increasing,High,62966.51,Bachelor’s Degree,17,8473,1062,26.48,24.88,India,29.79
Chief Executive Officer,Finance,Increasing,High,142275.49,Bachelor’s Degree,0,5594,1622,23.99,34.64,UK,61.12
"Teacher, early years/pre",Finance,Increasing,Low,114830.38,Master’s Degree,12,2420,7485,10.07,89.35,India,73.74
Multimedia programmer,Education,Increasing,Low,44159.55,Bachelor’s Degree,16,7580,7779,42.34,52.7,China,78.89
Museum/gallery conservator,Retail,Decreasing,High,96932.9,Bachelor’s Degree,12,9956,6619,40.9,17.3,Canada,45.88
Astronomer,Retail,Increasing,Low,36666.08,Associate Degree,16,283,3896,87.94,19.78,Germany,77.89
Pharmacologist,Entertainment,Decreasing,High,112645.08,Master’s Degree,0,1846,3055,61.95,50.95,Canada,78.49
Oceanographer,Healthcare,Decreasing,Low,60987.8,PhD,13,7978,6165,1.08,94.01,Brazil,37.64
Haematologist,Finance,Increasing,High,110857.62,PhD,19,4201,1138,61.12,11.72,Canada,59.4
Radio producer,Retail,Increasing,High,79534.94,Associate Degree,20,515,3561,50.54,63.65,Australia,68.52
Warden/ranger,Healthcare,Decreasing,High,103005.28,Associate Degree,14,3079,413,42.41,3.44,Germany,57.29
Operational researcher,Entertainment,Increasing,Low,38312.34,Associate Degree,11,999,1782,63.88,27.37,China,39.16
Writer,Education,Decreasing,Low,98752.26,Bachelor’s Degree,14,2517,8593,22.65,92.46,India,50.01
"Nurse, mental health",Retail,Increasing,Moderate,72331.84,PhD,10,6881,1414,56.36,26.75,UK,51.55
Television/film/video producer,Education,Decreasing,High,140728.09,Bachelor’s Degree,3,9367,459,4.75,3.5,UK,46.7
"Engineer, control and instrumentation",Healthcare,Increasing,Low,125590.25,High School,12,8227,3247,82.43,79.57,China,36.47
"Engineer, automotive",Healthcare,Decreasing,Low,119086.06,High School,17,5272,8562,24.66,72.69,Canada,31.1
Science writer,Manufacturing,Increasing,High,80562.5,Associate Degree,10,6514,1922,69.21,81.45,Brazil,42.33
Fisheries officer,Education,Increasing,Low,103323.6,Master’s Degree,5,865,725,24.69,68.3,India,36.35
"Conservator, museum/gallery",Manufacturing,Increasing,Moderate,146109.81,PhD,18,2360,7093,72.89,32.45,India,45.66
Event organiser,Education,Decreasing,Moderate,39923.76,Bachelor’s Degree,11,7960,3472,35.67,66.85,India,75.62
Broadcast presenter,Entertainment,Increasing,Low,75862.36,Bachelor’s Degree,6,8519,1448,69.0,25.17,Australia,58.4
Health physicist,Transportation,Increasing,Low,48651.18,High School,1,734,6011,25.41,35.35,China,47.92
Lobbyist,Manufacturing,Decreasing,Low,54695.98,PhD,1,1458,4201,34.5,68.18,China,55.21
Office manager,Transportation,Increasing,Low,101213.6,Associate Degree,15,5284,6373,85.51,88.66,Australia,24.69
Ship broker,Manufacturing,Increasing,Moderate,116173.23,Associate Degree,16,105,8470,67.13,9.97,Brazil,28.83
"Designer, graphic",Healthcare,Decreasing,High,85908.38,Associate Degree,13,9047,886,23.28,64.19,Brazil,73.27
Medical sales representative,Finance,Decreasing,Low,114789.31,Master’s Degree,5,545,5043,50.26,99.63,Canada,68.49
"Doctor, hospital",IT,Increasing,Low,78676.85,Associate Degree,8,2726,4213,86.74,55.16,China,23.85
Museum/gallery exhibitions officer,Education,Decreasing,Moderate,75960.05,High School,6,7113,9821,8.3,76.75,Brazil,46.86
Chief Marketing Officer,Finance,Decreasing,Low,142705.07,Bachelor’s Degree,3,9228,750,67.25,22.29,China,39.95
"Teacher, early years/pre",Manufacturing,Decreasing,Moderate,67706.6,Associate Degree,5,9304,3860,9.53,80.01,Australia,23.88
Theme park manager,Retail,Increasing,Moderate,97760.48,High School,15,9667,7291,68.47,21.52,India,59.53
Astronomer,Retail,Decreasing,Low,74107.91,Associate Degree,15,545,1895,84.02,92.32,Canada,41.04
"Surveyor, quantity",Manufacturing,Decreasing,Moderate,61074.28,High School,11,4366,6749,18.49,76.86,Brazil,40.88
"Designer, jewellery",Retail,Decreasing,High,39957.83,Bachelor’s Degree,17,959,4479,18.51,86.89,China,59.49
Hydrogeologist,Entertainment,Decreasing,Low,83925.71,Bachelor’s Degree,12,2387,9623,52.64,80.52,China,43.99
Biomedical scientist,Retail,Increasing,High,130266.49,Master’s Degree,6,6473,8589,93.04,43.94,Brazil,45.18
"Therapist, music",Healthcare,Decreasing,Moderate,66406.24,PhD,20,6385,4882,42.64,60.88,UK,52.9
Legal executive,Transportation,Decreasing,Moderate,128533.44,Associate Degree,17,5082,3753,50.25,47.93,USA,30.32
Contracting civil engineer,Transportation,Decreasing,Moderate,147052.3,Bachelor’s Degree,19,9904,5432,81.5,56.25,Brazil,62.01
Personnel officer,Retail,Decreasing,Low,110113.42,PhD,2,3356,9822,90.83,88.61,USA,78.8
"Programmer, multimedia",IT,Decreasing,High,30964.92,Master’s Degree,8,9367,1603,73.2,71.1,Brazil,48.54
Research scientist (medical),Healthcare,Increasing,Low,56639.66,Bachelor’s Degree,15,943,2362,85.62,28.59,Canada,76.23
Barrister's clerk,Retail,Decreasing,Low,58258.99,PhD,2,6820,7918,27.01,88.13,USA,28.61
Data scientist,Education,Decreasing,Moderate,48080.43,PhD,17,3528,2304,85.19,7.92,Brazil,60.01
Metallurgist,Healthcare,Decreasing,Moderate,49073.98,Master’s Degree,7,4862,233,68.51,84.23,USA,22.86
Theatre stage manager,Finance,Increasing,High,130005.34,Associate Degree,6,1094,4245,76.81,11.15,Germany,35.59
"Investment banker, operational",Finance,Increasing,Low,110374.58,Master’s Degree,0,6136,3404,49.86,40.8,India,49.67
"Surveyor, mining",Retail,Decreasing,High,78329.42,Associate Degree,5,3759,5518,91.19,29.77,Brazil,39.37
Artist,Transportation,Decreasing,High,31940.61,Bachelor’s Degree,6,8818,354,68.39,22.17,Australia,20.39
Public affairs consultant,Retail,Decreasing,Moderate,106499.78,Bachelor’s Degree,16,1282,7334,53.92,37.42,UK,62.74
Forensic psychologist,IT,Decreasing,Moderate,107887.83,Bachelor’s Degree,11,894,3230,47.79,40.47,Brazil,43.7
Environmental manager,Transportation,Decreasing,Moderate,70159.55,PhD,12,3938,9278,47.42,85.02,Australia,59.77
"Civil engineer, contracting",Entertainment,Decreasing,Low,63243.69,Master’s Degree,6,7358,6874,19.0,12.57,Australia,23.91
Chiropodist,Entertainment,Decreasing,High,117408.93,Associate Degree,19,7912,2256,21.03,87.09,China,36.37
Oceanographer,Finance,Decreasing,High,127339.39,Master’s Degree,10,6850,7238,57.85,41.79,UK,28.16
Hospital doctor,Entertainment,Decreasing,High,137775.5,Associate Degree,15,999,885,19.81,99.39,China,66.49
Arts administrator,Transportation,Decreasing,Low,45583.82,Bachelor’s Degree,8,3647,3567,51.54,38.0,China,30.91
"Psychologist, educational",Retail,Increasing,High,146116.32,High School,11,847,8483,59.76,61.71,Canada,27.13
Nutritional therapist,Manufacturing,Decreasing,Low,125868.02,PhD,14,9868,5645,34.92,54.23,Germany,68.02
Patent attorney,Entertainment,Increasing,High,96494.8,PhD,6,3312,7442,51.48,79.31,China,20.69
Interior and spatial designer,Healthcare,Decreasing,Moderate,100885.15,PhD,0,9330,7514,37.87,62.71,Canada,60.9
Contracting civil engineer,Retail,Increasing,High,36323.83,High School,4,3849,737,9.17,29.05,Germany,36.97
"Civil engineer, consulting",IT,Decreasing,High,139824.93,Master’s Degree,12,5815,6088,56.93,76.87,India,24.2
Restaurant manager,Education,Increasing,High,106080.25,High School,2,2186,1956,6.55,62.73,Brazil,37.16
Estate agent,Manufacturing,Increasing,Moderate,45963.36,Associate Degree,11,7110,8195,41.83,40.31,China,49.33
"Therapist, sports",Manufacturing,Increasing,Moderate,120314.7,Bachelor’s Degree,8,8014,8983,54.27,22.2,Germany,71.66
Early years teacher,Healthcare,Decreasing,Low,34851.22,High School,11,8467,5404,61.04,20.53,UK,39.29
Multimedia specialist,Healthcare,Increasing,High,117912.25,Master’s Degree,0,3311,1553,46.08,93.9,China,49.94
"Psychologist, educational",IT,Increasing,High,78450.4,Master’s Degree,8,4090,8778,70.68,26.87,UK,68.98
Careers adviser,Education,Increasing,Moderate,132991.74,High School,14,5502,6430,10.61,26.94,Brazil,42.2
"Doctor, general practice",Healthcare,Increasing,High,30500.7,Associate Degree,14,3796,7538,46.15,4.88,UK,69.65
IT technical support officer,Education,Decreasing,High,120273.64,PhD,6,5147,7430,85.43,81.27,China,38.85
Research scientist (life sciences),Healthcare,Decreasing,High,102159.36,High School,20,9427,6291,80.42,97.37,Brazil,27.36
General practice doctor,Healthcare,Decreasing,Low,134453.34,Master’s Degree,18,6712,3377,16.13,17.89,UK,70.85
"Programmer, systems",Education,Increasing,Low,74257.39,High School,17,8397,595,90.4,73.47,Canada,47.24
"Scientist, audiological",Healthcare,Increasing,High,136268.48,Bachelor’s Degree,7,2277,7729,44.17,26.76,Brazil,51.32
Environmental consultant,Healthcare,Increasing,Moderate,47302.15,High School,2,7422,5216,97.67,8.28,Australia,58.61
Educational psychologist,Finance,Decreasing,Low,44075.41,High School,18,6110,6614,82.21,30.27,China,43.58
"Engineer, communications",Entertainment,Increasing,Low,126089.54,Associate Degree,17,2252,4893,75.6,35.47,USA,71.31
Materials engineer,Finance,Increasing,Moderate,149993.41,Bachelor’s Degree,17,6936,3870,11.8,79.99,USA,23.4
Insurance underwriter,Healthcare,Increasing,High,61001.25,High School,17,2566,6159,41.99,59.2,China,52.85
Museum/gallery conservator,IT,Increasing,Low,100059.0,Master’s Degree,4,8089,3419,24.63,6.3,UK,27.79
Research scientist (physical sciences),Education,Increasing,High,33163.59,Master’s Degree,13,1683,3562,17.38,94.68,China,30.85
Landscape architect,IT,Increasing,Moderate,85038.58,Associate Degree,0,335,3545,9.33,83.22,Brazil,36.07
"Solicitor, Scotland",Manufacturing,Increasing,Low,87437.2,Associate Degree,19,7476,6148,91.2,32.95,UK,63.21
Geochemist,Retail,Increasing,High,32382.66,Associate Degree,4,6345,1459,68.22,15.23,Germany,36.41
Contracting civil engineer,Manufacturing,Increasing,High,89451.51,Bachelor’s Degree,19,3431,7315,35.23,54.08,Germany,23.79
Medical sales representative,Retail,Increasing,Moderate,60889.42,Master’s Degree,10,9644,8570,33.65,86.39,China,49.65
Warehouse manager,Manufacturing,Decreasing,Low,134118.88,Bachelor’s Degree,6,7831,6304,3.93,21.85,Canada,66.3
Futures trader,Finance,Increasing,Moderate,131847.59,Master’s Degree,8,5375,6839,36.67,17.05,Germany,56.11
Public librarian,Transportation,Increasing,Moderate,86022.92,Bachelor’s Degree,14,8778,6197,95.91,49.38,Brazil,41.72
"Designer, television/film set",IT,Increasing,High,127875.65,PhD,15,4900,312,32.01,80.48,UK,39.24
Podiatrist,IT,Increasing,High,41838.78,PhD,18,5347,4545,31.24,38.76,UK,40.06
Engineering geologist,Transportation,Increasing,Moderate,37859.04,High School,11,559,157,61.93,23.02,China,33.63
"Programmer, applications",Transportation,Increasing,Moderate,62128.06,Master’s Degree,2,285,2255,3.55,76.4,Australia,52.21
"Designer, blown glass/stained glass",Entertainment,Decreasing,Low,37734.52,Associate Degree,2,9682,2479,88.22,34.94,Canada,67.1
"Designer, television/film set",Finance,Decreasing,Low,55532.6,PhD,0,7689,4728,16.58,1.87,India,20.7
Retail buyer,Entertainment,Increasing,Low,102444.05,High School,7,7161,6907,4.13,45.2,UK,79.92
Insurance underwriter,Education,Decreasing,Moderate,123360.73,Associate Degree,12,5938,4474,95.98,55.66,Brazil,60.15
"Producer, radio",IT,Decreasing,Moderate,57890.25,Bachelor’s Degree,19,8161,8053,39.37,13.74,Australia,43.7
Financial manager,Retail,Decreasing,Low,139295.9,PhD,9,165,1946,0.23,52.77,China,46.18
"Buyer, industrial",Transportation,Increasing,Moderate,35476.63,High School,10,3019,2299,9.25,67.78,Brazil,40.53
Public relations officer,Finance,Increasing,Moderate,146659.05,Associate Degree,10,9357,3078,58.16,9.67,UK,58.98
"Conservation officer, nature",Entertainment,Decreasing,Low,80720.66,Bachelor’s Degree,0,8857,2568,75.07,15.15,Germany,39.58
Museum/gallery conservator,Manufacturing,Increasing,High,62707.56,Master’s Degree,15,1982,6597,11.13,98.98,China,74.94
Technical author,Finance,Increasing,Moderate,63999.25,PhD,4,8713,7434,45.75,38.38,Australia,29.66
Marketing executive,Retail,Increasing,Moderate,113186.44,Master’s Degree,1,2224,1317,62.71,21.64,USA,45.21
Educational psychologist,Finance,Decreasing,High,140895.97,Associate Degree,19,9487,6232,36.62,85.97,Australia,54.78
Special effects artist,Education,Decreasing,Low,144630.44,High School,10,5604,4946,72.45,0.15,USA,20.83
Radio broadcast assistant,Manufacturing,Decreasing,Low,141086.02,Bachelor’s Degree,5,4597,9640,20.81,71.74,UK,27.06
"Administrator, Civil Service",Healthcare,Increasing,Low,93314.26,Associate Degree,11,3663,3829,22.85,85.85,USA,26.46
Recycling officer,Finance,Decreasing,Moderate,37267.97,Master’s Degree,11,5640,2794,39.87,91.89,Germany,27.56
Metallurgist,Retail,Decreasing,Low,54614.53,Associate Degree,5,9581,4445,25.96,50.89,Australia,26.96
"Research officer, political party",Retail,Increasing,Low,75647.31,High School,3,602,7317,97.12,95.78,USA,55.52
"Psychologist, educational",Manufacturing,Decreasing,Low,40653.95,Master’s Degree,1,8612,8734,61.73,79.46,Brazil,37.75
Patent examiner,Education,Decreasing,Low,71025.57,Associate Degree,17,6554,8498,61.76,74.27,India,70.64
Electrical engineer,Manufacturing,Increasing,Low,92888.59,PhD,15,9189,416,95.01,11.78,UK,32.56
Office manager,Entertainment,Increasing,High,110378.59,PhD,19,3806,4826,48.27,84.29,Germany,30.15
"Engineer, materials",Education,Decreasing,Low,40832.12,PhD,13,8133,1801,17.05,47.96,India,46.41
Commissioning editor,Education,Decreasing,Moderate,87566.57,Associate Degree,6,9859,5580,75.69,39.0,India,21.67
Manufacturing engineer,Healthcare,Increasing,Moderate,36418.68,Master’s Degree,8,3632,6490,97.94,29.2,China,69.32
IT sales professional,Manufacturing,Increasing,Moderate,83463.77,PhD,9,8551,813,36.56,14.69,Germany,74.06
Warden/ranger,Retail,Decreasing,Moderate,77191.32,High School,12,3763,883,22.07,86.45,India,61.28
Applications developer,Healthcare,Increasing,Low,46620.96,Master’s Degree,17,4488,7475,34.86,20.0,Australia,55.85
Higher education lecturer,Healthcare,Decreasing,High,49505.65,High School,12,131,7788,38.56,93.98,USA,55.43
Data scientist,Healthcare,Increasing,High,109222.86,Master’s Degree,0,7390,1093,7.96,65.81,India,21.33
Printmaker,IT,Increasing,Low,76683.02,Master’s Degree,7,9089,9878,73.33,35.05,India,76.62
Logistics and distribution manager,Manufacturing,Decreasing,High,138621.57,Master’s Degree,13,3468,493,63.77,30.15,Germany,43.41
Broadcast engineer,Manufacturing,Decreasing,Low,133770.35,Master’s Degree,0,1581,1821,96.13,98.88,China,79.3
Seismic interpreter,Healthcare,Decreasing,Low,134433.91,Bachelor’s Degree,13,4272,8448,97.26,33.05,India,64.07
Communications engineer,Transportation,Increasing,High,120882.5,Associate Degree,4,6940,7146,6.23,5.95,India,66.96
"Designer, ceramics/pottery",Manufacturing,Increasing,High,71521.36,High School,16,1346,2843,43.53,3.14,Germany,47.74
Quality manager,IT,Decreasing,Low,118991.26,Master’s Degree,15,1397,5818,22.39,16.89,UK,37.22
Bonds trader,Retail,Decreasing,High,72414.68,High School,0,5635,8021,8.74,53.87,Germany,44.65
"Biochemist, clinical",Healthcare,Increasing,Moderate,40497.5,Bachelor’s Degree,9,4203,7989,61.93,45.95,Canada,26.91
Music tutor,Entertainment,Increasing,High,93607.75,High School,18,7395,1492,61.57,23.86,Brazil,26.81
Land,Finance,Decreasing,Low,140497.78,High School,3,8305,2500,71.27,40.78,UK,69.08
Warden/ranger,Education,Decreasing,Moderate,120207.41,Associate Degree,10,5515,2024,46.41,61.86,Germany,49.73
Associate Professor,Manufacturing,Increasing,Low,67100.89,PhD,12,2433,8186,52.25,85.25,Canada,51.75
Race relations officer,Education,Decreasing,Moderate,90678.51,Bachelor’s Degree,16,4441,4155,34.25,56.83,Canada,22.08
Contractor,Transportation,Increasing,Low,38888.06,High School,12,7747,6265,62.07,90.0,Australia,63.13
Microbiologist,Transportation,Decreasing,Moderate,149583.4,Master’s Degree,18,9359,2555,86.6,97.53,Brazil,26.07
Travel agency manager,Finance,Increasing,Low,147105.63,High School,16,2529,5616,83.52,60.21,UK,64.3
Homeopath,Entertainment,Increasing,Low,34925.17,Bachelor’s Degree,16,6118,5315,91.24,56.0,USA,73.76
Theatre director,Retail,Increasing,Low,110485.45,High School,14,7875,1046,56.52,75.12,Australia,79.09
Lobbyist,Manufacturing,Increasing,High,107105.66,Master’s Degree,17,5904,6988,96.22,22.17,Canada,63.98
Make,Finance,Increasing,High,58229.71,Master’s Degree,15,4608,4348,91.74,66.77,UK,58.25
"Engineer, civil (contracting)",IT,Increasing,Low,99476.72,High School,13,3078,8140,68.64,74.54,Brazil,53.01
Theme park manager,Finance,Decreasing,High,100404.27,Master’s Degree,8,4504,1638,93.69,10.29,China,78.45
Actor,Entertainment,Increasing,Moderate,108241.61,Master’s Degree,16,2714,6145,11.3,45.64,India,45.44
Equality and diversity officer,Finance,Decreasing,Low,59207.3,Associate Degree,6,2081,5171,99.32,4.32,China,75.77
"Psychologist, clinical",Entertainment,Increasing,Moderate,147491.1,Associate Degree,0,5700,9410,13.98,55.24,Australia,32.5
Production manager,Healthcare,Decreasing,Moderate,35891.37,Bachelor’s Degree,19,646,8007,84.46,32.65,Australia,23.47
Armed forces operational officer,Transportation,Decreasing,Low,66059.13,Associate Degree,14,9011,7256,80.78,49.76,Australia,31.87
Photographer,Manufacturing,Increasing,High,132637.88,Associate Degree,18,8184,9900,93.57,75.19,Canada,49.75
Arts development officer,IT,Increasing,Moderate,100694.18,Associate Degree,15,8160,2499,90.47,36.84,Australia,23.55
Music therapist,IT,Decreasing,Low,63292.52,High School,12,9446,6563,58.83,66.68,India,46.43
Educational psychologist,Education,Decreasing,Moderate,118309.92,Associate Degree,10,6726,1759,19.94,45.73,Germany,24.96
"Engineer, energy",Education,Decreasing,Low,81603.94,Bachelor’s Degree,9,8968,1242,89.61,76.77,Germany,44.16
Comptroller,Retail,Decreasing,High,91628.13,Bachelor’s Degree,15,1496,7364,86.54,67.48,India,21.76
Editorial assistant,Healthcare,Increasing,Low,34860.24,Bachelor’s Degree,11,5850,5655,76.1,64.97,Germany,62.0
Medical secretary,Retail,Decreasing,Low,81197.39,Master’s Degree,0,9684,265,8.86,6.74,China,47.12
"Programmer, applications",Transportation,Decreasing,Moderate,57896.82,Master’s Degree,7,855,9097,9.53,95.72,India,31.8
"Teacher, music",Education,Decreasing,High,136444.98,PhD,0,8992,5163,71.13,43.02,India,43.34
Industrial buyer,Finance,Increasing,Moderate,62882.08,Bachelor’s Degree,7,7903,850,90.0,11.78,China,61.81
Medical technical officer,Manufacturing,Decreasing,Low,131868.0,Master’s Degree,11,5017,9353,64.84,41.14,USA,79.03
Science writer,Retail,Decreasing,Low,105737.16,Master’s Degree,10,7061,8866,17.45,97.88,China,70.14
Broadcast presenter,Transportation,Increasing,Low,116703.58,PhD,10,6466,9775,22.13,67.26,Australia,29.71
"Pharmacist, hospital",IT,Decreasing,High,50534.99,Bachelor’s Degree,11,3824,9809,5.37,4.95,Germany,64.87
Immigration officer,IT,Increasing,Moderate,70238.24,PhD,8,1586,2676,42.49,23.98,UK,48.94
Office manager,Healthcare,Increasing,High,105891.08,Bachelor’s Degree,4,815,5972,2.88,97.66,Germany,75.51
"Psychologist, prison and probation services",Education,Increasing,High,31546.86,Associate Degree,16,5037,8895,90.87,1.63,USA,43.65
"Engineer, drilling",Entertainment,Decreasing,High,91786.77,Bachelor’s Degree,1,5640,5108,91.58,6.68,China,60.26
Fitness centre manager,Education,Increasing,Low,87649.38,PhD,12,2239,8274,42.8,16.23,Germany,29.96
Horticultural therapist,Healthcare,Increasing,Moderate,78724.07,High School,10,9951,9753,22.07,76.53,UK,30.04
"Scientist, research (maths)",Transportation,Increasing,Moderate,71874.79,Associate Degree,0,6654,7036,31.93,87.12,Canada,78.64
Architectural technologist,Healthcare,Increasing,Low,93393.01,PhD,13,6953,4707,47.13,21.17,Brazil,41.56
"Programme researcher, broadcasting/film/video",Entertainment,Decreasing,Low,82588.16,Bachelor’s Degree,12,3885,2456,22.12,67.23,China,61.26
Technical author,Education,Increasing,Low,102747.64,Master’s Degree,9,2887,3977,91.66,94.25,China,44.9
"Surveyor, land/geomatics",Finance,Increasing,Low,71111.04,Master’s Degree,12,8651,5021,89.97,14.84,India,61.25
"Designer, interior/spatial",Manufacturing,Increasing,High,76907.95,Associate Degree,7,2309,8115,45.41,97.25,Germany,25.9
Chartered accountant,IT,Increasing,Low,81998.94,Master’s Degree,17,1466,1744,70.74,66.78,Brazil,62.32
"Surveyor, planning and development",Transportation,Increasing,Moderate,48353.38,PhD,17,7960,5386,11.31,83.72,USA,59.83
"Sales professional, IT",Entertainment,Decreasing,Low,108692.92,Bachelor’s Degree,19,3585,6624,44.19,79.62,China,30.67
"Editor, commissioning",Healthcare,Decreasing,Low,144856.58,Bachelor’s Degree,20,2562,5665,11.55,2.96,USA,53.03
IT sales professional,Manufacturing,Decreasing,High,62967.85,High School,1,4030,7757,28.39,15.55,India,20.71
"Nurse, children's",Finance,Increasing,Moderate,69581.5,Bachelor’s Degree,10,4917,2936,54.55,16.79,UK,39.14
Petroleum engineer,IT,Increasing,Moderate,76334.06,PhD,9,2268,4468,14.75,26.12,UK,70.51
"Designer, jewellery",Education,Decreasing,Low,124755.55,High School,14,3694,7591,40.0,82.26,UK,24.54
Hydrologist,Education,Decreasing,Moderate,112235.34,PhD,17,3616,5096,34.41,72.72,Germany,60.48
Maintenance engineer,Entertainment,Decreasing,High,47201.8,Associate Degree,16,1087,8851,91.78,14.22,Brazil,20.14
"Engineer, agricultural",Healthcare,Increasing,Moderate,78410.6,High School,7,4446,974,33.62,78.52,Australia,75.0
Accounting technician,Transportation,Decreasing,Moderate,54841.16,High School,8,5116,1581,71.25,40.46,Australia,73.7
"Scientist, clinical (histocompatibility and immunogenetics)",IT,Increasing,High,61307.27,High School,15,8765,1836,56.25,17.07,USA,33.73
Charity fundraiser,Entertainment,Decreasing,Low,141810.77,High School,6,7126,450,71.88,23.2,China,21.3
Careers adviser,Manufacturing,Decreasing,Moderate,142927.87,High School,14,9386,7517,95.67,21.97,China,38.78
Location manager,Education,Increasing,Low,116355.67,PhD,0,1471,9590,42.02,84.88,Australia,76.52
Bonds trader,Healthcare,Increasing,Moderate,35896.3,PhD,17,1558,4859,86.5,36.68,China,35.11
Insurance claims handler,Retail,Decreasing,Moderate,43290.9,PhD,1,6060,8233,13.93,54.9,India,58.25
Actuary,Transportation,Decreasing,Moderate,93320.07,Bachelor’s Degree,8,7387,7320,93.13,97.25,USA,72.42
Environmental manager,Entertainment,Decreasing,High,52958.54,Bachelor’s Degree,4,3468,9933,49.98,65.87,China,42.4
"Doctor, general practice",IT,Decreasing,Moderate,31090.6,High School,3,4088,8064,43.82,46.42,Germany,67.0
Training and development officer,Entertainment,Increasing,High,47229.35,Bachelor’s Degree,11,7465,4085,34.16,51.13,USA,55.37
Ecologist,Manufacturing,Decreasing,Moderate,114748.12,Associate Degree,1,7819,6327,43.91,50.54,USA,66.62
Health and safety inspector,Transportation,Decreasing,High,114188.06,High School,16,2007,9438,34.87,53.21,India,46.98
Personnel officer,IT,Decreasing,Low,71639.68,High School,5,268,8807,91.01,25.39,Brazil,39.31
Geophysicist/field seismologist,Finance,Decreasing,Moderate,60190.71,Associate Degree,2,7892,8387,89.34,12.22,Brazil,59.92
"Nurse, mental health",Entertainment,Increasing,Low,95326.69,Associate Degree,4,9352,880,44.86,13.88,China,58.32
Hospital doctor,Entertainment,Decreasing,Moderate,99012.63,Bachelor’s Degree,20,568,929,18.68,81.47,Germany,51.93
Energy engineer,Retail,Increasing,Moderate,62690.19,Associate Degree,0,7552,8291,60.41,8.87,Canada,31.72
Chartered public finance accountant,IT,Increasing,Moderate,62093.6,High School,0,5101,2251,79.76,95.97,Germany,29.12
"Designer, jewellery",Healthcare,Increasing,Low,57797.23,Associate Degree,11,1742,2194,29.91,94.3,Germany,72.52
Biomedical scientist,Retail,Decreasing,Low,48654.72,High School,9,1820,9190,72.77,19.93,Brazil,54.76
Secretary/administrator,Finance,Decreasing,Moderate,54745.63,Master’s Degree,12,5881,9197,89.02,37.29,Germany,23.51
"Teacher, secondary school",Transportation,Decreasing,Moderate,107042.04,Master’s Degree,15,6825,1524,55.58,90.79,China,35.91
Health and safety inspector,Manufacturing,Increasing,Moderate,82763.01,Associate Degree,15,4332,7566,60.31,96.93,Australia,67.97
"Therapist, art",Transportation,Decreasing,Moderate,64476.42,Master’s Degree,16,1252,3888,94.01,71.25,UK,52.47
Metallurgist,Healthcare,Increasing,High,115463.34,Bachelor’s Degree,20,5908,1528,60.0,0.71,Brazil,32.67
"Psychologist, forensic",Finance,Increasing,High,128002.83,PhD,10,9713,2384,19.13,73.07,UK,20.14
"Editor, magazine features",IT,Increasing,Low,122448.92,Master’s Degree,14,5259,4958,22.39,0.29,Canada,42.75
Garment/textile technologist,Education,Decreasing,Moderate,60315.61,PhD,5,9483,7538,63.07,27.48,Brazil,45.97
Pensions consultant,Retail,Decreasing,Moderate,90052.15,Associate Degree,20,434,6914,90.93,36.95,Australia,47.05
Arboriculturist,Entertainment,Increasing,Low,58954.63,PhD,11,1176,7237,34.43,91.81,India,39.22
Banker,Transportation,Increasing,High,75771.35,High School,12,2144,869,30.56,19.65,India,64.47
"Teacher, English as a foreign language",Education,Increasing,Moderate,80970.38,Master’s Degree,0,8960,7329,45.3,11.98,India,49.17
"Therapist, art",Manufacturing,Increasing,Moderate,140310.77,PhD,13,5301,320,70.69,83.37,Canada,65.79
Sports administrator,Healthcare,Increasing,Low,38054.41,High School,13,6041,4672,49.95,81.37,USA,65.87
Optometrist,Entertainment,Decreasing,High,87603.58,Associate Degree,8,1886,7890,75.34,96.51,UK,57.57
Bonds trader,IT,Decreasing,Low,33138.83,High School,18,1508,5503,11.97,35.57,USA,76.76
Financial adviser,IT,Decreasing,High,132546.44,Bachelor’s Degree,14,4113,5768,19.02,10.04,Australia,33.43
Race relations officer,Finance,Increasing,Low,116216.35,High School,19,4783,7198,53.55,95.76,Brazil,67.18
Marketing executive,IT,Decreasing,Low,41565.33,Master’s Degree,9,7155,4548,64.26,52.39,Brazil,73.25
Curator,Retail,Increasing,Moderate,30334.82,High School,0,8256,2338,35.66,48.76,Australia,41.38
Education administrator,Education,Decreasing,Low,45929.49,Master’s Degree,8,4204,796,23.59,46.12,Germany,77.81
Technical sales engineer,Education,Increasing,Low,120766.08,PhD,20,7911,3844,59.06,96.33,China,54.08
Race relations officer,Healthcare,Decreasing,High,87771.85,Associate Degree,1,9567,933,19.17,63.82,USA,53.78
Mining engineer,Finance,Decreasing,High,38326.12,PhD,2,1739,2177,95.6,86.52,Canada,41.13
Fine artist,Healthcare,Decreasing,Low,32196.23,PhD,5,9433,4923,12.39,32.46,India,53.91
Estate agent,Transportation,Increasing,High,129609.87,PhD,7,1070,5342,27.21,41.95,USA,40.64
Food technologist,Education,Decreasing,Low,43573.54,High School,6,5005,6726,84.39,11.52,Canada,47.93
Estate agent,Healthcare,Increasing,High,81093.67,Bachelor’s Degree,7,520,7455,83.29,5.14,Germany,25.54
Further education lecturer,Retail,Increasing,Low,96266.13,High School,10,5780,6767,68.42,68.16,India,64.97
Orthoptist,Education,Increasing,Low,82787.77,PhD,10,7093,7285,63.66,98.41,Australia,76.04
Chief Technology Officer,Transportation,Increasing,Low,105125.14,High School,14,9239,1457,85.23,80.08,USA,30.66
Building services engineer,Education,Decreasing,Moderate,147539.57,Associate Degree,18,4848,1669,57.99,78.24,Brazil,23.01
"Surveyor, land/geomatics",Education,Increasing,Low,104371.39,Bachelor’s Degree,4,8057,7884,17.11,96.6,Germany,61.71
Probation officer,Transportation,Decreasing,Moderate,141918.48,Bachelor’s Degree,11,7339,4669,92.54,46.58,UK,57.19
Database administrator,Retail,Increasing,Low,136023.89,Bachelor’s Degree,9,4038,1673,75.95,78.04,UK,62.99
Contractor,Transportation,Increasing,Moderate,115937.58,High School,20,2064,5897,66.52,40.56,Germany,65.36
Personnel officer,IT,Decreasing,Low,106452.32,Bachelor’s Degree,12,644,3735,70.76,24.17,Australia,59.48
Financial adviser,Entertainment,Decreasing,Low,45975.42,Bachelor’s Degree,3,4693,1295,52.39,53.95,USA,52.01
Dealer,IT,Increasing,Low,68500.5,Associate Degree,13,7576,6603,98.07,62.04,UK,46.31
"Programmer, multimedia",Finance,Increasing,Moderate,104973.3,PhD,7,9715,3544,0.05,57.16,Germany,75.3
"Psychologist, counselling",Transportation,Decreasing,High,118934.2,PhD,17,1815,7315,37.65,78.03,USA,48.55
Make,Education,Decreasing,Low,33390.65,Master’s Degree,12,1007,4997,56.83,26.04,China,29.53
Homeopath,Entertainment,Increasing,Moderate,139547.7,Bachelor’s Degree,12,7643,4233,97.01,22.56,Canada,74.23
"Engineer, communications",Retail,Decreasing,Low,30956.73,Master’s Degree,20,7214,8229,46.63,44.82,Australia,56.55
Television floor manager,Finance,Decreasing,High,126916.24,Bachelor’s Degree,14,8666,7908,20.48,72.7,UK,29.59
Publishing copy,IT,Decreasing,High,132287.42,Bachelor’s Degree,0,2139,6755,67.69,48.79,UK,51.8
Acupuncturist,Manufacturing,Decreasing,Low,126895.38,Associate Degree,5,7131,3604,15.83,47.2,China,68.67
Psychiatric nurse,Finance,Increasing,Low,65487.42,High School,12,5747,3309,75.71,83.73,Australia,35.4
"Scientist, audiological",Finance,Increasing,High,92513.79,High School,6,5162,610,46.91,25.3,China,22.35
Diplomatic Services operational officer,Transportation,Increasing,Moderate,48344.94,High School,11,2700,4070,48.17,31.98,India,36.31
Agricultural engineer,Education,Decreasing,Low,85981.5,Master’s Degree,15,5430,1557,38.29,77.42,UK,37.41
"Engineer, production",Entertainment,Increasing,High,85123.4,High School,16,8102,215,54.93,57.49,India,63.07
"Engineer, building services",Entertainment,Increasing,High,66815.84,High School,9,6224,4399,64.29,16.8,Australia,50.19
Acupuncturist,Entertainment,Decreasing,Low,98502.01,PhD,11,6743,9183,99.76,41.55,Australia,23.79
"Therapist, nutritional",Transportation,Decreasing,Moderate,120759.15,Associate Degree,7,942,6437,38.07,15.1,China,49.23
Maintenance engineer,Healthcare,Decreasing,High,64698.7,Associate Degree,10,6038,8943,27.53,77.33,Australia,47.99
Merchant navy officer,Finance,Decreasing,Low,128162.69,Master’s Degree,17,9217,7286,61.69,13.88,Australia,58.33
"Geologist, engineering",Finance,Decreasing,Low,136650.27,PhD,16,2889,2614,22.09,28.41,Brazil,44.43
Phytotherapist,Education,Increasing,High,62945.96,Master’s Degree,4,4530,8064,47.01,4.81,USA,75.13
"Administrator, local government",Manufacturing,Increasing,High,128828.77,Associate Degree,20,4540,8725,22.98,27.94,Brazil,64.64
"Surveyor, commercial/residential",Healthcare,Decreasing,Low,40247.93,High School,5,3555,7745,30.05,67.2,India,60.77
Claims inspector/assessor,Entertainment,Increasing,Low,124672.45,High School,19,8747,9474,27.93,15.67,China,20.57
"Designer, television/film set",Transportation,Decreasing,High,132289.3,Associate Degree,10,3361,4097,52.71,28.84,Brazil,30.54
Architectural technologist,Transportation,Increasing,High,67025.39,Associate Degree,18,8171,2133,85.51,55.84,India,31.48
Public librarian,Transportation,Decreasing,Moderate,50972.58,Bachelor’s Degree,7,5551,7382,62.49,65.71,Brazil,32.77
"Teacher, adult education",Education,Increasing,High,66636.24,Bachelor’s Degree,14,5578,8129,93.86,95.71,Germany,27.67
Systems developer,Retail,Decreasing,Low,35454.27,PhD,15,4052,5271,5.05,42.51,Germany,69.78
Fine artist,Entertainment,Increasing,High,91726.39,PhD,16,3406,4516,4.75,25.54,Germany,63.78
Financial adviser,Education,Decreasing,High,146910.69,Master’s Degree,11,5397,5799,36.81,63.13,Australia,79.2
Community arts worker,Manufacturing,Increasing,High,109611.15,Bachelor’s Degree,9,3227,3280,96.34,37.51,Australia,75.36
Manufacturing engineer,Entertainment,Increasing,High,124071.87,High School,11,1615,7377,20.25,93.43,Brazil,66.51
Advertising account executive,IT,Increasing,High,84705.37,Associate Degree,9,2168,251,9.22,79.57,China,49.15
"Engineer, petroleum",Healthcare,Increasing,Moderate,90125.6,Master’s Degree,19,5389,4698,86.26,65.77,India,73.8
Naval architect,Manufacturing,Increasing,High,89343.89,Bachelor’s Degree,0,4286,8574,31.04,74.53,Australia,65.51
Dance movement psychotherapist,Entertainment,Decreasing,High,79418.49,Master’s Degree,2,5604,3090,76.13,25.68,Brazil,38.49
Management consultant,IT,Decreasing,High,142463.16,Bachelor’s Degree,2,9761,6533,81.92,53.04,Germany,30.52
Ambulance person,Retail,Increasing,Low,103835.71,Master’s Degree,15,1906,4018,77.68,0.22,USA,30.99
Clothing/textile technologist,Healthcare,Decreasing,Moderate,138745.18,High School,3,3132,8347,87.02,32.92,Australia,53.89
Race relations officer,Education,Increasing,Moderate,114614.37,PhD,13,8157,7814,72.71,57.21,India,50.44
Seismic interpreter,Finance,Decreasing,High,114977.06,Associate Degree,4,8041,689,13.48,10.75,China,52.23
Occupational therapist,Healthcare,Decreasing,Moderate,52683.23,Master’s Degree,11,1995,5113,47.7,51.11,India,58.84
Cartographer,Healthcare,Increasing,Moderate,74351.27,Bachelor’s Degree,18,7999,1341,99.66,32.29,Germany,72.33
"Embryologist, clinical",Transportation,Decreasing,Low,50390.47,High School,0,6460,9841,16.56,92.86,Brazil,75.07
"Research officer, trade union",Finance,Decreasing,High,103825.15,Bachelor’s Degree,18,6809,4588,15.73,21.27,Canada,42.07
Tax adviser,Healthcare,Decreasing,Moderate,146821.43,Associate Degree,8,5300,5787,55.39,13.33,India,53.83
Forensic scientist,Manufacturing,Increasing,High,127009.4,Associate Degree,15,3162,9235,72.31,97.04,Brazil,73.67
"Administrator, local government",IT,Decreasing,Moderate,34524.38,Master’s Degree,6,5754,2728,6.41,94.04,China,23.96
"Merchandiser, retail",Retail,Decreasing,High,113198.51,Bachelor’s Degree,0,759,1427,64.87,12.97,India,78.24
Hydrogeologist,Healthcare,Decreasing,Moderate,72545.04,Master’s Degree,11,3299,2461,57.8,38.79,Canada,74.41
"Conservator, museum/gallery",Retail,Decreasing,Moderate,87851.91,High School,13,8925,2412,94.09,74.31,China,70.02
"Engineer, civil (consulting)",Healthcare,Increasing,High,145934.69,Associate Degree,14,4064,8541,1.35,53.7,UK,63.5
Lawyer,Healthcare,Decreasing,Moderate,128628.58,Master’s Degree,14,3608,9625,86.72,65.71,Australia,62.97
Tourism officer,Healthcare,Increasing,High,41768.6,High School,1,6029,9603,57.15,12.74,UK,25.66
Technical author,Healthcare,Increasing,High,111350.07,Associate Degree,17,3586,108,97.35,64.09,UK,30.33
Editorial assistant,Manufacturing,Increasing,Moderate,98988.11,High School,18,1611,5312,75.58,60.29,Brazil,56.85
"Journalist, broadcasting",Education,Increasing,Moderate,53727.7,High School,12,4355,3441,61.5,78.18,Germany,25.01
Psychiatrist,Retail,Increasing,Moderate,123247.24,High School,4,4492,3445,90.48,16.79,Australia,39.05
Agricultural consultant,Manufacturing,Decreasing,Low,69613.64,Bachelor’s Degree,6,2437,1558,83.84,19.28,Australia,26.01
Clothing/textile technologist,Retail,Increasing,High,56498.32,Bachelor’s Degree,19,6580,309,44.03,54.98,China,56.18
Ceramics designer,Transportation,Increasing,Moderate,99448.29,PhD,6,9427,8002,70.32,82.97,Brazil,56.6
"Merchandiser, retail",Manufacturing,Decreasing,Low,47968.62,Master’s Degree,8,8516,9914,92.47,52.18,China,55.23
Purchasing manager,Entertainment,Decreasing,Low,102279.66,Master’s Degree,16,4969,6644,14.76,97.39,Germany,57.86
"Lighting technician, broadcasting/film/video",Retail,Decreasing,Moderate,68306.18,PhD,12,2177,1134,9.09,14.63,Canada,42.18
Human resources officer,Manufacturing,Increasing,High,116621.17,Associate Degree,7,7798,6668,96.83,58.73,Brazil,49.38
Claims inspector/assessor,Finance,Decreasing,Low,54906.78,Associate Degree,5,2418,6215,63.72,10.13,Brazil,31.24
Information officer,IT,Decreasing,High,125221.29,Master’s Degree,3,9613,5171,16.8,33.19,China,22.84
Trading standards officer,Manufacturing,Increasing,Moderate,77268.19,Bachelor’s Degree,8,116,826,63.65,54.33,Australia,58.27
Accounting technician,Retail,Decreasing,Low,141321.75,Master’s Degree,5,7499,948,41.94,39.42,India,32.66
Recycling officer,Transportation,Decreasing,High,90144.15,Master’s Degree,1,5952,6172,73.07,43.35,Germany,75.21
Interpreter,Retail,Decreasing,High,145948.71,Master’s Degree,13,4364,5523,42.09,98.22,Canada,34.58
"Horticulturist, commercial",Manufacturing,Decreasing,High,61545.61,PhD,18,2155,2356,86.24,14.01,UK,59.49
"Geneticist, molecular",Transportation,Decreasing,High,115859.97,Associate Degree,17,8550,1209,65.03,91.87,Australia,69.27
Biomedical scientist,Finance,Decreasing,Low,143791.2,Master’s Degree,15,4476,8283,34.17,56.81,India,49.05
Osteopath,IT,Increasing,Moderate,50618.49,Associate Degree,13,9836,472,74.85,38.09,India,34.17
Materials engineer,Healthcare,Increasing,Low,91330.76,PhD,19,2030,6885,92.41,92.67,UK,29.64
Artist,Healthcare,Decreasing,Low,35644.59,Master’s Degree,20,4642,6929,46.4,33.13,India,46.18
Barrister's clerk,Finance,Decreasing,Low,49889.99,Bachelor’s Degree,17,6934,8991,94.37,60.97,USA,70.39
Product manager,Entertainment,Increasing,Moderate,78674.61,PhD,5,4433,9488,92.14,11.41,UK,43.52
Fashion designer,Transportation,Decreasing,Moderate,115890.33,High School,8,9505,9799,85.35,77.26,USA,44.79
Insurance broker,Manufacturing,Decreasing,Moderate,121566.33,High School,6,5329,1638,43.89,23.17,USA,55.78
Biomedical scientist,Transportation,Increasing,Low,107910.85,Bachelor’s Degree,8,6814,844,97.92,66.65,India,71.86
Broadcast journalist,Entertainment,Increasing,Low,32471.12,High School,16,3209,5401,49.76,87.75,Canada,31.73
Make,Retail,Decreasing,Moderate,100288.32,Bachelor’s Degree,14,3343,6373,16.9,72.85,Australia,47.96
Politician's assistant,Finance,Increasing,High,48848.55,Bachelor’s Degree,12,9034,9499,39.22,4.35,UK,33.24
Animal nutritionist,Healthcare,Increasing,Moderate,72943.6,Associate Degree,8,6546,8981,91.59,34.47,USA,66.2
"Scientist, water quality",IT,Decreasing,Moderate,120426.0,Associate Degree,15,4355,806,37.22,90.9,Australia,52.5
Technical sales engineer,Entertainment,Increasing,High,73226.64,Bachelor’s Degree,3,2925,2291,86.79,21.27,UK,33.31
Biomedical scientist,Retail,Increasing,Low,103665.36,PhD,16,9504,3997,82.03,47.83,Canada,64.31
"Designer, multimedia",IT,Decreasing,High,63478.01,High School,1,8586,3318,70.41,91.21,UK,52.44
"Lecturer, further education",Entertainment,Decreasing,Low,46758.3,Bachelor’s Degree,0,2720,2328,44.5,47.88,UK,24.6
Hotel manager,Transportation,Increasing,Moderate,143266.11,Associate Degree,17,1245,569,31.06,50.47,China,61.63
"Horticulturist, commercial",Finance,Decreasing,Low,85426.52,High School,3,6629,5481,94.51,21.62,Brazil,65.9
"Conservation officer, historic buildings",Healthcare,Decreasing,Low,85696.17,Master’s Degree,18,5457,6877,25.61,22.07,USA,48.63
Early years teacher,Healthcare,Increasing,High,137126.05,Master’s Degree,9,4529,565,82.96,99.08,UK,44.67
"Psychologist, sport and exercise",Retail,Increasing,Moderate,80897.23,Bachelor’s Degree,8,4666,2999,13.66,95.13,India,62.59
Archivist,Retail,Increasing,Low,132477.69,High School,18,2443,4944,91.41,5.19,Australia,35.22
Occupational hygienist,Manufacturing,Increasing,Low,118378.45,PhD,1,7638,5328,2.08,20.17,India,48.47
Museum/gallery exhibitions officer,Entertainment,Decreasing,High,55927.1,High School,11,4894,2470,27.21,31.85,Germany,57.28
Artist,Entertainment,Decreasing,Low,111956.69,High School,11,3393,900,16.91,40.26,Canada,77.46
Oncologist,Manufacturing,Increasing,Moderate,132778.62,Bachelor’s Degree,14,3632,6737,93.94,5.01,USA,45.01
"Engineer, maintenance",Healthcare,Increasing,Low,50180.92,High School,12,2524,2376,10.76,40.52,Australia,24.7
Claims inspector/assessor,Entertainment,Increasing,Low,50767.11,High School,7,410,9698,44.69,33.79,China,31.3
Actor,Finance,Increasing,Moderate,70982.89,High School,17,2368,8401,8.85,16.31,USA,56.15
Counselling psychologist,Education,Decreasing,Low,50663.28,High School,5,4226,3015,26.28,63.48,Australia,29.96
Health visitor,Healthcare,Increasing,Moderate,88697.08,Bachelor’s Degree,10,7197,6323,68.19,10.63,Germany,66.29
Drilling engineer,Healthcare,Increasing,High,119572.02,High School,5,6248,1020,79.96,69.9,Germany,43.55
Rural practice surveyor,IT,Decreasing,Low,33452.24,Associate Degree,12,9042,819,1.15,91.7,China,68.19
Insurance broker,IT,Decreasing,High,45730.81,High School,10,1045,9321,95.5,1.61,Germany,78.84
"Engineer, manufacturing systems",Retail,Increasing,High,104705.05,Associate Degree,4,5608,463,74.61,21.7,China,63.65
Garment/textile technologist,Education,Decreasing,Low,128024.41,Associate Degree,19,6928,2380,12.43,11.48,India,23.89
Herpetologist,Finance,Increasing,Moderate,75866.87,High School,18,2486,1758,91.59,61.47,Australia,63.55
Barista,Healthcare,Increasing,High,114547.18,Bachelor’s Degree,15,2229,7686,70.04,24.76,Canada,30.22
"Teacher, music",Manufacturing,Increasing,Moderate,92921.31,Master’s Degree,7,4461,2934,10.87,61.07,USA,77.96
Energy engineer,Education,Decreasing,Moderate,142110.57,PhD,15,8779,968,76.33,38.18,Canada,65.93
"Psychologist, occupational",Finance,Decreasing,Moderate,125990.56,Associate Degree,7,4479,1869,38.6,42.02,USA,34.99
"Scientist, research (physical sciences)",Education,Increasing,Moderate,76241.0,Bachelor’s Degree,20,6021,1587,29.23,68.58,UK,68.56
Community arts worker,Retail,Decreasing,High,79141.44,Associate Degree,20,6453,5588,53.09,66.34,Canada,60.23
Chartered management accountant,Finance,Increasing,High,50744.87,High School,7,6779,4963,30.9,6.55,Germany,76.91
Chartered certified accountant,Healthcare,Increasing,Moderate,83906.45,Associate Degree,17,8991,8671,96.45,65.76,Australia,78.51
"Scientist, research (physical sciences)",Education,Increasing,Moderate,83710.29,PhD,9,7044,5371,52.28,90.83,Canada,40.33
"Teacher, secondary school",Education,Increasing,Moderate,125930.54,PhD,6,6499,959,63.07,28.09,India,55.82
"Programme researcher, broadcasting/film/video",Manufacturing,Decreasing,High,111412.83,Bachelor’s Degree,13,8766,5411,44.14,76.46,UK,65.57
Psychiatric nurse,Finance,Decreasing,High,101661.1,Associate Degree,0,9347,9327,12.32,42.82,India,65.15
"Psychologist, forensic",Education,Increasing,Low,133327.57,Master’s Degree,13,4429,1038,28.5,39.82,Germany,57.71
Video editor,Transportation,Increasing,High,145088.75,PhD,1,1000,289,92.78,90.75,India,56.12
Environmental health practitioner,Transportation,Decreasing,Moderate,135832.84,High School,12,3131,2685,92.12,67.18,China,20.23
Acupuncturist,Entertainment,Decreasing,Low,31241.27,High School,9,7153,4230,63.79,54.9,Brazil,46.23
Artist,Manufacturing,Decreasing,High,122632.0,PhD,8,9270,1567,13.4,27.89,China,56.63
Technical sales engineer,Transportation,Decreasing,High,98246.66,High School,5,4137,3280,59.66,44.53,Brazil,39.1
Public relations account executive,Finance,Decreasing,High,115920.55,Bachelor’s Degree,2,5264,711,72.53,3.62,Canada,60.14
"Journalist, magazine",IT,Increasing,Low,49312.96,Master’s Degree,15,971,8447,76.34,7.12,Australia,46.75
Cytogeneticist,Transportation,Decreasing,High,101429.69,Bachelor’s Degree,13,4092,7499,49.45,33.0,Brazil,68.64
Gaffer,Retail,Decreasing,Low,140323.75,Bachelor’s Degree,7,5164,5391,22.5,68.62,USA,76.71
"Editor, magazine features",Entertainment,Decreasing,Low,59342.19,Master’s Degree,8,3648,304,42.8,94.64,Brazil,50.45
"Lecturer, further education",IT,Decreasing,Low,117728.98,PhD,11,5215,5410,2.07,93.82,Germany,62.91
Insurance broker,Entertainment,Increasing,Low,63486.06,Bachelor’s Degree,11,4290,3991,69.9,41.94,Germany,61.33
Sales executive,Manufacturing,Increasing,Low,39450.17,Master’s Degree,8,6502,653,34.98,22.68,China,59.33
Quantity surveyor,IT,Decreasing,High,53418.66,PhD,3,7876,4400,1.5,69.9,China,61.3
Contracting civil engineer,IT,Decreasing,Low,117246.3,Associate Degree,19,7279,8639,23.7,53.29,UK,68.78
"Engineer, mining",Retail,Increasing,High,50320.91,Bachelor’s Degree,20,5384,5822,50.55,91.13,India,28.93
General practice doctor,Retail,Increasing,High,138366.58,Master’s Degree,1,1678,4729,97.82,60.07,Canada,31.18
Government social research officer,Retail,Decreasing,Moderate,97903.95,Master’s Degree,10,7082,2996,41.4,79.82,China,49.84
Museum education officer,Retail,Increasing,Low,146485.52,Master’s Degree,17,9332,7349,24.13,22.49,Brazil,72.85
"Scientist, forensic",Manufacturing,Decreasing,High,67243.61,High School,6,1241,2980,60.61,28.35,India,34.86
"Investment banker, corporate",Education,Decreasing,High,84999.26,High School,4,5050,7098,73.67,85.25,Germany,46.05
Textile designer,Finance,Decreasing,Moderate,51378.19,PhD,12,540,2874,41.52,94.16,India,56.49
Magazine journalist,Healthcare,Increasing,Moderate,80699.94,Associate Degree,12,4739,7250,55.02,3.51,Brazil,31.18
"Journalist, magazine",Healthcare,Decreasing,Moderate,75154.83,High School,6,1407,8954,69.22,80.06,India,74.32
"Programmer, applications",Healthcare,Increasing,Low,118528.3,Bachelor’s Degree,3,1056,7559,54.91,2.92,India,70.67
Water quality scientist,Retail,Increasing,Moderate,136208.59,Associate Degree,10,2944,1469,38.04,5.38,USA,21.48
Police officer,Education,Increasing,Moderate,47759.37,PhD,1,6700,8652,7.48,31.47,Australia,36.21
Health physicist,Manufacturing,Decreasing,Moderate,123153.1,PhD,9,3557,5799,81.28,17.3,UK,75.46
Associate Professor,Healthcare,Decreasing,Moderate,33307.64,High School,20,1012,579,80.04,88.66,Canada,27.43
Interpreter,Finance,Decreasing,Low,77282.14,Associate Degree,2,3830,2849,84.9,16.15,Germany,29.27
Cabin crew,Retail,Decreasing,Moderate,56148.34,PhD,12,7962,212,52.45,51.01,USA,63.74
"Engineer, chemical",Finance,Decreasing,High,46844.54,Associate Degree,11,482,730,17.45,11.35,Brazil,33.7
"Producer, radio",Healthcare,Decreasing,Moderate,70268.52,PhD,2,2495,7234,43.96,92.06,China,29.46
Teaching laboratory technician,IT,Decreasing,Low,137882.18,PhD,12,4180,3223,69.16,33.0,UK,77.68
"Runner, broadcasting/film/video",IT,Increasing,Moderate,88841.37,High School,13,8332,5890,73.1,28.4,UK,60.64
Financial controller,Education,Decreasing,Low,97102.0,Bachelor’s Degree,19,4645,4663,72.95,31.32,India,47.7
Facilities manager,IT,Decreasing,Low,98747.44,High School,14,4746,1742,97.0,91.94,Brazil,36.52
"Production designer, theatre/television/film",Manufacturing,Decreasing,Moderate,131828.25,High School,11,2788,5442,86.78,97.27,UK,64.87
Dealer,Education,Decreasing,Moderate,142348.38,PhD,5,271,8650,27.66,21.41,China,42.7
Occupational psychologist,Retail,Increasing,Moderate,149509.58,Bachelor’s Degree,16,8559,7202,87.51,73.54,China,75.67
English as a foreign language teacher,Manufacturing,Decreasing,Moderate,113617.01,High School,18,8198,4389,51.1,71.73,China,67.3
IT trainer,IT,Increasing,Moderate,119290.68,Master’s Degree,17,5521,4487,55.9,84.17,Brazil,71.79
Production manager,Retail,Decreasing,High,147363.61,PhD,1,7726,5724,83.32,7.84,Brazil,77.59
"Solicitor, Scotland",Transportation,Decreasing,High,51813.52,Bachelor’s Degree,8,2790,721,5.22,32.72,USA,65.44
Publishing copy,IT,Decreasing,Low,67555.32,Bachelor’s Degree,18,7411,673,0.33,81.73,Germany,46.3
"Psychologist, educational",IT,Increasing,Moderate,77943.92,High School,7,536,3293,32.1,80.71,Germany,77.26
Human resources officer,Healthcare,Increasing,Low,102516.49,Master’s Degree,12,2159,6429,70.84,35.23,China,39.88
"Designer, ceramics/pottery",Healthcare,Increasing,Low,64166.18,Associate Degree,20,1141,5836,51.92,63.45,UK,78.86
Environmental education officer,Retail,Decreasing,Low,31465.73,High School,15,3741,9437,87.59,6.09,India,41.44
Energy engineer,IT,Increasing,Low,39615.28,PhD,5,119,3084,77.82,94.98,Australia,22.82
Careers information officer,Healthcare,Decreasing,High,144649.45,High School,4,3454,6561,98.46,21.67,China,32.28
"Engineer, water",Transportation,Increasing,Moderate,90716.18,Associate Degree,17,9456,2695,36.92,56.45,Canada,60.02
Information officer,Transportation,Decreasing,High,53341.56,Associate Degree,2,170,6239,79.99,91.38,Brazil,59.65
Social researcher,Retail,Increasing,Moderate,107250.92,Associate Degree,1,8081,8365,6.37,66.07,India,30.55
"Nurse, adult",Entertainment,Decreasing,Moderate,129788.29,Master’s Degree,10,5304,5849,2.51,43.24,UK,39.43
Theatre manager,Healthcare,Increasing,Low,71735.73,Associate Degree,5,4025,6785,96.78,80.65,Germany,40.77
Electronics engineer,Manufacturing,Increasing,High,79444.99,PhD,2,725,6928,20.22,77.24,Brazil,79.12
Social researcher,Entertainment,Decreasing,Moderate,109076.81,Master’s Degree,1,6336,9020,33.47,7.48,Brazil,35.77
"Restaurant manager, fast food",Healthcare,Decreasing,Moderate,102362.16,PhD,6,4154,5272,35.9,54.47,China,70.15
Careers adviser,Retail,Increasing,Moderate,116210.52,High School,16,5056,5760,28.89,1.79,Australia,29.98
"Teacher, early years/pre",Entertainment,Increasing,Moderate,94822.6,PhD,6,2251,2919,19.18,75.63,India,70.47
Medical illustrator,Manufacturing,Decreasing,Low,96091.16,Master’s Degree,7,5816,5597,60.81,13.75,Australia,49.67
Financial risk analyst,Healthcare,Increasing,Low,78201.7,PhD,0,4775,7844,83.83,84.3,China,64.12
Television floor manager,Education,Decreasing,Moderate,70550.35,High School,19,3269,7576,33.36,60.13,India,74.96
Hydrologist,Retail,Decreasing,Low,99765.34,Bachelor’s Degree,3,6534,3759,28.67,49.73,USA,20.22
Health and safety adviser,Finance,Increasing,Low,84337.95,Associate Degree,11,7594,8423,34.67,67.82,UK,45.38
Water engineer,Healthcare,Increasing,Moderate,118910.36,Associate Degree,6,6743,4151,13.07,72.23,Canada,21.97
"Administrator, sports",Entertainment,Decreasing,Low,127557.32,Associate Degree,6,6066,3344,75.6,84.34,Canada,29.29
"Production assistant, television",Finance,Decreasing,Low,51253.87,Master’s Degree,15,9659,424,40.32,43.2,USA,24.57
Medical sales representative,Transportation,Increasing,High,94361.49,Associate Degree,16,736,8146,66.53,59.23,Australia,62.73
Operations geologist,Finance,Decreasing,Low,43910.29,PhD,12,2649,3451,56.14,74.98,Germany,22.07
"Therapist, speech and language",Entertainment,Increasing,Moderate,98793.76,High School,8,9875,3853,15.53,38.41,Australia,35.42
Clinical research associate,Transportation,Increasing,Low,104845.8,PhD,19,8431,2256,31.43,69.11,USA,66.49
Pension scheme manager,Finance,Decreasing,Moderate,124608.74,PhD,8,7206,2197,64.52,77.23,UK,40.9
"Designer, jewellery",Education,Decreasing,Moderate,55885.41,Bachelor’s Degree,15,9349,6913,81.86,90.4,China,33.67
Paramedic,Transportation,Decreasing,Low,53708.73,PhD,0,7352,9036,77.92,9.31,Australia,76.08
"Psychologist, forensic",Entertainment,Increasing,High,47479.53,Bachelor’s Degree,1,904,9065,87.28,42.7,USA,38.04
Police officer,Healthcare,Increasing,Low,102200.54,High School,20,1127,3717,43.07,32.88,Australia,69.58
"Producer, radio",Entertainment,Increasing,Low,103475.16,PhD,5,4596,2111,47.75,25.77,Australia,34.54
Sales promotion account executive,Healthcare,Decreasing,Moderate,112072.77,Associate Degree,17,5597,7114,75.25,10.35,Australia,37.58
Dealer,Finance,Increasing,Low,85517.29,Bachelor’s Degree,15,9309,9540,60.5,17.91,China,46.86
Translator,Manufacturing,Increasing,Moderate,87582.92,Bachelor’s Degree,8,5147,5332,93.67,37.62,Canada,60.08
Biomedical engineer,Entertainment,Decreasing,Moderate,134317.78,High School,14,2148,1485,31.45,68.98,China,37.3
"Surveyor, quantity",Entertainment,Decreasing,Moderate,73787.35,Bachelor’s Degree,6,8066,4739,76.62,67.52,China,58.42
Science writer,Education,Increasing,High,125561.63,Associate Degree,7,400,5426,49.52,26.76,Canada,43.65
"Teacher, music",Education,Increasing,High,142235.54,Associate Degree,19,6488,173,3.65,29.59,Australia,74.45
Accounting technician,Healthcare,Decreasing,Low,94289.53,Associate Degree,5,6235,5880,10.9,85.52,Germany,54.37
Hospital pharmacist,Education,Increasing,High,136938.58,Associate Degree,14,1359,567,78.27,5.28,Australia,55.81
Social researcher,Finance,Increasing,High,143705.02,High School,1,4991,1881,12.9,50.94,Australia,38.76
Quantity surveyor,IT,Increasing,Low,128277.11,Master’s Degree,17,9511,6609,62.9,12.04,India,37.42
"Accountant, chartered management",Education,Increasing,Low,94329.58,PhD,10,476,2877,30.24,78.08,Canada,73.25
Mining engineer,Healthcare,Decreasing,Moderate,65409.31,PhD,20,5095,1123,4.91,64.42,India,69.44
Horticultural therapist,Retail,Increasing,High,83918.63,PhD,9,983,7175,54.03,67.93,Canada,52.52
Data processing manager,Healthcare,Decreasing,High,102694.19,PhD,7,5668,1524,81.85,10.78,UK,53.19
Herbalist,Healthcare,Increasing,Low,92574.21,Associate Degree,5,4859,6392,32.43,56.79,USA,74.39
Operational investment banker,IT,Decreasing,Low,57410.08,Associate Degree,6,6783,1108,16.89,76.7,Germany,41.87
Records manager,Manufacturing,Decreasing,High,89709.95,PhD,7,1280,971,70.96,67.02,India,44.16
"Engineer, communications",Transportation,Decreasing,Low,113289.55,Bachelor’s Degree,6,189,5757,31.19,95.71,Australia,58.27
Youth worker,Manufacturing,Increasing,Moderate,127912.76,Bachelor’s Degree,20,3945,3514,61.0,8.43,China,62.62
Pathologist,Manufacturing,Decreasing,High,48094.95,Associate Degree,1,9284,5338,68.28,46.0,Germany,41.46
Tour manager,Healthcare,Increasing,Moderate,65488.65,PhD,5,3069,7594,21.33,58.31,China,37.59
Outdoor activities/education manager,Finance,Increasing,Moderate,33232.61,High School,14,8549,8611,25.11,60.96,USA,45.95
Arts administrator,IT,Increasing,Low,41470.62,High School,7,6004,6834,19.66,84.24,China,20.19
Advertising copywriter,Education,Decreasing,High,118788.02,PhD,12,6425,8442,87.41,96.62,Germany,44.12
Chartered public finance accountant,Education,Decreasing,Low,125271.27,PhD,11,4639,4627,48.65,9.09,China,35.58
"Engineer, building services",Retail,Decreasing,High,43269.37,High School,19,2733,1876,34.6,45.28,Germany,75.4
Building surveyor,Finance,Increasing,Moderate,55031.25,Associate Degree,13,1622,221,17.81,77.0,Australia,24.89
Prison officer,Healthcare,Decreasing,Moderate,40199.65,Bachelor’s Degree,16,9274,6905,56.94,66.67,Germany,49.4
"Radiographer, therapeutic",Retail,Decreasing,Moderate,46587.43,Associate Degree,1,8755,3426,9.19,50.64,Brazil,52.43
"Clinical scientist, histocompatibility and immunogenetics",Retail,Decreasing,Moderate,71662.84,PhD,11,9274,2016,10.57,86.22,Brazil,46.51
Make,Manufacturing,Decreasing,High,119439.08,High School,18,8443,4688,29.5,79.04,Canada,73.21
Transport planner,Finance,Increasing,Low,116126.3,High School,13,6191,9186,58.02,73.58,Canada,74.45
Heritage manager,Finance,Increasing,High,67654.94,PhD,19,7288,9386,80.42,74.07,Australia,29.37
"Geneticist, molecular",Healthcare,Increasing,Moderate,71313.69,PhD,4,7167,908,81.03,6.21,Germany,50.55
Make,Retail,Increasing,High,48322.19,Associate Degree,0,1623,6928,83.06,37.01,Brazil,26.21
Civil Service fast streamer,Retail,Increasing,Low,35087.8,Master’s Degree,14,7508,9977,8.89,70.25,Brazil,79.42
Educational psychologist,IT,Increasing,Low,59913.19,High School,9,6321,4910,25.37,71.99,UK,51.62
Health service manager,Retail,Decreasing,High,90165.38,Bachelor’s Degree,20,1222,3127,71.18,66.61,Australia,26.01
"Nurse, mental health",Manufacturing,Decreasing,High,122850.13,High School,7,2679,7080,85.65,33.08,USA,20.13
Maintenance engineer,Finance,Decreasing,High,59636.94,PhD,12,2679,3996,61.62,71.34,UK,52.04
Child psychotherapist,Retail,Decreasing,High,135395.24,Bachelor’s Degree,8,6122,6125,89.99,83.72,China,60.44
Immigration officer,Manufacturing,Decreasing,High,86826.89,High School,17,1287,9162,62.61,98.3,China,41.24
"Conservation officer, historic buildings",Transportation,Increasing,High,145822.69,PhD,17,7535,7521,87.83,73.48,USA,79.37
Patent attorney,Education,Increasing,Low,43282.44,Master’s Degree,13,1489,1720,78.59,56.21,Canada,41.31
"Producer, television/film/video",Healthcare,Increasing,Moderate,66299.57,High School,15,4192,2370,33.3,53.0,USA,40.67
Community development worker,Transportation,Decreasing,High,103078.99,PhD,8,5885,9160,75.76,78.01,Germany,32.71
Patent attorney,IT,Decreasing,Moderate,101564.58,Master’s Degree,17,2216,3994,21.64,70.01,Australia,70.54
"Designer, multimedia",Finance,Decreasing,Moderate,104528.28,Bachelor’s Degree,5,3128,500,89.99,46.52,Canada,41.55
Public relations account executive,IT,Increasing,Moderate,81777.92,Associate Degree,11,7010,545,47.54,93.66,Canada,33.76
"Engineer, manufacturing systems",Retail,Increasing,High,112320.17,High School,11,1680,466,50.95,31.05,Brazil,22.46
Paramedic,Manufacturing,Increasing,High,58441.5,Master’s Degree,17,9819,4288,81.74,67.91,China,44.96
Early years teacher,Finance,Decreasing,Low,102637.98,Associate Degree,13,5949,8936,38.49,80.01,Australia,69.22
Petroleum engineer,Transportation,Decreasing,Moderate,52144.19,PhD,3,352,209,64.42,28.55,China,31.05
Training and development officer,Manufacturing,Increasing,Moderate,84988.87,High School,2,9671,4203,1.35,8.34,Brazil,31.06
Public house manager,Healthcare,Decreasing,Moderate,69081.76,PhD,5,8490,7935,96.42,81.18,UK,41.04
Multimedia specialist,Finance,Increasing,High,104597.49,Associate Degree,4,5487,9404,27.87,12.9,Brazil,28.82
Holiday representative,Entertainment,Decreasing,Moderate,94104.26,High School,1,4006,4023,11.85,8.67,China,27.77
"Administrator, sports",IT,Decreasing,High,31202.24,High School,3,5350,6654,30.82,48.79,USA,47.02
"Research officer, political party",Manufacturing,Increasing,Low,66743.72,PhD,13,700,4002,66.65,1.17,Canada,63.07
Airline pilot,Finance,Increasing,Moderate,130795.61,Master’s Degree,9,5605,6351,73.66,95.61,UK,21.23
Immigration officer,Manufacturing,Increasing,Low,88214.02,Associate Degree,17,328,9676,76.94,65.71,India,77.17
Translator,IT,Decreasing,Moderate,47092.01,Associate Degree,7,8849,8358,73.85,1.94,UK,22.35
Field trials officer,Education,Increasing,High,37838.14,PhD,3,1031,9592,64.71,95.92,Germany,33.27
Materials engineer,IT,Increasing,Low,114603.43,Master’s Degree,4,8866,3103,67.12,3.51,Canada,35.27
"Production assistant, television",IT,Decreasing,High,140157.86,Bachelor’s Degree,8,3748,3454,78.29,50.37,Brazil,26.81
"Engineer, land",Entertainment,Decreasing,Moderate,33844.87,Master’s Degree,12,7699,8580,46.49,62.75,Australia,37.76
Automotive engineer,Education,Decreasing,Moderate,123493.04,Associate Degree,9,8729,9740,25.22,11.06,India,59.05
Dancer,Transportation,Decreasing,Moderate,39187.0,Associate Degree,2,2129,3349,86.95,61.24,Australia,27.3
"Investment banker, corporate",Manufacturing,Decreasing,Moderate,145833.64,PhD,5,9576,4752,76.05,36.71,Brazil,51.74
Nutritional therapist,IT,Decreasing,Moderate,82779.38,Master’s Degree,20,2464,6370,59.87,50.28,Canada,59.79
Pensions consultant,Retail,Increasing,High,39607.66,PhD,11,1357,1634,90.23,25.4,China,52.76
Forensic scientist,IT,Increasing,Moderate,59369.85,Bachelor’s Degree,3,7809,9735,47.56,31.95,Brazil,74.35
Music tutor,Education,Increasing,High,125079.31,Associate Degree,15,3969,8174,8.22,99.4,UK,51.01
"Civil engineer, consulting",Entertainment,Decreasing,Moderate,107244.22,Bachelor’s Degree,9,460,1613,19.79,80.53,India,51.78
Health promotion specialist,IT,Decreasing,High,137570.45,Associate Degree,0,9476,8478,32.07,39.21,Australia,56.33
"Surveyor, insurance",Entertainment,Increasing,Low,130542.61,Bachelor’s Degree,19,7318,342,40.09,52.17,Canada,53.61
Set designer,Healthcare,Increasing,Moderate,58173.57,Master’s Degree,4,2852,7810,77.04,1.9,India,27.45
Brewing technologist,Education,Increasing,Low,99120.52,High School,5,6062,3472,61.74,95.05,India,35.49
Commercial art gallery manager,IT,Increasing,Low,68784.2,Bachelor’s Degree,14,231,733,36.03,75.25,India,73.1
Sports development officer,Manufacturing,Decreasing,Low,65747.27,High School,10,2285,5882,49.86,68.09,Canada,21.56
Actuary,Manufacturing,Increasing,Low,70103.48,High School,9,3594,231,82.25,57.41,India,73.24
"Production designer, theatre/television/film",IT,Increasing,Moderate,132867.04,Associate Degree,9,5431,2713,12.13,29.21,China,60.27
Broadcast engineer,Manufacturing,Increasing,High,131343.41,Master’s Degree,15,4527,1926,25.31,45.56,Brazil,72.5
"Engineer, land",IT,Decreasing,High,72041.34,Bachelor’s Degree,14,5777,5707,26.49,96.48,Canada,48.86
Oncologist,Manufacturing,Decreasing,Low,131578.05,Master’s Degree,14,6134,9883,37.49,93.55,India,26.11
IT technical support officer,Manufacturing,Decreasing,Low,40556.19,PhD,8,6896,4418,7.93,5.04,USA,71.38
Chartered loss adjuster,Finance,Increasing,High,77637.41,High School,4,3536,6004,40.16,56.51,China,48.61
Technical author,Manufacturing,Increasing,Moderate,47321.05,PhD,15,7321,4168,38.63,81.25,USA,28.95
Print production planner,Retail,Increasing,High,60996.73,High School,10,3336,7958,94.58,18.32,Australia,55.71
Clinical molecular geneticist,Manufacturing,Increasing,High,134410.31,Master’s Degree,13,5194,6482,51.39,21.02,Australia,72.46
Agricultural engineer,Manufacturing,Increasing,High,50658.63,High School,9,1010,9184,4.08,5.08,USA,67.11
Equality and diversity officer,Education,Decreasing,Low,96812.9,Bachelor’s Degree,12,3988,353,38.27,31.54,Australia,50.34
Radio producer,IT,Increasing,Low,78206.44,High School,17,4118,3351,13.96,5.29,UK,76.61
"Engineer, broadcasting (operations)",Retail,Increasing,High,47679.53,Master’s Degree,10,7751,6965,92.7,82.26,Australia,72.37
Horticultural consultant,Manufacturing,Increasing,Low,143456.4,Master’s Degree,17,2138,4209,13.77,27.53,Canada,70.24
Software engineer,Transportation,Increasing,Moderate,124302.57,Master’s Degree,13,3553,6683,0.09,86.97,UK,45.84
"Designer, ceramics/pottery",Healthcare,Decreasing,Low,135395.01,High School,18,7702,7458,13.41,77.6,Brazil,37.5
Social worker,Education,Increasing,High,92670.27,Bachelor’s Degree,20,3274,8050,58.79,92.81,Australia,65.5
Information systems manager,Finance,Decreasing,Moderate,118748.56,PhD,19,2660,9617,97.98,49.27,Canada,24.15
Therapeutic radiographer,Healthcare,Increasing,Moderate,111098.94,Master’s Degree,12,4047,568,33.9,46.22,Brazil,21.39
Music tutor,Education,Decreasing,Low,32623.84,PhD,14,7462,5045,81.06,21.87,Germany,70.04
Insurance underwriter,Entertainment,Increasing,Moderate,104974.93,Associate Degree,9,6581,2369,97.44,95.95,Canada,33.51
Intelligence analyst,Education,Decreasing,Low,57036.76,Master’s Degree,15,686,1798,82.34,35.48,UK,55.89
Personnel officer,Transportation,Decreasing,High,135227.14,Associate Degree,0,7724,2895,14.31,1.46,Australia,74.22
Artist,Transportation,Decreasing,High,100231.66,Master’s Degree,4,172,487,6.19,92.62,China,55.72
"Research officer, government",Entertainment,Decreasing,Low,31459.99,Associate Degree,18,5672,8791,58.5,64.53,UK,30.71
Ergonomist,Manufacturing,Increasing,Moderate,92445.78,PhD,16,9290,2790,38.38,64.38,Germany,37.32
Recruitment consultant,Entertainment,Increasing,Moderate,56626.52,High School,12,3018,5574,95.21,42.11,Australia,54.94
"Therapist, drama",Education,Decreasing,Moderate,100491.84,PhD,17,1967,5372,78.36,13.61,Australia,64.5
Research scientist (maths),Manufacturing,Increasing,Low,80120.54,High School,20,5698,9425,0.14,77.22,Australia,30.69
Cabin crew,Manufacturing,Increasing,High,77270.03,Master’s Degree,20,3984,2384,0.45,25.86,India,32.83
Geographical information systems officer,Entertainment,Decreasing,Low,94156.09,Master’s Degree,19,1453,1563,57.43,28.64,India,51.47
Health service manager,Transportation,Decreasing,Moderate,117713.3,PhD,15,9195,5575,83.43,68.4,Germany,32.21
"Engineer, building services",IT,Increasing,High,108580.15,High School,9,1098,4727,32.79,51.15,India,40.43
Telecommunications researcher,IT,Increasing,Moderate,63571.39,Associate Degree,0,3418,1614,44.5,22.14,India,79.84
"Education officer, community",Healthcare,Increasing,High,103593.4,Bachelor’s Degree,19,792,395,74.3,15.3,Australia,55.9
Race relations officer,Transportation,Decreasing,Low,73380.3,Bachelor’s Degree,5,5600,338,85.85,86.85,China,70.39
Geophysical data processor,Entertainment,Decreasing,Moderate,119480.7,Master’s Degree,18,5590,8439,86.84,9.28,Canada,50.44
"Production assistant, radio",Entertainment,Increasing,High,55445.41,Master’s Degree,12,2419,9947,88.83,96.55,Australia,60.65
Chemical engineer,Transportation,Increasing,High,147187.79,High School,19,9807,7329,4.18,88.29,UK,39.86
Farm manager,Education,Increasing,High,67824.28,Associate Degree,10,8372,144,28.17,97.26,USA,35.44
Medical technical officer,Transportation,Decreasing,Low,138470.54,Associate Degree,20,990,4785,51.74,61.75,China,56.08
Clinical biochemist,Entertainment,Increasing,Moderate,76466.98,High School,19,6282,6306,90.08,46.0,Germany,29.27
Community education officer,Manufacturing,Decreasing,High,83165.35,Master’s Degree,1,6144,5336,51.33,33.18,India,68.3
"Clinical scientist, histocompatibility and immunogenetics",Finance,Decreasing,Low,49864.69,High School,0,7574,3937,42.41,98.83,Brazil,52.63
Seismic interpreter,Transportation,Increasing,Low,74592.57,Associate Degree,15,9272,9960,66.62,39.83,Australia,69.49
Community development worker,IT,Decreasing,Moderate,108671.42,PhD,16,1713,2919,10.87,89.58,India,65.51
"Horticulturist, commercial",Retail,Increasing,Low,138125.56,Bachelor’s Degree,13,6977,9246,23.15,28.46,Germany,36.13
Medical sales representative,Transportation,Increasing,Low,133050.83,Master’s Degree,1,5217,3311,25.31,14.65,Germany,78.82
"Psychologist, forensic",IT,Decreasing,Low,117267.39,Associate Degree,15,3096,3625,72.25,37.11,Germany,68.7
"Librarian, academic",Education,Decreasing,Low,113058.47,Master’s Degree,20,176,4966,26.36,22.1,Canada,35.78
Insurance claims handler,Entertainment,Increasing,Low,51785.96,PhD,5,8866,3385,63.63,14.49,China,53.04
"Surveyor, building",Manufacturing,Increasing,High,112881.2,PhD,20,5798,4091,97.22,58.23,Canada,37.87
Cartographer,Retail,Increasing,High,49799.14,High School,9,3625,7948,53.85,85.37,India,50.13
Hydrogeologist,IT,Increasing,Moderate,58765.31,Master’s Degree,20,9530,5037,89.2,3.34,UK,68.64
"Therapist, speech and language",Education,Decreasing,Low,77809.0,Associate Degree,1,9058,523,3.86,93.5,Germany,37.63
Armed forces training and education officer,Healthcare,Increasing,Low,77690.79,High School,12,6163,8578,59.58,88.65,UK,24.82
Agricultural engineer,Transportation,Increasing,High,146263.41,PhD,19,7628,5614,94.94,92.03,Canada,58.3
Further education lecturer,Transportation,Increasing,Low,126861.38,Bachelor’s Degree,4,3347,2579,84.38,2.11,Canada,59.28
Air cabin crew,Finance,Increasing,Low,141485.48,Associate Degree,14,264,869,43.12,43.99,China,67.33
Drilling engineer,Transportation,Decreasing,High,99151.35,Bachelor’s Degree,6,4535,4800,28.28,72.55,Australia,48.18
Environmental manager,Manufacturing,Increasing,Low,86482.83,Associate Degree,14,2111,2143,47.0,33.43,USA,29.52
Conference centre manager,Manufacturing,Decreasing,High,124417.1,High School,17,5214,2931,7.4,0.64,China,56.16
Information systems manager,Healthcare,Decreasing,Moderate,66924.01,High School,20,9282,4265,42.02,2.46,Australia,55.71
Clinical research associate,Healthcare,Increasing,High,122255.07,High School,13,1512,1826,74.77,30.3,Australia,30.36
Futures trader,Entertainment,Decreasing,High,96313.94,Bachelor’s Degree,9,7983,153,44.82,1.22,Canada,65.28
"Engineer, chemical",IT,Increasing,Moderate,70093.17,Master’s Degree,18,4285,928,2.43,32.85,Brazil,33.51
Jewellery designer,Transportation,Decreasing,Moderate,50893.37,PhD,3,1109,4080,5.51,46.41,USA,31.13
Publishing rights manager,Entertainment,Increasing,High,148385.53,Associate Degree,8,2320,7638,22.95,6.34,Canada,46.46
English as a foreign language teacher,Retail,Decreasing,Low,32438.56,Bachelor’s Degree,16,8016,2899,13.04,8.34,Germany,56.88
"Engineer, mining",Entertainment,Increasing,High,71014.41,Master’s Degree,2,4765,5855,9.21,11.16,Germany,69.41
Chief Marketing Officer,Finance,Decreasing,Moderate,103747.27,Associate Degree,6,998,2376,89.08,44.02,China,22.13
"Civil engineer, consulting",Transportation,Decreasing,Moderate,149373.45,High School,15,1638,4269,59.52,69.37,UK,56.08
Rural practice surveyor,Finance,Increasing,Low,147941.97,High School,6,7334,431,69.67,6.04,Germany,24.96
Television production assistant,IT,Increasing,Low,138479.92,Master’s Degree,19,2317,560,71.17,26.79,USA,50.81
Claims inspector/assessor,Transportation,Increasing,Low,105323.97,Associate Degree,0,7331,4765,90.93,77.27,India,58.63
Event organiser,Transportation,Decreasing,Low,118656.15,Bachelor’s Degree,4,8873,7510,96.46,85.7,Canada,74.84
Publishing copy,Manufacturing,Increasing,Moderate,69501.53,High School,17,1427,4437,98.45,72.11,India,78.42
Comptroller,Retail,Increasing,Low,93930.5,PhD,11,4501,8706,10.45,74.55,UK,43.94
Neurosurgeon,IT,Increasing,Low,55335.64,Associate Degree,10,3251,536,75.43,22.89,India,55.3
Interior and spatial designer,Healthcare,Decreasing,High,64746.47,Bachelor’s Degree,20,2254,7126,61.09,44.6,Germany,24.02
Mining engineer,Transportation,Increasing,High,111700.69,Master’s Degree,8,935,5171,69.45,57.78,India,54.19
Clinical psychologist,Transportation,Decreasing,High,142237.24,Bachelor’s Degree,1,3276,3388,42.79,28.6,UK,57.8
"Copywriter, advertising",Education,Decreasing,Moderate,111926.48,Bachelor’s Degree,1,8054,9600,95.75,0.4,Brazil,44.13
Industrial/product designer,IT,Increasing,High,38181.98,Bachelor’s Degree,8,7803,7747,5.95,29.61,UK,51.5
Academic librarian,IT,Decreasing,Moderate,51015.33,Master’s Degree,17,7476,9470,87.8,52.69,China,46.58
Copy,Manufacturing,Decreasing,Low,110813.58,Associate Degree,2,1468,4259,9.54,98.6,USA,48.82
"Geologist, wellsite",Finance,Decreasing,High,139130.47,Bachelor’s Degree,0,1302,3287,36.48,33.42,China,44.27
Psychotherapist,Healthcare,Decreasing,Low,122654.35,High School,4,9547,9815,15.3,43.38,Brazil,30.33
Stage manager,Manufacturing,Increasing,High,124422.4,Associate Degree,5,6680,6201,82.94,21.07,China,40.77
Government social research officer,Education,Decreasing,Moderate,88278.44,Master’s Degree,18,2698,5470,77.28,47.1,Australia,26.98
"Exhibitions officer, museum/gallery",Retail,Decreasing,Low,149052.63,High School,10,2284,5814,2.19,24.7,China,60.21
Actor,IT,Increasing,High,96546.62,PhD,3,8892,3447,25.29,78.62,Canada,45.76
Personnel officer,Education,Increasing,Low,51474.16,Bachelor’s Degree,9,5446,7091,63.58,9.59,Australia,48.71
Automotive engineer,IT,Increasing,High,71168.2,Associate Degree,7,3590,839,84.2,22.23,Brazil,63.18
"Merchandiser, retail",Transportation,Increasing,High,73155.77,PhD,12,9480,5095,77.51,80.49,Germany,78.36
Barrister,Entertainment,Decreasing,Low,61107.21,Associate Degree,13,9710,7314,90.56,51.6,Germany,64.82
Economist,Entertainment,Decreasing,Moderate,38797.39,Master’s Degree,20,2064,2652,2.12,60.27,UK,37.68
Ranger/warden,Transportation,Increasing,Moderate,148083.27,PhD,8,3574,5222,6.54,12.06,USA,28.69
Cytogeneticist,Entertainment,Decreasing,High,145216.91,Associate Degree,14,6136,7861,97.49,98.2,India,71.38
Copy,Education,Increasing,Moderate,108505.47,Master’s Degree,5,6549,3907,46.68,79.43,India,64.72
Food technologist,Education,Increasing,High,95130.39,Master’s Degree,4,3304,9878,5.86,6.41,China,69.1
"Education officer, community",Finance,Decreasing,Moderate,69062.92,PhD,16,376,1149,19.83,39.43,Canada,30.68
Cytogeneticist,Transportation,Increasing,Moderate,122145.09,High School,8,5069,2003,5.62,66.31,China,42.27
Lawyer,Entertainment,Decreasing,High,73462.38,High School,9,1021,2772,46.41,86.12,India,64.66
Chief Technology Officer,Finance,Increasing,Moderate,148690.04,Associate Degree,8,8006,2658,24.62,27.08,Canada,20.12
Advice worker,Entertainment,Increasing,Moderate,131609.26,PhD,18,3677,2287,52.56,81.96,Brazil,68.48
Armed forces logistics/support/administrative officer,Finance,Decreasing,Moderate,120869.42,Master’s Degree,18,3851,3015,50.12,31.06,Germany,47.1
"Engineer, broadcasting (operations)",IT,Decreasing,Moderate,64967.51,Associate Degree,0,292,8443,31.9,9.71,Brazil,78.49
Claims inspector/assessor,Entertainment,Decreasing,Moderate,43051.86,PhD,1,5747,2730,15.79,95.2,Canada,51.74
"Designer, furniture",Transportation,Decreasing,Moderate,48653.02,Master’s Degree,0,2209,1641,61.04,7.95,China,52.65
Newspaper journalist,Manufacturing,Decreasing,Moderate,142509.66,Bachelor’s Degree,7,6304,6378,74.78,13.79,India,55.44
"Engineer, maintenance",Entertainment,Increasing,Moderate,38936.13,PhD,3,5725,4068,15.69,42.72,Brazil,79.33
"Sales professional, IT",Entertainment,Increasing,Low,61621.04,High School,13,8086,1686,39.2,28.06,UK,51.64
Medical sales representative,Transportation,Increasing,Low,93283.59,PhD,13,6837,1459,77.92,69.75,Australia,21.4
Electronics engineer,Finance,Increasing,Moderate,66082.04,Associate Degree,11,7914,7325,49.67,97.83,UK,75.31
Retail merchandiser,Finance,Decreasing,Low,58389.43,Master’s Degree,16,8445,1790,9.76,82.84,Brazil,39.99
Psychotherapist,Manufacturing,Decreasing,High,135992.94,Associate Degree,5,9130,4950,87.22,79.39,China,33.23
Geographical information systems officer,Manufacturing,Decreasing,Low,79094.99,High School,18,4141,8640,34.65,14.01,USA,21.42
Engineering geologist,Transportation,Decreasing,Low,70429.8,Master’s Degree,0,3461,3877,61.26,84.01,China,45.17
Minerals surveyor,Manufacturing,Increasing,Moderate,108927.12,Master’s Degree,19,9215,8694,67.45,98.73,UK,22.3
"Scientist, audiological",IT,Decreasing,Low,98463.66,Master’s Degree,5,4922,1081,9.63,15.29,India,69.38
Scientific laboratory technician,Entertainment,Decreasing,Low,124517.23,PhD,0,9200,1371,5.9,11.36,China,36.41
Armed forces operational officer,Retail,Decreasing,Low,121488.94,Master’s Degree,9,6597,2500,78.46,60.88,USA,43.87
Photographer,Finance,Decreasing,High,127334.18,PhD,16,4093,4291,52.6,82.1,USA,61.8
Land,Education,Decreasing,Moderate,82290.32,High School,6,6925,3259,82.87,5.03,UK,48.36
Cabin crew,Finance,Increasing,High,82181.63,Associate Degree,7,173,7704,16.52,42.56,India,41.25
Museum education officer,Retail,Decreasing,Moderate,143337.54,High School,2,1973,6039,51.1,39.01,Canada,31.49
Chief Strategy Officer,Education,Increasing,High,65335.61,Bachelor’s Degree,19,1989,9086,18.78,66.99,Australia,62.65
Retail banker,IT,Decreasing,High,49150.16,Associate Degree,17,3131,3202,6.42,78.98,Australia,29.31
Insurance claims handler,Retail,Decreasing,High,62970.16,High School,2,265,2714,64.4,27.69,Canada,72.47
Private music teacher,Healthcare,Decreasing,High,123149.65,Bachelor’s Degree,4,7820,9723,22.57,64.11,Germany,32.7
"Restaurant manager, fast food",Manufacturing,Increasing,Low,112341.96,Associate Degree,17,5379,4841,17.23,56.87,China,25.28
Planning and development surveyor,Entertainment,Decreasing,Low,50022.76,High School,16,7872,2560,64.13,1.0,USA,79.6
Higher education lecturer,Education,Increasing,Moderate,99073.15,Master’s Degree,3,7810,4753,90.03,34.97,Brazil,37.83
Academic librarian,Education,Increasing,Low,94763.19,PhD,3,680,8655,44.71,38.38,China,55.86
Community pharmacist,Healthcare,Increasing,Moderate,124261.76,Bachelor’s Degree,18,5955,4438,75.52,17.87,Canada,32.62
"Horticulturist, amenity",Education,Increasing,Low,112842.79,High School,19,5783,6807,45.15,64.16,USA,54.59
Make,Retail,Increasing,Low,128561.28,Associate Degree,10,5573,3735,7.69,49.11,USA,22.34
"Doctor, general practice",Entertainment,Increasing,High,88041.24,High School,16,1302,5013,3.0,29.59,Australia,25.93
Analytical chemist,IT,Decreasing,Low,53979.08,Bachelor’s Degree,5,350,5245,58.06,85.93,China,44.93
Broadcast presenter,Transportation,Increasing,High,39434.53,Associate Degree,18,960,2217,72.58,4.55,Australia,72.0
Aid worker,Transportation,Decreasing,Moderate,106294.08,Master’s Degree,9,3243,9899,77.96,93.34,India,58.27
Special effects artist,Retail,Decreasing,High,87546.11,PhD,7,6680,7019,25.3,96.85,UK,79.82
IT trainer,Education,Decreasing,Moderate,86053.7,Bachelor’s Degree,2,6157,2039,29.1,62.49,India,57.4
Broadcast journalist,Transportation,Decreasing,Low,58450.06,Bachelor’s Degree,3,5025,271,6.64,19.86,China,42.1
Insurance broker,Entertainment,Increasing,Low,149936.5,Bachelor’s Degree,11,1675,4137,47.08,53.53,India,58.35
Housing manager/officer,Retail,Increasing,High,136001.24,Associate Degree,17,3542,7137,61.81,93.64,China,37.44
Broadcast engineer,Transportation,Increasing,Low,147481.92,High School,8,1916,8079,84.69,90.61,USA,36.43
Photographer,Entertainment,Decreasing,High,59939.4,Master’s Degree,11,8575,2413,70.72,44.65,Australia,57.99
"Teacher, early years/pre",Education,Increasing,High,119858.63,Associate Degree,17,9872,9329,61.58,19.81,Australia,35.08
Make,Healthcare,Decreasing,Low,81320.31,Master’s Degree,11,8166,7395,28.97,75.28,China,28.27
Public house manager,Finance,Increasing,Low,144487.63,Bachelor’s Degree,4,6578,3313,74.16,42.52,Canada,32.37
Scientific laboratory technician,Healthcare,Increasing,High,139269.24,Master’s Degree,2,2598,1495,45.47,81.18,Australia,37.88
Art therapist,Education,Decreasing,Low,95166.31,PhD,19,5888,531,69.62,26.4,USA,54.8
Mudlogger,Retail,Increasing,Low,34181.98,PhD,19,8424,866,75.84,21.06,Canada,78.9
Database administrator,Healthcare,Decreasing,Moderate,78803.66,Bachelor’s Degree,19,2883,1664,92.55,4.87,Brazil,29.51
"Therapist, speech and language",Entertainment,Decreasing,Moderate,114579.27,Bachelor’s Degree,14,1584,9694,28.62,36.46,China,54.09
Best boy,Healthcare,Decreasing,Low,70759.34,Associate Degree,20,973,7041,55.74,33.87,Brazil,44.11
Chartered accountant,Entertainment,Increasing,High,139196.72,High School,17,2750,8444,0.87,59.9,China,34.58
Set designer,Transportation,Decreasing,Moderate,66182.62,PhD,6,5219,9839,19.29,18.22,Germany,71.11
Chief Strategy Officer,Manufacturing,Decreasing,Moderate,36665.06,Bachelor’s Degree,19,3621,7874,96.48,93.09,China,36.82
Video editor,Healthcare,Increasing,Low,96820.98,Associate Degree,8,4326,7200,93.94,77.57,India,74.4
Industrial/product designer,Entertainment,Increasing,Moderate,109048.8,Bachelor’s Degree,9,7108,4384,6.5,42.57,USA,77.28
Warden/ranger,Retail,Decreasing,Moderate,52742.52,PhD,5,9197,6762,92.08,41.88,Australia,45.86
Records manager,Finance,Decreasing,Moderate,120382.5,Master’s Degree,2,7037,4429,26.69,90.36,India,45.62
"Pilot, airline",Retail,Increasing,Moderate,72206.65,Bachelor’s Degree,14,6783,1813,62.29,40.39,China,68.84
"Teacher, special educational needs",Transportation,Decreasing,High,92000.95,Master’s Degree,12,5660,5777,2.75,92.02,Brazil,56.2
"Journalist, broadcasting",Retail,Decreasing,High,104643.72,Associate Degree,7,2264,3424,5.35,51.96,India,35.11
Customer service manager,Retail,Increasing,Moderate,126801.46,PhD,20,1325,3560,12.12,44.54,China,23.71
Armed forces training and education officer,Manufacturing,Decreasing,Moderate,110914.49,High School,10,8186,1943,45.96,87.92,USA,44.31
International aid/development worker,Finance,Decreasing,Low,132298.44,Master’s Degree,8,9409,3311,87.76,61.83,Brazil,34.81
"Engineer, energy",Retail,Decreasing,Low,98931.84,PhD,20,6487,3577,35.87,29.92,Brazil,74.59
Logistics and distribution manager,Healthcare,Increasing,High,37022.66,Master’s Degree,0,1643,2387,90.77,14.1,Canada,52.89
IT consultant,Manufacturing,Increasing,High,105728.01,Associate Degree,13,4640,4954,89.82,90.9,Germany,74.04
Chief Financial Officer,Retail,Decreasing,Low,144922.23,Associate Degree,17,1520,2389,98.13,39.54,Canada,28.68
IT trainer,Retail,Increasing,Low,85722.79,Bachelor’s Degree,10,3760,8196,85.04,98.7,Canada,26.8
Community education officer,Healthcare,Increasing,High,51797.01,Bachelor’s Degree,10,8038,8153,56.43,73.81,India,72.11
"Copywriter, advertising",Entertainment,Decreasing,High,82466.47,PhD,20,5754,9902,87.56,78.76,India,51.97
Museum/gallery conservator,Transportation,Increasing,High,73780.08,PhD,17,453,1920,27.98,35.03,Brazil,27.95
Microbiologist,Manufacturing,Increasing,Moderate,32324.26,Associate Degree,15,8718,6759,89.85,70.1,India,27.55
Volunteer coordinator,Healthcare,Decreasing,Low,109757.81,High School,5,2077,8376,80.62,20.85,USA,64.22
Dentist,Education,Increasing,Moderate,58913.02,PhD,5,4086,1266,54.57,80.72,Canada,79.07
Astronomer,Transportation,Decreasing,Moderate,57926.48,Master’s Degree,11,520,6034,24.37,93.95,India,31.31
Theatre director,Transportation,Increasing,Low,87560.0,Bachelor’s Degree,19,2190,8168,48.73,85.01,Germany,36.27
Child psychotherapist,Education,Decreasing,Low,88177.24,Master’s Degree,19,2848,1274,19.84,41.12,UK,31.66
Horticultural therapist,Healthcare,Increasing,Moderate,44500.37,Associate Degree,16,9713,6642,46.56,56.85,USA,33.42
Structural engineer,Transportation,Decreasing,High,52467.19,Master’s Degree,15,4187,7215,61.86,12.49,India,77.01
Research scientist (physical sciences),IT,Increasing,Moderate,70411.13,PhD,15,1660,950,65.54,68.33,USA,33.27
Licensed conveyancer,Finance,Increasing,High,91311.44,Bachelor’s Degree,12,9089,8786,60.35,84.43,India,43.3
"Engineer, control and instrumentation",IT,Increasing,Moderate,58995.4,High School,18,7239,9065,97.2,50.15,India,45.8
"Engineer, biomedical",Healthcare,Increasing,High,83345.84,High School,2,8217,2767,12.97,67.28,Canada,31.44
Research scientist (medical),Retail,Decreasing,High,76020.56,PhD,2,3713,7581,45.29,22.3,China,29.87
Proofreader,Healthcare,Increasing,Low,110830.45,PhD,3,558,198,45.46,40.42,USA,51.3
Dietitian,Entertainment,Decreasing,High,64815.9,Associate Degree,2,6998,8788,53.36,11.98,Germany,45.17
Seismic interpreter,Healthcare,Decreasing,Moderate,105096.59,High School,19,7141,6087,3.68,44.98,Australia,73.15
Community development worker,Entertainment,Decreasing,Moderate,107168.61,Master’s Degree,5,8349,6733,75.77,48.08,Germany,37.44
Hydrologist,IT,Decreasing,Moderate,107732.36,Associate Degree,6,680,9032,31.3,53.92,UK,79.09
Marketing executive,Entertainment,Increasing,High,139170.92,PhD,4,1479,7304,18.68,52.8,Canada,70.54
Fashion designer,Finance,Decreasing,Low,68358.79,Associate Degree,16,3640,3346,78.07,42.97,UK,70.71
Herbalist,Manufacturing,Decreasing,Moderate,31834.73,High School,12,3907,2458,79.01,32.12,China,69.65
Clothing/textile technologist,Entertainment,Increasing,High,58383.77,PhD,7,1880,5981,49.83,30.82,Germany,30.23
Sales promotion account executive,Manufacturing,Increasing,High,38776.51,Associate Degree,13,776,8694,90.86,82.54,Australia,63.35
"Engineer, technical sales",Manufacturing,Increasing,Low,131042.98,High School,2,2550,5087,3.29,41.71,Australia,62.53
Chartered accountant,Entertainment,Increasing,Low,64121.19,High School,2,4256,2381,28.94,63.29,Germany,62.59
Tour manager,Transportation,Decreasing,Low,103348.06,Bachelor’s Degree,19,7386,6962,22.2,62.76,China,43.01
Private music teacher,Education,Decreasing,Low,63106.32,High School,0,4468,8378,44.34,8.99,Canada,20.24
Audiological scientist,Education,Increasing,Low,108878.88,PhD,20,2555,2068,33.33,84.43,Brazil,28.47
Television camera operator,Healthcare,Decreasing,Low,100728.67,PhD,2,2594,1787,67.46,94.62,Australia,33.59
Soil scientist,Entertainment,Decreasing,Moderate,128685.26,PhD,6,479,1246,50.8,58.28,Australia,45.96
Media buyer,Entertainment,Increasing,High,34099.32,Bachelor’s Degree,1,4285,6300,5.54,54.7,China,50.13
Physiological scientist,Transportation,Increasing,High,104275.29,High School,18,5297,8914,28.48,31.41,USA,33.81
"Biochemist, clinical",Transportation,Increasing,High,104032.15,Bachelor’s Degree,15,3580,9903,88.02,14.12,Germany,51.92
Arts development officer,Manufacturing,Increasing,High,131150.68,Bachelor’s Degree,15,9583,4752,4.6,18.81,USA,74.67
Energy engineer,IT,Decreasing,Moderate,86448.4,Associate Degree,3,1479,217,46.8,87.25,Germany,68.09
Volunteer coordinator,Transportation,Decreasing,High,71845.19,PhD,13,9616,2575,17.36,82.91,Germany,51.72
Historic buildings inspector/conservation officer,Education,Decreasing,Low,90511.51,PhD,1,1244,8096,70.63,64.29,Germany,25.69
"Civil engineer, contracting",Transportation,Decreasing,Low,45794.39,PhD,2,5937,7143,55.02,74.16,Germany,21.18
Psychotherapist,Healthcare,Decreasing,High,37972.09,PhD,18,2608,6849,33.89,18.53,USA,60.55
Charity fundraiser,Manufacturing,Increasing,High,142019.71,PhD,8,666,9475,58.85,27.27,USA,63.47
Chartered loss adjuster,Finance,Decreasing,High,59386.3,PhD,12,5953,9591,76.18,32.58,UK,78.0
Field trials officer,Finance,Decreasing,Low,115650.52,Master’s Degree,1,3082,7758,5.38,79.11,Canada,51.89
"Engineer, civil (consulting)",Healthcare,Decreasing,High,143444.52,High School,1,5105,9615,45.55,41.07,UK,70.56
Museum/gallery exhibitions officer,Healthcare,Decreasing,Moderate,97196.36,Bachelor’s Degree,5,9355,9237,86.75,8.28,Australia,34.87
Museum/gallery exhibitions officer,Transportation,Increasing,Moderate,136796.33,Bachelor’s Degree,4,2900,1932,42.09,2.83,India,59.25
Science writer,Transportation,Decreasing,Low,95929.95,Associate Degree,20,6421,2093,94.49,70.02,Canada,57.26
Theme park manager,Manufacturing,Increasing,Moderate,89306.19,PhD,0,1649,3310,17.01,35.09,Canada,22.7
Pension scheme manager,Finance,Increasing,Moderate,78385.3,High School,17,7876,2473,1.78,96.4,China,25.49
Financial planner,Education,Decreasing,High,139926.09,High School,17,2294,4940,93.09,56.12,Brazil,21.6
"Designer, industrial/product",Healthcare,Decreasing,Moderate,61179.32,PhD,16,2486,9414,40.64,85.89,India,71.77
Writer,Entertainment,Increasing,High,81473.42,PhD,16,932,3584,21.56,96.28,Canada,73.24
"Buyer, retail",Manufacturing,Increasing,High,83719.81,Master’s Degree,19,8427,2319,10.75,0.6,Germany,51.29
Trade union research officer,Manufacturing,Increasing,Moderate,144238.39,PhD,15,6887,8285,88.89,72.36,Germany,39.01
"Accountant, chartered management",IT,Decreasing,High,48652.04,Bachelor’s Degree,12,7399,5042,52.51,34.27,Australia,45.72
Curator,Entertainment,Decreasing,High,82720.36,PhD,20,6566,3632,89.39,25.12,Brazil,38.86
"Designer, industrial/product",Transportation,Increasing,High,105280.0,PhD,4,1382,6025,7.99,52.36,USA,36.51
Haematologist,Transportation,Decreasing,Low,102551.73,High School,12,233,9410,5.34,40.34,USA,55.41
Adult guidance worker,Transportation,Increasing,High,147899.94,Master’s Degree,11,1021,3101,83.15,50.04,USA,53.55
Energy manager,IT,Decreasing,High,44033.08,Associate Degree,10,8098,9254,30.03,67.14,China,36.82
"Surveyor, rural practice",Transportation,Increasing,Low,91575.75,High School,7,8538,2359,52.61,22.83,Brazil,37.09
"Solicitor, Scotland",Retail,Decreasing,Moderate,89383.92,Bachelor’s Degree,18,2744,5362,76.33,96.67,Canada,78.63
"Engineer, biomedical",Entertainment,Decreasing,Moderate,137826.85,Associate Degree,19,1443,9018,96.13,91.62,Canada,70.81
Engineering geologist,Education,Increasing,Low,36635.62,Master’s Degree,14,2215,7374,73.34,53.75,USA,24.03
"Psychologist, occupational",Education,Decreasing,Low,116413.12,Associate Degree,13,570,9678,76.13,56.96,Germany,39.62
Product/process development scientist,Entertainment,Increasing,Moderate,97802.82,Associate Degree,6,9137,4306,71.6,46.5,Germany,68.97
Chartered loss adjuster,Transportation,Decreasing,Moderate,132981.88,Master’s Degree,4,1073,4592,67.87,15.01,Australia,51.78
Energy engineer,Healthcare,Increasing,Moderate,92669.36,Bachelor’s Degree,0,4078,5534,18.38,23.52,Canada,44.2
"Engineer, communications",IT,Increasing,Moderate,76525.84,Master’s Degree,14,4418,7413,2.24,0.66,India,38.61
Chartered accountant,Transportation,Increasing,High,143531.98,Master’s Degree,19,4005,2112,23.45,96.94,Australia,31.61
Medical secretary,Manufacturing,Decreasing,Low,119385.28,Associate Degree,9,2501,6571,75.29,28.49,Germany,63.05
Soil scientist,Transportation,Decreasing,Low,123826.27,Master’s Degree,19,6863,3118,6.14,59.27,China,25.05
Musician,Transportation,Decreasing,Low,128072.48,High School,11,7826,2399,92.09,83.78,Germany,71.55
Sport and exercise psychologist,Education,Decreasing,Moderate,86459.11,PhD,19,5903,9215,45.4,13.51,Germany,27.14
Waste management officer,Finance,Increasing,Moderate,87122.28,High School,8,1023,5796,43.34,99.06,Brazil,62.99
"Engineer, manufacturing systems",Education,Decreasing,High,131026.53,High School,18,8432,4423,14.35,72.23,Australia,79.5
Technical brewer,IT,Decreasing,Moderate,142023.71,Bachelor’s Degree,1,231,8195,32.47,36.17,Canada,33.36
"Scientist, research (maths)",Education,Increasing,Moderate,35072.98,High School,11,9928,2433,3.29,52.27,Canada,56.55
"Psychologist, educational",Healthcare,Decreasing,High,81877.9,Bachelor’s Degree,14,2033,1201,14.25,74.33,Australia,69.69
Travel agency manager,Manufacturing,Decreasing,Low,139547.83,PhD,20,2207,9387,7.71,34.88,Canada,70.78
"Development worker, community",Manufacturing,Decreasing,Low,88364.46,High School,2,9497,2250,10.89,16.02,UK,28.27
"Presenter, broadcasting",Education,Increasing,Moderate,33026.64,PhD,15,6547,5087,53.7,14.21,Canada,37.38
Geoscientist,Entertainment,Decreasing,Moderate,59316.98,Master’s Degree,10,1790,3067,66.64,1.61,UK,51.26
Chief Technology Officer,Manufacturing,Increasing,Low,115682.92,PhD,14,2904,5121,96.27,82.6,Canada,61.3
Land/geomatics surveyor,Healthcare,Decreasing,High,121606.97,Associate Degree,10,7770,3546,48.34,64.09,Brazil,63.73
Geoscientist,Retail,Decreasing,Low,75687.5,Associate Degree,15,1851,6841,37.02,6.69,Canada,73.53
Cytogeneticist,Entertainment,Increasing,Low,65974.4,Associate Degree,15,728,2668,85.17,8.24,India,42.19
"Administrator, sports",Healthcare,Increasing,Low,134169.79,PhD,9,3108,823,53.27,11.0,Australia,62.15
Petroleum engineer,IT,Decreasing,Low,135063.93,PhD,14,9818,2900,18.57,85.75,Germany,56.59
Ecologist,Retail,Increasing,Low,119601.63,Bachelor’s Degree,15,6040,6534,8.84,40.8,India,46.57
"Teacher, early years/pre",IT,Decreasing,Low,133304.38,Master’s Degree,13,4477,1683,54.05,84.84,Brazil,49.68
"Scientist, research (maths)",Entertainment,Increasing,Low,60344.28,Master’s Degree,17,8382,1937,24.7,40.26,India,56.5
Psychiatric nurse,Education,Increasing,High,139769.51,High School,9,9468,3724,66.99,53.6,USA,25.97
Location manager,Entertainment,Decreasing,Low,124239.22,Master’s Degree,0,1861,9276,62.74,86.52,China,44.27
Chartered management accountant,Entertainment,Increasing,High,75663.07,Associate Degree,13,7417,6415,36.18,69.07,Germany,30.83
Clothing/textile technologist,Retail,Decreasing,Moderate,83348.41,PhD,6,3222,4228,18.44,21.84,Brazil,52.32
"Research officer, trade union",Entertainment,Decreasing,High,76497.47,Associate Degree,12,5445,2857,47.9,71.22,Canada,70.87
Automotive engineer,Finance,Decreasing,High,111420.83,Master’s Degree,0,2585,8990,19.47,73.0,China,40.06
Forensic psychologist,Finance,Increasing,Moderate,140889.18,High School,7,4670,6008,25.83,64.76,India,59.64
Water engineer,Retail,Decreasing,Moderate,101054.7,Master’s Degree,8,6580,1763,3.34,1.33,Brazil,41.51
Photographer,Healthcare,Increasing,Moderate,61332.83,Bachelor’s Degree,1,8139,3167,72.58,24.06,UK,38.74
Advertising account planner,Entertainment,Decreasing,High,36173.42,Associate Degree,14,1533,6767,43.62,19.55,Germany,48.23
Exhibition designer,Manufacturing,Increasing,Low,74661.45,High School,7,5856,9121,67.33,8.25,UK,37.78
"Engineer, civil (consulting)",Transportation,Increasing,Moderate,32076.72,High School,17,826,9009,58.85,91.38,Australia,50.25
Curator,IT,Decreasing,High,75049.13,Bachelor’s Degree,2,7503,6436,63.31,25.0,Canada,22.78
Petroleum engineer,Finance,Increasing,Low,55950.3,High School,5,4200,6294,47.07,68.73,Germany,59.47
Agricultural engineer,Entertainment,Increasing,Low,143703.28,High School,20,7886,1954,72.11,25.19,Germany,34.42
Neurosurgeon,Finance,Increasing,Low,45460.15,High School,12,5737,121,98.29,14.38,China,64.69
"Therapist, sports",Finance,Increasing,High,82119.7,Associate Degree,5,9617,3057,17.18,81.68,China,56.7
Higher education lecturer,Retail,Decreasing,Low,129464.05,Master’s Degree,2,8803,4305,93.99,2.64,Germany,20.18
"Exhibitions officer, museum/gallery",IT,Increasing,Low,64673.38,Bachelor’s Degree,3,4838,8312,46.11,88.59,Canada,53.67
Television/film/video producer,Finance,Decreasing,Low,104396.95,Master’s Degree,0,3499,1829,69.55,71.69,Australia,35.06
Animal nutritionist,Retail,Increasing,Low,34032.12,Master’s Degree,20,1187,8823,41.06,45.42,UK,46.05
Animator,Retail,Decreasing,High,77014.54,Bachelor’s Degree,0,7492,6422,32.58,29.22,UK,69.28
Financial adviser,IT,Decreasing,Moderate,129266.62,Associate Degree,14,900,9359,66.63,89.31,UK,61.57
"Development worker, community",Finance,Increasing,High,121123.79,Bachelor’s Degree,16,524,9058,60.55,46.19,Canada,23.74
"Pharmacist, community",IT,Decreasing,Low,83197.57,Master’s Degree,8,6533,665,18.08,23.98,USA,21.19
"Scientist, physiological",IT,Decreasing,Low,128838.84,Bachelor’s Degree,20,8148,3081,1.09,59.35,UK,29.82
Proofreader,Healthcare,Decreasing,High,131698.28,Master’s Degree,4,6415,8190,57.56,77.33,UK,74.29
Sales promotion account executive,IT,Increasing,Low,33996.88,Bachelor’s Degree,7,4428,3997,37.41,5.79,Australia,78.58
Systems analyst,Healthcare,Decreasing,High,140601.34,High School,5,4730,5035,25.82,69.58,Brazil,35.78
"Clinical scientist, histocompatibility and immunogenetics",Entertainment,Decreasing,High,49361.08,PhD,9,3912,2054,26.56,93.41,Australia,37.4
"Optician, dispensing",Transportation,Increasing,Moderate,110278.9,Associate Degree,5,6610,1154,86.12,57.47,China,48.18
Camera operator,Transportation,Increasing,Moderate,139632.75,Bachelor’s Degree,19,5980,1729,74.9,87.68,India,29.17
Product designer,Healthcare,Increasing,High,32468.49,High School,19,1649,5992,18.63,51.5,Australia,23.54
Hydrographic surveyor,IT,Decreasing,High,139427.63,High School,18,9325,1510,4.88,1.32,USA,44.85
Tax inspector,Entertainment,Increasing,Moderate,124889.04,Associate Degree,14,4295,7631,53.71,15.44,Australia,33.69
Best boy,Manufacturing,Decreasing,Low,127472.69,PhD,2,2538,381,38.09,32.62,China,71.78
Tour manager,Transportation,Increasing,High,135509.17,Bachelor’s Degree,0,1656,7998,92.07,64.89,Canada,29.1
Dentist,Entertainment,Increasing,Moderate,48425.96,High School,4,2542,9779,5.16,85.31,Germany,65.9
"Education officer, museum",Manufacturing,Increasing,Low,129467.82,Associate Degree,14,9463,6886,19.82,21.36,UK,60.96
Public librarian,Education,Increasing,Low,143618.75,PhD,10,3192,9535,54.51,45.92,Germany,34.08
Probation officer,Healthcare,Decreasing,Moderate,101339.93,Master’s Degree,4,6308,2585,48.3,33.93,USA,65.18
"Programme researcher, broadcasting/film/video",Healthcare,Decreasing,High,78071.81,Associate Degree,18,3988,5145,45.98,3.98,India,40.08
Catering manager,Manufacturing,Decreasing,Low,72577.11,Associate Degree,17,9468,3243,22.14,65.39,Australia,62.92
Claims inspector/assessor,Retail,Decreasing,High,75323.98,PhD,8,6781,7590,80.64,38.45,China,72.15
Technical author,IT,Increasing,Moderate,107230.18,High School,7,9270,1690,29.16,78.52,Australia,24.46
"Engineer, communications",Finance,Decreasing,High,40315.58,Master’s Degree,0,6228,6297,48.45,97.49,China,23.84
"Designer, textile",Healthcare,Increasing,Low,65422.38,Master’s Degree,0,1862,1301,39.27,61.32,Canada,48.44
Chief Marketing Officer,Healthcare,Increasing,High,142736.02,High School,14,5102,9772,46.38,11.79,Australia,59.06
Medical illustrator,Education,Decreasing,High,87133.14,PhD,2,6608,9653,26.37,43.15,Canada,24.93
Occupational psychologist,Manufacturing,Decreasing,Low,128076.69,PhD,4,1916,9684,23.08,7.93,USA,23.9
Comptroller,Healthcare,Increasing,Moderate,107470.47,PhD,13,4887,8041,66.57,3.84,Australia,21.62
"Designer, multimedia",Education,Increasing,Low,121413.45,PhD,14,5464,785,25.92,12.88,Brazil,22.69
Proofreader,IT,Increasing,Low,127600.31,PhD,10,9474,2973,94.09,26.84,UK,67.78
Clinical psychologist,Transportation,Increasing,High,69967.03,PhD,3,8450,1582,57.77,73.14,Australia,30.04
Database administrator,Entertainment,Increasing,High,123091.96,High School,19,3886,9446,10.37,69.62,Australia,78.85
Bonds trader,Entertainment,Increasing,Low,137217.74,Bachelor’s Degree,1,3414,4166,4.39,88.13,Canada,74.98
"Investment banker, corporate",Healthcare,Decreasing,Low,41453.36,Master’s Degree,19,1445,6596,63.28,80.14,Germany,59.11
Commercial art gallery manager,Retail,Decreasing,Moderate,130929.94,PhD,13,9572,1631,91.18,80.04,Brazil,22.72
"Horticulturist, commercial",IT,Decreasing,Low,133590.35,Associate Degree,18,1368,367,90.38,60.7,Canada,63.99
Private music teacher,Education,Decreasing,Low,136597.28,Associate Degree,12,730,8289,77.43,96.28,Brazil,45.86
"Physicist, medical",Finance,Increasing,High,104342.82,Bachelor’s Degree,8,331,6996,79.91,8.57,Germany,35.6
Civil Service fast streamer,Entertainment,Decreasing,Moderate,73672.93,Master’s Degree,6,3271,8250,86.55,9.8,UK,20.38
Naval architect,Healthcare,Decreasing,High,83401.35,Master’s Degree,12,5585,1578,55.01,12.94,UK,58.87
Mudlogger,Entertainment,Decreasing,Low,45491.5,High School,7,9457,933,32.54,55.16,Canada,74.37
Social worker,Retail,Increasing,Moderate,129288.97,High School,0,7530,7156,79.36,75.18,UK,35.29
Legal secretary,Retail,Increasing,High,125584.29,Associate Degree,10,9703,4111,61.77,48.54,Canada,37.57
Barrister's clerk,Transportation,Decreasing,Low,91187.71,Master’s Degree,12,5461,7698,98.85,64.45,Canada,33.91
Chartered accountant,Education,Increasing,Low,105647.0,PhD,18,223,4968,80.91,27.16,India,32.81
Homeopath,Manufacturing,Increasing,Moderate,142087.14,Master’s Degree,12,6442,2401,95.58,69.79,Germany,63.79
Press sub,Finance,Increasing,Low,76813.18,PhD,1,3564,7046,51.2,83.52,Brazil,34.84
Midwife,Education,Increasing,Low,92321.65,High School,6,1230,8342,47.15,95.48,UK,29.84
International aid/development worker,Manufacturing,Decreasing,High,95145.49,High School,7,1004,6763,22.07,6.38,Canada,47.66
Diagnostic radiographer,Manufacturing,Decreasing,High,127484.61,Master’s Degree,8,1813,2747,11.84,91.64,China,75.55
Social worker,Finance,Increasing,Low,80985.72,High School,11,1499,6503,30.89,86.63,USA,70.76
Photographer,Entertainment,Decreasing,High,70859.68,Associate Degree,4,3127,2543,73.56,25.81,China,42.69
"Administrator, charities/voluntary organisations",Healthcare,Increasing,Low,147121.64,Bachelor’s Degree,4,4100,660,16.59,97.67,Germany,29.25
Chartered certified accountant,Finance,Increasing,Moderate,58083.58,PhD,11,3347,599,93.81,43.13,UK,47.25
Statistician,Finance,Decreasing,Low,101396.37,High School,10,4616,1942,18.54,77.64,Canada,48.54
"Lecturer, higher education",Retail,Decreasing,Moderate,99918.58,High School,7,4902,3923,22.32,59.45,UK,76.39
Contractor,Healthcare,Increasing,Moderate,127051.54,Bachelor’s Degree,10,4733,6132,39.51,29.88,USA,36.51
Pathologist,Healthcare,Increasing,Low,98013.03,Bachelor’s Degree,12,4335,1402,95.6,3.47,Australia,40.3
"Engineer, building services",Healthcare,Increasing,Low,54301.63,Master’s Degree,9,3871,4577,22.72,3.49,Germany,33.56
Banker,Transportation,Decreasing,Low,58464.41,High School,12,1506,7577,39.84,89.64,Australia,62.16
Economist,IT,Increasing,Moderate,112970.92,High School,6,5290,6527,61.64,18.79,Australia,35.46
Insurance risk surveyor,Education,Increasing,High,63326.58,High School,4,1306,9446,15.43,79.5,UK,23.4
Multimedia specialist,Transportation,Decreasing,High,30619.1,Associate Degree,16,4010,2133,0.36,36.39,China,70.95
Broadcast journalist,Entertainment,Decreasing,Low,131392.07,Associate Degree,6,7066,7839,90.23,75.71,UK,20.01
Marine scientist,Healthcare,Increasing,Moderate,83025.9,Bachelor’s Degree,5,4139,8218,8.11,83.93,Germany,58.97
Advertising art director,Transportation,Increasing,High,40250.1,PhD,11,7306,3968,93.8,7.91,UK,73.43
"Psychotherapist, dance movement",Retail,Increasing,Moderate,67693.57,Associate Degree,6,8500,2694,27.66,30.22,China,22.33
Financial manager,Entertainment,Decreasing,High,59322.49,Master’s Degree,1,9652,8133,84.89,9.16,Germany,46.73
Soil scientist,Education,Increasing,Moderate,34699.14,Associate Degree,19,1160,5644,65.03,39.51,Canada,49.19
Production manager,Education,Increasing,High,86510.91,High School,9,3317,2400,99.13,25.9,China,75.66
"Surveyor, commercial/residential",Finance,Increasing,Moderate,94752.36,High School,10,3171,8831,45.81,84.17,Germany,65.42
Retail banker,Transportation,Decreasing,Low,74471.96,High School,17,6229,5411,58.52,72.03,USA,73.32
Immunologist,Transportation,Increasing,Moderate,94331.51,Bachelor’s Degree,16,1289,5936,25.79,40.19,Brazil,39.51
Cabin crew,Transportation,Increasing,Moderate,103659.83,Bachelor’s Degree,7,8626,788,83.56,76.85,Australia,61.03
Legal secretary,Transportation,Decreasing,High,81523.81,Bachelor’s Degree,16,4523,867,24.06,30.31,Germany,25.99
Retail buyer,Manufacturing,Increasing,Low,140086.72,High School,5,4332,2624,3.7,55.33,Australia,62.98
Accommodation manager,Retail,Decreasing,Low,111534.42,Associate Degree,6,7946,9212,0.24,71.18,USA,75.17
"Surveyor, hydrographic",Finance,Increasing,High,127549.63,High School,2,1405,7985,93.8,90.46,USA,63.71
"Runner, broadcasting/film/video",Finance,Increasing,High,106911.33,Master’s Degree,9,972,5511,36.86,42.12,Australia,73.52
Ship broker,Healthcare,Increasing,Moderate,52791.85,High School,14,3505,8329,24.91,2.34,USA,55.05
Television floor manager,IT,Increasing,Moderate,116241.54,Associate Degree,4,587,3782,93.21,19.02,Brazil,24.29
"Social research officer, government",Retail,Increasing,Moderate,97720.77,PhD,7,687,4198,32.61,60.46,UK,22.39
Higher education careers adviser,IT,Decreasing,Low,121980.75,High School,1,1004,8884,64.81,31.25,China,59.25
Firefighter,Entertainment,Decreasing,High,58544.04,PhD,0,4821,2001,35.19,39.98,India,44.94
"Optician, dispensing",Entertainment,Increasing,Moderate,52217.13,Bachelor’s Degree,3,7043,2837,26.92,11.92,Australia,35.97
Astronomer,IT,Increasing,High,120715.1,High School,13,6697,9682,8.54,5.01,Germany,58.44
"Engineer, technical sales",Education,Decreasing,High,108913.33,PhD,13,7291,9935,40.22,13.54,Brazil,54.5
Estate agent,Finance,Increasing,Moderate,120901.82,High School,1,9892,3975,26.23,68.1,Germany,46.99
Counselling psychologist,Retail,Decreasing,Moderate,145231.97,High School,2,9335,956,79.36,27.28,India,68.62
Visual merchandiser,Transportation,Increasing,Low,57445.9,PhD,8,5154,4669,13.86,26.11,UK,30.6
Photographer,Entertainment,Increasing,High,92815.92,High School,12,8084,8511,44.74,1.98,Canada,54.0
Tourism officer,IT,Decreasing,Moderate,33943.9,PhD,20,8492,1297,87.71,85.09,Canada,29.11
Music tutor,Education,Decreasing,High,78568.36,PhD,4,1207,9398,32.48,32.61,UK,34.62
"Buyer, retail",Transportation,Increasing,Low,104349.36,PhD,0,435,2224,52.73,21.5,China,24.92
"Social research officer, government",Education,Increasing,Low,86544.73,Bachelor’s Degree,0,2177,8378,96.31,32.13,China,73.38
Dealer,IT,Increasing,High,51028.1,High School,8,2783,1277,3.52,28.07,Australia,51.81
Best boy,Manufacturing,Decreasing,Moderate,116275.93,PhD,2,1747,5859,71.83,50.34,USA,57.25
Tax adviser,Transportation,Increasing,Moderate,93587.09,PhD,12,5691,7798,57.34,37.62,Brazil,45.24
Prison officer,Finance,Increasing,Moderate,35719.22,Associate Degree,2,1193,3403,99.69,50.1,India,68.9
Landscape architect,Healthcare,Increasing,Low,87013.7,Bachelor’s Degree,12,3922,2228,2.55,79.83,Brazil,50.38
Exercise physiologist,Education,Decreasing,Low,36521.08,PhD,8,7933,7440,3.69,58.01,Canada,73.16
"Education officer, environmental",IT,Increasing,Moderate,103650.38,Bachelor’s Degree,1,4679,4756,64.67,73.1,UK,41.08
Nature conservation officer,Manufacturing,Increasing,Low,74200.22,High School,4,5447,1474,54.99,46.08,USA,63.27
Emergency planning/management officer,Education,Increasing,Moderate,137625.53,Bachelor’s Degree,7,1473,2045,80.73,3.03,Germany,51.02
Psychiatric nurse,Transportation,Increasing,High,39434.3,Bachelor’s Degree,8,5705,2465,17.64,26.95,China,45.9
Armed forces operational officer,Education,Decreasing,Moderate,109235.04,High School,14,7198,9851,44.76,31.36,USA,21.29
"Engineer, mining",Healthcare,Increasing,Moderate,42525.9,Master’s Degree,8,758,4852,48.55,46.41,Germany,40.39
"Runner, broadcasting/film/video",Transportation,Decreasing,Moderate,94740.73,Master’s Degree,1,8798,6049,55.07,93.52,UK,39.34
Tourism officer,Education,Increasing,Low,69782.61,High School,19,1232,1044,14.4,90.78,China,52.01
Pension scheme manager,Healthcare,Decreasing,Low,110456.81,PhD,17,1688,4409,39.09,86.29,China,78.38
"Surveyor, planning and development",Retail,Increasing,High,56390.04,PhD,12,9641,9533,63.63,15.75,Australia,53.84
"Embryologist, clinical",Healthcare,Increasing,Low,95840.84,Master’s Degree,18,8669,964,86.38,19.37,Australia,31.0
Clinical embryologist,Finance,Increasing,Low,122947.59,Bachelor’s Degree,19,4699,7695,49.23,77.07,USA,54.57
Occupational therapist,Healthcare,Decreasing,Moderate,81099.05,High School,12,1058,3013,8.72,66.49,Brazil,75.89
Press photographer,Manufacturing,Decreasing,High,98674.09,Bachelor’s Degree,6,6316,1217,2.51,2.91,Canada,60.09
Clinical research associate,Healthcare,Decreasing,Low,87083.23,Bachelor’s Degree,2,6739,1330,52.69,1.43,Germany,33.68
Sub,Healthcare,Increasing,Low,53074.36,Bachelor’s Degree,11,4567,5989,57.49,74.47,Australia,40.62
Barrister's clerk,IT,Increasing,Low,74702.24,Associate Degree,7,3626,432,94.88,78.02,Australia,52.7
"Engineer, maintenance (IT)",Manufacturing,Increasing,Low,66576.7,High School,19,5174,8621,10.42,7.48,China,37.1
Paediatric nurse,Retail,Increasing,Moderate,134734.03,Bachelor’s Degree,11,8201,2167,94.29,72.53,Canada,27.08
Sports therapist,Finance,Increasing,Moderate,103666.24,Master’s Degree,5,2877,1106,13.67,83.9,Canada,67.57
Ergonomist,Healthcare,Increasing,Low,111502.3,Associate Degree,17,5969,838,74.92,0.97,USA,46.94
"Scientist, forensic",Transportation,Increasing,Moderate,94747.59,Associate Degree,10,3404,3974,49.83,10.12,Canada,22.23
Mining engineer,IT,Increasing,High,92451.01,Bachelor’s Degree,16,7706,116,55.7,99.95,India,24.71
Sports development officer,Manufacturing,Decreasing,Low,144812.28,Master’s Degree,2,8472,3125,29.83,12.89,Germany,72.94
"Geneticist, molecular",Entertainment,Decreasing,Moderate,125827.47,PhD,15,3627,9321,38.74,43.36,Canada,72.03
"Scientist, physiological",Retail,Increasing,High,141731.12,Bachelor’s Degree,1,4676,3807,61.63,3.37,Canada,68.8
"Administrator, Civil Service",Retail,Increasing,High,116923.36,PhD,10,6502,4293,95.99,20.67,UK,35.59
"Administrator, education",Retail,Increasing,High,128108.08,Associate Degree,13,9197,7790,22.74,88.79,UK,57.39
Chemical engineer,Manufacturing,Increasing,Low,118574.02,Associate Degree,6,783,3921,54.25,70.41,UK,64.37
Community development worker,Healthcare,Increasing,Moderate,116225.91,PhD,2,1316,2099,90.54,48.09,Australia,52.56
"Merchandiser, retail",IT,Decreasing,Moderate,98417.09,PhD,9,1887,3246,91.43,41.58,USA,70.15
Clinical molecular geneticist,IT,Decreasing,Low,57079.93,Master’s Degree,17,1063,583,31.07,73.38,Australia,56.94
Town planner,Retail,Increasing,Moderate,68268.78,PhD,10,3547,9853,89.12,7.23,Australia,46.2
Science writer,Entertainment,Decreasing,Moderate,51557.51,Master’s Degree,17,2543,4899,94.14,82.38,USA,40.08
Horticultural consultant,Healthcare,Increasing,High,145381.3,Master’s Degree,4,9918,5071,57.29,59.19,India,36.26
Secretary/administrator,IT,Increasing,High,62036.62,Bachelor’s Degree,18,8292,6527,16.02,14.7,Canada,46.83
Theatre director,Healthcare,Increasing,High,141539.55,Associate Degree,4,6112,6377,12.3,15.74,Canada,42.94
"Psychologist, occupational",Entertainment,Decreasing,High,134012.69,Master’s Degree,2,8991,1696,91.49,18.98,Canada,28.73
Scientific laboratory technician,IT,Decreasing,Moderate,37348.09,PhD,20,5425,6800,63.73,52.72,Brazil,27.16
"Education officer, museum",Healthcare,Decreasing,Low,144347.43,High School,9,1564,4907,3.5,84.89,USA,30.33
"Engineer, structural",Manufacturing,Increasing,Low,94572.37,Bachelor’s Degree,18,9407,7164,44.98,17.94,Brazil,35.94
Broadcast presenter,IT,Decreasing,High,100000.72,Associate Degree,19,6839,7955,37.57,80.25,India,57.42
Sales executive,Entertainment,Increasing,Moderate,30156.32,Master’s Degree,18,8197,6662,7.77,61.8,Australia,66.02
Chartered management accountant,Healthcare,Increasing,Low,62231.55,Master’s Degree,15,9150,9220,26.71,2.26,Brazil,75.34
Artist,Education,Increasing,Low,30959.56,High School,18,4939,9066,26.32,6.11,Brazil,73.8
Bookseller,Healthcare,Decreasing,Moderate,71251.88,Bachelor’s Degree,6,2417,1502,90.81,56.76,China,38.21
Advice worker,Manufacturing,Decreasing,Low,129883.01,Bachelor’s Degree,20,4779,8549,65.41,29.55,China,62.4
Science writer,Finance,Decreasing,Moderate,112701.98,PhD,0,5565,6038,29.63,83.67,Germany,42.83
Agricultural engineer,Finance,Increasing,Moderate,44817.23,Master’s Degree,6,1319,5313,11.11,98.54,USA,59.02
Museum education officer,Manufacturing,Increasing,Moderate,33957.87,Associate Degree,19,6089,9503,52.78,76.21,USA,21.34
Community arts worker,Entertainment,Decreasing,High,38204.7,Bachelor’s Degree,7,6699,2651,79.68,16.2,Canada,59.48
"Journalist, newspaper",Entertainment,Decreasing,Low,95815.39,Master’s Degree,7,2293,9199,41.17,16.58,UK,41.28
Retail buyer,Healthcare,Increasing,High,45430.62,High School,8,6362,5411,7.75,60.52,Canada,43.06
Teaching laboratory technician,Manufacturing,Decreasing,High,101623.12,High School,9,7913,5993,47.14,88.22,Australia,28.88
Ship broker,Transportation,Increasing,Low,131243.3,Master’s Degree,4,8568,8252,1.43,2.14,UK,44.03
Animal technologist,Entertainment,Increasing,Low,111228.21,Master’s Degree,12,9226,5727,45.93,53.94,Germany,36.37
Retail manager,Retail,Increasing,Moderate,148130.24,Bachelor’s Degree,17,762,7310,61.58,2.72,USA,35.86
Applications developer,Transportation,Decreasing,Moderate,142805.05,Master’s Degree,5,8562,9921,85.08,18.17,Canada,39.17
Herpetologist,Retail,Increasing,Low,42194.36,Associate Degree,3,9270,5754,17.08,36.53,Germany,50.44
Magazine journalist,Healthcare,Decreasing,High,68870.39,Master’s Degree,6,3462,4819,30.31,12.64,India,70.34
Water engineer,Finance,Increasing,Low,93305.94,PhD,11,324,2149,33.58,70.97,India,43.06
"Engineer, communications",Education,Increasing,Low,89384.02,High School,17,6070,444,91.55,0.12,Germany,47.23
"Optician, dispensing",Healthcare,Increasing,Low,149520.57,Bachelor’s Degree,0,6383,3073,87.52,31.91,Germany,30.9
"Teacher, secondary school",Healthcare,Decreasing,Moderate,40392.33,High School,2,4392,2289,31.12,15.98,India,57.7
Press sub,Finance,Increasing,Low,127094.93,Bachelor’s Degree,6,7596,1429,66.94,94.55,Canada,42.7
Make,Entertainment,Increasing,Moderate,135624.68,PhD,9,7159,7607,34.35,79.71,Australia,24.96
Podiatrist,Finance,Decreasing,High,148364.99,High School,12,573,7013,12.83,43.99,China,24.32
Nature conservation officer,Transportation,Increasing,Moderate,46161.73,High School,20,5564,8381,1.64,28.34,Germany,38.27
"Buyer, retail",Healthcare,Decreasing,Low,43981.27,Bachelor’s Degree,5,9508,9223,96.01,1.36,Germany,69.1
Toxicologist,Healthcare,Increasing,Moderate,36377.59,Associate Degree,10,3673,5461,91.93,0.6,USA,58.78
"Designer, television/film set",Entertainment,Increasing,Low,128242.47,Associate Degree,3,9307,9349,67.76,76.94,UK,51.68
"Exhibitions officer, museum/gallery",Healthcare,Increasing,High,36935.43,Master’s Degree,17,8792,1886,82.25,73.37,China,31.45
Mining engineer,IT,Decreasing,Moderate,98357.97,PhD,4,1885,8800,78.25,57.43,Canada,70.55
"Therapist, horticultural",Retail,Decreasing,High,61687.23,PhD,20,2378,5027,84.61,85.08,Brazil,40.82
Occupational hygienist,Finance,Increasing,Low,89221.27,Master’s Degree,8,1500,6625,40.32,94.26,Canada,55.06
Arts administrator,Transportation,Increasing,High,57041.73,PhD,17,3247,471,72.14,45.29,Germany,33.25
Radio producer,Retail,Decreasing,Low,77336.57,PhD,15,9477,3931,52.39,13.16,Australia,68.33
Learning disability nurse,Finance,Decreasing,High,34125.1,Master’s Degree,14,1036,7179,18.51,34.36,Canada,57.41
Homeopath,Retail,Increasing,Moderate,89686.04,High School,16,2241,8222,28.64,48.06,China,22.99
Colour technologist,Manufacturing,Decreasing,Low,100618.92,High School,15,7144,8735,96.95,98.33,USA,51.62
Fisheries officer,Finance,Decreasing,Moderate,61331.5,Associate Degree,14,1501,9302,72.56,68.75,Canada,75.94
Air traffic controller,Entertainment,Decreasing,Moderate,33815.14,Associate Degree,18,4855,2943,32.7,21.73,Germany,59.13
Quality manager,Entertainment,Increasing,Moderate,132006.92,Bachelor’s Degree,10,1753,3574,54.36,17.78,Canada,52.65
"Engineer, automotive",Education,Decreasing,Moderate,130048.13,High School,17,3555,2547,70.41,53.42,USA,29.53
Investment analyst,Finance,Increasing,Low,84311.01,Bachelor’s Degree,17,3758,733,18.9,42.24,China,28.02
Community arts worker,Retail,Decreasing,Low,90301.03,Associate Degree,16,4260,9178,53.14,64.96,Australia,21.92
Broadcast engineer,Retail,Increasing,Moderate,38312.44,Bachelor’s Degree,10,2972,5174,89.86,9.61,Canada,56.98
"Designer, graphic",Finance,Increasing,High,122705.6,Associate Degree,2,5756,5315,81.62,88.83,Australia,21.35
"Scientist, product/process development",Transportation,Decreasing,Low,133853.0,Master’s Degree,4,5148,6405,83.56,93.92,Australia,24.72
Curator,IT,Increasing,Low,108981.99,Associate Degree,1,4407,8877,52.17,31.13,Canada,29.06
Financial manager,Entertainment,Increasing,Moderate,109924.72,Bachelor’s Degree,18,5631,8800,27.13,54.51,Brazil,46.26
Multimedia programmer,Education,Decreasing,Moderate,107303.19,Master’s Degree,4,1918,898,93.57,60.02,Brazil,27.45
"Engineer, site",Retail,Increasing,Moderate,79369.64,High School,0,6678,5665,45.03,65.97,UK,63.03
Product designer,Manufacturing,Increasing,Low,70333.05,Master’s Degree,11,3119,7414,82.01,74.38,India,67.27
Manufacturing systems engineer,Retail,Decreasing,Low,77387.3,Bachelor’s Degree,8,8916,2490,74.47,32.21,India,27.73
"Nurse, mental health",IT,Increasing,Low,59406.51,Master’s Degree,10,2370,8412,61.21,54.57,UK,37.12
Paramedic,Finance,Decreasing,Moderate,114999.12,Bachelor’s Degree,7,313,695,37.02,26.24,India,56.18
Colour technologist,Retail,Increasing,High,30109.9,PhD,8,1633,5875,15.23,93.26,India,27.92
Camera operator,Retail,Increasing,High,34120.78,PhD,3,2859,9040,62.68,62.46,USA,60.98
"Education officer, community",Education,Increasing,Low,129939.32,PhD,9,5341,1955,85.93,41.61,Germany,22.25
Fitness centre manager,Education,Increasing,Moderate,73594.46,High School,2,482,4563,19.99,49.72,USA,32.37
Associate Professor,Healthcare,Decreasing,High,137585.77,Master’s Degree,18,6202,4670,44.23,37.21,India,72.57
Actuary,IT,Decreasing,Moderate,76782.29,Master’s Degree,1,1324,7822,61.05,31.0,Germany,40.04
"Investment banker, operational",Finance,Increasing,Low,133446.16,High School,1,9513,826,68.83,10.79,Germany,66.64
"Engineer, aeronautical",Finance,Decreasing,High,113123.77,Associate Degree,11,4574,5579,34.05,3.28,USA,50.13
Psychiatrist,Finance,Decreasing,Low,50678.91,Master’s Degree,1,6149,1007,6.93,24.3,India,26.46
"Designer, television/film set",Education,Increasing,High,91970.06,Associate Degree,3,7331,8909,27.7,32.95,Germany,47.16
"Editor, magazine features",Retail,Decreasing,High,104045.85,Bachelor’s Degree,7,5347,6900,85.62,37.94,China,22.27
Risk manager,Education,Decreasing,Moderate,83482.03,High School,11,2705,1588,47.08,66.61,India,74.38
Engineering geologist,Retail,Decreasing,Low,95007.45,Bachelor’s Degree,20,1162,1007,48.85,48.03,Australia,38.3
Careers adviser,Finance,Decreasing,Moderate,146038.73,PhD,14,7528,6732,68.78,3.85,Germany,39.46
Clinical embryologist,Education,Decreasing,Low,94259.12,High School,0,5037,9269,24.86,82.05,Canada,56.27
Arts administrator,IT,Decreasing,Low,78823.74,High School,16,2148,1941,93.22,33.17,Brazil,42.73
"Therapist, drama",Transportation,Increasing,Moderate,119808.76,Associate Degree,14,6808,3719,57.44,63.58,UK,57.03
Community pharmacist,Healthcare,Decreasing,High,50318.91,High School,19,5897,4601,37.82,13.3,Canada,57.48
Community pharmacist,Entertainment,Increasing,Moderate,81759.05,PhD,12,7123,3680,30.92,44.24,UK,63.48
Pathologist,Finance,Decreasing,Moderate,106494.43,Associate Degree,7,1318,6528,90.3,7.43,China,73.31
"Designer, television/film set",Education,Decreasing,Low,97048.13,Master’s Degree,1,2114,1818,6.09,26.43,Australia,47.76
Chartered accountant,Finance,Decreasing,Low,140132.58,PhD,9,4544,5069,28.14,64.16,Germany,62.66
Insurance claims handler,Retail,Increasing,High,50323.56,PhD,1,5750,5837,18.68,6.01,China,20.6
Photographer,Education,Increasing,High,63293.47,Master’s Degree,6,1807,6218,23.7,99.1,China,33.04
Insurance claims handler,Transportation,Increasing,High,56105.37,Bachelor’s Degree,7,8042,7155,7.24,40.68,China,30.54
Holiday representative,Transportation,Decreasing,High,138910.31,PhD,11,8465,6568,62.85,87.48,Brazil,36.14
Tax inspector,Retail,Increasing,Low,108796.03,PhD,8,602,1555,80.53,16.05,UK,49.8
Field seismologist,IT,Increasing,Moderate,51049.37,High School,15,8978,3470,84.92,79.72,India,50.58
"Accountant, chartered",Transportation,Decreasing,Low,42495.48,Associate Degree,20,7791,6409,94.26,35.48,Germany,67.1
Radio broadcast assistant,IT,Decreasing,Moderate,75010.59,Master’s Degree,8,3372,873,44.38,87.26,Brazil,61.79
Clinical biochemist,IT,Increasing,Low,131713.79,Associate Degree,18,9891,2884,51.15,0.04,Brazil,62.43
Air traffic controller,Entertainment,Increasing,Moderate,70762.72,Bachelor’s Degree,17,4456,5386,22.38,28.66,Brazil,31.76
International aid/development worker,Finance,Decreasing,Moderate,60960.94,Master’s Degree,11,7184,780,46.43,37.74,Germany,56.05
"Producer, radio",Healthcare,Decreasing,Low,41206.45,PhD,12,2068,1978,44.95,99.16,UK,69.41
"Conservator, furniture",Finance,Decreasing,Moderate,103801.99,PhD,9,8882,2629,27.33,67.78,Germany,63.02
Contracting civil engineer,Transportation,Decreasing,Moderate,96929.7,Bachelor’s Degree,19,579,8858,23.79,41.0,Australia,47.75
"Surveyor, building control",Education,Increasing,Moderate,108595.34,High School,6,5805,554,24.12,19.52,UK,56.56
"Engineer, materials",Retail,Decreasing,Low,61830.78,Bachelor’s Degree,3,6091,7396,17.29,61.32,USA,44.59
"Horticulturist, amenity",Entertainment,Increasing,Moderate,143813.05,Associate Degree,16,2073,3114,67.04,70.84,Canada,49.36
"Optician, dispensing",Transportation,Decreasing,Moderate,145597.91,High School,4,166,2565,97.58,88.3,China,73.37
"Biochemist, clinical",Manufacturing,Increasing,High,121032.11,High School,15,7891,660,66.02,23.92,Brazil,65.7
Event organiser,Healthcare,Decreasing,High,86160.47,Master’s Degree,6,8815,5788,98.71,51.95,USA,69.92
Furniture designer,Healthcare,Decreasing,Moderate,30451.39,Bachelor’s Degree,12,2671,2883,46.88,49.23,USA,69.94
Financial planner,Retail,Decreasing,Low,149760.21,Associate Degree,15,4276,2006,94.16,70.47,USA,70.78
Aid worker,Retail,Increasing,Low,146272.56,PhD,6,8358,1808,57.13,28.12,USA,59.87
"Engineer, aeronautical",Manufacturing,Decreasing,High,118022.18,Bachelor’s Degree,8,8794,9102,39.2,37.87,Brazil,65.52
"Engineer, biomedical",Manufacturing,Decreasing,High,51699.79,Bachelor’s Degree,0,6071,6835,4.21,83.14,Canada,33.81
Manufacturing systems engineer,Manufacturing,Increasing,Moderate,93441.79,High School,15,5274,4349,67.85,71.98,UK,26.88
"Engineer, materials",Healthcare,Increasing,High,55496.18,Associate Degree,4,9981,3441,15.59,18.63,Canada,21.66
"Pilot, airline",Education,Decreasing,Moderate,102262.62,High School,5,1843,345,70.23,97.34,Germany,54.64
"Engineer, water",Transportation,Increasing,Low,65990.26,High School,19,6606,1368,0.49,33.82,UK,31.64
Biomedical scientist,Healthcare,Decreasing,High,67045.05,Bachelor’s Degree,18,1767,351,53.22,18.31,Canada,41.82
Higher education lecturer,Education,Increasing,Low,88779.52,High School,16,6989,1619,26.93,66.08,India,63.2
Commercial/residential surveyor,Retail,Decreasing,High,42710.81,Bachelor’s Degree,3,4467,1678,46.81,37.1,Brazil,46.24
"Engineer, technical sales",Healthcare,Decreasing,Low,134660.92,Bachelor’s Degree,7,1698,3595,52.25,24.42,UK,24.22
"Scientist, water quality",Entertainment,Increasing,Low,110216.54,Bachelor’s Degree,0,7223,1957,93.22,8.74,Germany,77.13
Contracting civil engineer,Healthcare,Decreasing,Moderate,52592.8,Master’s Degree,15,6279,3127,60.18,28.51,Canada,31.71
Dispensing optician,Healthcare,Increasing,Moderate,40680.92,High School,20,8221,689,69.67,41.27,UK,27.92
Barrister's clerk,Finance,Decreasing,High,132011.7,High School,20,8059,7417,50.43,63.86,Australia,37.65
Sports coach,Entertainment,Decreasing,Moderate,66056.31,PhD,20,5041,9447,52.87,18.3,China,38.85
Mining engineer,Manufacturing,Decreasing,Low,93509.42,Master’s Degree,9,3761,1416,43.49,93.56,Canada,25.7
Financial risk analyst,IT,Decreasing,Low,75857.22,Bachelor’s Degree,14,8733,8921,4.09,24.08,China,60.15
"Radiographer, therapeutic",Education,Increasing,Moderate,129002.25,PhD,7,1488,5201,61.74,71.64,Canada,67.71
Tourism officer,Healthcare,Decreasing,Moderate,115330.99,High School,2,8666,8469,92.3,85.15,USA,23.48
Dramatherapist,Retail,Decreasing,High,119118.96,High School,20,4203,2965,73.34,4.07,Brazil,76.01
"Programmer, systems",Entertainment,Increasing,Moderate,120199.38,Bachelor’s Degree,10,7319,1267,61.2,72.92,India,30.2
"Physicist, medical",Transportation,Decreasing,High,44004.37,Associate Degree,6,5176,1608,36.1,19.62,UK,20.01
Architect,Retail,Increasing,Moderate,116363.87,Associate Degree,14,9978,7936,61.15,29.46,USA,62.39
Call centre manager,Transportation,Increasing,Moderate,120636.65,Master’s Degree,6,3255,9490,60.15,17.09,USA,42.35
Horticultural consultant,IT,Increasing,High,93921.79,Master’s Degree,16,756,1515,73.86,74.21,USA,72.14
Fisheries officer,Retail,Increasing,Moderate,71637.2,PhD,15,987,1392,28.75,31.19,Canada,64.21
Child psychotherapist,Education,Decreasing,High,128772.36,PhD,9,9716,2799,8.4,46.14,India,67.63
Education administrator,Entertainment,Increasing,High,41631.91,Master’s Degree,15,661,9475,52.35,51.12,Brazil,33.25
Diagnostic radiographer,Manufacturing,Decreasing,Low,97701.99,Master’s Degree,9,7731,768,33.13,21.45,India,38.39
Child psychotherapist,IT,Decreasing,Low,148716.14,High School,17,7148,6470,37.99,48.4,China,22.11
Chartered certified accountant,IT,Increasing,Low,61171.13,PhD,11,403,560,63.89,36.87,Canada,36.25
Museum/gallery curator,Finance,Increasing,Low,143479.83,High School,10,7212,350,30.21,60.02,Australia,57.47
Ambulance person,IT,Increasing,High,104011.83,Master’s Degree,18,4842,5280,36.58,46.09,India,66.89
"Editor, commissioning",Transportation,Increasing,High,76413.46,Bachelor’s Degree,12,1655,7766,90.51,94.13,UK,27.02
Retail manager,Healthcare,Increasing,Low,62240.62,Associate Degree,20,874,6274,16.88,15.92,USA,35.79
Armed forces technical officer,Transportation,Increasing,High,86043.68,High School,8,3724,5416,22.67,31.48,UK,33.05
Computer games developer,Finance,Decreasing,High,78215.52,Bachelor’s Degree,5,7580,1815,35.11,66.99,China,70.55
Graphic designer,Entertainment,Decreasing,Low,130200.51,Master’s Degree,5,861,3062,87.62,99.64,UK,20.82
Early years teacher,Finance,Increasing,Moderate,143830.43,Master’s Degree,5,581,1269,23.77,28.67,UK,36.5
"Exhibitions officer, museum/gallery",IT,Decreasing,Moderate,110194.06,High School,8,2007,1692,87.22,70.67,Canada,36.66
Information systems manager,Healthcare,Decreasing,Moderate,42352.07,Master’s Degree,7,9367,7191,25.01,67.85,UK,20.62
Site engineer,Manufacturing,Decreasing,High,55057.31,Master’s Degree,5,270,3110,42.16,91.5,Brazil,39.31
Warden/ranger,Manufacturing,Increasing,Moderate,74921.8,Associate Degree,16,4804,2430,74.43,86.2,Germany,44.54
"Pharmacist, hospital",IT,Decreasing,Moderate,82857.11,PhD,3,8374,1300,11.39,87.0,Australia,61.25
Sports therapist,Education,Increasing,Moderate,89741.2,Master’s Degree,15,8922,6620,71.88,59.49,Germany,28.34
Dance movement psychotherapist,Retail,Increasing,High,112128.85,Bachelor’s Degree,12,3066,3458,18.79,10.0,Australia,71.14
"Accountant, chartered public finance",Finance,Decreasing,Low,101749.99,High School,7,4255,5602,10.32,66.09,Germany,72.61
Web designer,Transportation,Increasing,High,133107.65,High School,3,9176,8567,40.97,35.07,Canada,37.24
"Surveyor, building control",Manufacturing,Decreasing,Low,121174.89,Associate Degree,11,7712,533,49.92,81.66,China,73.31
Structural engineer,IT,Decreasing,Moderate,83657.86,Master’s Degree,18,9933,8560,90.76,10.87,Canada,69.83
Midwife,Manufacturing,Decreasing,High,90316.07,Bachelor’s Degree,20,4632,4388,51.53,21.01,Australia,32.06
Health visitor,Healthcare,Increasing,High,56013.9,PhD,8,5331,115,67.4,7.31,Germany,65.37
IT sales professional,Entertainment,Decreasing,High,80108.96,High School,19,7194,648,45.27,1.56,Brazil,46.45
Music tutor,Education,Decreasing,Low,80283.5,Master’s Degree,1,1200,4515,81.95,6.02,China,47.14
Chartered accountant,IT,Decreasing,High,63244.48,Master’s Degree,19,3768,2951,29.51,63.63,Brazil,52.59
"Pharmacist, hospital",Manufacturing,Decreasing,Low,35590.57,High School,18,1758,7674,76.88,24.85,India,60.01
Soil scientist,Education,Decreasing,High,38842.39,High School,3,8472,8676,97.35,50.19,China,63.28
Farm manager,IT,Decreasing,Low,121462.14,Bachelor’s Degree,18,6102,6294,19.03,31.63,Canada,47.67
"Engineer, aeronautical",Healthcare,Decreasing,Moderate,126090.76,Bachelor’s Degree,13,5077,2108,18.04,89.81,USA,59.63
Forensic scientist,Entertainment,Decreasing,High,60174.79,Master’s Degree,12,6520,6099,54.18,62.77,Germany,65.52
Television camera operator,Retail,Decreasing,High,76830.04,PhD,6,5621,2219,65.78,15.27,Canada,62.04
Financial trader,Retail,Increasing,Low,99133.42,High School,19,753,7526,61.05,38.2,Australia,30.95
"Sales professional, IT",Manufacturing,Decreasing,Low,146308.61,High School,11,8391,333,11.52,48.14,Canada,50.57
"Journalist, newspaper",Education,Increasing,Low,111682.67,High School,11,6092,1577,59.83,22.5,Germany,35.22
Mental health nurse,Manufacturing,Decreasing,High,115578.57,High School,10,5156,7772,54.99,59.66,UK,20.96
"Nurse, learning disability",Healthcare,Increasing,Moderate,61390.81,Associate Degree,4,6529,5473,45.12,62.24,Canada,54.35
"Designer, fashion/clothing",IT,Increasing,High,103703.04,Master’s Degree,1,8821,6231,39.76,31.01,Australia,26.9
Phytotherapist,Manufacturing,Decreasing,High,113672.51,High School,0,2281,3488,43.87,19.47,Australia,43.67
"Programme researcher, broadcasting/film/video",IT,Decreasing,Low,49277.73,High School,20,9365,8201,14.35,13.83,Australia,76.11
Product designer,Manufacturing,Decreasing,Low,46163.24,High School,12,5057,5329,61.26,76.09,India,72.12
"Engineer, communications",Transportation,Increasing,High,111290.26,Master’s Degree,6,3805,7844,57.4,87.19,Germany,45.7
Computer games developer,Healthcare,Decreasing,High,97568.62,High School,4,5711,2259,6.88,3.28,Brazil,55.57
Chief of Staff,Manufacturing,Increasing,High,84875.95,Master’s Degree,10,7810,8940,91.86,35.72,UK,50.99
Clinical research associate,IT,Decreasing,High,126801.42,High School,17,1357,6874,77.34,83.96,Canada,73.92
Occupational therapist,Finance,Increasing,High,75226.3,Bachelor’s Degree,15,1942,8034,49.02,70.34,Canada,56.35
Interior and spatial designer,Finance,Increasing,Low,120371.93,Associate Degree,16,9902,9836,33.7,99.84,India,47.08
Event organiser,Healthcare,Increasing,High,68239.34,Associate Degree,5,5188,5726,60.23,46.52,USA,61.3
Curator,Entertainment,Increasing,Low,31223.94,Bachelor’s Degree,20,5391,3483,40.77,33.01,Canada,41.11
Patent attorney,Transportation,Decreasing,High,116840.45,Associate Degree,7,9767,5214,62.01,57.12,China,34.67
Garment/textile technologist,Finance,Decreasing,Low,129718.74,Master’s Degree,14,916,7729,46.06,70.73,Australia,66.25
Environmental education officer,Transportation,Increasing,High,73112.96,High School,9,723,7789,79.67,53.61,UK,60.68
Hospital doctor,Finance,Decreasing,Moderate,140955.3,Bachelor’s Degree,3,6645,1401,37.82,53.38,China,41.43
Arts development officer,Retail,Decreasing,High,60151.56,Associate Degree,14,4802,7811,31.18,55.79,India,42.72
"Scientist, research (medical)",Transportation,Decreasing,High,139882.48,Bachelor’s Degree,16,5672,9967,84.46,57.5,Germany,29.28
"Scientist, research (life sciences)",Transportation,Increasing,Low,85946.85,Associate Degree,17,7465,2775,94.3,90.58,UK,31.86
Production manager,Education,Increasing,High,107642.85,High School,11,2088,1916,93.41,2.84,China,32.01
Advice worker,Transportation,Decreasing,Moderate,38601.93,Bachelor’s Degree,12,9718,5564,73.16,29.71,Australia,44.49
Trade mark attorney,Healthcare,Decreasing,Moderate,107613.32,Master’s Degree,4,223,1174,13.26,95.7,Brazil,72.13
Art therapist,Transportation,Decreasing,Moderate,77066.65,High School,4,8946,6072,60.81,12.29,China,53.72
"Producer, television/film/video",Entertainment,Increasing,High,55180.81,Bachelor’s Degree,15,7146,497,54.8,6.91,Germany,51.03
Health visitor,Transportation,Decreasing,Moderate,59336.88,PhD,0,9329,7637,9.27,94.24,China,68.83
"Scientist, physiological",IT,Increasing,High,62525.33,Master’s Degree,18,5412,4792,65.15,91.17,Canada,22.92
"Engineer, materials",Education,Increasing,Moderate,31372.39,PhD,13,7151,5473,95.56,86.13,UK,66.24
Patent attorney,Entertainment,Increasing,Low,108717.13,PhD,6,2572,9642,44.4,35.22,Canada,45.0
Administrator,Manufacturing,Decreasing,Moderate,80761.4,Master’s Degree,5,1072,6908,1.2,84.49,Australia,30.05
"Geologist, wellsite",IT,Increasing,High,133569.09,High School,6,8807,9879,85.6,41.78,USA,67.27
Forensic psychologist,Retail,Increasing,High,43666.37,Associate Degree,2,1765,1270,72.68,46.19,UK,20.17
Secondary school teacher,Retail,Decreasing,Low,102601.73,Master’s Degree,9,6233,6544,77.06,11.56,UK,77.23
Dentist,Transportation,Increasing,Moderate,46857.34,Bachelor’s Degree,6,9869,3491,12.02,51.64,UK,41.52
Careers adviser,Retail,Decreasing,Moderate,64900.82,PhD,6,2868,597,0.08,76.77,Australia,61.53
Paediatric nurse,Finance,Decreasing,High,119284.99,Bachelor’s Degree,1,3473,1510,45.78,75.57,Canada,23.73
Building services engineer,Finance,Increasing,Moderate,116873.91,PhD,7,6034,8264,15.67,74.87,Germany,41.02
"Engineer, chemical",Education,Increasing,Moderate,30255.74,High School,14,441,9437,1.63,91.05,USA,62.37
Company secretary,Entertainment,Decreasing,Moderate,66979.2,High School,11,9382,1069,9.28,51.67,China,79.11
Training and development officer,IT,Decreasing,Low,121353.88,PhD,3,6315,5169,92.12,70.2,Brazil,54.2
"Designer, ceramics/pottery",Finance,Increasing,High,50828.8,Associate Degree,18,2736,7694,18.8,27.79,India,25.77
Site engineer,Entertainment,Decreasing,High,101797.8,Associate Degree,11,8616,8841,17.8,53.75,UK,34.46
"Accountant, chartered",Healthcare,Increasing,High,49700.21,Bachelor’s Degree,10,207,4561,74.52,36.28,UK,34.09
Contractor,Entertainment,Increasing,High,81629.38,Master’s Degree,2,9427,3537,96.7,32.61,Australia,72.57
Quarry manager,Entertainment,Decreasing,Moderate,111242.14,Master’s Degree,1,5103,3669,63.27,46.47,India,77.97
Artist,IT,Increasing,High,112010.07,PhD,19,2384,3572,54.64,31.97,UK,35.64
Community arts worker,Retail,Increasing,Low,131896.18,Associate Degree,10,9689,1087,95.54,64.35,USA,36.28
Biomedical engineer,Entertainment,Decreasing,High,72058.9,High School,8,7053,2481,73.94,5.18,China,25.09
Equality and diversity officer,Education,Increasing,High,136803.64,High School,16,3204,4198,95.59,71.67,China,26.71
Learning disability nurse,Finance,Increasing,Moderate,38352.1,Associate Degree,1,1599,7637,76.73,19.52,USA,35.9
Petroleum engineer,IT,Decreasing,Moderate,36474.96,PhD,16,686,8628,57.04,72.51,Brazil,23.71
Contracting civil engineer,Retail,Decreasing,Low,81372.43,Bachelor’s Degree,2,4065,3977,76.16,98.42,Brazil,51.16
Neurosurgeon,Healthcare,Decreasing,Moderate,57451.96,Master’s Degree,15,3167,5497,38.29,34.33,USA,53.44
Geoscientist,Education,Decreasing,Moderate,137207.22,PhD,4,3338,5908,60.35,13.8,UK,30.8
Pensions consultant,Entertainment,Increasing,Moderate,30870.66,Master’s Degree,0,1195,4389,94.39,7.88,India,45.17
Phytotherapist,Healthcare,Decreasing,High,30209.24,High School,5,525,6656,85.67,63.28,USA,36.18
Technical brewer,Transportation,Decreasing,Low,93963.01,Bachelor’s Degree,9,9997,1518,2.03,78.09,Brazil,46.63
Insurance broker,Retail,Increasing,Low,145518.72,Bachelor’s Degree,11,5711,6975,75.74,16.51,Brazil,25.32
Insurance underwriter,Entertainment,Decreasing,Moderate,129110.37,Bachelor’s Degree,8,1980,1306,4.04,9.32,USA,68.38
Chief Executive Officer,IT,Increasing,Low,120246.38,High School,2,5985,4289,65.73,71.15,Brazil,33.48
"Research officer, political party",Transportation,Increasing,Low,106488.33,Bachelor’s Degree,10,2467,6162,77.76,59.67,Australia,65.41
Travel agency manager,IT,Decreasing,High,52650.81,High School,14,2753,3917,59.65,89.52,Canada,43.28
Veterinary surgeon,Transportation,Increasing,Moderate,61829.78,Bachelor’s Degree,6,8911,1336,0.2,14.8,Brazil,51.66
Rural practice surveyor,Retail,Increasing,Low,138211.33,PhD,19,2375,4799,78.83,51.12,Brazil,39.83
Learning disability nurse,Transportation,Decreasing,High,50994.61,Associate Degree,2,8458,6795,99.39,14.04,UK,73.91
Production engineer,Transportation,Increasing,High,68465.3,Associate Degree,19,7181,6106,8.09,33.73,India,79.84
"Exhibitions officer, museum/gallery",Retail,Increasing,Low,115177.73,PhD,17,1305,9188,37.09,70.97,UK,72.54
Site engineer,Entertainment,Decreasing,Low,134011.34,PhD,19,6744,149,94.55,47.39,Canada,47.46
Architect,IT,Increasing,Low,111116.91,Master’s Degree,14,5476,1848,9.21,4.06,Germany,21.43
"Teacher, early years/pre",Healthcare,Decreasing,Low,125481.11,Bachelor’s Degree,13,3203,4699,78.32,65.3,Australia,50.19
"Programme researcher, broadcasting/film/video",Manufacturing,Decreasing,Moderate,92677.16,Bachelor’s Degree,20,7161,7266,24.47,99.15,UK,49.79
"Education officer, community",Education,Decreasing,Low,39749.89,High School,1,6398,1949,28.53,37.47,Brazil,67.94
Physiotherapist,Transportation,Increasing,High,74022.53,Bachelor’s Degree,6,3580,2951,52.79,23.81,India,45.01
Clothing/textile technologist,Retail,Decreasing,High,41220.69,PhD,13,3969,2483,25.21,67.25,China,73.26
"Surveyor, building",Education,Decreasing,Low,35011.35,PhD,4,7108,4116,56.42,49.52,Brazil,60.86
Information systems manager,IT,Increasing,High,70727.14,Master’s Degree,5,3492,9957,82.83,32.68,Brazil,41.22
"Social research officer, government",Manufacturing,Increasing,Low,45670.61,Bachelor’s Degree,18,2218,3244,31.92,27.01,India,24.14
Scientific laboratory technician,Finance,Decreasing,High,93195.14,Associate Degree,2,7884,2064,87.35,40.35,China,49.66
Facilities manager,Retail,Increasing,Moderate,95858.01,Associate Degree,14,8971,2084,51.65,36.56,Australia,79.95
Mining engineer,Transportation,Decreasing,High,94014.8,Master’s Degree,20,5514,9336,30.4,17.3,Brazil,21.61
Video editor,Finance,Increasing,Moderate,110392.17,Master’s Degree,1,8927,9662,50.71,37.36,China,55.94
Electronics engineer,Entertainment,Increasing,High,43663.33,Master’s Degree,1,302,8731,53.78,15.47,India,34.34
Health physicist,Retail,Increasing,Low,35059.86,Master’s Degree,18,4396,9313,49.14,31.26,India,79.75
Actuary,Finance,Increasing,High,58641.88,PhD,6,4061,2323,55.04,70.59,Australia,75.67
Wellsite geologist,Entertainment,Increasing,Low,149025.99,Bachelor’s Degree,3,8647,9329,17.24,86.32,Australia,31.54
Warehouse manager,Education,Increasing,High,52348.92,PhD,6,859,1756,87.71,31.12,USA,36.02
Audiological scientist,Healthcare,Increasing,Moderate,125333.47,Bachelor’s Degree,4,5286,5190,34.04,96.48,UK,38.29
Commercial horticulturist,Transportation,Increasing,High,75917.76,High School,8,9289,2177,76.05,67.35,India,78.54
"Engineer, energy",Transportation,Decreasing,High,116181.29,Associate Degree,20,6063,8852,96.74,91.26,UK,70.74
Clinical biochemist,Healthcare,Increasing,Low,123833.57,High School,4,692,1011,81.21,17.43,China,44.64
Geochemist,Education,Decreasing,Moderate,104032.81,Bachelor’s Degree,10,7890,8769,38.57,65.18,UK,49.14
Multimedia specialist,Retail,Increasing,High,112211.66,Associate Degree,12,8255,8936,89.7,90.76,Canada,60.12
Facilities manager,Manufacturing,Increasing,Moderate,124105.47,High School,6,5013,6578,85.52,13.76,Brazil,50.49
Statistician,Finance,Increasing,High,71283.52,Bachelor’s Degree,19,7500,7809,59.89,43.92,Australia,76.32
Lexicographer,Entertainment,Increasing,Moderate,146612.18,Master’s Degree,20,4047,1746,14.36,34.65,UK,38.67
Best boy,Retail,Decreasing,Low,86109.12,Master’s Degree,1,3134,7760,64.71,6.44,Brazil,24.23
Air traffic controller,Retail,Increasing,High,142191.04,Master’s Degree,7,9647,2314,18.82,56.12,Germany,38.31
"Merchandiser, retail",Manufacturing,Decreasing,High,68105.33,Associate Degree,16,229,4619,75.89,30.38,UK,50.31
Microbiologist,Entertainment,Decreasing,High,79842.39,Associate Degree,14,7945,3309,71.51,77.6,China,59.98
Psychotherapist,IT,Decreasing,Low,33708.56,Bachelor’s Degree,17,5798,4337,40.75,15.72,Germany,40.68
Homeopath,Entertainment,Increasing,High,53287.92,Master’s Degree,0,7632,6683,65.31,42.35,Australia,72.56
International aid/development worker,Retail,Decreasing,High,132664.87,Master’s Degree,12,8421,6785,27.96,90.07,Canada,77.77
IT technical support officer,Retail,Decreasing,Moderate,77962.39,Master’s Degree,3,9220,6643,66.19,79.31,USA,47.66
Geoscientist,Healthcare,Decreasing,Moderate,140045.62,Bachelor’s Degree,9,7015,5603,67.18,47.15,India,33.64
"Journalist, broadcasting",Entertainment,Decreasing,Moderate,85958.37,Master’s Degree,1,377,6464,26.59,3.14,USA,40.13
"Engineer, manufacturing",Manufacturing,Increasing,High,98868.54,Associate Degree,10,7869,3433,12.59,57.04,Australia,20.69
TEFL teacher,Education,Decreasing,Low,34135.23,Master’s Degree,3,606,2128,93.65,45.78,USA,44.03
Furniture designer,Entertainment,Increasing,Moderate,114407.91,Associate Degree,8,3762,3693,83.58,93.27,Germany,29.61
Information systems manager,Manufacturing,Increasing,Moderate,118650.77,Master’s Degree,4,4721,135,8.91,1.56,Canada,73.26
Broadcast presenter,Retail,Increasing,Low,77131.16,PhD,16,6250,863,89.68,82.02,Australia,20.25
Insurance underwriter,Finance,Increasing,Moderate,61680.41,Master’s Degree,19,4779,6363,54.7,25.31,Germany,58.97
"Engineer, mining",Entertainment,Increasing,High,62984.82,Associate Degree,4,7042,418,40.88,95.95,Brazil,76.14
Pathologist,Finance,Increasing,Moderate,141046.07,Associate Degree,14,756,4111,53.69,55.25,China,57.98
Claims inspector/assessor,Education,Decreasing,Moderate,84851.49,Associate Degree,5,4863,4496,22.38,25.47,Germany,22.96
Accommodation manager,Healthcare,Decreasing,Low,92419.88,PhD,4,4400,9382,33.45,17.58,UK,39.79
Museum/gallery conservator,IT,Decreasing,Moderate,100144.69,PhD,20,4956,8836,53.64,63.95,Australia,64.52
Community pharmacist,Healthcare,Decreasing,Low,121685.76,Bachelor’s Degree,4,6664,8554,67.93,63.01,China,76.14
"Editor, film/video",Manufacturing,Decreasing,Moderate,95578.39,Master’s Degree,4,7057,6246,33.7,10.72,Germany,34.89
Advice worker,IT,Increasing,Moderate,75205.59,Associate Degree,16,4098,3854,52.05,11.92,China,47.1
Therapeutic radiographer,Manufacturing,Increasing,High,110205.56,Associate Degree,4,4123,6066,0.64,69.57,Brazil,41.8
Ranger/warden,Education,Decreasing,High,147287.25,Master’s Degree,12,2798,835,73.16,78.75,Canada,43.89
Applications developer,Retail,Increasing,Low,74964.0,Associate Degree,17,744,2552,96.74,89.04,Brazil,29.39
"Teacher, primary school",IT,Increasing,Moderate,109719.75,Bachelor’s Degree,0,1055,7679,1.98,39.95,Brazil,62.15
Higher education lecturer,Finance,Increasing,Low,121336.87,High School,6,3045,3802,85.05,67.69,China,59.61
"Engineer, manufacturing",Retail,Decreasing,High,52534.23,Master’s Degree,6,2417,395,47.15,86.12,India,72.51
Theme park manager,Retail,Decreasing,High,79194.88,PhD,4,7093,426,10.24,48.08,UK,61.66
"Designer, fashion/clothing",IT,Decreasing,Low,101281.17,High School,14,5618,5979,61.0,11.29,Brazil,72.46
Adult nurse,Retail,Decreasing,Moderate,134283.92,Associate Degree,14,5136,6218,52.77,65.75,USA,28.1
"Presenter, broadcasting",Transportation,Increasing,High,138723.47,Master’s Degree,10,4115,9148,24.91,62.11,Australia,37.27
"Engineer, production",Finance,Increasing,Low,120747.11,PhD,7,1040,1045,95.89,50.79,Australia,74.33
Careers adviser,Transportation,Decreasing,High,42765.19,Master’s Degree,15,5677,2105,22.49,25.08,Australia,32.51
"Designer, ceramics/pottery",Education,Increasing,Moderate,36797.32,Associate Degree,6,2249,7969,73.35,25.65,UK,42.19
Risk manager,IT,Decreasing,Low,131541.99,High School,14,6287,8381,22.05,3.32,Germany,38.61
Insurance risk surveyor,Manufacturing,Decreasing,Moderate,135060.99,High School,9,7303,4344,7.75,16.22,Brazil,20.17
"Engineer, technical sales",Finance,Increasing,High,105003.0,High School,10,6544,2427,68.05,47.51,India,73.1
"Engineer, materials",Entertainment,Decreasing,Moderate,82219.57,Bachelor’s Degree,2,9207,497,17.4,36.71,Germany,62.0
Acupuncturist,Transportation,Decreasing,Moderate,60440.19,High School,7,7753,3782,21.18,35.51,Brazil,23.27
Probation officer,Entertainment,Increasing,Moderate,66970.6,Master’s Degree,16,6313,6332,45.27,40.39,Australia,67.97
Trade union research officer,Transportation,Decreasing,High,86243.86,PhD,17,5519,880,88.95,39.64,USA,70.15
Production engineer,Manufacturing,Decreasing,Low,84307.4,Bachelor’s Degree,19,4856,4682,62.56,96.0,Canada,77.5
Therapeutic radiographer,Education,Decreasing,High,33306.71,PhD,6,2297,837,9.92,50.79,Brazil,60.96
Bonds trader,IT,Decreasing,Moderate,138236.13,Master’s Degree,7,5031,3400,32.06,28.56,Canada,57.49
"Therapist, music",Transportation,Decreasing,Low,32074.51,PhD,0,3337,5794,79.19,90.86,China,75.88
Photographer,Education,Increasing,High,137881.43,Bachelor’s Degree,17,9808,1151,38.66,61.03,China,50.02
Chief Operating Officer,Retail,Decreasing,High,138257.41,PhD,11,6558,7629,26.89,34.25,China,29.39
"Therapist, music",Transportation,Increasing,Moderate,65177.27,PhD,5,4547,5181,92.87,24.16,Australia,76.36
Translator,Entertainment,Increasing,Moderate,135504.9,Master’s Degree,13,6719,4778,79.69,7.01,China,35.97
Colour technologist,Manufacturing,Increasing,Moderate,60674.99,Associate Degree,2,4572,1077,91.84,39.81,India,20.53
Metallurgist,IT,Increasing,Moderate,45896.76,High School,8,7973,2873,74.18,81.4,USA,52.4
Banker,Retail,Decreasing,Moderate,147931.98,Master’s Degree,2,8993,9476,62.06,87.02,China,31.94
"Engineer, civil (consulting)",Finance,Decreasing,Moderate,46264.52,Associate Degree,13,8292,9054,3.06,20.86,China,41.82
"Surveyor, quantity",Healthcare,Increasing,High,92247.46,Associate Degree,17,8050,6370,36.76,10.66,UK,50.09
Aid worker,Entertainment,Decreasing,Low,32084.98,Bachelor’s Degree,16,2504,2894,58.65,43.46,UK,27.81
Purchasing manager,Retail,Decreasing,High,121146.66,Bachelor’s Degree,5,234,5840,87.58,34.21,India,32.55
Radiation protection practitioner,Healthcare,Decreasing,Low,94053.45,Master’s Degree,9,150,9683,92.28,54.43,Germany,25.94
"Embryologist, clinical",IT,Decreasing,High,82911.48,Associate Degree,13,7672,9081,23.12,97.03,Brazil,46.68
Ecologist,Healthcare,Increasing,High,85018.11,PhD,4,1884,320,89.07,62.22,Canada,55.75
Chief Strategy Officer,Entertainment,Increasing,Moderate,92787.6,Master’s Degree,14,5144,6047,7.79,0.81,USA,45.03
Museum education officer,IT,Increasing,Low,121393.25,Master’s Degree,19,7384,4642,94.82,12.9,Australia,29.41
Patent examiner,Education,Increasing,Low,95585.37,PhD,9,7417,6691,60.94,76.72,Australia,40.18
Child psychotherapist,Finance,Increasing,Low,121743.31,Master’s Degree,14,6278,7483,36.37,71.7,UK,77.74
"Surveyor, insurance",Transportation,Decreasing,Moderate,47117.71,High School,0,5843,1345,37.0,76.01,Canada,53.75
Counselling psychologist,Transportation,Increasing,Moderate,125049.4,Associate Degree,12,4882,8370,81.09,74.1,USA,69.25
Careers adviser,Transportation,Decreasing,High,133865.98,Bachelor’s Degree,11,8440,6784,31.53,69.54,USA,20.98
"Conservator, museum/gallery",IT,Decreasing,Low,139495.92,PhD,4,9442,7479,78.68,42.75,India,23.62
Fast food restaurant manager,Transportation,Decreasing,Moderate,46278.01,Master’s Degree,3,1933,6326,99.66,52.85,Germany,29.59
Printmaker,Entertainment,Decreasing,Low,65026.32,Associate Degree,10,4683,1058,50.12,68.23,China,33.94
Building control surveyor,Finance,Increasing,Low,69084.17,Bachelor’s Degree,0,3550,5665,35.83,70.16,China,47.68
Tax inspector,Healthcare,Increasing,Low,41030.24,PhD,10,1902,4794,52.29,6.09,China,49.26
Regulatory affairs officer,Finance,Increasing,Moderate,44107.89,Bachelor’s Degree,18,1097,8507,12.27,86.26,USA,59.19
"Production assistant, radio",Transportation,Decreasing,High,68551.73,Bachelor’s Degree,7,2143,6393,41.6,5.72,UK,55.78
Personnel officer,Transportation,Increasing,Moderate,137415.97,Associate Degree,13,8571,3896,35.19,33.51,UK,78.95
Health physicist,Finance,Decreasing,Low,33798.75,Master’s Degree,11,6663,7028,30.78,97.74,UK,77.02
Barrister,Healthcare,Decreasing,High,119736.76,Associate Degree,18,6309,7449,77.69,96.81,Brazil,23.18
Passenger transport manager,Retail,Decreasing,Low,145824.25,Associate Degree,16,8740,8000,10.72,22.95,Germany,42.11
Prison officer,Education,Increasing,High,37801.37,PhD,7,4170,3530,46.79,80.05,USA,61.57
Rural practice surveyor,Entertainment,Increasing,High,90585.55,Bachelor’s Degree,16,6616,9024,24.28,54.27,UK,31.5
Economist,Education,Increasing,Moderate,46231.19,PhD,2,9642,2029,69.12,10.86,China,70.86
Metallurgist,Retail,Decreasing,Moderate,144032.11,Associate Degree,20,2076,8135,62.76,42.25,Canada,32.62
"Physicist, medical",Finance,Increasing,High,68350.61,Bachelor’s Degree,11,5641,9962,42.86,65.09,India,22.08
"Scientist, biomedical",Finance,Decreasing,Moderate,118148.34,Associate Degree,7,9476,8982,62.93,25.49,India,40.87
Technical brewer,Retail,Increasing,Low,59455.4,High School,19,3999,1102,7.36,28.55,Brazil,24.69
"Administrator, arts",IT,Increasing,Low,39167.37,PhD,0,1341,8724,41.78,1.15,UK,40.33
Industrial/product designer,Retail,Decreasing,High,111005.83,Master’s Degree,20,4701,3367,28.27,82.8,UK,33.25
Merchant navy officer,Finance,Increasing,High,109246.01,Associate Degree,9,2616,1986,0.42,28.08,Brazil,54.78
"Nurse, children's",IT,Decreasing,Moderate,97206.03,Master’s Degree,17,1173,6651,18.78,45.11,Canada,75.43
"Runner, broadcasting/film/video",Healthcare,Decreasing,Moderate,134979.76,Master’s Degree,10,6123,2361,8.99,75.63,Australia,76.83
Mining engineer,Healthcare,Increasing,Low,103743.52,PhD,20,2594,2188,35.87,13.85,Australia,71.46
"Civil engineer, contracting",Retail,Decreasing,Low,122907.46,Bachelor’s Degree,11,2642,8556,84.57,10.0,Brazil,75.65
Advertising account executive,Manufacturing,Increasing,Low,139794.46,Master’s Degree,7,4883,7744,74.26,54.81,China,79.46
Water quality scientist,Entertainment,Decreasing,High,133861.97,Bachelor’s Degree,4,2652,6567,6.79,32.37,Australia,31.38
Analytical chemist,Healthcare,Increasing,High,64854.83,Associate Degree,5,6955,3386,7.27,91.64,India,31.82
Electrical engineer,Transportation,Increasing,Moderate,77921.39,PhD,9,2604,9114,93.27,6.07,Brazil,33.21
Pensions consultant,Retail,Decreasing,High,126924.11,Master’s Degree,9,8409,7882,49.41,46.93,Brazil,53.85
"Engineer, technical sales",Education,Increasing,Low,99549.45,Associate Degree,11,6428,9274,24.94,13.06,UK,58.85
Geophysicist/field seismologist,Finance,Increasing,Moderate,103855.52,High School,10,9983,764,29.52,28.93,UK,75.58
Systems developer,Entertainment,Decreasing,Low,48668.53,Associate Degree,3,4844,1884,46.27,42.07,USA,29.56
Materials engineer,Transportation,Increasing,High,37116.11,High School,7,1557,7567,55.08,72.44,Brazil,57.0
Ceramics designer,Retail,Decreasing,High,144749.23,Associate Degree,10,7802,3854,54.52,69.14,USA,30.1
"Therapist, speech and language",IT,Increasing,Low,92682.94,Bachelor’s Degree,15,6536,3986,74.88,57.97,India,62.33
Hydrologist,Healthcare,Increasing,Low,57737.48,High School,13,4670,3593,87.15,99.9,Brazil,46.6
Sales promotion account executive,Finance,Decreasing,Moderate,34089.85,Bachelor’s Degree,19,5507,9646,47.36,56.78,USA,70.14
"Designer, textile",Retail,Increasing,High,124710.52,High School,19,803,6027,79.97,86.77,China,74.01
"Accountant, chartered",Education,Increasing,High,141379.49,Bachelor’s Degree,20,2385,8609,46.94,67.66,China,49.77
"Programmer, multimedia",Entertainment,Decreasing,Moderate,147726.5,Master’s Degree,0,7698,6553,47.59,36.65,India,36.63
Advertising account planner,Finance,Increasing,Low,98015.3,Associate Degree,7,5932,3473,1.03,63.87,UK,78.33
Administrator,Retail,Increasing,Moderate,119966.56,Associate Degree,6,8478,8611,29.1,51.0,China,77.07
"Engineer, automotive",Retail,Increasing,High,140272.99,Master’s Degree,15,5696,9087,9.91,21.75,USA,38.92
Interior and spatial designer,IT,Increasing,High,133265.23,PhD,11,685,8511,45.78,61.0,UK,51.76
"Research officer, trade union",Manufacturing,Increasing,Low,115612.75,Master’s Degree,17,5205,8395,98.36,62.81,Australia,54.65
Market researcher,Healthcare,Decreasing,Moderate,125492.66,PhD,6,9763,5779,6.58,14.57,Canada,72.06
"Psychologist, prison and probation services",IT,Increasing,Low,38503.52,Bachelor’s Degree,2,2294,7675,71.07,9.14,India,70.68
"Engineer, broadcasting (operations)",Retail,Increasing,Moderate,120348.7,High School,17,1247,325,34.72,11.15,China,67.84
Art therapist,Entertainment,Increasing,Moderate,78523.95,Associate Degree,20,4611,9756,9.08,85.3,USA,64.6
"Therapist, nutritional",Manufacturing,Decreasing,Moderate,108406.23,Master’s Degree,2,2242,3354,89.06,42.71,USA,34.46
"Production assistant, radio",Transportation,Decreasing,Low,118194.33,Master’s Degree,5,7999,4562,61.95,38.81,China,63.28
Careers information officer,Finance,Increasing,Low,132194.34,High School,5,310,9619,70.21,50.78,Canada,20.3
Cytogeneticist,Education,Decreasing,High,107538.84,Associate Degree,10,4623,1695,35.26,3.51,Germany,63.46
Adult nurse,IT,Decreasing,Moderate,98978.91,Associate Degree,5,3775,7439,21.51,38.65,China,52.16
Database administrator,Transportation,Increasing,Low,30656.0,Master’s Degree,13,5998,7432,43.64,69.36,China,51.37
"Scientist, research (physical sciences)",Transportation,Increasing,High,89457.49,Master’s Degree,14,3443,4211,20.93,30.35,Canada,52.49
"Teacher, music",Finance,Increasing,Moderate,83784.86,PhD,11,3325,9937,94.01,69.85,UK,65.69
Building control surveyor,Manufacturing,Decreasing,High,83470.86,Master’s Degree,4,3356,976,73.68,19.58,Australia,78.15
Seismic interpreter,IT,Increasing,Moderate,138024.53,Master’s Degree,6,671,5753,96.34,82.08,China,39.5
Proofreader,Entertainment,Increasing,High,149671.61,Master’s Degree,4,1917,2937,84.29,99.86,Australia,29.59
Music therapist,Manufacturing,Decreasing,Moderate,100348.79,Bachelor’s Degree,14,6504,8256,40.88,76.01,Brazil,71.73
"Journalist, magazine",Education,Increasing,Moderate,105700.34,Master’s Degree,7,3067,2074,93.25,92.73,Brazil,53.36
Insurance account manager,Transportation,Decreasing,Moderate,77496.27,PhD,2,808,6067,11.23,64.22,Brazil,74.57
"Journalist, broadcasting",Manufacturing,Decreasing,High,80977.59,High School,7,8593,3515,56.14,77.98,UK,29.41
"Librarian, academic",Finance,Increasing,Low,76607.54,Bachelor’s Degree,3,3017,8865,79.28,62.61,UK,58.33
Geoscientist,Healthcare,Decreasing,High,142329.4,PhD,14,6045,6885,50.29,47.41,Canada,50.48
Insurance claims handler,Healthcare,Decreasing,High,86244.85,Bachelor’s Degree,20,2077,6624,54.58,19.73,Germany,60.11
Firefighter,Healthcare,Increasing,High,123438.01,High School,13,1189,3715,26.65,59.61,Canada,59.98
Accounting technician,Transportation,Decreasing,High,113444.61,Bachelor’s Degree,20,5874,5386,20.04,44.59,China,32.28
Quarry manager,Finance,Increasing,High,84235.2,PhD,20,2692,3527,78.49,98.18,UK,72.02
Advertising art director,Manufacturing,Increasing,High,135542.25,PhD,4,9979,8679,68.85,45.49,China,45.1
Banker,Entertainment,Decreasing,Moderate,121791.02,Bachelor’s Degree,20,7337,6462,73.5,43.37,Brazil,79.5
"Development worker, community",Retail,Decreasing,Moderate,88682.6,Associate Degree,3,4980,253,60.03,84.42,UK,52.66
"Engineer, control and instrumentation",Retail,Decreasing,Moderate,133404.45,PhD,4,1265,556,2.03,59.61,USA,68.32
Quality manager,Education,Increasing,Low,49061.77,High School,17,7346,4230,27.31,32.42,UK,56.24
Stage manager,IT,Increasing,High,123417.7,PhD,15,2058,4987,44.45,25.61,Australia,67.68
Television production assistant,Transportation,Increasing,Moderate,45124.81,Associate Degree,11,9860,7009,72.66,95.4,Australia,48.47
Museum/gallery exhibitions officer,Healthcare,Decreasing,Moderate,82939.58,PhD,13,360,5767,41.1,53.85,China,29.25
Technical brewer,Transportation,Decreasing,Low,38317.38,PhD,1,2796,1373,94.26,70.03,Canada,68.24
Financial adviser,Education,Increasing,High,106804.85,PhD,3,8103,2198,30.79,31.25,India,66.43
Charity fundraiser,IT,Decreasing,Low,86645.19,Master’s Degree,12,5519,5356,46.27,78.38,China,30.8
Horticultural therapist,Healthcare,Decreasing,Moderate,66621.32,PhD,20,1980,8765,49.67,13.17,Australia,24.33
Museum/gallery conservator,Manufacturing,Increasing,Low,82895.77,PhD,18,237,6887,21.25,56.99,Germany,70.8
Applications developer,Finance,Decreasing,High,82124.95,High School,1,9045,7749,55.78,82.48,Canada,31.8
Publishing copy,Healthcare,Increasing,High,149352.15,PhD,2,9120,6239,42.7,26.65,Brazil,55.28
Mental health nurse,Transportation,Decreasing,High,32883.27,Associate Degree,10,7697,6410,99.79,25.44,Germany,59.01
Magazine journalist,Education,Increasing,Moderate,95776.79,Associate Degree,3,5429,7734,97.54,54.91,India,37.39
Chiropractor,Entertainment,Decreasing,Low,64247.21,PhD,11,3485,8765,12.26,4.9,USA,76.95
Advertising copywriter,Transportation,Decreasing,Low,124997.62,Associate Degree,19,1181,1575,71.52,94.01,USA,65.01
"Runner, broadcasting/film/video",Manufacturing,Decreasing,Moderate,95816.96,PhD,15,5809,5817,44.41,70.05,Canada,46.14
Equality and diversity officer,Finance,Increasing,Low,68544.03,Bachelor’s Degree,3,5550,5246,77.29,63.9,USA,40.08
"Presenter, broadcasting",Transportation,Increasing,Moderate,31771.18,Master’s Degree,3,6220,5350,74.42,84.03,China,31.72
Commercial art gallery manager,Entertainment,Increasing,Moderate,51011.56,Associate Degree,3,3890,887,58.38,90.69,China,49.3
Systems developer,Education,Decreasing,High,104745.05,Master’s Degree,3,1532,9821,17.26,92.71,Canada,69.15
Regulatory affairs officer,Manufacturing,Decreasing,Low,55708.45,High School,0,4433,3132,18.35,98.89,Germany,49.38
Horticultural therapist,Finance,Decreasing,Low,112959.27,Associate Degree,14,323,6244,37.87,98.91,India,62.15
"Engineer, petroleum",Retail,Increasing,Moderate,126680.22,Associate Degree,5,473,1262,88.13,31.34,UK,34.86
"Surveyor, insurance",Manufacturing,Decreasing,Moderate,113847.14,PhD,15,8081,5881,31.13,94.24,China,70.44
Automotive engineer,Education,Decreasing,Moderate,46478.37,Associate Degree,0,4586,8020,54.31,77.19,India,52.01
Environmental consultant,Healthcare,Increasing,High,113318.16,High School,16,1652,8675,86.62,4.88,India,49.96
Adult nurse,Retail,Decreasing,Low,95235.74,Bachelor’s Degree,20,5487,9427,68.33,68.13,USA,42.37
"Research officer, political party",Finance,Increasing,High,70971.64,Master’s Degree,16,9749,6706,58.82,46.05,Brazil,34.29
Manufacturing engineer,Retail,Increasing,Low,78091.23,PhD,6,1458,3115,13.97,44.77,Australia,36.31
"Librarian, public",Entertainment,Increasing,Low,124957.39,Master’s Degree,13,7461,408,2.1,53.99,India,23.64
Advertising art director,IT,Increasing,Low,46651.71,PhD,11,5670,8938,88.01,19.01,Canada,45.23
"Clinical scientist, histocompatibility and immunogenetics",IT,Decreasing,Moderate,140316.29,Associate Degree,16,6070,3334,73.48,4.46,UK,35.74
Media buyer,Transportation,Decreasing,Moderate,83800.68,Master’s Degree,8,9728,1140,33.97,98.25,Germany,28.67
Recycling officer,Healthcare,Decreasing,Low,101535.7,High School,11,5574,8223,18.15,7.66,USA,42.85
"Psychologist, clinical",Finance,Decreasing,Moderate,112493.13,Bachelor’s Degree,15,5796,2644,17.7,94.24,Brazil,23.73
"Therapist, nutritional",IT,Increasing,Moderate,69289.09,PhD,19,2664,1074,91.88,4.47,UK,22.14
Adult guidance worker,Entertainment,Increasing,High,39580.76,Master’s Degree,5,6137,774,58.32,81.64,Canada,26.38
Environmental consultant,Finance,Increasing,Low,134461.3,High School,1,3802,4004,74.25,30.59,China,35.83
"Programmer, applications",Retail,Increasing,Low,108720.18,Master’s Degree,4,2674,9460,29.2,68.78,USA,77.46
Hospital doctor,Education,Increasing,Moderate,77447.96,PhD,7,7116,8752,61.57,84.39,UK,30.23
Acupuncturist,Healthcare,Increasing,Low,70523.22,High School,10,6868,2635,71.41,99.45,USA,54.89
Glass blower/designer,Manufacturing,Decreasing,High,149761.1,High School,6,3878,1276,3.15,4.71,Australia,27.93
Economist,Manufacturing,Increasing,High,35823.76,Bachelor’s Degree,5,5629,4279,30.8,33.62,Brazil,78.46
Quantity surveyor,Healthcare,Decreasing,Moderate,126475.57,Master’s Degree,15,2579,1923,61.36,14.87,USA,59.09
Structural engineer,Healthcare,Decreasing,Low,87495.4,Associate Degree,12,4147,3445,69.88,0.61,UK,44.91
Outdoor activities/education manager,Transportation,Decreasing,Low,99139.19,High School,1,1420,1045,57.07,62.06,Australia,74.75
"Nurse, adult",Entertainment,Increasing,Moderate,65693.42,PhD,5,5650,5317,58.02,45.25,Australia,44.92
Civil Service fast streamer,Healthcare,Increasing,Low,145267.55,Master’s Degree,18,4544,3051,97.67,9.24,India,40.87
Commissioning editor,Retail,Decreasing,Low,96249.19,Associate Degree,0,8684,8652,2.79,48.84,Germany,47.72
"Nurse, children's",Retail,Increasing,Low,43871.39,Bachelor’s Degree,12,5985,1358,75.1,46.46,Germany,24.45
Press sub,Finance,Increasing,Low,59659.98,Associate Degree,1,3259,246,0.22,67.69,USA,37.13
Product/process development scientist,Transportation,Decreasing,High,139635.57,Master’s Degree,4,7701,9584,71.87,92.44,India,46.32
Applications developer,Retail,Decreasing,Low,93819.09,Bachelor’s Degree,6,2259,2487,51.08,17.76,Germany,35.74
Armed forces training and education officer,Finance,Decreasing,Low,109923.66,Master’s Degree,13,1387,288,4.83,65.53,Germany,47.18
Media planner,Finance,Increasing,Moderate,61637.02,Bachelor’s Degree,11,7664,3120,88.31,77.2,Germany,49.74
"Conservator, museum/gallery",Manufacturing,Increasing,High,123520.86,High School,7,304,1895,24.6,77.67,USA,20.03
Arts administrator,IT,Increasing,Moderate,79036.15,High School,6,9380,6835,8.91,62.9,China,39.15
Product/process development scientist,Entertainment,Increasing,Low,79653.01,High School,2,2614,5904,5.97,6.22,USA,63.07
Therapeutic radiographer,Education,Increasing,Moderate,34793.72,Associate Degree,7,6983,1178,5.89,15.52,China,72.43
"Engineer, civil (consulting)",Finance,Decreasing,Moderate,130235.22,PhD,12,9153,8977,77.0,98.71,India,38.75
"Scientist, research (maths)",Entertainment,Decreasing,High,146616.8,PhD,1,3314,3394,34.19,90.11,Australia,48.73
"Biochemist, clinical",Education,Decreasing,High,133977.7,Master’s Degree,4,9393,4390,20.01,11.42,Canada,66.95
Materials engineer,IT,Increasing,Low,135024.48,PhD,8,3755,733,8.53,63.79,USA,25.73
Counselling psychologist,Entertainment,Increasing,Moderate,78697.65,High School,14,7533,4170,88.22,55.46,UK,31.45
Barrister's clerk,Manufacturing,Decreasing,Moderate,114791.19,Associate Degree,10,5115,2415,20.98,7.7,UK,31.29
Conference centre manager,Finance,Increasing,Moderate,131099.51,PhD,0,5481,835,77.19,63.25,Germany,33.85
Environmental health practitioner,Entertainment,Increasing,Moderate,133094.98,Associate Degree,14,7121,6689,1.67,49.09,China,44.18
Architect,Entertainment,Decreasing,Low,118203.93,High School,19,9039,3271,53.37,84.83,USA,31.07
Volunteer coordinator,Entertainment,Increasing,Moderate,42521.12,Associate Degree,11,4537,3160,69.67,67.91,Australia,71.77
Museum/gallery conservator,Healthcare,Decreasing,Moderate,80085.09,Associate Degree,6,6807,6565,99.26,91.08,Australia,20.75
Hotel manager,Retail,Increasing,Moderate,108513.34,PhD,12,5651,1476,98.04,33.65,Australia,36.27
Adult guidance worker,Transportation,Increasing,High,83165.22,High School,4,1195,7629,84.29,26.03,USA,41.6
"Nurse, adult",Entertainment,Increasing,High,116961.81,High School,4,3714,2748,79.97,68.78,UK,34.24
Medical secretary,IT,Increasing,Low,82847.85,Bachelor’s Degree,13,7666,8116,73.16,62.14,Canada,76.13
Mining engineer,Manufacturing,Increasing,High,86811.45,Master’s Degree,8,5391,2618,40.24,18.27,Brazil,24.33
Water quality scientist,IT,Increasing,Moderate,114361.09,PhD,9,8577,4243,41.3,59.57,India,32.58
Garment/textile technologist,Retail,Decreasing,Moderate,112776.58,Bachelor’s Degree,8,6807,1816,64.32,69.13,Australia,24.16
"Nurse, children's",IT,Decreasing,Moderate,87581.08,Bachelor’s Degree,0,6615,9966,58.4,21.04,India,25.31
"Sound technician, broadcasting/film/video",Healthcare,Increasing,Moderate,91572.03,High School,3,9771,9641,23.41,11.09,Australia,42.13
Public librarian,Healthcare,Increasing,High,125283.96,PhD,14,2555,4834,13.0,26.47,India,63.97
Mudlogger,Manufacturing,Increasing,Moderate,100293.89,PhD,5,7851,4516,47.91,43.18,Brazil,53.76
"Nurse, children's",Entertainment,Decreasing,High,126979.39,Master’s Degree,13,4464,3992,83.8,48.4,UK,36.92
"Merchandiser, retail",IT,Decreasing,Low,41347.6,High School,9,1121,5517,60.73,39.39,Australia,37.79
Proofreader,Education,Decreasing,Low,111192.31,Master’s Degree,0,9774,9575,53.3,49.58,Germany,62.81
"Accountant, chartered",Transportation,Increasing,High,63514.11,Bachelor’s Degree,8,2522,2908,99.91,32.09,China,47.78
Comptroller,Retail,Decreasing,High,113923.02,PhD,11,3951,1524,0.76,98.74,China,59.09
Television production assistant,Finance,Decreasing,Low,115063.45,High School,8,6498,9035,20.21,0.95,USA,41.86
Diagnostic radiographer,Finance,Decreasing,Moderate,129165.27,Master’s Degree,9,2024,1207,4.83,68.49,China,28.96
Engineering geologist,Transportation,Increasing,High,34727.82,High School,20,2469,8933,47.84,71.61,UK,52.12
Water quality scientist,Transportation,Increasing,High,142192.83,PhD,17,8322,6607,8.51,21.35,Germany,50.68
"Surveyor, building control",Transportation,Increasing,Low,87350.69,PhD,18,8118,8710,64.67,75.93,USA,21.13
Armed forces operational officer,Healthcare,Decreasing,Moderate,129537.28,Associate Degree,4,1023,8641,32.89,30.05,India,29.61
"Research officer, political party",Retail,Increasing,Moderate,53295.76,PhD,19,1446,7306,57.11,86.36,USA,39.18
IT technical support officer,Manufacturing,Increasing,Low,33070.37,Bachelor’s Degree,18,5062,1806,41.0,87.99,UK,44.34
"Education officer, environmental",IT,Increasing,High,49400.55,High School,2,8740,367,27.7,53.22,India,66.67
Recycling officer,Finance,Decreasing,Low,105030.8,Bachelor’s Degree,1,1920,4913,71.07,12.55,UK,74.43
Television production assistant,Transportation,Decreasing,Moderate,63151.5,Associate Degree,9,4668,8486,87.81,95.47,UK,60.34
Ophthalmologist,Entertainment,Increasing,High,95175.29,PhD,10,2932,8559,99.63,41.76,India,76.08
"Psychotherapist, dance movement",Transportation,Decreasing,Low,74962.15,Master’s Degree,7,5967,9164,45.53,47.14,UK,77.46
Logistics and distribution manager,IT,Increasing,High,126108.22,High School,8,8228,9484,8.06,47.73,Germany,28.23
Print production planner,Transportation,Decreasing,High,34797.29,PhD,15,4684,247,86.82,63.64,Germany,51.31
Fine artist,Healthcare,Increasing,Low,65943.97,PhD,10,4835,3837,33.09,8.94,Canada,21.31
Theatre stage manager,IT,Increasing,Low,34440.39,High School,13,7722,9970,84.13,94.47,Brazil,34.43
Records manager,Retail,Increasing,High,94243.47,PhD,2,327,9351,89.88,3.25,India,71.82
"Designer, industrial/product",Transportation,Decreasing,High,69713.54,Associate Degree,3,3803,8801,19.72,39.43,China,64.13
Diagnostic radiographer,Retail,Increasing,Low,80400.89,High School,12,3554,5011,93.98,57.58,China,54.95
Water engineer,Retail,Decreasing,Low,79421.23,Master’s Degree,16,7429,3161,24.42,69.9,UK,57.82
Marketing executive,Finance,Decreasing,High,91136.35,PhD,9,7323,4649,16.11,30.75,Germany,73.8
Accounting technician,Manufacturing,Increasing,High,73723.41,Master’s Degree,8,3745,6908,86.38,97.86,China,77.88
Hospital pharmacist,IT,Increasing,High,126115.56,Master’s Degree,17,2663,3155,47.81,84.99,USA,62.45
"Surveyor, minerals",Retail,Decreasing,Moderate,126429.5,Associate Degree,13,2238,7915,14.52,31.8,India,45.09
Banker,Entertainment,Decreasing,Low,100812.01,Associate Degree,2,2847,2192,99.92,42.74,Brazil,78.49
Firefighter,Healthcare,Increasing,Moderate,138960.15,Associate Degree,14,3077,3644,70.78,76.17,Canada,37.35
Clinical embryologist,Entertainment,Decreasing,Low,38209.06,Master’s Degree,15,4049,738,9.85,0.74,Canada,22.33
Counsellor,Education,Increasing,Moderate,125031.0,Master’s Degree,5,4870,606,99.67,42.68,India,43.74
Operational investment banker,Finance,Increasing,Moderate,50277.76,High School,2,2784,7897,66.61,56.57,Australia,58.07
Immigration officer,Transportation,Increasing,Low,51853.54,Bachelor’s Degree,8,3105,6993,83.77,15.52,Australia,54.27
Clinical biochemist,Entertainment,Increasing,High,103796.66,Master’s Degree,14,9089,6039,49.82,87.56,Australia,56.92
Radiation protection practitioner,Healthcare,Decreasing,High,53050.35,Bachelor’s Degree,19,3685,8065,49.2,93.59,UK,47.05
Chartered loss adjuster,Retail,Increasing,Low,101666.44,Bachelor’s Degree,3,1915,2924,41.15,90.62,Brazil,48.51
International aid/development worker,Manufacturing,Increasing,High,70715.08,Associate Degree,8,2184,6994,35.44,9.21,Germany,62.49
"Engineer, mining",Manufacturing,Increasing,Moderate,95692.24,Associate Degree,11,1032,5294,96.06,38.24,China,26.99
Speech and language therapist,IT,Decreasing,High,66797.39,PhD,10,4065,7644,75.6,12.2,India,66.44
Product manager,Healthcare,Increasing,High,58680.08,Master’s Degree,0,3273,8915,54.15,7.02,UK,46.9
Education administrator,Manufacturing,Increasing,Low,146229.53,PhD,5,3908,1302,8.76,50.77,Australia,57.55
Occupational psychologist,Retail,Increasing,Moderate,145745.1,Associate Degree,18,2603,8595,94.73,94.24,Australia,61.93
"Horticulturist, commercial",Transportation,Decreasing,Moderate,145435.8,Associate Degree,14,8064,9883,67.88,79.93,Brazil,32.47
"Pharmacist, community",Retail,Increasing,Low,103317.8,PhD,17,6656,9582,17.94,78.95,Germany,65.51
Insurance claims handler,Manufacturing,Increasing,High,137209.39,PhD,14,9325,7772,21.01,24.03,UK,62.58
Petroleum engineer,Finance,Decreasing,Moderate,111060.43,High School,19,9524,8593,47.01,60.12,China,72.04
Theatre manager,Retail,Decreasing,Low,138229.97,Master’s Degree,16,5430,6112,31.68,35.54,Australia,76.81
"Therapist, music",Transportation,Decreasing,High,108126.19,Associate Degree,5,639,9649,53.25,35.3,China,29.46
"Programmer, multimedia",Transportation,Decreasing,Low,132501.38,Bachelor’s Degree,1,665,3888,44.05,52.36,USA,37.45
Maintenance engineer,Entertainment,Increasing,Low,132442.09,Master’s Degree,7,6469,9962,42.6,70.13,Australia,22.5
"Geneticist, molecular",Retail,Increasing,Moderate,135602.48,Master’s Degree,19,4942,4181,12.14,7.47,Canada,76.49
Insurance claims handler,Entertainment,Increasing,High,74980.31,Bachelor’s Degree,9,1752,4724,98.06,71.27,UK,24.0
Commercial/residential surveyor,Manufacturing,Increasing,High,69595.42,Bachelor’s Degree,0,1736,9056,57.91,7.37,India,59.29
"Engineer, electrical",Entertainment,Increasing,Low,113922.7,Master’s Degree,20,6132,6752,79.71,69.96,India,32.74
Counselling psychologist,IT,Decreasing,Moderate,109171.12,Bachelor’s Degree,16,2182,797,15.98,81.61,India,61.06
"Geologist, wellsite",Education,Decreasing,Low,81845.64,PhD,7,8400,5460,61.18,24.29,Germany,47.57
"Radiographer, therapeutic",IT,Decreasing,High,90184.1,Associate Degree,16,6342,8212,28.51,47.97,Brazil,21.83
Purchasing manager,Education,Decreasing,Moderate,147273.28,PhD,18,6776,6121,72.98,54.94,Australia,40.63
Actor,Entertainment,Increasing,Low,111935.72,High School,17,4294,7913,68.26,49.01,China,43.68
"Teacher, special educational needs",Manufacturing,Decreasing,Low,99229.42,PhD,10,3758,1750,75.32,1.4,Canada,73.24
"Psychologist, counselling",Healthcare,Decreasing,Low,58601.43,Master’s Degree,13,4977,643,88.28,21.5,USA,74.98
"Engineer, land",Entertainment,Decreasing,Moderate,110205.62,PhD,11,3035,2944,54.54,97.38,China,44.36
Technical sales engineer,Finance,Decreasing,High,40999.25,Bachelor’s Degree,19,6001,312,98.48,11.03,UK,23.53
Communications engineer,IT,Increasing,High,132088.13,Bachelor’s Degree,12,9685,7595,91.46,96.43,Germany,64.59
"Engineer, technical sales",Education,Increasing,Low,146226.96,Master’s Degree,0,4668,8994,48.05,37.32,Canada,68.38
Systems developer,Finance,Decreasing,Moderate,116154.76,Bachelor’s Degree,7,388,4661,40.19,10.99,Australia,61.86
Freight forwarder,Entertainment,Increasing,Low,33977.96,High School,4,7634,8635,16.9,94.67,Canada,44.25
Illustrator,Entertainment,Increasing,High,78437.81,PhD,7,5886,7791,96.27,87.19,India,76.86
"Clinical scientist, histocompatibility and immunogenetics",Healthcare,Increasing,Moderate,50982.68,Bachelor’s Degree,8,8822,8558,36.01,78.07,China,76.38
Magazine journalist,Transportation,Increasing,Low,85119.62,Bachelor’s Degree,13,227,3176,38.95,40.63,Germany,28.45
Air traffic controller,Finance,Decreasing,High,33441.38,High School,5,6302,6492,82.29,12.52,China,62.45
Child psychotherapist,Finance,Decreasing,High,144491.75,Associate Degree,18,9816,1932,22.76,98.4,Canada,38.82
Marketing executive,IT,Increasing,Low,39351.94,Bachelor’s Degree,5,2893,3250,0.5,6.82,China,32.81
Sport and exercise psychologist,Manufacturing,Decreasing,Moderate,119404.93,Bachelor’s Degree,20,872,479,39.15,39.18,Germany,46.71
Media buyer,Entertainment,Increasing,High,119431.31,Master’s Degree,3,4795,1072,78.14,52.54,Brazil,65.63
Senior tax professional/tax inspector,Transportation,Decreasing,Moderate,35645.05,High School,13,1171,6376,82.04,75.67,Brazil,76.92
"Engineer, broadcasting (operations)",Transportation,Increasing,High,91094.3,Master’s Degree,5,252,8146,69.67,14.08,USA,31.78
Dancer,Retail,Increasing,Moderate,112495.49,Master’s Degree,19,6272,9192,90.25,88.38,China,21.78
"Geneticist, molecular",Entertainment,Increasing,High,42766.12,PhD,16,8820,4073,24.19,96.16,Brazil,79.47
Personnel officer,Transportation,Increasing,Low,101755.85,Associate Degree,6,651,2669,58.51,41.16,India,56.33
Environmental manager,Entertainment,Decreasing,Low,43183.53,Master’s Degree,11,7367,7709,98.55,48.55,Brazil,73.93
"Exhibitions officer, museum/gallery",IT,Decreasing,Moderate,133311.54,PhD,16,1058,4511,95.33,61.53,Brazil,34.9
Hydrogeologist,Finance,Decreasing,High,118413.6,Associate Degree,13,8292,8967,18.88,63.13,USA,48.58
Toxicologist,Transportation,Increasing,Low,107386.97,Bachelor’s Degree,4,2344,2545,20.25,87.3,China,41.1
Bookseller,Manufacturing,Decreasing,Moderate,104231.88,Associate Degree,17,5310,7235,60.91,86.85,Brazil,71.64
Medical laboratory scientific officer,Finance,Decreasing,High,145255.84,Bachelor’s Degree,12,6262,2820,80.63,86.2,USA,55.22
"Social research officer, government",Entertainment,Increasing,Moderate,39245.83,PhD,7,2776,7353,68.88,96.35,Australia,31.04
IT consultant,Transportation,Decreasing,High,129497.6,High School,0,1293,1990,84.41,17.72,India,57.19
Hospital pharmacist,Education,Increasing,Moderate,38793.34,Bachelor’s Degree,5,1627,756,95.46,73.71,Australia,35.91
Newspaper journalist,Retail,Increasing,Moderate,65600.81,Bachelor’s Degree,16,3419,7501,88.07,60.62,Canada,56.59
Oncologist,Transportation,Decreasing,Moderate,135832.14,High School,7,8275,763,5.63,93.41,UK,69.89
Dramatherapist,Entertainment,Decreasing,High,121575.21,PhD,13,7783,2692,86.52,55.24,Brazil,44.73
Financial risk analyst,Healthcare,Decreasing,Moderate,36708.02,Bachelor’s Degree,8,1900,8772,49.31,96.35,UK,51.1
Surgeon,Retail,Decreasing,Moderate,83907.9,PhD,9,1124,692,34.49,89.02,China,36.55
"Research officer, government",Entertainment,Decreasing,High,83872.84,Bachelor’s Degree,11,6548,8411,45.85,44.8,India,41.89
Equality and diversity officer,Entertainment,Decreasing,Moderate,54415.81,Bachelor’s Degree,10,3118,2617,51.34,31.37,Canada,30.27
Production engineer,Finance,Increasing,Moderate,34233.18,Master’s Degree,20,7324,4619,65.9,90.27,India,24.47
Oncologist,Healthcare,Decreasing,Low,137175.33,PhD,13,6126,2797,56.35,55.29,Australia,33.67
"Investment banker, operational",Finance,Decreasing,Moderate,60264.6,High School,8,1115,8444,81.73,89.49,USA,26.0
Plant breeder/geneticist,Education,Increasing,High,126333.48,Associate Degree,10,2781,304,56.36,14.24,UK,40.58
Environmental health practitioner,Manufacturing,Decreasing,Moderate,54126.72,PhD,6,1400,1118,35.09,60.01,India,22.12
"Psychologist, prison and probation services",Entertainment,Increasing,Moderate,39789.34,PhD,3,7386,2275,52.3,61.23,Brazil,41.89
Travel agency manager,Entertainment,Increasing,Moderate,31800.12,PhD,7,664,7930,82.22,12.46,Germany,65.24
Food technologist,Retail,Increasing,High,60813.43,PhD,8,7307,7330,86.19,31.12,Brazil,52.75
Printmaker,Retail,Increasing,Low,95342.21,High School,17,8176,4610,58.83,78.23,Brazil,58.35
Database administrator,IT,Decreasing,High,94925.75,High School,13,651,625,35.04,8.99,USA,78.19
Claims inspector/assessor,Transportation,Increasing,High,48506.8,Master’s Degree,20,658,1073,55.21,92.78,Brazil,41.94
Hotel manager,Retail,Increasing,High,114842.95,High School,15,2602,7746,13.76,74.2,Brazil,73.71
Financial controller,Manufacturing,Increasing,Moderate,112433.49,Associate Degree,14,1068,4877,53.6,51.75,Canada,48.71
Chief Financial Officer,Transportation,Decreasing,High,145771.61,Bachelor’s Degree,13,8471,1969,1.35,11.36,USA,69.02
Risk manager,Entertainment,Increasing,Moderate,114250.23,High School,2,3973,1095,23.78,99.45,China,22.96
Museum/gallery conservator,Transportation,Decreasing,Low,98397.03,Bachelor’s Degree,5,4349,7792,43.72,90.99,UK,78.89
Translator,Entertainment,Decreasing,Moderate,56228.22,Associate Degree,3,6962,5406,35.64,43.78,Brazil,39.48
Architect,Finance,Decreasing,Moderate,44322.72,PhD,10,8405,9379,27.39,68.45,Australia,73.27
Investment analyst,IT,Decreasing,Moderate,60654.59,Master’s Degree,2,9465,1499,85.38,74.06,Germany,68.69
Media buyer,Retail,Decreasing,Moderate,53272.62,Bachelor’s Degree,11,6212,5225,3.62,99.86,Brazil,52.18
Race relations officer,Retail,Decreasing,Low,104153.74,Master’s Degree,9,8206,7678,45.0,73.12,Australia,59.83
Chief of Staff,IT,Decreasing,Moderate,128965.3,Bachelor’s Degree,2,3297,1185,38.67,78.53,USA,45.93
"Clinical scientist, histocompatibility and immunogenetics",Transportation,Increasing,Low,106613.68,Bachelor’s Degree,13,1612,9532,61.68,39.75,Australia,42.73
Air traffic controller,Entertainment,Decreasing,Low,62938.43,Associate Degree,10,6884,487,38.76,29.97,China,75.12
Psychiatric nurse,Retail,Decreasing,High,135936.0,Master’s Degree,16,505,7678,13.83,59.94,Australia,76.1
Warehouse manager,Education,Increasing,Moderate,139770.88,Bachelor’s Degree,18,8881,1448,18.28,29.3,Canada,32.45
Chemical engineer,Healthcare,Decreasing,Low,46620.84,High School,5,1276,8170,86.53,32.67,Germany,27.94
"Surveyor, land/geomatics",Entertainment,Decreasing,Moderate,141658.38,Associate Degree,8,4927,7528,46.82,47.16,Germany,65.85
Field trials officer,Retail,Increasing,Low,41843.55,High School,10,2769,3317,16.42,12.77,Brazil,68.69
"Doctor, general practice",Retail,Decreasing,High,100875.36,Associate Degree,6,6406,5623,42.31,41.96,Brazil,35.35
Tax inspector,Finance,Decreasing,Moderate,38926.2,High School,1,5933,8589,28.14,94.97,Germany,50.44
Contracting civil engineer,Transportation,Decreasing,Moderate,34620.37,PhD,15,8794,8970,26.24,55.7,Brazil,70.78
"Engineer, water",Retail,Increasing,High,53901.31,High School,10,5507,712,98.6,88.05,Brazil,23.87
"Engineer, civil (consulting)",Retail,Decreasing,Low,53445.13,Associate Degree,14,977,943,32.17,14.08,China,72.64
Planning and development surveyor,Retail,Increasing,High,129359.92,Bachelor’s Degree,20,2927,8324,72.24,98.71,Canada,33.46
Hydrogeologist,Retail,Increasing,Low,70662.43,PhD,7,5050,2116,90.86,34.24,China,76.06
"Therapist, occupational",Education,Decreasing,Moderate,56469.53,PhD,7,2789,5167,62.39,1.12,UK,55.85
Oceanographer,Healthcare,Increasing,Moderate,132825.82,Associate Degree,13,8238,7933,92.89,58.52,Australia,43.21
Pathologist,Education,Increasing,High,106748.54,PhD,2,4230,8179,42.67,98.32,India,37.8
Landscape architect,Education,Increasing,Moderate,75739.09,Bachelor’s Degree,10,4099,1247,62.66,29.93,Canada,68.5
Community arts worker,Education,Decreasing,Low,143596.15,PhD,3,8711,4748,42.06,40.43,India,48.68
Phytotherapist,IT,Decreasing,Low,120605.92,High School,4,7464,6249,81.65,62.45,China,64.31
Fish farm manager,Entertainment,Increasing,Moderate,38946.87,High School,15,4058,7760,28.09,34.04,Brazil,29.72
"Therapist, horticultural",Manufacturing,Decreasing,High,36194.5,PhD,2,421,244,24.23,43.97,Canada,50.84
Operational researcher,Entertainment,Decreasing,Moderate,51259.56,High School,3,8209,2778,31.15,96.89,India,55.56
Microbiologist,Healthcare,Decreasing,High,122231.39,Bachelor’s Degree,3,697,5202,38.81,26.48,USA,23.8
Acupuncturist,Retail,Increasing,Low,81424.85,Master’s Degree,8,3841,8482,28.22,36.5,Germany,38.67
Hospital pharmacist,Entertainment,Decreasing,Low,47516.69,Associate Degree,18,3094,8912,1.77,50.51,Australia,20.07
Food technologist,Transportation,Increasing,Moderate,147749.55,High School,0,5968,3599,13.08,24.17,Germany,39.89
Visual merchandiser,Finance,Increasing,Moderate,67098.02,Associate Degree,4,5729,9979,67.8,47.37,Australia,54.33
Ranger/warden,Retail,Increasing,Moderate,76914.16,High School,6,3748,6730,95.21,88.43,India,75.01
Research scientist (physical sciences),Retail,Increasing,High,100111.67,Associate Degree,12,2355,1625,48.22,83.37,Australia,70.41
Camera operator,Education,Increasing,High,44231.89,Associate Degree,6,1114,9045,34.08,7.42,China,21.36
"Conservation officer, nature",IT,Decreasing,Moderate,141389.49,Associate Degree,4,4733,1110,12.12,64.64,Australia,79.3
Newspaper journalist,Retail,Decreasing,High,41828.08,High School,13,5248,8495,4.71,86.12,Germany,38.58
Careers adviser,Manufacturing,Decreasing,High,99834.38,Bachelor’s Degree,14,9783,3956,31.22,72.84,India,35.31
Catering manager,Healthcare,Increasing,High,97492.35,Master’s Degree,7,2481,6132,91.12,53.07,China,49.1
Tax inspector,Manufacturing,Increasing,Moderate,95658.8,Bachelor’s Degree,6,3034,307,64.03,13.15,USA,21.75
Chief of Staff,IT,Decreasing,High,140578.62,Bachelor’s Degree,5,5436,8410,9.21,2.79,India,56.88
"Journalist, newspaper",Manufacturing,Increasing,Moderate,42838.12,PhD,6,7069,6319,78.48,14.06,UK,26.41
Chartered public finance accountant,Manufacturing,Decreasing,Low,86395.06,PhD,19,4022,5510,79.36,4.14,Australia,52.24
Medical technical officer,Healthcare,Increasing,Moderate,143945.42,Associate Degree,19,5201,1704,54.78,58.23,China,74.74
Seismic interpreter,Healthcare,Increasing,High,92415.39,Bachelor’s Degree,10,2236,920,25.94,97.62,Brazil,60.93
Midwife,Education,Decreasing,Low,148805.34,High School,8,5322,7546,97.25,23.33,China,31.21
Technical sales engineer,Education,Increasing,Moderate,81857.53,PhD,6,6492,2851,65.97,44.95,India,20.94
"Engineer, aeronautical",Entertainment,Decreasing,High,102393.2,Bachelor’s Degree,4,5541,5526,97.31,13.13,UK,66.67
Television/film/video producer,Education,Decreasing,Moderate,60535.09,PhD,12,1663,4342,26.1,49.1,Canada,70.31
Colour technologist,Healthcare,Decreasing,High,93735.46,PhD,4,6444,175,50.09,34.72,India,25.46
Armed forces training and education officer,Healthcare,Decreasing,Low,82339.47,Associate Degree,0,2391,2560,92.29,46.02,USA,54.4
Astronomer,Education,Decreasing,High,55233.04,Master’s Degree,11,6268,8191,29.95,2.27,China,51.41
Occupational therapist,Transportation,Increasing,High,129192.28,Bachelor’s Degree,4,9570,7615,48.04,69.83,UK,32.77
Air traffic controller,Healthcare,Increasing,High,36211.54,PhD,3,763,7036,6.41,49.79,Canada,23.93
Energy engineer,Retail,Increasing,High,108053.31,High School,3,5115,663,54.74,34.38,Australia,50.93
Archivist,Manufacturing,Increasing,Low,97801.07,Master’s Degree,9,4642,7205,11.99,62.39,India,64.63
"Engineer, electrical",Entertainment,Decreasing,High,63858.1,Associate Degree,11,1247,428,14.95,71.73,UK,33.39
Publishing rights manager,Manufacturing,Increasing,Low,34312.73,Bachelor’s Degree,18,5532,7113,90.3,57.67,Brazil,42.3
Visual merchandiser,Healthcare,Increasing,Low,83752.55,PhD,1,3490,4169,80.15,79.64,Canada,43.19
"Production designer, theatre/television/film",Retail,Decreasing,High,52935.37,Master’s Degree,0,4427,6843,22.67,48.99,Australia,74.98
Research scientist (life sciences),Education,Increasing,Low,70566.07,High School,12,7408,6497,20.67,14.95,Canada,78.74
Diplomatic Services operational officer,Retail,Increasing,High,59678.86,Associate Degree,19,3814,3360,68.42,62.7,India,70.73
Licensed conveyancer,Education,Increasing,Low,34425.78,Associate Degree,16,2884,4243,71.22,24.42,India,73.03
"Designer, exhibition/display",Manufacturing,Decreasing,Moderate,123335.65,Associate Degree,10,8863,5275,87.94,64.94,India,23.93
Pathologist,Transportation,Decreasing,Moderate,140711.32,Bachelor’s Degree,9,4429,3320,83.62,39.69,USA,26.64
Hospital doctor,IT,Increasing,Low,115884.42,Master’s Degree,20,3073,5930,76.31,47.3,Brazil,31.52
Actor,Transportation,Decreasing,Moderate,80035.07,PhD,16,2218,6752,83.85,47.59,Canada,50.79
"Therapist, sports",Finance,Decreasing,Moderate,101634.58,High School,12,3965,4664,11.56,7.13,Germany,23.42
Acupuncturist,Manufacturing,Decreasing,Low,79383.63,Bachelor’s Degree,16,4104,3904,86.45,24.96,China,40.28
Clinical biochemist,IT,Increasing,Low,64435.51,PhD,7,8636,368,80.89,8.47,Canada,75.28
"Horticulturist, amenity",Transportation,Decreasing,Moderate,89145.09,High School,2,6809,1426,11.93,74.84,India,76.17
Food technologist,Entertainment,Decreasing,Moderate,33797.28,High School,2,1676,2637,43.37,54.2,Germany,73.74
"Administrator, arts",Manufacturing,Decreasing,Low,82438.06,High School,14,323,2387,7.96,86.27,China,68.75
Retail manager,Entertainment,Increasing,Low,53972.32,Master’s Degree,12,7033,6396,53.49,66.1,Australia,70.43
Building services engineer,Education,Decreasing,High,58389.49,Bachelor’s Degree,19,4545,6657,60.07,6.66,UK,24.9
Games developer,Transportation,Increasing,Moderate,146995.41,Bachelor’s Degree,0,5552,5098,45.96,25.59,India,54.22
Commercial art gallery manager,IT,Decreasing,Moderate,142485.68,PhD,20,2182,9525,17.03,15.82,Brazil,53.1
Travel agency manager,IT,Decreasing,High,58921.25,Master’s Degree,10,9556,2901,2.76,64.83,China,25.7
Chiropodist,IT,Increasing,Moderate,143204.13,Associate Degree,19,9021,2051,36.59,87.4,China,63.37
"Accountant, chartered",Entertainment,Decreasing,Moderate,105937.37,Bachelor’s Degree,20,9023,613,28.88,45.41,USA,37.82
Print production planner,Manufacturing,Decreasing,High,141555.61,PhD,11,6741,2448,91.68,1.69,India,32.07
Learning disability nurse,Manufacturing,Increasing,Moderate,93350.2,Bachelor’s Degree,6,9975,5124,8.99,93.55,India,27.89
Advice worker,Healthcare,Decreasing,High,31930.88,PhD,17,1221,3164,8.69,16.66,Germany,44.16
Advertising account planner,Retail,Decreasing,Low,90001.97,Master’s Degree,5,1343,369,74.71,63.15,Australia,45.14
Horticultural therapist,Entertainment,Increasing,Low,124471.6,High School,10,2080,7729,61.27,33.08,Canada,32.89
Ergonomist,Retail,Decreasing,Low,113108.08,Bachelor’s Degree,1,2288,3973,18.21,0.16,UK,75.48
Maintenance engineer,IT,Decreasing,High,143819.13,Associate Degree,11,126,7533,2.44,97.54,China,31.16
Police officer,Manufacturing,Increasing,High,89183.53,Associate Degree,17,1470,4266,45.63,30.46,Brazil,25.09
Dispensing optician,Finance,Decreasing,High,57776.29,PhD,8,2213,9114,59.09,89.39,Brazil,28.09
Secondary school teacher,Education,Decreasing,Low,108539.38,Master’s Degree,0,765,9981,26.95,72.61,Brazil,58.09
"Designer, exhibition/display",Education,Decreasing,High,89686.2,PhD,19,9711,8495,71.85,15.01,China,58.11
"Administrator, Civil Service",Retail,Decreasing,High,110285.34,Master’s Degree,12,5227,9738,97.83,38.98,India,24.31
Marketing executive,Finance,Increasing,High,48990.83,Master’s Degree,19,6756,4225,90.13,13.17,Germany,44.25
"Administrator, charities/voluntary organisations",IT,Decreasing,Moderate,43896.43,Bachelor’s Degree,16,119,3262,2.99,70.46,China,22.75
Accounting technician,Manufacturing,Decreasing,High,108678.26,Master’s Degree,11,2028,6696,43.63,57.85,USA,59.91
"Teacher, adult education",Healthcare,Increasing,Low,108106.06,PhD,16,4290,8124,70.6,53.62,Brazil,63.69
Health service manager,Transportation,Increasing,Moderate,87599.87,High School,17,1765,6249,0.71,59.38,Canada,48.75
Publishing rights manager,IT,Decreasing,Low,148255.15,Master’s Degree,8,9231,8245,84.01,81.69,India,30.68
Horticultural consultant,Manufacturing,Increasing,Moderate,105857.07,High School,10,8547,5947,95.83,53.96,Canada,28.43
"Education officer, museum",IT,Decreasing,Low,124161.94,Bachelor’s Degree,16,8779,1450,74.9,16.71,UK,47.92
Colour technologist,Retail,Decreasing,High,51981.07,PhD,19,291,6759,39.37,80.15,India,63.61
Early years teacher,Finance,Decreasing,Low,107592.48,High School,11,1587,6212,13.02,74.58,China,75.27
Environmental consultant,IT,Increasing,High,104813.34,Associate Degree,16,3645,2909,68.22,74.71,India,47.95
Water engineer,Retail,Decreasing,Low,93381.89,PhD,11,1563,2314,19.16,66.95,China,29.73
"Surveyor, insurance",Entertainment,Increasing,Moderate,85703.52,PhD,3,2925,7253,69.52,7.63,Brazil,62.83
"Surveyor, land/geomatics",Finance,Decreasing,High,38210.53,Associate Degree,1,7927,8957,86.58,53.62,Canada,41.63
Ambulance person,Healthcare,Increasing,Low,96028.33,High School,2,4351,4397,11.96,77.03,China,48.03
Hydrographic surveyor,Retail,Decreasing,Low,113185.98,High School,12,5909,7444,4.18,94.96,Germany,43.39
Personal assistant,Transportation,Decreasing,High,30289.23,Master’s Degree,16,8368,5204,22.19,96.67,Canada,40.07
Therapeutic radiographer,Healthcare,Decreasing,High,145469.21,PhD,7,4031,1538,43.39,68.01,Canada,55.4
Garment/textile technologist,Manufacturing,Decreasing,Low,79945.16,Associate Degree,6,4435,796,53.56,2.41,UK,43.02
Tree surgeon,Healthcare,Decreasing,Moderate,54107.13,Associate Degree,6,3504,4341,77.28,25.11,Canada,49.2
Occupational therapist,Transportation,Increasing,Moderate,53196.76,Associate Degree,20,6548,126,19.96,47.65,UK,47.17
Warehouse manager,Transportation,Decreasing,Moderate,115016.21,PhD,15,3411,8159,10.1,38.33,USA,52.67
"Chemist, analytical",Transportation,Decreasing,High,58727.52,PhD,15,9142,2337,8.7,40.15,USA,64.72
Stage manager,Healthcare,Increasing,Moderate,112559.63,Master’s Degree,2,4850,6189,50.71,31.98,Australia,50.01
"Doctor, hospital",Entertainment,Decreasing,Low,89445.51,Master’s Degree,9,7569,1232,63.91,76.11,Australia,41.93
Immigration officer,Transportation,Increasing,High,148434.84,PhD,6,7459,6993,71.03,68.07,Canada,42.45
"Sales professional, IT",Finance,Increasing,High,107579.65,Associate Degree,4,7319,6529,87.69,30.19,India,74.0
Video editor,Education,Decreasing,High,138275.24,Bachelor’s Degree,2,2774,2481,8.09,18.2,India,65.73
Environmental consultant,Entertainment,Increasing,Moderate,70744.36,PhD,18,5961,7920,1.45,19.13,India,59.92
"Programmer, systems",Retail,Increasing,Low,113109.96,Bachelor’s Degree,1,363,4072,36.26,70.06,Canada,22.3
Pension scheme manager,Manufacturing,Increasing,High,104958.99,Bachelor’s Degree,9,886,1409,49.98,84.9,Australia,65.18
Hydrologist,Finance,Decreasing,Low,136859.62,Bachelor’s Degree,4,7371,4467,17.4,0.96,Brazil,65.53
"Surveyor, minerals",Finance,Increasing,Low,97070.18,PhD,17,7192,5298,75.32,36.39,Australia,29.15
"Surveyor, quantity",Finance,Increasing,High,132550.69,PhD,3,8414,8711,93.67,97.22,India,60.67
Scientific laboratory technician,Healthcare,Increasing,High,87978.16,High School,12,5300,9056,14.44,23.98,Australia,46.44
Immunologist,Transportation,Increasing,Low,83176.82,Associate Degree,4,7164,1539,71.74,45.37,UK,22.48
"Editor, film/video",IT,Decreasing,High,91944.54,Bachelor’s Degree,6,2002,8020,62.04,34.43,China,60.61
Camera operator,Retail,Increasing,Low,139901.27,Master’s Degree,9,9571,6114,77.41,22.21,China,48.88
"Research officer, political party",Manufacturing,Increasing,Moderate,41676.24,Master’s Degree,8,9228,3646,81.82,68.68,Brazil,59.01
Database administrator,IT,Decreasing,High,113249.82,High School,4,5142,8111,53.16,95.16,Brazil,50.31
"Lecturer, higher education",IT,Decreasing,High,36006.99,Master’s Degree,8,9771,7641,29.79,89.54,Australia,34.02
Press photographer,Finance,Increasing,High,43257.75,PhD,19,872,1221,70.67,88.77,China,74.99
"Administrator, arts",Education,Increasing,Low,142825.64,PhD,3,6978,2810,23.06,33.09,UK,53.67
"Lecturer, higher education",Education,Decreasing,Low,104961.18,High School,6,5198,4018,92.43,45.54,UK,22.73
"Teacher, adult education",Healthcare,Increasing,High,148510.35,High School,1,9987,7380,32.99,31.48,Brazil,76.01
"Accountant, chartered management",Finance,Increasing,High,88811.23,PhD,2,7352,1841,43.37,18.44,India,55.94
Magazine journalist,Healthcare,Decreasing,Low,110979.21,PhD,3,6441,8938,95.01,57.99,Brazil,21.89
Social worker,Transportation,Decreasing,Low,53022.18,High School,0,824,2449,63.56,61.11,Canada,59.79
"Production assistant, television",Retail,Increasing,Moderate,98863.13,Bachelor’s Degree,14,1527,4444,6.56,49.67,Brazil,72.86
Operational investment banker,IT,Increasing,Moderate,71712.83,Bachelor’s Degree,0,5714,9685,38.63,65.0,Australia,63.37
Insurance broker,Education,Decreasing,Low,70564.71,PhD,2,9569,3715,90.87,65.78,China,52.39
"Geologist, wellsite",Finance,Increasing,Moderate,129898.84,Master’s Degree,14,3968,1248,68.53,77.47,Australia,28.05
"Conservation officer, nature",Healthcare,Increasing,Moderate,105273.32,Master’s Degree,15,2994,1199,31.12,98.52,Brazil,71.49
Warden/ranger,Transportation,Increasing,Moderate,138909.21,PhD,19,3403,4086,72.6,51.49,Canada,45.99
Tax adviser,Transportation,Increasing,High,138875.59,Master’s Degree,5,7285,7638,52.38,13.88,USA,73.21
Freight forwarder,Finance,Increasing,Low,130042.54,Master’s Degree,13,2998,9654,25.85,68.56,China,32.78
Oncologist,Healthcare,Decreasing,High,50451.35,High School,4,4349,7615,95.57,83.47,UK,65.24
"Surveyor, land/geomatics",Manufacturing,Increasing,High,104831.84,Master’s Degree,9,8409,4042,61.89,55.8,Germany,79.84
"Research officer, political party",Entertainment,Decreasing,Low,94977.44,Associate Degree,2,676,7865,47.17,17.2,China,54.16
Cartographer,Transportation,Increasing,Low,87075.63,Bachelor’s Degree,3,8579,946,11.88,36.31,India,62.01
Museum/gallery curator,IT,Decreasing,Moderate,40802.31,Master’s Degree,6,8629,9240,29.15,75.14,Germany,60.48
Medical physicist,Healthcare,Decreasing,Low,103792.13,PhD,11,2235,8900,73.17,90.6,Brazil,64.24
Retail manager,Manufacturing,Decreasing,Low,107449.75,High School,9,1769,7541,18.93,14.32,China,35.06
Ophthalmologist,Healthcare,Increasing,Moderate,68789.14,Master’s Degree,17,7205,8440,88.89,96.74,Germany,24.51
"Doctor, hospital",Transportation,Increasing,High,142698.68,PhD,11,938,4659,73.53,71.91,Australia,59.11
"Social research officer, government",Healthcare,Decreasing,Moderate,116986.75,Associate Degree,7,4816,8335,47.79,93.85,Brazil,39.52
Conference centre manager,Manufacturing,Increasing,Low,85067.79,Master’s Degree,8,3294,6542,45.98,10.49,Brazil,50.28
"Scientist, clinical (histocompatibility and immunogenetics)",Education,Decreasing,High,39476.52,High School,19,3665,3520,92.08,12.5,Brazil,36.26
Actuary,Healthcare,Decreasing,Low,97397.88,High School,10,6754,6651,47.84,88.66,Australia,35.21
Recycling officer,Finance,Decreasing,Low,142151.4,Bachelor’s Degree,17,4151,2931,4.38,80.29,Canada,76.43
Surgeon,Retail,Decreasing,Low,44977.32,Associate Degree,5,2420,8963,31.56,79.74,Brazil,34.6
Industrial/product designer,Transportation,Decreasing,Moderate,101290.46,Bachelor’s Degree,7,3866,8503,12.77,8.77,UK,49.48
"Therapist, nutritional",Manufacturing,Increasing,Low,76322.86,High School,11,9675,7575,1.45,5.43,USA,47.76
Podiatrist,Manufacturing,Decreasing,Moderate,139906.23,High School,9,1769,5453,49.8,67.37,Canada,20.26
Comptroller,Education,Decreasing,High,120619.75,Bachelor’s Degree,9,3556,1875,38.74,13.08,Australia,58.6
Fitness centre manager,Healthcare,Decreasing,Low,88844.33,Associate Degree,10,2139,5105,48.99,43.52,China,25.78
Medical technical officer,IT,Decreasing,Low,46773.59,Bachelor’s Degree,12,437,7152,20.71,58.39,USA,21.47
"Surveyor, planning and development",Retail,Increasing,High,50563.28,Associate Degree,7,2745,9119,51.06,6.54,India,34.93
"Engineer, biomedical",Retail,Decreasing,High,122638.13,High School,20,5896,7726,80.14,31.32,UK,56.58
"Engineer, biomedical",IT,Increasing,Low,77789.2,Bachelor’s Degree,16,3500,4207,17.27,58.09,UK,36.6
Trade union research officer,Education,Increasing,High,107710.72,Associate Degree,8,6322,7349,24.52,64.39,Brazil,50.48
Building control surveyor,Manufacturing,Increasing,High,128570.46,PhD,7,206,8489,59.24,12.55,China,36.38
Accommodation manager,Transportation,Decreasing,High,134598.98,Bachelor’s Degree,7,9281,832,37.48,56.92,Germany,33.01
Health visitor,IT,Increasing,High,148794.45,High School,15,4854,7832,94.53,88.07,Germany,77.6
Risk manager,Education,Decreasing,Low,61102.44,PhD,5,6451,9805,16.23,49.9,Australia,48.31
Science writer,Manufacturing,Increasing,Low,110177.19,Associate Degree,8,4237,4552,52.38,46.53,Canada,62.1
Chief Executive Officer,IT,Increasing,Moderate,42519.7,Associate Degree,6,6565,7013,81.2,52.39,UK,65.8
"Research officer, government",IT,Increasing,Low,81847.14,Master’s Degree,7,4662,5429,61.81,61.96,Australia,56.38
"Scientist, physiological",IT,Decreasing,Low,72614.31,Bachelor’s Degree,10,2231,3883,82.17,50.72,Brazil,63.22
Audiological scientist,Education,Increasing,High,48658.46,Master’s Degree,14,3372,7184,96.85,54.54,China,30.84
Actuary,Education,Decreasing,Low,62318.39,Bachelor’s Degree,6,4004,9985,17.45,95.58,China,27.52
Risk analyst,Entertainment,Decreasing,Moderate,43286.99,Master’s Degree,8,7002,1458,28.49,87.13,Germany,34.45
Insurance underwriter,IT,Increasing,High,110022.0,Bachelor’s Degree,15,8315,6553,17.11,28.75,USA,29.17
"Geneticist, molecular",Healthcare,Decreasing,High,146581.17,Bachelor’s Degree,2,7203,6491,97.65,57.95,Australia,38.51
"Geologist, engineering",Healthcare,Increasing,High,67584.7,Master’s Degree,14,2497,8172,1.77,94.49,UK,33.39
Multimedia programmer,IT,Decreasing,High,131442.78,PhD,18,5901,6279,68.24,67.94,UK,20.04
Arts development officer,Healthcare,Increasing,Moderate,112360.96,High School,2,6189,2355,32.74,29.33,Brazil,74.8
Quantity surveyor,Retail,Decreasing,Moderate,124253.07,PhD,8,9989,5367,16.06,37.37,Canada,67.88
Operational researcher,Manufacturing,Decreasing,High,36453.9,High School,0,9296,4484,52.98,86.74,UK,79.83
Information systems manager,Healthcare,Increasing,High,85595.0,PhD,8,2722,2136,68.19,24.2,China,37.18
Astronomer,Education,Increasing,Moderate,80791.47,Master’s Degree,16,1118,7590,85.4,81.81,Australia,71.66
"Engineer, maintenance",Education,Increasing,Low,89947.91,High School,11,3348,6846,64.43,47.77,India,58.84
Comptroller,Entertainment,Decreasing,Low,37947.53,Master’s Degree,1,1041,3347,25.55,33.93,Germany,38.2
"Engineer, water",IT,Decreasing,Low,64043.14,Associate Degree,14,5044,8525,26.47,88.92,UK,76.71
Building services engineer,Healthcare,Decreasing,High,34175.15,High School,0,2852,2880,97.33,11.77,Brazil,42.68
Music therapist,Finance,Increasing,Low,104992.18,PhD,6,1303,7215,54.71,4.3,Germany,45.9
Control and instrumentation engineer,Education,Increasing,High,94500.78,Master’s Degree,2,5325,8400,75.41,0.96,Australia,29.81
Building control surveyor,Education,Decreasing,Low,112472.26,High School,9,3348,1652,60.17,41.01,India,23.2
Ophthalmologist,Healthcare,Increasing,High,60831.75,Master’s Degree,1,8670,2363,3.77,54.57,Germany,28.04
"Psychologist, counselling",Manufacturing,Increasing,Moderate,123287.02,Bachelor’s Degree,0,5208,3222,51.88,95.37,Canada,68.08
Health visitor,Transportation,Decreasing,High,121578.36,Bachelor’s Degree,5,8021,998,79.53,27.44,USA,61.91
"Librarian, academic",Retail,Decreasing,Moderate,83162.68,Master’s Degree,9,8798,9279,32.37,51.49,Canada,58.39
"Editor, commissioning",Entertainment,Decreasing,Moderate,137135.96,PhD,17,4430,3076,98.61,63.67,Canada,70.25
Bonds trader,IT,Increasing,Moderate,71519.98,PhD,7,8531,7390,17.29,75.52,Brazil,29.26
Banker,IT,Decreasing,Low,81455.29,Associate Degree,0,4145,3107,72.78,14.62,UK,38.68
"Engineer, civil (consulting)",Retail,Decreasing,High,67972.65,High School,5,3862,3725,10.31,70.19,USA,42.43
Telecommunications researcher,Retail,Decreasing,Low,47248.13,High School,4,7160,570,79.04,63.75,Canada,25.22
Public librarian,Finance,Increasing,Moderate,35679.11,Master’s Degree,2,7535,9871,70.38,39.5,Canada,74.67
"Psychologist, prison and probation services",Manufacturing,Decreasing,High,68415.49,Bachelor’s Degree,18,8283,2016,77.42,92.97,Canada,30.88
Records manager,IT,Increasing,Low,56773.57,PhD,5,7758,190,34.11,91.16,Canada,29.27
Merchant navy officer,Manufacturing,Decreasing,Moderate,131070.0,Master’s Degree,15,6751,4049,99.48,59.14,China,66.78
Theatre manager,Healthcare,Decreasing,High,139936.5,PhD,13,3460,2061,78.13,90.37,USA,33.96
Financial controller,Finance,Increasing,High,84650.13,Master’s Degree,10,167,8592,85.22,37.55,Canada,57.68
"Therapist, nutritional",Entertainment,Decreasing,Low,52585.31,High School,19,2534,1213,60.46,0.63,Germany,41.96
Air cabin crew,Finance,Increasing,High,97266.92,Associate Degree,17,8824,6123,54.02,33.3,India,69.53
"Scientist, clinical (histocompatibility and immunogenetics)",IT,Decreasing,Moderate,57720.55,Master’s Degree,16,3265,4311,9.3,72.06,India,47.7
Ophthalmologist,Education,Decreasing,High,123762.88,Associate Degree,0,9455,6460,2.45,21.91,China,78.65
"Scientist, product/process development",Healthcare,Decreasing,Moderate,54377.27,PhD,17,6335,5109,84.0,53.27,Canada,45.16
"Engineer, civil (consulting)",Entertainment,Increasing,High,110404.8,High School,19,7092,8446,91.86,93.06,USA,52.36
Financial risk analyst,Manufacturing,Decreasing,Low,62912.11,Bachelor’s Degree,16,9988,1712,39.64,45.39,Canada,55.06
Pharmacologist,Entertainment,Decreasing,Moderate,38087.19,Bachelor’s Degree,9,8093,3517,51.68,13.07,Brazil,34.58
Tax inspector,Transportation,Decreasing,High,142409.15,Associate Degree,10,2337,306,70.72,9.92,Brazil,76.75
"Doctor, hospital",Transportation,Increasing,Moderate,87068.31,High School,7,9837,7437,25.96,86.52,China,27.34
Waste management officer,Entertainment,Decreasing,Low,136564.14,Bachelor’s Degree,13,9162,5098,32.99,56.31,USA,47.58
General practice doctor,IT,Decreasing,High,127019.23,High School,14,3667,821,89.03,98.43,India,26.39
Arboriculturist,Entertainment,Increasing,Moderate,149346.37,PhD,17,316,917,65.12,22.1,Brazil,70.67
Architectural technologist,Manufacturing,Decreasing,Moderate,69542.74,Associate Degree,14,913,4762,70.07,16.47,Canada,54.13
Tourism officer,Retail,Increasing,Moderate,117332.02,Bachelor’s Degree,2,7532,8472,27.5,94.05,Brazil,55.08
Psychotherapist,Entertainment,Decreasing,High,75506.19,High School,19,3650,4802,8.31,50.36,China,27.74
"Librarian, academic",Manufacturing,Increasing,Moderate,95562.8,PhD,1,5629,7022,61.54,33.61,China,67.88
Tour manager,Manufacturing,Increasing,Moderate,145267.39,PhD,1,7661,7273,46.96,41.9,China,25.01
Private music teacher,Transportation,Decreasing,High,41737.97,PhD,12,1166,6438,42.88,57.78,Brazil,27.12
Location manager,Transportation,Decreasing,Low,112623.72,Associate Degree,1,5420,112,39.07,39.02,USA,71.1
Historic buildings inspector/conservation officer,Education,Decreasing,High,95107.45,High School,3,8992,5567,96.98,98.95,India,59.48
Retail manager,Transportation,Decreasing,High,96307.11,Associate Degree,8,3216,3438,26.69,61.48,India,63.48
Clinical embryologist,Education,Decreasing,Moderate,84200.55,High School,10,4784,6761,78.28,7.76,Brazil,37.01
"Conservator, museum/gallery",IT,Increasing,Moderate,98155.87,High School,10,6609,5577,58.85,54.2,Australia,24.32
"Pharmacist, community",Entertainment,Decreasing,High,56315.26,PhD,8,9757,3484,66.03,15.4,India,37.64
Scientific laboratory technician,Retail,Increasing,High,119344.76,Bachelor’s Degree,0,3134,6853,96.53,9.45,Brazil,59.43
Petroleum engineer,IT,Decreasing,High,55814.29,High School,7,3420,4314,28.88,5.72,USA,51.3
Quantity surveyor,Transportation,Increasing,High,80246.68,Master’s Degree,8,5813,2765,15.57,86.36,Brazil,77.19
Senior tax professional/tax inspector,Manufacturing,Decreasing,Low,120142.25,PhD,7,1970,6852,26.6,80.71,USA,58.46
Building surveyor,Education,Decreasing,High,136148.51,Associate Degree,19,168,5910,67.95,70.67,China,56.15
Maintenance engineer,Healthcare,Decreasing,Low,143852.16,High School,12,9590,3624,99.58,48.95,Canada,38.18
"Production assistant, radio",IT,Increasing,Moderate,47101.69,High School,5,4483,8115,64.0,45.26,China,27.4
Production engineer,Retail,Decreasing,Low,90595.4,Bachelor’s Degree,2,6657,6911,3.45,45.63,China,69.28
Applications developer,Healthcare,Decreasing,Low,50221.64,Bachelor’s Degree,9,3481,9677,46.5,31.22,Brazil,38.41
"Administrator, sports",Transportation,Increasing,High,108919.91,Bachelor’s Degree,11,9975,8233,62.63,41.93,Australia,30.66
"Engineer, maintenance",IT,Increasing,Moderate,52216.17,Associate Degree,9,316,7605,28.57,36.01,India,66.01
Occupational hygienist,Transportation,Increasing,High,87780.26,Master’s Degree,5,4143,8607,20.86,51.34,Canada,61.84
Neurosurgeon,Entertainment,Decreasing,Moderate,132972.99,Bachelor’s Degree,6,2984,2996,12.03,76.57,UK,54.44
Marine scientist,Healthcare,Decreasing,Low,48115.54,PhD,5,7478,581,6.04,88.14,China,71.09
"Surveyor, land/geomatics",Entertainment,Increasing,High,84309.4,Associate Degree,5,8081,9993,67.01,22.65,Australia,59.59
Ceramics designer,Retail,Decreasing,Moderate,70037.52,Associate Degree,12,5576,2053,94.42,8.64,USA,65.72
Toxicologist,Transportation,Increasing,Moderate,83143.59,PhD,4,2404,6198,75.73,83.48,Brazil,36.37
"Clinical scientist, histocompatibility and immunogenetics",Education,Decreasing,Moderate,85917.18,High School,15,6522,1864,98.41,64.52,Germany,62.15
"Therapist, horticultural",Finance,Increasing,Moderate,69243.98,Master’s Degree,6,4356,9817,10.83,12.52,Canada,76.85
Warden/ranger,IT,Decreasing,Moderate,123200.19,PhD,14,2459,6375,67.68,76.37,India,40.42
Economist,Healthcare,Increasing,High,71956.89,Master’s Degree,7,8486,8764,65.33,55.08,India,59.0
"Engineer, civil (contracting)",Transportation,Decreasing,Low,37246.91,Bachelor’s Degree,15,1490,5139,94.96,72.5,China,75.18
Broadcast journalist,IT,Decreasing,High,84679.78,Associate Degree,14,6265,3808,75.88,87.3,India,50.18
Hotel manager,IT,Increasing,Low,146876.15,Master’s Degree,6,4721,8355,97.23,57.27,Brazil,74.89
Legal secretary,Finance,Decreasing,High,62335.62,Bachelor’s Degree,9,746,9974,31.73,26.53,Germany,58.63
Television/film/video producer,Manufacturing,Decreasing,Moderate,101078.76,Master’s Degree,14,5903,2549,76.55,44.1,India,59.59
Hydrogeologist,Retail,Increasing,Moderate,83305.9,PhD,11,8698,3678,26.43,18.81,UK,75.44
"Designer, furniture",IT,Increasing,Low,97350.33,Master’s Degree,6,7068,4712,2.97,14.06,Germany,44.82
Risk manager,Entertainment,Decreasing,High,142591.37,High School,20,1570,3756,79.96,75.9,Germany,28.29
"Designer, blown glass/stained glass",Manufacturing,Increasing,Moderate,53273.42,Bachelor’s Degree,20,6038,6083,94.17,47.19,Canada,60.96
"Psychologist, clinical",Entertainment,Decreasing,High,31184.92,Associate Degree,15,5135,9003,32.52,0.76,Canada,26.37
"Surveyor, hydrographic",Education,Decreasing,High,115824.42,Bachelor’s Degree,4,1933,6765,2.08,66.47,Germany,37.61
Senior tax professional/tax inspector,Education,Decreasing,Moderate,141490.59,Master’s Degree,18,5660,2293,44.04,70.78,China,74.31
Health service manager,Retail,Increasing,Low,75894.17,High School,8,9909,6855,24.97,32.43,Brazil,34.39
"Doctor, hospital",Manufacturing,Decreasing,High,43011.86,PhD,5,3132,3588,45.15,81.46,China,46.37
Publishing copy,Finance,Increasing,High,121666.71,PhD,6,9239,126,18.63,66.57,Canada,37.88
Interior and spatial designer,Education,Decreasing,Moderate,63739.1,Associate Degree,14,9213,919,51.77,55.06,USA,47.71
"Administrator, local government",Finance,Increasing,High,96024.21,Associate Degree,16,6242,1493,6.41,1.33,USA,46.51
Interpreter,Education,Decreasing,Moderate,51522.31,Associate Degree,20,4647,3444,14.53,19.74,India,43.48
Lexicographer,Healthcare,Decreasing,Low,86920.21,High School,9,9268,3443,96.25,12.31,UK,76.32
English as a foreign language teacher,Entertainment,Increasing,Low,138899.29,PhD,0,8463,7660,27.61,61.27,Canada,64.41
Colour technologist,Entertainment,Decreasing,Low,143259.98,Associate Degree,0,1497,9885,87.3,5.29,Australia,31.83
Medical technical officer,Entertainment,Increasing,Moderate,69877.81,Bachelor’s Degree,20,6501,9226,51.91,26.68,Brazil,69.17
Careers information officer,Healthcare,Decreasing,Low,50095.63,High School,3,1293,6129,91.88,80.11,Australia,43.45
Market researcher,Entertainment,Decreasing,Moderate,84725.11,Associate Degree,19,4166,2167,11.21,23.9,China,41.65
"Designer, graphic",Healthcare,Decreasing,Low,119753.64,PhD,12,9412,3078,70.56,28.09,Canada,67.53
"Scientist, marine",Retail,Increasing,High,33091.44,High School,10,2378,7072,71.59,33.99,Brazil,75.26
Research scientist (medical),Transportation,Increasing,Moderate,114786.03,Bachelor’s Degree,14,5817,8929,33.79,91.82,Germany,34.23
"Nurse, children's",Manufacturing,Increasing,Low,46733.52,Bachelor’s Degree,9,7211,9327,65.35,21.39,USA,52.28
"Buyer, industrial",Entertainment,Increasing,Low,115929.66,Bachelor’s Degree,14,2779,5258,87.57,32.4,USA,22.76
Management consultant,Manufacturing,Decreasing,High,91608.75,Associate Degree,0,6485,9024,9.87,66.91,Brazil,78.9
"Physicist, medical",Education,Decreasing,Low,104126.39,Bachelor’s Degree,19,354,3627,25.91,25.04,UK,64.32
Recycling officer,Finance,Decreasing,Low,113551.05,PhD,19,2660,3760,61.17,16.08,Australia,41.18
"Pharmacist, hospital",Retail,Increasing,Moderate,86054.41,Bachelor’s Degree,8,2843,9310,80.89,47.87,India,59.25
Legal secretary,IT,Decreasing,Moderate,87489.61,Master’s Degree,12,3091,2535,30.65,8.31,India,26.19
"Scientist, product/process development",Transportation,Decreasing,Low,86319.0,High School,9,9599,9488,75.32,44.71,India,30.52
Insurance claims handler,Healthcare,Increasing,Moderate,57993.79,Associate Degree,8,5633,6127,21.65,54.86,Brazil,43.47
Therapeutic radiographer,IT,Increasing,Moderate,107565.18,PhD,11,6753,9190,4.03,39.59,UK,31.25
Secretary/administrator,Finance,Decreasing,Low,109927.05,PhD,7,5778,5627,37.32,49.41,Brazil,63.57
Petroleum engineer,Healthcare,Increasing,Low,32557.0,Associate Degree,5,3653,7291,63.7,18.46,Canada,27.79
Emergency planning/management officer,Entertainment,Increasing,Low,38740.89,PhD,5,6915,1747,0.19,66.28,Germany,73.09
"Engineer, production",Transportation,Decreasing,Low,106256.6,High School,11,6243,9668,56.08,9.08,Brazil,34.51
"Editor, film/video",Finance,Increasing,High,140367.69,Master’s Degree,8,2380,9839,9.62,13.43,Australia,77.47
"Doctor, general practice",Healthcare,Increasing,Low,75527.79,Associate Degree,6,8789,3914,36.75,10.45,Brazil,35.76
Architectural technologist,Entertainment,Decreasing,Low,44140.99,Master’s Degree,11,8072,9616,13.57,63.47,UK,34.94
Hotel manager,Transportation,Increasing,Moderate,96739.12,Bachelor’s Degree,9,3998,6785,31.77,2.8,Germany,58.9
Risk analyst,Retail,Decreasing,Low,142644.56,Master’s Degree,17,9333,4782,17.9,78.66,Canada,79.99
Metallurgist,IT,Decreasing,Low,36899.97,Master’s Degree,19,6219,5427,54.01,2.99,Australia,72.4
Public librarian,IT,Decreasing,Low,146452.35,Master’s Degree,8,5763,1101,49.5,1.02,UK,54.98
"Civil engineer, consulting",IT,Decreasing,High,61578.86,PhD,11,5784,6143,42.65,44.94,USA,31.29
Marketing executive,Retail,Decreasing,Low,38025.17,Associate Degree,19,1363,8329,3.8,55.9,Brazil,25.13
"Conservation officer, nature",Retail,Increasing,High,55971.9,Master’s Degree,6,4599,5737,20.61,47.12,China,31.56
Podiatrist,Education,Decreasing,Low,92352.58,PhD,19,1807,8991,56.37,48.33,USA,32.08
Risk manager,Manufacturing,Increasing,Low,101068.31,Master’s Degree,11,4997,5920,50.9,8.48,Germany,60.14
Contractor,IT,Increasing,High,52640.52,High School,0,5869,411,47.5,60.09,India,29.79
"Journalist, newspaper",Healthcare,Increasing,Low,73535.34,Master’s Degree,0,1758,2581,69.12,40.64,Canada,48.8
Ranger/warden,Finance,Decreasing,Moderate,51955.48,Master’s Degree,18,7038,8144,13.57,68.2,Canada,48.48
Financial planner,Manufacturing,Decreasing,Moderate,129866.58,High School,5,1025,9412,28.44,8.6,Germany,69.39
Surgeon,Entertainment,Decreasing,High,132128.91,High School,18,6670,4252,28.23,37.09,UK,42.29
Land/geomatics surveyor,Transportation,Decreasing,High,123403.8,PhD,12,7438,7156,28.82,20.52,Germany,61.94
Sales executive,Manufacturing,Decreasing,Low,120998.95,Bachelor’s Degree,14,1678,9231,51.35,41.28,China,43.81
"Designer, textile",Entertainment,Increasing,Low,48983.18,High School,12,228,2314,50.45,94.33,Australia,59.29
Osteopath,Education,Increasing,Moderate,64840.35,Bachelor’s Degree,14,3722,4353,55.06,79.65,China,33.65
"Optician, dispensing",IT,Increasing,High,121566.31,High School,17,3024,8302,37.05,80.81,USA,30.23
Petroleum engineer,Education,Increasing,Low,123071.48,PhD,12,5695,7752,66.55,2.4,Australia,51.11
Race relations officer,Transportation,Decreasing,High,112855.24,Associate Degree,10,9077,8218,20.46,33.79,Brazil,26.06
Scientific laboratory technician,Retail,Increasing,Moderate,127280.42,PhD,1,9194,431,72.86,44.52,Canada,65.12
"Surveyor, mining",Manufacturing,Decreasing,Low,128698.4,Master’s Degree,20,7804,5241,4.28,61.92,Australia,41.24
Conference centre manager,Retail,Decreasing,Moderate,39726.61,Bachelor’s Degree,11,8919,3548,22.62,89.02,Australia,78.76
Fine artist,Retail,Increasing,Moderate,68961.19,Bachelor’s Degree,3,767,3510,10.62,13.89,India,56.3
Geophysical data processor,Finance,Decreasing,Low,74503.59,PhD,10,2561,9605,57.0,16.86,India,65.45
Product manager,IT,Increasing,High,88497.32,Bachelor’s Degree,10,7122,598,61.17,20.74,USA,60.38
Environmental health practitioner,Healthcare,Decreasing,High,77983.16,PhD,1,1686,7558,78.22,68.98,Australia,41.54
"Nurse, learning disability",Transportation,Decreasing,Moderate,35420.0,Associate Degree,7,2726,963,26.02,62.38,UK,51.42
"Designer, furniture",Manufacturing,Increasing,Moderate,130733.36,PhD,10,3336,8290,33.49,91.22,China,60.57
Dealer,Education,Increasing,High,145679.11,Master’s Degree,19,4282,4154,61.74,21.43,China,64.77
Learning disability nurse,Education,Decreasing,High,46785.8,Bachelor’s Degree,9,8742,2047,94.29,39.16,Canada,71.09
English as a foreign language teacher,Education,Increasing,Low,93614.17,High School,9,6725,4198,74.21,76.23,Canada,20.03
"Civil engineer, consulting",Education,Decreasing,Moderate,70328.14,Master’s Degree,13,9619,6223,88.46,33.97,Australia,27.93
Control and instrumentation engineer,Entertainment,Decreasing,Moderate,145234.17,Associate Degree,3,3145,6807,18.1,81.8,Canada,71.39
Private music teacher,Finance,Increasing,Low,59718.8,Master’s Degree,5,1316,5151,33.43,79.23,India,37.73
Jewellery designer,Healthcare,Decreasing,High,44994.47,High School,16,2395,9449,16.13,40.31,UK,37.65
Control and instrumentation engineer,Healthcare,Decreasing,Moderate,129523.93,Master’s Degree,4,9749,7379,25.92,39.64,India,49.93
Toxicologist,Transportation,Increasing,High,44689.48,PhD,3,9078,913,71.43,32.74,India,44.37
Television camera operator,Retail,Decreasing,Moderate,125582.57,Master’s Degree,3,7192,6749,54.44,7.39,India,50.83
"Surveyor, hydrographic",Entertainment,Decreasing,Moderate,72536.25,High School,19,323,190,93.28,41.62,Australia,61.07
Chartered public finance accountant,Finance,Increasing,High,99900.0,High School,16,8679,5405,44.86,10.89,Canada,78.89
Environmental consultant,Entertainment,Increasing,Moderate,85945.95,PhD,10,2286,9418,49.09,97.57,China,35.32
Water engineer,Manufacturing,Increasing,Moderate,52918.54,Associate Degree,13,5113,2700,64.89,22.45,UK,61.42
Paramedic,IT,Decreasing,High,60450.21,Bachelor’s Degree,0,8759,7401,12.19,76.9,China,62.55
"Scientist, water quality",Finance,Decreasing,Low,102773.02,Bachelor’s Degree,17,1519,1776,12.18,92.66,USA,44.4
"Teacher, early years/pre",Entertainment,Increasing,Moderate,130599.5,PhD,7,744,3797,82.98,20.8,USA,65.26
Warehouse manager,Manufacturing,Increasing,Moderate,65933.47,Master’s Degree,18,3951,2309,30.04,75.07,China,31.9
"Psychologist, sport and exercise",Finance,Increasing,Moderate,76797.68,Master’s Degree,20,550,7138,27.12,39.42,Canada,57.07
Building surveyor,Finance,Decreasing,High,101847.82,High School,15,8422,2654,17.42,38.63,India,42.58
Chartered certified accountant,Education,Decreasing,Low,65672.55,Bachelor’s Degree,17,7798,3346,0.74,37.72,India,41.44
"Lecturer, further education",Retail,Decreasing,Low,58981.56,High School,16,8452,5053,17.09,25.74,China,42.08
Health and safety inspector,Finance,Decreasing,High,104913.82,Master’s Degree,10,9128,4131,36.77,7.89,Brazil,75.57
Veterinary surgeon,Education,Decreasing,Low,47695.0,Master’s Degree,15,1363,740,36.33,46.49,USA,43.91
Quarry manager,Healthcare,Increasing,High,55777.32,Associate Degree,9,2618,5078,91.62,25.88,UK,63.11
Metallurgist,Healthcare,Increasing,High,75361.45,High School,10,4433,3444,33.47,49.42,UK,42.06
Architectural technologist,Finance,Decreasing,Low,80294.59,PhD,11,817,2596,34.84,55.1,Germany,72.89
"Engineer, production",Entertainment,Decreasing,Low,56170.41,Bachelor’s Degree,8,9079,8472,93.26,34.69,UK,55.13
"Designer, furniture",Healthcare,Decreasing,Low,94295.14,Associate Degree,7,9207,5468,63.73,75.37,Canada,65.27
Logistics and distribution manager,Education,Increasing,Low,33086.16,PhD,7,970,3324,0.84,78.29,UK,79.82
Toxicologist,Retail,Increasing,Low,83368.31,Bachelor’s Degree,18,3012,4315,1.66,10.83,China,45.54
"Radiographer, diagnostic",Education,Increasing,Moderate,64031.27,Master’s Degree,1,192,2154,1.13,68.14,USA,52.38
Community pharmacist,Healthcare,Increasing,High,115477.52,PhD,2,6345,8120,87.55,86.92,USA,34.49
"Lecturer, further education",Transportation,Increasing,High,104050.2,Associate Degree,14,5860,3057,24.48,37.44,Australia,37.39
"Scientist, research (life sciences)",Finance,Increasing,High,103321.16,Associate Degree,3,216,1181,83.03,96.03,USA,57.85
Recycling officer,Education,Decreasing,High,40568.5,Bachelor’s Degree,2,5410,1148,87.73,99.57,China,35.92
"Geologist, engineering",Retail,Increasing,Moderate,109343.35,Bachelor’s Degree,19,3180,166,5.41,62.21,India,37.48
"Psychotherapist, dance movement",IT,Increasing,Moderate,49735.54,High School,14,8530,6286,9.7,17.02,China,35.6
Theatre stage manager,IT,Increasing,Low,114372.64,Associate Degree,1,462,3761,95.21,77.59,Australia,39.75
"Pharmacist, community",Entertainment,Increasing,Moderate,82374.17,High School,7,3954,8832,88.45,36.04,UK,37.58
"Engineer, drilling",Manufacturing,Decreasing,High,136954.83,High School,13,2644,8223,37.78,43.41,USA,20.67
Insurance broker,IT,Decreasing,Moderate,36396.0,PhD,14,661,4840,44.93,2.26,UK,51.35
Health service manager,Finance,Decreasing,High,35950.36,Bachelor’s Degree,9,2686,1562,57.61,83.17,USA,49.43
Field trials officer,Transportation,Decreasing,Low,97641.08,Bachelor’s Degree,2,9356,3886,29.77,66.35,Canada,26.01
"Accountant, chartered",Transportation,Increasing,Low,35728.31,PhD,13,3781,7101,80.19,21.54,Brazil,51.56
"Teacher, special educational needs",Education,Increasing,Moderate,70894.59,PhD,7,8063,2102,0.48,85.27,Germany,41.32
Secondary school teacher,Transportation,Increasing,High,127451.65,PhD,3,2387,8921,67.74,61.28,Australia,73.96
"Therapist, speech and language",Manufacturing,Increasing,High,50297.49,PhD,14,7375,2754,15.31,15.63,China,59.52
Fisheries officer,Transportation,Increasing,Moderate,63852.86,PhD,10,9106,3274,87.7,43.33,China,47.5
"Nurse, children's",Finance,Decreasing,Low,114878.68,Bachelor’s Degree,9,6792,9930,0.8,13.51,India,62.15
Public house manager,Education,Increasing,Low,44249.03,High School,3,2581,843,97.35,69.31,UK,76.07
"Surveyor, insurance",IT,Increasing,High,135955.54,High School,11,7628,2646,88.67,61.59,UK,32.88
Multimedia programmer,Manufacturing,Decreasing,Low,133914.21,PhD,3,6926,359,79.17,63.36,UK,53.71
Electrical engineer,IT,Decreasing,High,89068.96,PhD,12,3487,614,99.1,78.12,Germany,20.32
"Engineer, broadcasting (operations)",Manufacturing,Increasing,Low,90289.56,High School,5,6787,3031,39.0,79.63,UK,55.34
IT technical support officer,Education,Increasing,High,118445.93,Bachelor’s Degree,13,391,8806,33.32,68.47,China,30.99
"Librarian, public",Transportation,Decreasing,Low,137206.47,Associate Degree,3,7574,1356,1.61,79.63,UK,36.96
Marketing executive,Entertainment,Increasing,High,136100.96,High School,18,1235,6145,55.2,42.22,Canada,54.1
Occupational psychologist,Transportation,Increasing,Moderate,57936.36,PhD,1,4517,7601,33.35,48.19,Canada,29.36
Stage manager,Finance,Increasing,Low,79130.18,PhD,5,5573,1733,14.31,46.71,Australia,26.71
Analytical chemist,Manufacturing,Increasing,High,130195.05,High School,2,5128,230,64.99,49.07,Germany,26.7
Artist,Retail,Decreasing,Moderate,110422.33,Master’s Degree,8,6794,3310,77.2,77.11,Australia,25.33
"Psychotherapist, child",Healthcare,Decreasing,High,147460.37,Bachelor’s Degree,9,6913,3240,45.71,56.29,China,29.8
Production engineer,Transportation,Increasing,Low,45696.87,Master’s Degree,4,7092,5353,71.95,55.28,Brazil,35.16
English as a foreign language teacher,Manufacturing,Decreasing,Low,46108.49,Master’s Degree,17,8915,5136,40.02,48.56,Brazil,64.39
Academic librarian,Retail,Decreasing,High,35752.54,Bachelor’s Degree,13,7992,750,57.26,4.99,China,41.74
Company secretary,Finance,Increasing,Low,31191.06,Bachelor’s Degree,20,7119,435,15.72,65.96,Germany,55.77
"Designer, ceramics/pottery",Healthcare,Decreasing,Moderate,75384.63,High School,11,8468,2032,32.6,36.94,Germany,60.93
Camera operator,Retail,Increasing,Moderate,42294.55,Bachelor’s Degree,14,4550,7206,79.15,96.54,Australia,68.18
"Engineer, agricultural",Healthcare,Increasing,Moderate,89779.6,Master’s Degree,17,2877,9713,88.59,3.61,USA,29.33
Advertising copywriter,Manufacturing,Increasing,High,127560.45,Associate Degree,5,5643,5655,58.59,3.9,India,50.22
Actuary,Healthcare,Decreasing,Moderate,111275.29,PhD,1,9958,8608,12.07,47.94,China,55.07
Interpreter,Retail,Increasing,Low,30007.31,PhD,14,1121,5463,55.93,8.59,India,72.48
Arts administrator,IT,Decreasing,Low,79636.41,PhD,15,6773,124,60.46,10.51,India,69.7
"Accountant, chartered certified",Retail,Increasing,Low,130099.01,Associate Degree,3,3242,4889,28.25,55.4,Australia,48.23
Occupational psychologist,Transportation,Increasing,High,60217.95,High School,18,9717,9707,2.94,58.13,India,28.74
"Doctor, general practice",Education,Increasing,Moderate,102290.11,Bachelor’s Degree,10,8532,8042,19.78,89.23,Australia,43.28
Barrister,IT,Increasing,High,145407.8,Master’s Degree,11,5905,2872,80.67,25.51,Germany,76.25
Astronomer,Finance,Decreasing,Moderate,40462.86,Associate Degree,18,8942,2255,90.15,92.35,China,57.72
Publishing rights manager,IT,Decreasing,Moderate,83151.43,Master’s Degree,2,5784,7741,53.31,35.41,Australia,67.09
"Civil engineer, consulting",Entertainment,Decreasing,Low,48379.37,Master’s Degree,18,5260,6031,54.89,5.58,India,34.59
"Scientist, marine",Retail,Increasing,High,88544.59,Master’s Degree,13,6635,5235,5.12,50.6,Australia,39.3
Physiological scientist,Manufacturing,Increasing,Moderate,35603.31,Bachelor’s Degree,0,9548,5040,25.25,95.82,India,49.58
Architectural technologist,Transportation,Decreasing,Low,33742.07,PhD,14,9015,4104,6.33,17.95,UK,44.7
"Copywriter, advertising",Transportation,Increasing,High,124177.85,Master’s Degree,2,9429,1561,88.27,75.24,Australia,50.54
Occupational therapist,Transportation,Increasing,Moderate,42759.13,Associate Degree,11,2863,2476,42.07,59.3,Germany,66.36
Computer games developer,Healthcare,Increasing,Moderate,82702.67,Master’s Degree,9,9941,2886,95.2,57.33,India,42.12
Chief of Staff,Retail,Decreasing,High,125332.78,Master’s Degree,9,968,225,8.87,57.66,UK,44.51
Counsellor,Education,Decreasing,Low,71770.22,Bachelor’s Degree,8,7184,365,8.1,87.77,China,32.2
"Therapist, drama",IT,Decreasing,High,73920.93,Bachelor’s Degree,0,8819,6202,35.17,40.74,USA,62.1
Television floor manager,Healthcare,Increasing,Moderate,87372.28,Master’s Degree,20,5565,4501,20.18,52.58,China,40.54
Television/film/video producer,Manufacturing,Decreasing,High,97499.08,Associate Degree,14,6421,3337,7.47,62.57,UK,27.67
"Therapist, occupational",Transportation,Increasing,Low,75285.16,Bachelor’s Degree,11,2132,8519,34.8,39.79,USA,31.9
Graphic designer,Retail,Decreasing,Low,60512.91,Master’s Degree,10,156,8299,87.54,47.98,UK,46.21
Radio broadcast assistant,Manufacturing,Increasing,High,32163.54,Associate Degree,20,2706,8544,44.87,76.36,Germany,75.49
Lexicographer,Transportation,Decreasing,Moderate,139512.61,PhD,4,8593,3277,99.27,71.81,India,59.29
Corporate investment banker,Finance,Increasing,High,90167.02,PhD,18,434,5069,94.56,90.63,Australia,27.93
Drilling engineer,Manufacturing,Decreasing,Low,96650.62,Associate Degree,4,7822,9733,93.36,53.04,UK,24.29
Ecologist,IT,Increasing,Low,86140.56,Bachelor’s Degree,13,803,2439,50.38,99.75,Australia,36.8
Claims inspector/assessor,Retail,Decreasing,Low,126745.2,PhD,4,5822,2995,21.56,81.46,USA,26.36
Landscape architect,Entertainment,Decreasing,High,145230.0,Associate Degree,20,5062,6969,41.23,70.19,Canada,21.65
Art therapist,Finance,Increasing,Moderate,70783.53,Associate Degree,18,5657,2644,29.17,80.63,India,28.09
Building services engineer,IT,Decreasing,High,43553.02,High School,3,3501,6227,85.29,90.42,Australia,59.49
"Civil engineer, contracting",Transportation,Increasing,Moderate,129811.51,Bachelor’s Degree,11,7259,1631,23.44,34.9,UK,33.89
"Journalist, broadcasting",Entertainment,Increasing,Moderate,100342.18,Bachelor’s Degree,1,3003,6984,57.48,73.02,Brazil,20.78
Clinical psychologist,Finance,Decreasing,High,60158.28,Bachelor’s Degree,19,4180,1821,72.24,40.7,Brazil,36.35
Air traffic controller,Finance,Increasing,Moderate,85885.72,Bachelor’s Degree,12,8258,8011,39.44,98.84,Canada,30.36
General practice doctor,IT,Increasing,Moderate,38800.06,Bachelor’s Degree,0,5514,4438,36.08,32.74,China,57.44
Insurance claims handler,Retail,Decreasing,High,79017.54,High School,16,418,5445,52.67,65.52,USA,41.95
"Engineer, control and instrumentation",Finance,Decreasing,Low,52325.82,Bachelor’s Degree,9,8262,9658,23.78,65.18,Canada,29.73
"Lecturer, higher education",Transportation,Decreasing,Moderate,118871.25,Master’s Degree,19,655,9353,1.16,5.98,India,33.98
"Restaurant manager, fast food",Manufacturing,Decreasing,High,125462.32,PhD,2,3978,8754,2.58,43.65,India,58.49
Medical illustrator,Manufacturing,Decreasing,High,83466.97,Bachelor’s Degree,4,1938,8685,35.92,8.02,Brazil,48.73
Hydrogeologist,Transportation,Decreasing,Low,126027.8,PhD,10,8685,9541,40.88,42.28,China,47.36
Maintenance engineer,Education,Decreasing,Moderate,53361.32,Master’s Degree,14,3803,402,26.34,80.39,Brazil,63.58
Audiological scientist,Transportation,Increasing,High,96011.1,Associate Degree,0,8734,5381,43.73,64.48,Brazil,52.51
Psychotherapist,Transportation,Increasing,Moderate,49726.33,Master’s Degree,0,4823,7215,13.44,16.88,Brazil,39.85
"Secretary, company",Manufacturing,Decreasing,Low,85930.76,Master’s Degree,11,8790,1070,5.72,30.09,UK,76.26
"Teacher, secondary school",Education,Decreasing,High,141107.83,High School,11,8111,8452,62.36,91.71,India,78.5
Interpreter,Retail,Decreasing,High,58749.64,Bachelor’s Degree,19,9882,6931,5.34,87.66,Australia,75.38
"Research officer, political party",IT,Decreasing,Moderate,86409.42,PhD,17,594,8905,55.47,90.45,UK,64.82
"Designer, graphic",Finance,Decreasing,Low,54985.82,PhD,16,3361,6650,35.08,78.45,UK,70.02
Engineering geologist,IT,Decreasing,Low,128857.0,Bachelor’s Degree,0,7794,4484,93.96,34.53,India,32.39
"Engineer, site",Entertainment,Decreasing,Low,142480.32,PhD,11,2026,116,10.48,52.36,Brazil,34.18
"Designer, jewellery",Healthcare,Decreasing,Moderate,59191.58,Associate Degree,7,631,9630,23.31,0.01,Australia,58.4
"Surveyor, building",Entertainment,Increasing,Moderate,89792.91,Bachelor’s Degree,19,9039,557,77.21,41.04,Australia,38.93
"Surveyor, mining",Retail,Increasing,High,108240.52,Bachelor’s Degree,15,7731,2567,66.5,44.16,Australia,51.11
Restaurant manager,Manufacturing,Decreasing,Moderate,116910.82,PhD,8,1582,4076,35.39,83.25,Australia,68.27
Barrister's clerk,Transportation,Increasing,Low,89019.05,PhD,8,8741,1619,24.77,32.78,India,29.57
"Programmer, multimedia",IT,Increasing,High,97940.81,Master’s Degree,2,1636,6256,56.42,97.85,Germany,54.3
"Engineer, manufacturing systems",Manufacturing,Increasing,Moderate,34323.13,High School,0,191,2402,63.55,77.02,UK,33.38
Production engineer,Transportation,Increasing,High,113164.15,PhD,4,4851,7346,17.68,6.75,Germany,38.59
"Therapist, sports",Manufacturing,Decreasing,Low,89034.5,High School,8,3033,2849,15.04,22.99,Brazil,56.27
Aeronautical engineer,Entertainment,Decreasing,Low,108890.69,PhD,20,2932,7965,93.17,35.14,Germany,60.88
Secondary school teacher,Education,Decreasing,Low,39886.17,High School,10,1452,3270,43.0,90.8,China,78.01
Make,Education,Increasing,Moderate,35262.19,Associate Degree,11,2389,659,58.13,78.92,USA,20.09
"Surveyor, hydrographic",IT,Decreasing,Low,116511.8,Associate Degree,2,5679,5994,76.77,82.3,China,24.39
"Accountant, chartered public finance",Manufacturing,Increasing,Moderate,57669.61,Master’s Degree,1,1223,651,9.46,83.55,Germany,26.68
Counselling psychologist,Education,Decreasing,Low,115589.56,Associate Degree,16,6468,5794,96.43,1.77,UK,67.91
Educational psychologist,Education,Decreasing,Moderate,88877.84,Associate Degree,11,4456,6890,84.52,49.05,Brazil,22.65
"Conservator, museum/gallery",Finance,Decreasing,Moderate,36076.67,Master’s Degree,10,9196,3465,1.97,48.19,USA,22.83
Drilling engineer,Retail,Decreasing,High,84054.74,Bachelor’s Degree,17,2522,3229,59.71,41.22,Germany,21.71
Homeopath,IT,Increasing,High,115699.22,PhD,11,6492,959,27.58,40.39,Brazil,50.39
Art therapist,IT,Decreasing,High,124137.96,Associate Degree,0,7116,6420,54.14,0.03,Canada,70.46
"Conservation officer, historic buildings",Education,Decreasing,Low,51917.87,PhD,9,7100,6423,11.32,25.17,Germany,70.47
"Designer, graphic",Transportation,Increasing,Moderate,111901.43,High School,7,8761,430,8.64,78.94,Canada,45.92
Dealer,Retail,Decreasing,Low,41195.32,High School,20,4310,7890,55.88,56.17,Brazil,47.91
Public relations officer,Education,Decreasing,Moderate,82406.73,High School,0,5862,7829,8.73,53.23,Germany,55.46
Systems developer,Finance,Increasing,Moderate,142278.55,Bachelor’s Degree,0,5145,1402,8.2,76.53,Canada,26.4
Television production assistant,Finance,Increasing,Moderate,75827.22,Associate Degree,10,3505,8106,5.54,36.2,USA,35.26
Speech and language therapist,Finance,Decreasing,Moderate,73272.7,Associate Degree,12,1225,8885,13.87,96.02,USA,73.28
Textile designer,Manufacturing,Increasing,Low,103660.3,High School,9,9983,6962,67.04,55.99,Germany,25.09
Secondary school teacher,Manufacturing,Increasing,Moderate,42752.97,Associate Degree,0,6828,6970,97.85,78.4,UK,41.82
"Engineer, manufacturing systems",Healthcare,Increasing,High,68838.59,High School,12,279,5309,33.31,4.86,China,34.55
Learning mentor,Finance,Decreasing,Moderate,86428.9,Associate Degree,13,6954,4507,28.84,36.14,India,37.99
"Engineer, agricultural",Transportation,Increasing,High,53172.9,Master’s Degree,18,3274,9410,9.54,61.72,Germany,60.64
"Engineer, drilling",Healthcare,Decreasing,Moderate,58330.02,Master’s Degree,11,2445,6322,98.94,45.34,Germany,57.19
"Psychologist, forensic",Entertainment,Increasing,Low,130074.44,Bachelor’s Degree,20,8851,8207,73.29,87.76,Australia,27.21
Horticultural consultant,Retail,Decreasing,Moderate,148321.93,PhD,7,7378,8047,87.69,80.14,Germany,40.75
Conference centre manager,Healthcare,Decreasing,High,53989.53,PhD,1,7010,1370,66.21,48.61,USA,34.34
Commercial/residential surveyor,IT,Decreasing,High,72511.93,High School,9,4681,5759,88.31,32.0,Germany,79.45
Personnel officer,Healthcare,Increasing,High,122165.28,Associate Degree,9,3395,7185,75.57,61.3,Brazil,49.04
Chartered accountant,Transportation,Increasing,Moderate,70119.64,Associate Degree,10,2699,9127,26.99,40.95,Australia,73.95
Sport and exercise psychologist,Manufacturing,Decreasing,High,60539.31,Associate Degree,1,7778,2892,44.75,85.22,Brazil,30.89
Ergonomist,IT,Increasing,Low,80637.29,High School,8,6113,1605,70.15,54.09,Canada,39.66
Learning disability nurse,Entertainment,Increasing,Moderate,73208.98,Bachelor’s Degree,14,241,2586,93.01,21.8,Australia,41.29
"Production designer, theatre/television/film",Finance,Decreasing,Low,129216.16,High School,0,4090,2788,28.08,98.79,India,79.78
"Chemist, analytical",Retail,Increasing,Low,54715.51,Associate Degree,1,5997,1910,39.13,14.67,UK,65.41
Television production assistant,IT,Decreasing,Moderate,77319.86,Bachelor’s Degree,19,1126,3612,4.89,19.35,Australia,52.79
Meteorologist,Transportation,Increasing,Low,35714.33,High School,10,4238,9064,43.12,15.49,Canada,52.75
Broadcast presenter,Finance,Increasing,High,130522.32,PhD,5,4387,2423,85.68,69.04,USA,66.78
Forensic scientist,Entertainment,Decreasing,Moderate,138097.91,Master’s Degree,0,6275,7850,78.85,10.2,Canada,71.85
Speech and language therapist,Education,Increasing,High,54930.22,Bachelor’s Degree,15,9971,2746,94.56,74.81,Canada,29.45
"Production assistant, radio",IT,Increasing,Low,68976.38,High School,3,8628,5728,26.13,9.23,Canada,33.45
Physiological scientist,Manufacturing,Decreasing,High,95417.12,PhD,8,5336,449,73.51,15.66,Brazil,41.86
"Designer, multimedia",Education,Increasing,Moderate,143311.64,Associate Degree,14,9449,7514,57.24,91.12,Australia,23.37
Counsellor,Entertainment,Increasing,Moderate,72576.26,Bachelor’s Degree,5,3520,7111,79.37,32.72,Germany,48.93
"Buyer, industrial",Entertainment,Increasing,High,34487.48,Master’s Degree,4,9498,8261,13.01,99.03,Brazil,49.2
Hydrogeologist,Entertainment,Increasing,Moderate,39121.54,Master’s Degree,1,4826,8044,31.33,0.73,USA,59.08
Theatre director,Retail,Increasing,High,54706.43,Bachelor’s Degree,17,1358,1185,17.7,30.85,Germany,38.97
Naval architect,Manufacturing,Increasing,High,48585.18,PhD,20,4407,9492,18.32,33.07,India,34.76
Information officer,IT,Decreasing,Low,85930.65,Master’s Degree,5,4211,7020,91.55,28.3,USA,39.46
Proofreader,Healthcare,Increasing,Low,112107.11,PhD,13,374,8368,89.21,65.08,China,78.41
Building services engineer,Entertainment,Decreasing,Moderate,119532.8,Associate Degree,3,4105,1529,27.74,83.81,USA,24.42
Trading standards officer,Healthcare,Decreasing,Low,80506.75,PhD,10,2720,2124,43.99,77.93,India,54.88
Arts development officer,IT,Increasing,Low,135765.7,Bachelor’s Degree,7,6759,2109,67.24,86.46,UK,75.92
Audiological scientist,IT,Decreasing,Moderate,93731.43,PhD,5,2713,3571,38.16,62.17,China,76.88
"Librarian, academic",Finance,Increasing,Moderate,64420.43,Master’s Degree,7,5358,9096,40.04,68.5,Canada,37.17
Museum/gallery conservator,Education,Decreasing,High,128799.89,PhD,10,8490,4253,59.98,14.74,USA,59.15
Chief Operating Officer,Transportation,Increasing,Low,89429.55,Bachelor’s Degree,10,4307,269,52.17,35.29,Brazil,21.42
Herpetologist,Entertainment,Decreasing,High,128256.97,High School,15,5223,2831,98.31,47.32,Germany,61.39
Physiotherapist,Retail,Increasing,Moderate,61043.18,Bachelor’s Degree,13,7222,1074,87.64,91.49,Australia,77.08
Electrical engineer,Healthcare,Increasing,Moderate,67188.26,Master’s Degree,13,6992,5849,64.09,13.4,Germany,68.19
"Lecturer, higher education",Finance,Decreasing,Low,58817.26,Master’s Degree,7,7236,2769,65.91,67.6,Germany,59.31
Occupational therapist,IT,Decreasing,Low,82317.26,Associate Degree,17,738,5776,1.2,47.14,UK,66.1
Magazine journalist,Manufacturing,Increasing,Moderate,49244.41,PhD,9,8430,3848,66.46,20.69,Australia,30.64
Professor Emeritus,Transportation,Increasing,High,108856.73,Master’s Degree,14,6963,6099,91.45,33.95,Germany,26.37
"Producer, television/film/video",Manufacturing,Increasing,Moderate,63252.3,PhD,10,776,2172,41.94,43.4,Australia,39.79
"Engineer, site",Retail,Increasing,Low,117749.28,Associate Degree,5,1922,9102,8.8,99.86,China,78.48
"Engineer, structural",Finance,Increasing,High,109318.62,PhD,7,7504,5340,22.9,85.77,Germany,57.64
Civil Service fast streamer,Manufacturing,Increasing,Low,117036.96,Bachelor’s Degree,8,3006,8810,52.08,66.26,Australia,57.89
Museum/gallery exhibitions officer,Education,Decreasing,Moderate,75287.81,High School,5,3903,6283,16.65,32.57,Germany,46.48
Chartered management accountant,Education,Increasing,Low,106058.05,High School,4,2059,3751,37.4,37.51,Australia,21.29
"Development worker, international aid",Education,Increasing,Low,149765.13,High School,1,2398,4888,7.47,64.05,USA,50.6
Structural engineer,Manufacturing,Decreasing,High,86887.71,Associate Degree,6,1240,3720,93.63,98.8,China,62.91
Legal secretary,IT,Decreasing,Low,67069.6,High School,12,8871,6061,58.76,55.2,Canada,55.48
"Librarian, public",Transportation,Increasing,Moderate,64343.03,Bachelor’s Degree,2,6541,9636,46.97,59.89,India,38.35
"Pilot, airline",Transportation,Decreasing,Moderate,45289.18,High School,7,8413,1097,50.5,40.9,Brazil,52.65
Immigration officer,IT,Decreasing,High,113491.74,Associate Degree,3,2776,6333,21.66,77.39,China,53.51
"Clinical scientist, histocompatibility and immunogenetics",Entertainment,Increasing,Moderate,91943.95,Master’s Degree,9,9632,3258,99.25,47.03,UK,69.81
Associate Professor,Retail,Decreasing,Low,140240.45,Master’s Degree,6,2775,1699,62.78,3.8,Canada,43.58
"Surveyor, rural practice",Education,Decreasing,Low,67243.92,Master’s Degree,20,8027,6628,33.67,28.07,Germany,34.04
Management consultant,Transportation,Increasing,High,80024.68,Master’s Degree,15,8943,997,69.04,42.79,Brazil,36.57
"Journalist, newspaper",IT,Decreasing,Moderate,65280.38,Associate Degree,1,6476,2425,80.4,96.56,Canada,22.76
"Production designer, theatre/television/film",Education,Increasing,Low,42784.45,Bachelor’s Degree,8,6916,5310,23.09,2.47,Canada,24.96
"Geologist, wellsite",Transportation,Increasing,High,107484.69,Associate Degree,13,6070,7650,43.46,11.63,China,61.85
Production manager,IT,Increasing,High,119017.46,High School,7,8159,2232,15.42,77.45,Australia,41.74
Chartered management accountant,Healthcare,Decreasing,Low,55317.78,High School,14,623,588,79.3,22.01,Australia,24.37
Educational psychologist,IT,Decreasing,High,52127.97,High School,13,1765,6547,3.79,21.78,Canada,53.58
Youth worker,Education,Decreasing,Moderate,63573.69,High School,20,8949,8772,25.43,66.91,India,77.28
Diplomatic Services operational officer,Education,Increasing,Low,31457.98,High School,10,822,9028,86.78,21.35,India,47.06
Police officer,Entertainment,Decreasing,High,50026.88,Bachelor’s Degree,6,7923,5350,63.23,74.18,Brazil,79.44
Web designer,Education,Increasing,Low,102514.45,High School,12,3205,2435,51.65,87.02,China,56.4
Armed forces training and education officer,Retail,Decreasing,Moderate,47202.76,High School,0,2874,4353,53.19,46.8,Australia,54.15
Training and development officer,Healthcare,Increasing,High,136245.12,Associate Degree,12,9775,6457,30.88,29.03,Canada,37.16
Petroleum engineer,Retail,Increasing,Low,35387.16,PhD,16,538,5493,70.66,3.19,Brazil,53.85
Records manager,Education,Decreasing,Low,49377.39,PhD,9,2527,6794,11.69,94.13,Germany,27.1
Information systems manager,Manufacturing,Increasing,Low,56906.43,High School,17,6891,7105,54.54,26.39,USA,47.55
Furniture designer,Manufacturing,Increasing,Low,99433.21,Associate Degree,1,4528,7249,60.42,2.61,India,60.59
"Surveyor, building",Entertainment,Decreasing,High,131037.43,Master’s Degree,0,2272,2230,83.8,14.29,Brazil,53.3
Horticultural therapist,Healthcare,Decreasing,Moderate,135491.2,PhD,11,3443,9343,99.93,66.64,UK,43.81
"Scientist, biomedical",Manufacturing,Decreasing,High,71294.67,High School,17,8007,1854,65.73,71.5,Brazil,53.61
"Sound technician, broadcasting/film/video",Entertainment,Increasing,High,120307.07,Bachelor’s Degree,10,3775,2088,44.05,46.93,Brazil,46.25
Translator,Retail,Decreasing,Moderate,56810.11,Associate Degree,1,9655,7468,35.8,74.32,Brazil,64.36
"Conservation officer, nature",Healthcare,Decreasing,High,105304.94,PhD,12,6861,2110,14.13,42.67,Australia,33.11
Race relations officer,Entertainment,Increasing,Low,49572.36,Associate Degree,12,4196,5196,45.5,96.2,Canada,36.65
Corporate treasurer,Education,Increasing,Moderate,101009.78,PhD,12,7864,4396,9.52,94.04,UK,53.59
"Designer, graphic",IT,Increasing,Low,143210.42,PhD,1,5421,1837,2.16,27.93,Australia,32.86
"Editor, commissioning",Transportation,Increasing,Moderate,136416.17,Master’s Degree,1,9148,1737,43.63,72.38,China,78.77
Occupational psychologist,Manufacturing,Decreasing,Low,61665.46,High School,7,7538,1793,79.72,88.17,Germany,25.53
Retail merchandiser,IT,Increasing,Low,44680.19,Master’s Degree,17,839,9774,14.63,35.84,Canada,49.33
"Surveyor, mining",Finance,Increasing,Moderate,74524.82,Master’s Degree,20,3016,6881,21.17,11.48,UK,41.13
Speech and language therapist,Education,Decreasing,Moderate,129360.04,Associate Degree,2,2036,8572,5.39,49.41,Australia,37.17
Housing manager/officer,Transportation,Increasing,High,86349.12,High School,7,2707,6364,21.27,29.58,Canada,56.27
Scientific laboratory technician,Finance,Decreasing,High,132140.83,Associate Degree,20,8262,3939,66.46,63.85,India,77.06
"Engineer, maintenance (IT)",Manufacturing,Decreasing,Moderate,111536.01,PhD,3,7917,9046,83.75,51.5,Australia,71.98
Farm manager,Finance,Decreasing,High,66347.56,PhD,5,6853,891,74.45,59.51,Germany,49.34
Equities trader,Healthcare,Increasing,Low,131627.34,Associate Degree,8,9304,1825,55.23,63.4,USA,28.55
"Surveyor, quantity",Manufacturing,Decreasing,Moderate,108571.42,PhD,17,4850,7923,31.08,91.82,UK,23.54
Hotel manager,Retail,Decreasing,Low,132703.1,PhD,4,3721,7637,31.06,83.72,UK,34.39
"Exhibitions officer, museum/gallery",Entertainment,Increasing,Low,64528.91,PhD,2,8842,996,45.15,51.6,China,65.52
Audiological scientist,Transportation,Increasing,High,81425.52,Associate Degree,19,3887,6485,97.05,98.39,USA,58.4
Ranger/warden,Finance,Decreasing,High,91720.8,Associate Degree,13,9541,6332,23.02,42.17,Brazil,31.23
Visual merchandiser,Healthcare,Increasing,Moderate,125408.46,Bachelor’s Degree,0,5886,7411,41.39,50.44,USA,70.08
Insurance risk surveyor,Retail,Decreasing,Low,33429.35,Master’s Degree,0,1991,1275,99.22,9.0,Canada,20.78
"Research officer, political party",Entertainment,Increasing,High,83373.21,Master’s Degree,2,8356,8510,34.87,4.6,China,52.01
Community development worker,Finance,Decreasing,Low,42103.81,Associate Degree,7,8092,4079,14.59,81.64,Brazil,79.67
Insurance broker,Education,Decreasing,Moderate,73106.31,PhD,7,9932,5161,84.17,31.24,Germany,37.8
"Lecturer, further education",Transportation,Decreasing,Low,63857.92,High School,13,1635,5086,6.85,69.55,USA,65.99
Physiotherapist,Entertainment,Decreasing,High,52919.58,High School,13,5203,3238,87.81,85.6,China,68.69
Armed forces training and education officer,Education,Decreasing,High,125209.98,Associate Degree,14,4508,2629,99.51,13.8,Canada,78.25
Accounting technician,Healthcare,Decreasing,High,78775.05,PhD,17,6047,6795,62.28,56.4,UK,45.23
Art therapist,Manufacturing,Decreasing,High,136602.44,High School,6,1779,465,75.73,31.51,Canada,64.68
"Surveyor, building control",Healthcare,Increasing,Low,111274.37,High School,4,1806,7384,89.0,59.03,Brazil,56.88
Amenity horticulturist,Retail,Decreasing,High,140824.26,PhD,6,1683,3240,74.15,68.78,USA,58.82
Production manager,Transportation,Increasing,Moderate,60334.77,Bachelor’s Degree,9,6913,5510,93.03,41.96,Canada,34.04
"Engineer, maintenance",Education,Increasing,Moderate,34677.62,PhD,14,8806,7534,62.68,5.01,Australia,50.66
Biomedical scientist,Healthcare,Decreasing,Low,114421.14,Master’s Degree,15,9723,2845,36.09,26.38,USA,21.46
Firefighter,Finance,Decreasing,High,71472.83,Master’s Degree,0,7067,4839,66.14,34.18,Australia,76.32
"Horticulturist, commercial",Education,Increasing,Low,114819.67,Master’s Degree,5,3411,6327,52.67,60.39,USA,44.81
Pathologist,Transportation,Decreasing,Low,130456.49,PhD,7,201,8475,85.47,71.22,UK,22.81
Video editor,Retail,Decreasing,Low,71047.95,PhD,0,4954,801,57.8,18.35,USA,35.54
"Engineer, energy",IT,Decreasing,High,117967.91,PhD,15,3348,2884,14.79,97.05,Canada,47.54
Chief Marketing Officer,Retail,Increasing,Low,108768.09,Associate Degree,14,6659,6159,18.63,20.79,India,26.36
Radio producer,IT,Decreasing,High,122417.62,Master’s Degree,16,2002,9845,30.3,0.63,Germany,59.21
Banker,Transportation,Increasing,Low,69908.07,Master’s Degree,9,3573,3521,80.41,0.93,Australia,53.97
Insurance account manager,Retail,Increasing,Low,65347.04,Associate Degree,2,2544,2014,96.49,99.58,UK,66.63
"Programmer, multimedia",Education,Increasing,Low,128878.69,Master’s Degree,7,1414,8103,42.32,8.47,Brazil,61.87
"Restaurant manager, fast food",Transportation,Decreasing,High,130913.84,Bachelor’s Degree,6,5440,1201,70.17,55.88,Germany,50.54
Biomedical scientist,IT,Increasing,Moderate,61698.17,Master’s Degree,0,9376,6934,37.27,48.36,UK,55.27
Advertising art director,Healthcare,Decreasing,High,57926.86,Master’s Degree,14,8465,6086,77.65,99.01,Australia,64.86
"Psychologist, forensic",Entertainment,Increasing,Moderate,49324.86,High School,6,7137,1305,29.73,29.31,Brazil,60.15
Writer,Entertainment,Decreasing,High,110435.34,Bachelor’s Degree,13,3707,8180,10.63,65.46,Australia,35.33
"Sound technician, broadcasting/film/video",Entertainment,Increasing,Moderate,127006.86,PhD,15,8941,7123,9.22,61.03,Brazil,72.64
Dietitian,IT,Decreasing,Moderate,132299.16,High School,13,5615,7239,92.89,0.63,Canada,27.72
Administrator,Entertainment,Decreasing,High,63353.27,Master’s Degree,17,1501,8153,42.09,73.95,India,57.51
Lexicographer,Healthcare,Decreasing,Moderate,111551.07,Master’s Degree,17,5845,6093,9.84,30.42,Brazil,40.18
Land,Education,Increasing,High,70527.17,Master’s Degree,19,8235,4059,25.33,14.2,China,26.65
"Therapist, music",IT,Increasing,Low,115747.03,Bachelor’s Degree,18,2538,1784,69.81,23.89,Australia,37.35
Product designer,Retail,Decreasing,Low,140532.35,Bachelor’s Degree,14,4271,7847,25.51,76.33,China,39.68
Technical author,Healthcare,Decreasing,Low,128492.15,Bachelor’s Degree,10,2457,6681,8.24,68.01,China,78.46
Health service manager,Healthcare,Increasing,Moderate,134135.92,PhD,1,2202,7835,65.81,92.14,Canada,51.9
Commercial/residential surveyor,IT,Increasing,Low,39755.32,Master’s Degree,19,5968,6278,13.81,77.3,UK,79.16
Animal nutritionist,Finance,Decreasing,High,130783.79,Master’s Degree,17,6519,995,91.32,6.25,USA,79.54
Corporate treasurer,Entertainment,Increasing,Moderate,122781.76,PhD,2,8137,7586,64.66,60.47,Germany,63.02
Soil scientist,Education,Increasing,Moderate,77731.69,Associate Degree,18,289,3569,35.4,48.04,China,45.58
Biomedical scientist,IT,Decreasing,Moderate,133864.97,High School,10,7188,4838,29.83,7.24,Canada,21.14
Architect,Transportation,Decreasing,Low,142715.67,Bachelor’s Degree,12,2949,8175,47.19,53.87,UK,75.05
Housing manager/officer,Healthcare,Decreasing,Moderate,132671.25,High School,20,8346,7723,32.25,0.42,USA,71.74
Archivist,Transportation,Decreasing,Low,108853.52,Associate Degree,5,9772,2470,83.79,39.15,Australia,53.08
Public relations officer,Transportation,Increasing,High,104772.1,High School,15,6066,1396,80.14,46.07,Canada,70.42
"Engineer, chemical",Retail,Decreasing,Low,147239.47,High School,15,3929,2642,24.85,87.28,Germany,25.87
Waste management officer,Healthcare,Increasing,High,99088.21,Associate Degree,6,4821,660,8.98,37.74,India,69.73
Aeronautical engineer,Finance,Decreasing,High,77218.61,PhD,3,6774,5326,33.71,87.97,Germany,76.99
Osteopath,Retail,Decreasing,Low,76040.26,Bachelor’s Degree,15,6683,1246,77.99,90.42,Brazil,24.5
Clinical cytogeneticist,Manufacturing,Increasing,Moderate,40119.53,Bachelor’s Degree,3,5331,4691,10.45,6.22,India,43.17
"Therapist, sports",Retail,Increasing,Moderate,96453.56,Associate Degree,12,4709,2988,68.91,63.02,Canada,47.77
"Therapist, art",Entertainment,Increasing,Low,40696.47,Master’s Degree,1,9370,3471,63.98,96.48,China,33.63
Forest/woodland manager,Retail,Decreasing,Moderate,142143.3,Master’s Degree,14,1892,1554,1.8,83.67,Australia,60.03
Clinical embryologist,Transportation,Decreasing,High,37286.71,High School,7,3481,9247,48.84,90.33,Germany,37.48
Advertising copywriter,Transportation,Decreasing,Moderate,46359.18,Bachelor’s Degree,8,1908,7497,1.91,96.83,Canada,59.34
Veterinary surgeon,Entertainment,Increasing,Low,108559.7,Bachelor’s Degree,3,3075,9672,48.84,19.43,China,70.18
Veterinary surgeon,Education,Increasing,High,56089.58,High School,17,2913,1466,62.86,66.64,China,49.55
"Civil engineer, contracting",Manufacturing,Decreasing,Low,120530.12,PhD,19,583,9408,99.16,39.2,USA,52.4
Arts administrator,Transportation,Decreasing,Low,126535.72,High School,1,8520,7977,15.12,16.0,Germany,59.39
Diagnostic radiographer,Entertainment,Increasing,High,117117.49,PhD,20,1196,623,89.95,53.72,UK,46.01
"Scientist, product/process development",Manufacturing,Increasing,Low,123433.61,Bachelor’s Degree,11,820,4468,43.62,86.5,USA,34.72
Ceramics designer,IT,Increasing,High,60659.89,PhD,18,9273,4536,93.25,1.2,India,29.03
"Surveyor, insurance",Finance,Increasing,Low,64653.52,Associate Degree,3,4685,5072,66.62,64.68,UK,43.9
"Surveyor, hydrographic",Entertainment,Decreasing,Moderate,137741.67,Master’s Degree,20,4777,4724,1.95,73.38,UK,64.11
"Designer, textile",Transportation,Decreasing,Moderate,38677.93,Associate Degree,2,836,1815,13.79,21.46,Germany,31.66
"Engineer, electrical",Education,Decreasing,Moderate,108738.96,High School,15,6836,7035,55.07,71.13,China,71.49
Financial planner,Manufacturing,Increasing,Low,83652.13,PhD,16,1914,3685,37.78,92.77,UK,47.04
Applications developer,Manufacturing,Decreasing,Low,90125.08,Bachelor’s Degree,15,864,3725,18.42,9.33,China,55.83
Advertising account planner,Healthcare,Decreasing,Low,67374.58,High School,0,1433,206,50.65,32.03,UK,51.23
Restaurant manager,IT,Increasing,Moderate,82641.13,Associate Degree,9,2870,7372,87.28,89.26,Canada,75.48
"Designer, furniture",Finance,Decreasing,Moderate,134659.87,High School,14,2930,8693,47.45,16.1,India,48.5
Network engineer,Transportation,Increasing,High,118367.09,PhD,2,540,650,59.33,80.75,Australia,58.33
Actor,IT,Increasing,Low,82442.96,High School,20,2241,3419,47.91,95.63,Brazil,64.99
"Accountant, chartered",Education,Increasing,Low,123328.35,Bachelor’s Degree,9,4942,5794,46.05,72.7,UK,73.92
Immigration officer,Education,Increasing,High,110572.69,PhD,19,9837,9163,12.27,84.95,Germany,54.57
Academic librarian,IT,Decreasing,High,103644.79,Master’s Degree,3,1558,4098,99.12,3.39,China,42.94
Hydrographic surveyor,Manufacturing,Decreasing,Low,99021.36,Master’s Degree,12,1331,364,13.74,99.09,China,58.38
Magazine journalist,Manufacturing,Increasing,High,135064.16,Bachelor’s Degree,17,5740,8705,86.65,43.26,Germany,36.4
Market researcher,Transportation,Increasing,Low,86741.83,Bachelor’s Degree,11,8305,6728,25.19,3.89,UK,21.29
Environmental health practitioner,Manufacturing,Decreasing,High,144973.27,High School,2,3894,241,73.82,70.32,Brazil,45.94
Teaching laboratory technician,Education,Decreasing,High,96355.24,High School,11,7110,6841,28.69,39.81,China,33.6
Management consultant,Education,Increasing,High,133290.39,Associate Degree,17,3746,7559,92.44,27.58,Canada,55.66
Naval architect,Transportation,Increasing,High,142698.63,High School,16,1820,8828,85.68,92.24,China,78.12
"Nurse, adult",IT,Decreasing,Low,51421.41,Associate Degree,5,7383,1922,56.46,67.62,Germany,39.82
Chiropodist,Manufacturing,Increasing,Moderate,87043.31,High School,8,761,7678,20.19,39.16,Canada,37.46
"Pharmacist, hospital",IT,Increasing,Low,140516.26,PhD,7,3237,9479,48.42,55.13,Germany,69.13
"Psychotherapist, child",Retail,Increasing,Moderate,105441.1,Bachelor’s Degree,5,8016,1615,88.44,19.24,Canada,72.46
Translator,Retail,Decreasing,Low,65246.69,PhD,1,8475,5319,56.94,76.19,UK,51.37
Chartered management accountant,Entertainment,Increasing,Moderate,122265.21,PhD,11,7383,1446,80.64,93.51,UK,42.23
Television camera operator,Entertainment,Decreasing,Moderate,72015.48,Master’s Degree,7,8912,4992,46.35,81.32,USA,38.99
Air cabin crew,Transportation,Decreasing,Low,130062.31,High School,0,303,9675,65.63,66.01,Germany,54.28
Fine artist,Manufacturing,Decreasing,High,143786.01,Master’s Degree,6,1749,3538,65.71,71.22,India,35.67
"Surveyor, planning and development",Finance,Decreasing,Low,60415.25,Master’s Degree,3,8803,7410,22.9,30.57,Canada,48.92
"Engineer, broadcasting (operations)",IT,Increasing,Moderate,33260.27,PhD,10,9157,6303,36.78,94.41,India,51.22
"Investment banker, operational",Retail,Decreasing,Moderate,138981.31,Master’s Degree,6,4670,5267,5.15,16.17,India,71.84
Sports administrator,Healthcare,Decreasing,Low,91386.39,Bachelor’s Degree,3,674,7090,58.12,52.04,China,37.3
Science writer,Finance,Increasing,Low,31703.23,Associate Degree,15,8788,6199,18.16,8.87,China,39.17
Clothing/textile technologist,Manufacturing,Decreasing,High,124752.1,Associate Degree,11,2534,7708,45.12,93.43,Canada,79.79
Public house manager,Education,Decreasing,High,148758.12,Bachelor’s Degree,16,6005,4792,58.55,70.18,Australia,58.77
English as a second language teacher,Finance,Increasing,High,104826.47,Master’s Degree,6,3770,4215,1.78,40.95,UK,48.5
"Engineer, electronics",IT,Increasing,Low,75650.54,High School,2,9381,9765,8.28,76.62,India,38.73
Administrator,Finance,Decreasing,Moderate,116298.84,Master’s Degree,12,100,8319,80.38,95.67,UK,30.85
Building services engineer,Healthcare,Increasing,High,88620.89,Bachelor’s Degree,13,206,1237,45.11,78.58,China,67.42
Biomedical scientist,Education,Decreasing,High,149292.18,PhD,4,9910,4393,50.65,49.8,Germany,54.34
"Journalist, magazine",Retail,Increasing,Low,95968.45,Master’s Degree,5,3935,3183,1.45,53.0,UK,71.71
Editorial assistant,Transportation,Decreasing,High,93074.56,High School,14,3348,7557,56.56,57.8,Brazil,22.39
Heritage manager,Education,Decreasing,Low,140125.56,PhD,13,8924,9805,24.72,6.06,China,59.32
Administrator,Transportation,Increasing,High,112636.76,High School,0,6165,9166,26.34,20.49,China,62.21
Restaurant manager,Transportation,Decreasing,Low,62546.55,PhD,8,2263,5056,29.16,55.58,Brazil,23.26
Airline pilot,Finance,Decreasing,High,124554.19,Master’s Degree,1,6666,1675,68.89,32.84,Australia,47.53
Microbiologist,Healthcare,Decreasing,High,146176.1,Associate Degree,3,4264,1474,96.1,85.39,Canada,55.85
"Scientist, clinical (histocompatibility and immunogenetics)",Finance,Increasing,Moderate,51388.74,Associate Degree,14,5680,5091,90.66,58.73,Canada,51.19
"Scientist, biomedical",Entertainment,Decreasing,Moderate,85736.57,Associate Degree,4,4373,992,40.87,14.72,USA,66.37
Public relations account executive,Transportation,Decreasing,Moderate,124986.07,High School,7,8238,4464,17.77,58.97,Germany,76.74
"Designer, ceramics/pottery",Transportation,Decreasing,High,44928.05,Master’s Degree,20,4044,1466,60.83,69.64,China,24.6
Clinical molecular geneticist,Transportation,Increasing,High,65170.63,PhD,10,2049,2342,90.04,69.57,Germany,75.86
"Administrator, sports",Transportation,Decreasing,Low,61653.73,Master’s Degree,20,8547,4303,27.73,59.61,Canada,24.85
IT sales professional,Entertainment,Increasing,High,78021.09,PhD,4,8104,4255,79.97,73.16,UK,59.57
Camera operator,Transportation,Increasing,Moderate,97498.06,Bachelor’s Degree,5,3615,7270,80.04,48.14,India,68.32
Special educational needs teacher,Transportation,Increasing,High,136024.48,Bachelor’s Degree,17,5484,3990,68.0,92.24,Australia,23.44
Contractor,Retail,Increasing,Moderate,77626.02,Associate Degree,12,992,9046,46.61,74.0,India,39.52
"Therapist, nutritional",Manufacturing,Increasing,High,47269.15,Associate Degree,6,2041,3422,6.13,36.36,Australia,66.73
Engineering geologist,Manufacturing,Decreasing,Moderate,56087.25,High School,1,337,9293,46.37,52.62,Canada,56.56
Chartered certified accountant,Finance,Decreasing,High,41014.13,Bachelor’s Degree,14,6801,8556,74.09,78.33,India,27.49
Location manager,Education,Increasing,Moderate,69622.07,Master’s Degree,14,9449,4626,81.83,2.17,Brazil,34.09
Chemical engineer,Healthcare,Decreasing,Low,78394.14,Associate Degree,17,4775,4371,17.46,20.51,Canada,64.06
Civil Service fast streamer,Entertainment,Increasing,Moderate,100171.48,Master’s Degree,18,607,8404,2.55,43.54,Brazil,48.39
"Administrator, sports",Healthcare,Decreasing,Moderate,83754.19,High School,2,9167,3352,35.88,29.06,China,67.43
Field seismologist,IT,Decreasing,High,124015.04,Associate Degree,6,7669,8654,48.06,40.21,Brazil,56.86
Water quality scientist,Retail,Decreasing,Moderate,131155.85,Bachelor’s Degree,0,7440,7473,32.32,6.07,Germany,67.34
"Engineer, structural",IT,Decreasing,Low,43317.69,Master’s Degree,3,2030,8229,50.14,66.83,Brazil,63.65
"Education officer, museum",Retail,Increasing,Moderate,127017.38,Bachelor’s Degree,15,6204,2206,94.89,34.32,Australia,48.07
Dramatherapist,Finance,Increasing,High,30481.63,Bachelor’s Degree,9,3518,2805,58.25,95.59,Germany,51.62
Chemical engineer,Education,Increasing,Low,46253.38,High School,15,2126,7713,73.37,38.81,UK,32.82
Scientific laboratory technician,Finance,Decreasing,Moderate,107487.72,Master’s Degree,19,4932,996,51.05,47.1,Canada,34.01
Soil scientist,Transportation,Increasing,High,79982.76,Bachelor’s Degree,20,8546,1930,24.59,53.76,Australia,39.37
Dentist,Finance,Increasing,Moderate,42594.75,PhD,2,4881,4132,71.85,39.55,India,39.15
Company secretary,Finance,Increasing,Low,113617.13,PhD,1,3399,4359,56.85,55.62,UK,41.47
Architectural technologist,IT,Increasing,Low,44968.7,Associate Degree,11,8806,8287,23.78,94.59,Germany,38.63
Rural practice surveyor,Transportation,Increasing,Low,100315.62,High School,2,1268,943,34.38,81.33,UK,46.62
Soil scientist,Transportation,Increasing,Low,40516.05,Master’s Degree,20,9636,7816,91.48,81.38,UK,33.58
TEFL teacher,Education,Decreasing,Low,63803.11,Master’s Degree,20,391,2513,37.06,87.81,China,40.66
Health and safety inspector,Education,Decreasing,Low,145197.44,Associate Degree,20,2461,3892,5.71,19.64,Brazil,55.69
English as a foreign language teacher,Finance,Decreasing,Low,118545.17,PhD,4,622,6958,50.08,49.96,Australia,41.94
"Scientist, research (life sciences)",IT,Increasing,Low,126287.91,Master’s Degree,4,7766,1276,30.19,16.53,Brazil,56.98
Volunteer coordinator,Entertainment,Increasing,Moderate,131457.21,Master’s Degree,18,6717,5692,93.84,73.78,Canada,20.99
Charity officer,Transportation,Decreasing,Low,71298.31,PhD,13,1958,2468,95.43,53.08,Brazil,56.21
Automotive engineer,Retail,Decreasing,High,116319.67,High School,11,4953,7517,64.08,14.56,UK,40.48
Rural practice surveyor,Retail,Increasing,Low,91745.41,PhD,8,3007,909,16.22,90.64,China,30.42
Insurance underwriter,Entertainment,Increasing,Low,116205.07,PhD,8,5434,359,17.48,72.25,China,54.48
Chartered accountant,Education,Increasing,High,85044.18,Associate Degree,16,5107,1868,96.47,30.5,UK,72.15
Retail manager,Transportation,Decreasing,Moderate,95530.96,PhD,10,1605,2560,88.66,67.34,China,25.85
Geochemist,Retail,Decreasing,High,125885.98,PhD,11,477,9114,48.08,5.25,Germany,74.28
Training and development officer,Healthcare,Decreasing,Low,64896.24,Master’s Degree,17,7620,8250,61.35,9.91,India,64.28
"Secretary, company",Healthcare,Increasing,Moderate,134067.79,Master’s Degree,8,8231,2081,54.74,4.22,China,50.58
Health visitor,Healthcare,Decreasing,Low,99120.37,High School,5,5870,8210,47.78,63.71,China,65.61
Equities trader,Transportation,Increasing,Low,110309.9,High School,7,3051,6240,53.39,96.9,Germany,60.41
Sports administrator,Retail,Decreasing,High,76380.95,Master’s Degree,20,6412,2610,43.49,95.92,Brazil,43.0
"Designer, industrial/product",Manufacturing,Increasing,High,55489.74,Bachelor’s Degree,20,9972,3348,77.28,0.91,UK,36.12
Associate Professor,Finance,Decreasing,Moderate,43666.92,PhD,12,6073,9522,71.15,56.18,USA,43.61
"Engineer, manufacturing",Entertainment,Increasing,Low,137098.24,High School,14,4455,6416,70.96,45.18,Germany,58.19
Photographer,Education,Increasing,Low,44100.92,Master’s Degree,6,5457,9705,14.29,59.47,India,55.85
Biomedical engineer,IT,Decreasing,High,45292.72,Master’s Degree,4,7162,1029,51.75,95.78,Canada,31.56
Professor Emeritus,Education,Increasing,High,123889.56,Master’s Degree,14,9013,6868,71.47,78.93,China,63.49
Oncologist,Manufacturing,Decreasing,High,134330.32,Bachelor’s Degree,5,3647,8757,44.01,7.98,India,23.13
Acupuncturist,Retail,Decreasing,Low,111081.89,Master’s Degree,12,8082,3870,53.12,98.86,Germany,54.8
Chartered legal executive (England and Wales),Retail,Decreasing,Moderate,49097.82,Associate Degree,3,8231,6317,31.42,55.04,Australia,42.42
Operational investment banker,Finance,Decreasing,Moderate,134696.43,PhD,8,9687,6479,94.33,88.76,UK,27.79
Chiropodist,Healthcare,Decreasing,Moderate,136818.37,Master’s Degree,7,7854,815,45.04,2.31,China,73.66
"Producer, radio",Education,Increasing,Moderate,30819.87,Associate Degree,12,8348,3172,3.63,63.09,USA,59.41
"Chemist, analytical",Healthcare,Decreasing,Moderate,70657.9,PhD,15,8977,6409,6.73,75.11,China,40.14
"Surveyor, hydrographic",Healthcare,Decreasing,Moderate,106141.7,Bachelor’s Degree,8,3570,5245,55.61,97.81,Canada,53.06
"Designer, ceramics/pottery",Entertainment,Increasing,High,99237.28,Associate Degree,9,8522,9607,94.1,68.86,Australia,71.94
"Journalist, newspaper",Education,Increasing,Low,64686.22,High School,17,3954,5844,1.68,88.8,China,55.15
Armed forces logistics/support/administrative officer,Manufacturing,Decreasing,High,70199.82,Bachelor’s Degree,10,9230,9899,45.21,91.89,Australia,58.5
"Sound technician, broadcasting/film/video",Education,Decreasing,Low,128524.28,Master’s Degree,4,9320,7276,91.69,35.4,UK,48.35
"Production assistant, radio",IT,Decreasing,High,69544.24,Master’s Degree,16,7691,7348,63.25,12.38,China,60.22
Paramedic,Healthcare,Increasing,High,34978.55,PhD,19,2004,3078,74.17,37.26,Australia,31.97
Optometrist,Healthcare,Decreasing,High,71157.08,PhD,19,1083,4659,26.29,86.97,India,40.46
Accommodation manager,Education,Decreasing,Low,33096.32,Master’s Degree,17,7889,8569,11.83,93.87,China,23.97
Early years teacher,Transportation,Decreasing,Moderate,31339.43,Master’s Degree,5,9312,9568,21.08,42.63,India,35.86
"Librarian, academic",Entertainment,Decreasing,High,31386.17,PhD,17,1718,9600,62.84,70.42,India,39.58
Government social research officer,Healthcare,Increasing,Moderate,83619.56,PhD,16,155,7680,41.36,57.03,Brazil,65.72
"Engineer, communications",Manufacturing,Increasing,Moderate,44253.98,Master’s Degree,15,944,5417,60.21,49.62,Canada,42.69
"Surveyor, land/geomatics",Education,Decreasing,Moderate,140170.72,Associate Degree,6,4856,4965,35.35,80.05,China,77.52
"Librarian, academic",Finance,Decreasing,Low,37227.78,High School,14,3030,1923,55.83,25.07,USA,49.51
Lawyer,Finance,Increasing,Low,119534.16,PhD,13,8832,1648,14.16,81.2,Brazil,30.95
Illustrator,Transportation,Increasing,Low,106816.31,Bachelor’s Degree,10,4972,7402,71.44,33.35,Australia,34.51
Clothing/textile technologist,IT,Increasing,High,31967.1,Master’s Degree,5,578,6505,26.38,96.89,USA,26.1
Civil Service fast streamer,Healthcare,Increasing,Low,148384.47,Associate Degree,9,9403,9964,46.71,82.36,India,68.37
Equities trader,Retail,Increasing,Low,71467.86,Master’s Degree,1,2479,922,15.8,34.83,Germany,46.09
Jewellery designer,Healthcare,Increasing,High,84070.02,Master’s Degree,8,2339,6821,52.21,19.3,Australia,38.77
Equality and diversity officer,Education,Decreasing,High,101946.11,PhD,9,4828,6979,50.03,24.8,Brazil,78.85
Landscape architect,Entertainment,Increasing,High,138396.53,Bachelor’s Degree,9,3030,7780,60.89,59.17,Australia,61.22
Chiropodist,Transportation,Increasing,Moderate,59317.35,Master’s Degree,8,6533,7218,0.98,94.1,UK,49.73
Forensic psychologist,Retail,Increasing,Low,113324.59,Master’s Degree,3,3917,873,87.29,57.96,Canada,64.19
Animal nutritionist,Education,Decreasing,Low,96288.25,High School,2,1723,494,8.51,62.02,India,56.61
Facilities manager,Manufacturing,Increasing,Moderate,124993.06,Master’s Degree,4,9122,6388,39.41,90.49,UK,24.13
"Teacher, secondary school",Transportation,Decreasing,High,30761.18,PhD,8,3488,8238,40.25,14.68,UK,39.79
Agricultural consultant,Retail,Decreasing,High,86344.46,Master’s Degree,7,4497,5882,86.17,4.88,Canada,56.77
"Social research officer, government",Entertainment,Increasing,Moderate,116623.55,PhD,6,2140,8859,89.78,38.51,USA,70.11
Public relations officer,Transportation,Increasing,Low,111510.03,Associate Degree,4,556,673,43.29,23.37,Germany,74.75
Clinical molecular geneticist,Healthcare,Decreasing,Moderate,147457.11,PhD,12,2603,1556,65.61,14.52,Australia,50.03
"Programmer, applications",Education,Decreasing,High,70583.53,Bachelor’s Degree,19,7363,587,34.88,13.75,USA,49.7
Recycling officer,Entertainment,Increasing,Moderate,43677.06,PhD,4,1525,910,13.64,67.99,Germany,31.28
Patent examiner,Finance,Increasing,High,146460.91,Master’s Degree,5,1246,4945,23.67,94.77,Germany,29.41
Meteorologist,IT,Increasing,Low,43419.66,High School,20,4033,4430,72.92,32.03,India,47.15
Gaffer,Education,Increasing,High,105378.02,Associate Degree,14,6498,269,28.03,94.96,UK,57.73
Photographer,Finance,Increasing,Low,134756.87,High School,5,2101,7692,76.36,20.92,USA,24.31
Local government officer,IT,Increasing,Low,126857.75,Associate Degree,12,4896,6732,53.21,58.45,Germany,53.42
Herpetologist,Retail,Increasing,Low,147004.68,Associate Degree,1,5623,385,48.12,17.99,China,58.66
Occupational therapist,Entertainment,Decreasing,Low,34597.08,Associate Degree,11,931,4704,21.34,53.42,India,36.41
"Psychotherapist, child",Retail,Decreasing,High,64913.98,Associate Degree,6,8132,2805,20.93,69.72,UK,47.89
Legal executive,Education,Decreasing,Low,127252.89,Master’s Degree,3,144,3651,38.68,98.29,UK,25.26
Sub,Transportation,Decreasing,Moderate,105310.97,Bachelor’s Degree,4,8995,6126,95.37,78.18,UK,38.64
Contracting civil engineer,Finance,Increasing,High,77624.25,Associate Degree,13,629,7605,65.99,29.61,Australia,78.71
Media buyer,IT,Decreasing,Low,84714.41,Bachelor’s Degree,9,1799,2787,93.37,90.63,Germany,51.11
Theatre director,Manufacturing,Decreasing,High,105492.32,PhD,1,7479,9642,8.39,34.05,Australia,44.17
"Conservator, museum/gallery",Transportation,Decreasing,High,121498.38,Master’s Degree,16,9439,3789,8.19,79.4,Germany,54.14
Armed forces technical officer,Entertainment,Decreasing,Moderate,102373.16,Master’s Degree,4,4160,3641,48.92,17.16,USA,51.83
Ambulance person,Retail,Increasing,High,119538.59,PhD,3,6738,4425,91.09,37.55,Canada,75.02
Air broker,Finance,Increasing,Moderate,125110.35,Bachelor’s Degree,10,9327,4213,51.28,90.36,USA,73.34
Commercial art gallery manager,Education,Decreasing,High,70570.31,Master’s Degree,11,1744,1512,63.69,89.0,USA,44.17
"Therapist, occupational",Education,Decreasing,High,93076.29,Master’s Degree,13,4460,2919,84.94,73.1,Brazil,78.92
"Surveyor, commercial/residential",Finance,Increasing,Low,121944.75,Associate Degree,10,371,8158,75.11,19.39,USA,42.2
IT sales professional,Healthcare,Decreasing,Low,104285.36,Master’s Degree,12,8797,9667,26.68,37.02,China,67.93
English as a second language teacher,Finance,Decreasing,High,121625.65,Master’s Degree,10,3408,7981,22.07,79.64,China,48.9
Site engineer,Education,Increasing,High,85277.46,High School,18,4834,663,40.33,74.77,Australia,60.97
Chief of Staff,Education,Increasing,Moderate,60958.62,Master’s Degree,10,8071,3969,71.36,11.16,India,61.77
"Therapist, music",Education,Decreasing,High,43460.72,Associate Degree,8,4396,2384,67.61,49.25,USA,38.63
Systems analyst,Transportation,Decreasing,High,100331.84,Associate Degree,2,9835,6677,43.75,80.34,Brazil,50.28
"Therapist, speech and language",IT,Increasing,Low,112327.87,PhD,14,5771,2715,22.41,23.68,China,79.45
Fish farm manager,Manufacturing,Increasing,Moderate,124512.28,Associate Degree,11,9528,8735,73.38,71.29,UK,44.66
Financial adviser,IT,Increasing,High,99689.32,PhD,8,3677,4137,1.96,70.64,China,66.45
Transport planner,Manufacturing,Increasing,Low,144601.7,Master’s Degree,16,5205,2898,30.04,40.7,Australia,62.3
"Designer, fashion/clothing",Finance,Decreasing,High,92298.29,PhD,12,6816,1689,58.18,4.45,Germany,32.38
Architectural technologist,Entertainment,Decreasing,Low,34560.54,Bachelor’s Degree,5,3409,8051,33.5,65.45,India,70.45
Art therapist,Education,Increasing,High,98567.82,Master’s Degree,14,2386,5318,82.67,23.67,China,68.66
Estate manager/land agent,Finance,Increasing,High,93292.21,Bachelor’s Degree,19,8274,7201,72.22,53.93,India,77.57
Theme park manager,Transportation,Decreasing,Low,83056.05,Master’s Degree,2,5847,2910,92.59,11.9,Australia,29.97
Company secretary,Education,Increasing,Moderate,52022.74,Associate Degree,0,9862,4832,67.5,65.68,Canada,57.2
"Designer, fashion/clothing",Healthcare,Increasing,High,62465.41,Bachelor’s Degree,16,4563,3941,78.27,55.35,India,37.78
Accommodation manager,Healthcare,Increasing,Moderate,32400.58,High School,14,9471,4871,79.91,36.54,USA,49.29
Tree surgeon,IT,Decreasing,Low,149052.59,Bachelor’s Degree,20,4479,6805,76.6,60.72,China,21.33
Careers adviser,Healthcare,Decreasing,Moderate,133899.15,High School,8,9640,8365,47.55,35.27,Canada,73.11
Personnel officer,Finance,Increasing,Low,71062.01,High School,17,6578,6359,50.52,34.4,USA,54.33
Charity officer,Transportation,Decreasing,Low,42085.73,High School,14,6700,3319,48.34,23.57,India,74.35
Tax inspector,Healthcare,Decreasing,Moderate,148593.23,Master’s Degree,2,9798,4900,83.07,53.83,India,77.59
Field seismologist,Manufacturing,Decreasing,Moderate,42800.73,Master’s Degree,9,9408,7095,81.42,90.4,USA,67.95
"Therapist, nutritional",IT,Increasing,Moderate,52653.46,Associate Degree,3,545,3282,98.67,92.65,China,49.14
Commissioning editor,Transportation,Increasing,Moderate,105265.69,Master’s Degree,7,2702,8244,44.82,79.52,Brazil,76.52
Pathologist,Education,Decreasing,High,70368.84,PhD,19,9192,7442,81.7,75.65,USA,20.48
Forensic psychologist,IT,Increasing,Low,70996.99,High School,1,3826,8150,66.85,70.87,China,75.3
Historic buildings inspector/conservation officer,IT,Decreasing,Moderate,57177.54,PhD,13,3625,8457,92.98,1.1,Germany,53.6
Museum/gallery conservator,Retail,Increasing,Moderate,54988.27,Bachelor’s Degree,1,4412,7312,89.44,83.87,China,24.89
Architect,Retail,Increasing,Moderate,30970.09,High School,19,1378,9752,86.18,28.12,India,30.56
Geographical information systems officer,Entertainment,Decreasing,Moderate,46912.36,Bachelor’s Degree,16,8426,4831,19.38,54.2,Brazil,24.29
"Geologist, wellsite",Manufacturing,Increasing,Low,123744.99,Master’s Degree,8,2545,9616,87.71,96.11,Brazil,73.62
Ophthalmologist,Healthcare,Decreasing,Low,98829.35,Associate Degree,2,1934,8405,57.25,40.99,Brazil,46.5
Graphic designer,Healthcare,Decreasing,High,101558.13,Bachelor’s Degree,8,3960,1128,41.2,31.7,Australia,54.25
"Research officer, political party",Retail,Increasing,Moderate,100878.39,Bachelor’s Degree,19,4904,1883,95.69,10.9,UK,64.8
"Investment banker, corporate",Finance,Increasing,Low,88470.63,Bachelor’s Degree,13,2611,8539,9.54,80.92,Brazil,72.71
"Scientist, research (maths)",Manufacturing,Decreasing,Low,134353.74,Master’s Degree,14,9625,9948,42.31,40.42,USA,50.47
Dance movement psychotherapist,IT,Decreasing,High,74880.04,Master’s Degree,3,1381,9040,60.9,91.44,Germany,55.47
"Engineer, maintenance",Transportation,Increasing,Moderate,80802.33,Associate Degree,7,2078,4106,0.07,26.9,China,57.87
Barista,Manufacturing,Increasing,Moderate,61940.5,Bachelor’s Degree,2,5494,9467,25.91,58.18,India,70.58
Scientific laboratory technician,Finance,Increasing,Low,64036.05,PhD,20,7847,6694,38.76,58.59,Australia,69.06
"Doctor, general practice",Retail,Increasing,High,83689.16,High School,4,2599,8141,21.46,71.71,Germany,30.54
Product manager,Finance,Increasing,High,102733.95,PhD,2,1762,4995,43.17,32.85,China,54.6
Emergency planning/management officer,Healthcare,Increasing,High,34268.6,Associate Degree,11,888,2130,80.11,38.86,Australia,47.6
Investment analyst,Retail,Decreasing,High,103986.98,Associate Degree,13,3992,8288,78.64,9.83,Germany,38.12
Armed forces logistics/support/administrative officer,IT,Increasing,Moderate,131293.38,PhD,2,2091,9488,96.55,19.47,China,70.73
TEFL teacher,Transportation,Decreasing,Moderate,81342.44,High School,0,7411,3200,60.41,33.71,Australia,41.7
Counselling psychologist,IT,Increasing,High,43656.47,PhD,7,2533,7309,82.57,7.89,Germany,76.56
"Scientist, research (maths)",Healthcare,Decreasing,Low,109542.89,Bachelor’s Degree,5,6380,7115,71.19,65.33,Germany,42.79
Tour manager,Transportation,Increasing,High,51113.24,Associate Degree,14,6752,6305,41.54,7.71,Brazil,59.09
"Production assistant, television",Education,Decreasing,Low,46818.81,High School,14,8769,5447,30.17,42.03,USA,25.81
Engineering geologist,IT,Increasing,Moderate,112140.36,Associate Degree,8,6158,756,3.96,40.75,USA,33.34
"Merchandiser, retail",Finance,Increasing,Low,107771.64,Master’s Degree,20,1606,1952,38.9,19.55,USA,71.48
Food technologist,Manufacturing,Decreasing,Moderate,115861.63,PhD,4,3316,4960,27.18,7.04,India,50.44
Surgeon,IT,Decreasing,Moderate,87244.04,High School,7,570,4558,26.62,99.64,UK,29.43
Armed forces operational officer,Finance,Increasing,High,61978.44,PhD,5,1017,8937,20.21,44.19,Australia,68.42
Media planner,Manufacturing,Decreasing,High,65028.25,PhD,15,9066,2605,47.66,39.48,Canada,67.21
Set designer,IT,Decreasing,Low,93668.88,Master’s Degree,12,3634,5579,56.4,11.32,Canada,51.6
Orthoptist,Entertainment,Increasing,Moderate,142763.58,High School,13,9326,5861,69.29,45.7,India,32.02
Higher education lecturer,Education,Increasing,Low,88727.56,Master’s Degree,4,6223,3244,57.46,5.83,Germany,54.61
Media planner,Finance,Increasing,Low,57971.07,PhD,16,4169,5781,10.6,84.7,Australia,46.86
Medical illustrator,Finance,Increasing,High,67532.36,Bachelor’s Degree,13,5010,598,75.27,70.89,Brazil,63.6
"Psychologist, prison and probation services",Manufacturing,Increasing,Moderate,131166.91,Associate Degree,18,2028,5349,30.94,17.77,Canada,39.17
Travel agency manager,Entertainment,Increasing,Low,49390.67,High School,11,7486,807,85.25,8.62,USA,23.1
Operational researcher,Entertainment,Increasing,High,141410.11,Associate Degree,12,7430,9155,35.27,74.97,Canada,20.46
Toxicologist,Transportation,Increasing,Moderate,142061.69,Master’s Degree,3,3856,972,87.73,48.06,Canada,20.58
Futures trader,Healthcare,Increasing,Low,100487.63,Associate Degree,9,9905,8028,80.44,24.87,Canada,54.91
Operational investment banker,Education,Decreasing,Low,117129.31,Associate Degree,3,3270,6761,62.96,30.81,Germany,30.91
"Runner, broadcasting/film/video",Healthcare,Decreasing,Moderate,135819.48,Associate Degree,10,7318,2767,98.36,46.45,Canada,38.76
Forest/woodland manager,Finance,Decreasing,Low,130644.54,High School,0,197,9147,69.71,15.72,China,31.91
Physiological scientist,Education,Decreasing,Low,40202.13,Associate Degree,20,3988,7963,52.67,64.98,USA,74.65
"Teacher, English as a foreign language",Healthcare,Decreasing,High,35126.7,Master’s Degree,13,5897,835,91.68,49.14,Australia,39.67
Product/process development scientist,Entertainment,Decreasing,High,70394.46,Master’s Degree,12,6046,7611,41.2,93.33,UK,60.59
Counsellor,Manufacturing,Increasing,Low,145294.62,Associate Degree,19,1000,2897,82.95,79.14,Brazil,49.13
Psychiatrist,Healthcare,Increasing,Moderate,68032.29,High School,7,4441,9317,13.39,99.41,Germany,70.93
Financial risk analyst,Retail,Increasing,Moderate,110211.51,Associate Degree,9,9869,5851,62.19,45.64,India,55.88
Government social research officer,IT,Increasing,Low,80263.02,PhD,18,5628,8719,95.67,77.33,USA,37.07
Armed forces technical officer,Transportation,Increasing,Moderate,39668.09,PhD,19,2294,9932,83.36,72.55,UK,36.26
General practice doctor,Entertainment,Increasing,Low,98785.64,PhD,0,5331,5736,38.81,4.26,Brazil,50.06
"Chemist, analytical",Education,Increasing,Moderate,93001.33,PhD,1,4281,7395,11.4,54.62,China,33.42
Operations geologist,Healthcare,Decreasing,Low,68147.82,Master’s Degree,15,5274,7293,69.48,72.06,Australia,79.5
Pensions consultant,Finance,Increasing,Moderate,81410.9,Master’s Degree,16,946,9629,38.58,31.07,Germany,22.68
"Designer, television/film set",IT,Increasing,Low,71028.78,Associate Degree,6,2684,9080,63.7,51.55,UK,48.77
"Engineer, automotive",Retail,Increasing,Low,116877.08,PhD,5,7031,1971,47.36,28.72,China,25.6
Clinical embryologist,Transportation,Decreasing,Moderate,118956.93,Master’s Degree,2,8710,5987,64.79,80.76,Brazil,53.49
Purchasing manager,Education,Increasing,Low,110285.19,Bachelor’s Degree,13,9609,6465,13.26,38.86,Germany,78.54
"Engineer, energy",Transportation,Decreasing,Moderate,50910.33,PhD,16,3020,4955,71.26,69.44,Brazil,79.48
"Designer, television/film set",Entertainment,Increasing,Low,129267.35,High School,11,3835,9167,14.17,40.22,UK,21.73
Regulatory affairs officer,Retail,Decreasing,High,31055.61,Master’s Degree,8,1257,6364,87.19,78.95,India,37.15
Financial risk analyst,Retail,Decreasing,High,59274.52,Associate Degree,2,4800,1069,97.95,63.79,Germany,71.69
Research scientist (maths),Retail,Decreasing,High,127181.19,Master’s Degree,4,9585,5320,85.87,53.16,China,37.22
"Nurse, learning disability",Finance,Decreasing,High,66795.73,High School,4,6446,2845,63.68,78.89,Germany,53.84
Insurance underwriter,Retail,Decreasing,High,60110.26,PhD,6,5210,3799,71.32,81.07,India,74.69
"Scientist, water quality",Finance,Increasing,Moderate,45444.09,Bachelor’s Degree,0,3507,3312,3.21,86.12,India,37.92
Rural practice surveyor,IT,Decreasing,High,44229.04,PhD,17,192,5770,85.29,81.18,India,41.62
Retail buyer,Finance,Increasing,Low,97652.12,Associate Degree,14,1434,4361,60.97,42.4,Germany,27.16
Secretary/administrator,Manufacturing,Increasing,Low,67401.09,Master’s Degree,20,4687,7083,84.19,74.89,USA,43.2
Outdoor activities/education manager,Retail,Decreasing,High,64318.15,PhD,14,5892,5003,93.75,24.63,USA,51.66
Health physicist,Manufacturing,Increasing,Low,136709.79,PhD,12,2126,8128,6.61,69.35,UK,58.12
"Psychologist, prison and probation services",Manufacturing,Increasing,Moderate,88189.52,High School,18,6534,3584,36.94,64.68,Canada,30.15
IT trainer,Education,Decreasing,High,114688.64,PhD,17,5488,3292,2.76,76.24,Germany,73.64
Equality and diversity officer,Transportation,Decreasing,Low,133674.84,PhD,8,8976,2732,17.79,92.19,USA,77.81
"Secretary, company",Entertainment,Increasing,High,57719.5,Associate Degree,10,5051,8351,72.83,92.53,Brazil,37.14
Architectural technologist,Transportation,Decreasing,High,135066.95,PhD,13,4915,9889,15.52,73.72,China,68.65
Clinical embryologist,Education,Increasing,Low,105109.46,High School,14,9706,309,65.24,29.36,Australia,27.99
Radio broadcast assistant,Manufacturing,Decreasing,High,136994.04,Master’s Degree,0,9399,6301,82.82,15.33,China,45.16
Catering manager,Healthcare,Decreasing,Moderate,56869.43,Associate Degree,12,8856,7767,99.99,53.93,UK,40.26
"Engineer, petroleum",Entertainment,Increasing,Moderate,37620.54,PhD,3,5337,1978,24.38,30.52,India,72.58
Senior tax professional/tax inspector,Manufacturing,Increasing,Low,73154.03,Associate Degree,15,2146,5251,1.5,33.02,Canada,75.84
Oncologist,Transportation,Decreasing,Moderate,147442.36,High School,16,1297,6278,35.96,63.08,Australia,64.42
"Education officer, environmental",Retail,Increasing,High,41767.54,Master’s Degree,8,2271,3898,96.3,11.94,Germany,37.19
Armed forces technical officer,Healthcare,Increasing,Low,50874.71,High School,2,2942,151,35.14,50.95,Brazil,70.64
"Restaurant manager, fast food",Healthcare,Increasing,Low,136132.2,Associate Degree,2,3542,2863,56.77,60.66,Canada,44.68
"Scientist, physiological",Retail,Decreasing,Low,68221.14,High School,20,7134,4540,95.26,46.9,UK,27.78
Cabin crew,IT,Increasing,Moderate,66245.46,Bachelor’s Degree,8,5578,8875,18.3,33.24,Brazil,49.77
"Surveyor, hydrographic",Finance,Decreasing,High,93294.6,PhD,0,3143,3183,83.97,23.74,Australia,48.36
Educational psychologist,Entertainment,Decreasing,High,124991.01,Bachelor’s Degree,16,4343,6513,91.91,9.57,India,49.7
Special effects artist,Retail,Decreasing,Moderate,69816.13,Associate Degree,3,3606,5471,7.05,12.16,Australia,57.86
Theatre stage manager,Healthcare,Decreasing,Moderate,35572.05,Bachelor’s Degree,19,288,7788,10.28,6.95,USA,64.16
Counselling psychologist,Retail,Decreasing,Low,114052.39,High School,16,7225,8798,53.83,55.95,UK,54.51
Youth worker,Healthcare,Decreasing,Moderate,115350.27,Bachelor’s Degree,12,8315,9786,70.35,75.06,Germany,69.55
Occupational psychologist,IT,Increasing,Low,79990.37,Master’s Degree,14,5782,6278,3.56,93.47,India,64.95
"Producer, television/film/video",Entertainment,Increasing,Low,106177.5,Associate Degree,6,6698,9886,75.15,85.65,China,32.39
Amenity horticulturist,Retail,Decreasing,Moderate,116044.78,PhD,18,8303,4165,9.58,83.72,Germany,37.89
Photographer,Retail,Decreasing,High,96639.02,PhD,13,9780,198,16.33,21.71,USA,49.03
Commissioning editor,Transportation,Increasing,Low,45204.67,PhD,14,6725,423,16.46,77.54,India,66.71
Town planner,Transportation,Increasing,Low,145538.51,Master’s Degree,14,4230,1156,86.35,4.07,China,74.21
Petroleum engineer,Finance,Increasing,High,63410.41,High School,2,7592,9327,68.63,35.96,UK,46.68
Professor Emeritus,Retail,Increasing,High,86039.35,Associate Degree,13,3951,6540,24.56,47.61,India,65.85
Mining engineer,Manufacturing,Decreasing,Moderate,57010.83,PhD,19,6863,9567,32.13,93.39,Canada,77.61
Energy engineer,Healthcare,Increasing,High,95898.75,Associate Degree,11,2447,7455,9.1,37.69,India,22.25
Restaurant manager,Education,Increasing,Low,117995.57,High School,19,4016,5532,46.59,96.73,India,70.88
Chief Operating Officer,Education,Decreasing,Moderate,127491.2,Master’s Degree,6,7706,2920,16.61,44.34,Canada,21.86
Dealer,Healthcare,Increasing,Low,58634.64,Associate Degree,16,1427,2550,28.59,76.51,USA,75.6
"Geneticist, molecular",Healthcare,Decreasing,High,98399.02,Associate Degree,7,3427,2779,14.1,27.98,China,52.56
Visual merchandiser,Healthcare,Increasing,High,53038.49,Master’s Degree,8,4791,4603,6.57,1.2,Germany,27.61
"Restaurant manager, fast food",Education,Increasing,Low,82155.1,Bachelor’s Degree,16,1202,4832,62.15,29.19,China,38.71
Network engineer,IT,Increasing,Low,63609.71,Master’s Degree,17,7637,1589,82.7,71.41,UK,59.66
Transport planner,Entertainment,Increasing,Low,70174.56,Associate Degree,2,4803,2666,29.62,80.76,Brazil,33.65
Licensed conveyancer,Entertainment,Decreasing,Low,113365.78,PhD,16,4166,1301,96.25,97.2,Australia,58.56
Software engineer,Finance,Decreasing,Moderate,45199.51,Bachelor’s Degree,3,3142,278,2.09,70.09,Canada,70.89
"Scientist, product/process development",Finance,Decreasing,Low,113611.92,PhD,9,6535,3300,61.91,77.06,Germany,32.7
"Chemist, analytical",Manufacturing,Decreasing,Low,76319.84,Bachelor’s Degree,18,2930,1664,3.5,33.59,Australia,70.95
Astronomer,Entertainment,Increasing,Moderate,81092.37,High School,17,6967,328,47.18,46.02,USA,74.86
Corporate treasurer,Retail,Decreasing,Moderate,81233.17,High School,13,113,140,10.53,38.12,Canada,62.32
"Teacher, English as a foreign language",IT,Decreasing,High,40315.24,Associate Degree,19,5380,3788,0.65,44.66,Brazil,44.5
Marine scientist,Manufacturing,Decreasing,Moderate,132506.45,Associate Degree,2,5611,4470,76.39,12.74,China,72.79
Ambulance person,Finance,Increasing,Low,122652.99,PhD,16,1092,9790,92.89,69.8,Canada,57.74
Waste management officer,Entertainment,Decreasing,High,109470.72,Master’s Degree,18,2210,4558,3.27,20.54,UK,73.23
Human resources officer,Transportation,Increasing,Moderate,97889.4,Master’s Degree,9,6967,2872,94.19,91.96,UK,20.37
Petroleum engineer,Healthcare,Decreasing,Low,129084.52,Bachelor’s Degree,4,9147,2001,64.31,8.52,UK,61.28
Warehouse manager,Education,Decreasing,Low,111424.89,Bachelor’s Degree,3,1619,4000,53.86,96.72,India,43.94
"Surveyor, hydrographic",Entertainment,Increasing,Low,39365.76,Associate Degree,2,1815,8129,79.39,21.57,China,46.11
Research scientist (maths),Education,Decreasing,Moderate,94680.42,Master’s Degree,19,2514,1267,13.96,85.69,Australia,41.02
"Librarian, public",Entertainment,Increasing,High,97669.86,High School,15,574,9008,3.6,86.15,USA,60.82
Adult nurse,Retail,Increasing,Low,63140.51,PhD,16,5121,4204,84.32,51.33,Australia,27.17
Fashion designer,Retail,Increasing,High,144725.41,Bachelor’s Degree,2,6862,5625,48.26,47.58,UK,79.2
Advertising art director,Entertainment,Decreasing,High,55028.57,Master’s Degree,20,3938,6285,85.86,50.38,USA,45.78
Trading standards officer,Entertainment,Decreasing,High,33607.6,High School,12,9354,225,75.84,88.97,UK,27.43
"Engineer, production",Retail,Decreasing,Moderate,80981.06,Master’s Degree,12,1430,2700,25.19,99.74,China,66.03
"Administrator, local government",Retail,Decreasing,High,54473.23,PhD,8,8141,7516,46.14,42.09,USA,57.48
Interior and spatial designer,Entertainment,Decreasing,High,113017.03,Master’s Degree,13,5907,2632,8.07,93.58,UK,57.51
Land,Retail,Decreasing,High,98133.8,High School,16,4985,6376,83.71,53.41,China,65.01
Video editor,Manufacturing,Increasing,Moderate,117446.64,Master’s Degree,16,394,3545,24.91,89.97,Australia,20.36
Museum education officer,Healthcare,Increasing,Moderate,32171.43,Associate Degree,4,7673,910,88.91,77.59,China,68.25
Mental health nurse,Education,Increasing,Low,34807.13,High School,11,1950,3260,33.64,24.1,China,47.18
Pensions consultant,IT,Decreasing,Moderate,87254.75,High School,17,7111,8183,16.77,67.01,UK,75.18
"Engineer, drilling",Education,Decreasing,Low,86163.69,Associate Degree,9,8267,8957,10.82,6.78,UK,46.34
Maintenance engineer,Education,Decreasing,High,55365.54,High School,9,8488,3368,8.01,6.33,USA,79.54
Product manager,Education,Decreasing,High,89995.0,Bachelor’s Degree,3,1955,4639,64.59,83.27,USA,23.84
"Scientist, research (maths)",IT,Decreasing,Low,142606.53,Associate Degree,1,8594,9986,5.78,63.14,China,40.08
Barrister's clerk,IT,Increasing,Low,46893.63,Bachelor’s Degree,12,5683,7775,50.72,82.83,China,77.66
Sports development officer,Finance,Increasing,High,82422.8,High School,19,3809,1792,37.44,6.95,Brazil,53.66
"Copywriter, advertising",Transportation,Decreasing,Low,83148.65,Master’s Degree,2,5410,7385,7.91,56.8,Germany,38.64
IT technical support officer,IT,Increasing,High,126269.0,PhD,8,1359,6095,34.98,12.57,India,37.97
Learning mentor,Transportation,Increasing,Moderate,64135.89,Master’s Degree,3,147,3387,40.63,17.29,Brazil,34.69
Control and instrumentation engineer,Entertainment,Decreasing,Low,41599.13,Associate Degree,19,1890,2239,10.75,52.37,Germany,36.27
Tree surgeon,Entertainment,Decreasing,Moderate,127972.03,Associate Degree,11,252,3234,39.37,92.08,Germany,42.65
Prison officer,Transportation,Decreasing,Moderate,114932.32,PhD,0,1861,4475,69.57,90.49,Canada,46.29
Product designer,IT,Increasing,Moderate,118381.39,PhD,18,853,7056,24.04,4.95,Australia,72.78
"Surveyor, land/geomatics",Retail,Increasing,Low,31255.28,Master’s Degree,1,9749,1869,94.02,76.42,Brazil,70.35
"Designer, textile",Entertainment,Decreasing,High,101139.31,Master’s Degree,4,2416,8442,33.57,5.9,UK,36.35
Energy engineer,Healthcare,Increasing,Low,61090.06,Bachelor’s Degree,1,9827,8101,14.8,27.35,Brazil,31.78
Production manager,Finance,Increasing,Moderate,129964.14,Associate Degree,12,9792,2495,52.43,15.96,Brazil,42.14
Advice worker,Retail,Increasing,Moderate,127672.39,Bachelor’s Degree,11,8480,1459,17.44,22.3,India,53.75
Nature conservation officer,Education,Increasing,Moderate,88597.52,Bachelor’s Degree,17,2134,7460,23.09,16.79,UK,48.83
Television production assistant,Finance,Increasing,High,35334.78,High School,16,9605,6741,41.71,86.41,Brazil,63.58
Company secretary,Manufacturing,Decreasing,Low,132950.43,Master’s Degree,17,5045,1507,9.49,47.16,Canada,23.05
"Engineer, energy",Retail,Increasing,Moderate,98572.97,Master’s Degree,2,2185,1696,69.07,57.14,UK,40.37
Risk analyst,Manufacturing,Decreasing,Moderate,56557.71,Master’s Degree,14,719,9984,20.35,63.1,USA,26.4
Surgeon,Entertainment,Decreasing,High,59875.57,Associate Degree,14,9421,878,40.83,80.07,Brazil,48.45
"Therapist, music",Finance,Increasing,High,50305.6,PhD,14,1488,3876,81.83,51.28,China,25.14
Accommodation manager,Manufacturing,Decreasing,Low,67022.77,PhD,14,8129,1555,63.56,33.07,China,40.4
Jewellery designer,Manufacturing,Increasing,Moderate,140604.64,High School,2,4770,7368,97.47,7.42,Brazil,21.47
Corporate treasurer,IT,Decreasing,Low,91528.05,Associate Degree,14,5145,9544,48.13,17.48,Canada,24.15
Retail manager,Entertainment,Increasing,Moderate,117129.97,Bachelor’s Degree,18,3260,5313,28.03,71.49,USA,42.44
"Psychotherapist, dance movement",Entertainment,Increasing,Low,128956.7,Master’s Degree,6,3127,2135,14.18,76.97,India,54.16
Broadcast presenter,IT,Decreasing,High,74040.23,Associate Degree,1,2468,1067,30.95,90.82,Canada,69.22
"Education officer, environmental",Transportation,Decreasing,High,130572.59,High School,2,9917,2066,56.35,79.01,Germany,35.45
"Designer, furniture",Manufacturing,Decreasing,Low,81254.5,Associate Degree,13,1437,6328,56.32,56.85,Australia,74.0
"Geneticist, molecular",Healthcare,Increasing,Moderate,68361.95,PhD,13,6533,1855,8.54,2.58,India,57.06
Community development worker,Manufacturing,Increasing,Moderate,43775.25,PhD,1,2257,7286,21.84,18.25,Australia,23.68
"Conservation officer, nature",Transportation,Increasing,Moderate,36082.68,PhD,18,6282,3235,78.19,6.25,USA,71.05
Field seismologist,Retail,Decreasing,Low,57311.1,Bachelor’s Degree,5,3697,5379,7.47,42.56,UK,33.3
Health and safety adviser,IT,Decreasing,Moderate,32826.2,PhD,2,2439,5825,31.75,31.33,India,52.28
Tourist information centre manager,Retail,Decreasing,Low,147822.17,Associate Degree,17,2283,4622,33.39,53.3,China,29.58
Planning and development surveyor,Education,Increasing,High,47817.44,Bachelor’s Degree,13,1155,1293,41.14,38.31,USA,58.05
Audiological scientist,Retail,Decreasing,Moderate,120683.66,Master’s Degree,7,843,9111,57.28,82.7,China,38.49
"Presenter, broadcasting",Education,Increasing,Low,45149.26,PhD,16,2586,2034,3.2,94.32,India,41.96
Mudlogger,Transportation,Increasing,High,92602.28,High School,0,3032,4806,32.65,49.89,Australia,31.04
Water quality scientist,Manufacturing,Decreasing,Moderate,118862.61,Master’s Degree,2,5553,1607,22.9,30.94,India,67.97
Furniture conservator/restorer,Education,Increasing,Moderate,148296.95,Associate Degree,13,8384,2908,72.34,72.92,India,72.64
"Librarian, academic",Manufacturing,Decreasing,High,140898.18,Master’s Degree,15,262,9921,82.12,81.08,Canada,43.0
Press photographer,Retail,Increasing,High,76240.28,Associate Degree,11,3152,8390,38.36,65.64,Brazil,26.03
Plant breeder/geneticist,Education,Increasing,Low,71452.66,Bachelor’s Degree,13,6738,405,38.69,4.29,Brazil,32.34
"Sales professional, IT",Education,Increasing,High,112471.26,PhD,8,3592,4191,34.75,31.17,China,74.03
Applications developer,Healthcare,Decreasing,Moderate,137902.33,Associate Degree,10,7137,7253,69.23,37.82,China,34.68
Tour manager,IT,Increasing,Moderate,108738.01,High School,12,1724,2759,2.5,63.93,UK,42.33
Interpreter,Transportation,Increasing,Low,41244.77,Bachelor’s Degree,9,7062,4455,93.27,11.16,India,76.95
Broadcast journalist,Transportation,Increasing,Low,143189.85,Master’s Degree,15,2223,5238,38.5,63.93,Canada,56.19
Emergency planning/management officer,Transportation,Increasing,High,36617.77,Associate Degree,4,8441,5336,37.23,73.46,China,73.71
Catering manager,Retail,Decreasing,Low,138050.8,Associate Degree,5,7812,7405,19.87,2.57,Brazil,45.33
"Editor, commissioning",Transportation,Decreasing,Moderate,52818.64,Master’s Degree,0,7408,7801,84.67,82.9,Brazil,35.31
Public librarian,Education,Increasing,High,72628.05,Associate Degree,2,8059,8203,83.13,98.66,India,67.3
"Therapist, drama",Healthcare,Increasing,Moderate,43067.9,High School,15,2666,9661,84.47,93.95,Australia,73.88
Dance movement psychotherapist,Finance,Increasing,Low,121770.54,Bachelor’s Degree,4,8624,1883,10.03,76.76,USA,79.06
Applications developer,Manufacturing,Decreasing,Low,46609.57,Associate Degree,4,8047,2369,10.47,34.13,UK,51.3
"Surveyor, planning and development",Healthcare,Decreasing,High,125093.36,High School,0,5323,8858,92.04,21.24,UK,42.79
"Psychologist, prison and probation services",Entertainment,Decreasing,Moderate,125094.45,Bachelor’s Degree,18,8946,6915,23.5,22.77,India,40.99
"Development worker, international aid",Healthcare,Increasing,Low,117806.34,Master’s Degree,2,5278,9418,45.97,36.2,Brazil,40.6
"Nurse, mental health",Manufacturing,Decreasing,High,75414.64,High School,5,6626,3868,98.66,93.31,Germany,26.11
"Solicitor, Scotland",Entertainment,Decreasing,Moderate,96825.25,Associate Degree,16,9456,9521,91.76,70.63,Australia,48.6
Location manager,Finance,Increasing,Moderate,79364.02,High School,20,8201,7463,60.67,71.81,China,41.99
Paramedic,IT,Decreasing,Low,140734.36,High School,8,7197,8319,0.5,73.54,USA,69.01
Magazine journalist,Finance,Decreasing,Moderate,90021.47,Bachelor’s Degree,19,9013,645,32.07,85.11,India,77.78
"Scientist, clinical (histocompatibility and immunogenetics)",Finance,Increasing,Moderate,140393.23,Bachelor’s Degree,0,4459,3505,11.31,31.33,UK,67.16
Materials engineer,Finance,Increasing,Low,42145.54,Master’s Degree,19,2324,453,12.78,31.94,UK,54.43
Amenity horticulturist,Retail,Increasing,High,67307.72,Bachelor’s Degree,3,6715,3342,26.7,43.52,India,43.71
Osteopath,Manufacturing,Increasing,Moderate,134117.35,Bachelor’s Degree,1,710,8664,77.03,83.91,India,73.58
Commercial horticulturist,Education,Decreasing,High,38008.8,PhD,16,5553,9356,5.51,25.89,Brazil,26.57
Geoscientist,IT,Increasing,Moderate,53523.27,Master’s Degree,15,4600,8059,65.6,72.54,UK,60.64
Equality and diversity officer,Education,Decreasing,High,50159.9,Master’s Degree,12,2072,630,16.5,2.75,Australia,33.44
"Investment banker, corporate",Healthcare,Increasing,Low,103977.98,Master’s Degree,3,1304,6574,26.81,62.7,USA,43.2
Claims inspector/assessor,Finance,Increasing,Low,66586.61,PhD,10,5334,6476,31.69,78.9,India,29.77
Proofreader,Transportation,Decreasing,High,71932.87,Master’s Degree,2,8094,4137,37.15,63.65,Germany,64.61
Architect,IT,Increasing,Moderate,48566.33,Master’s Degree,13,926,9496,73.29,9.41,Australia,65.05
Personal assistant,Finance,Increasing,High,46795.09,Bachelor’s Degree,8,8349,2961,50.88,93.67,India,70.92
Higher education lecturer,Healthcare,Increasing,Low,137774.26,PhD,12,7006,720,68.33,22.43,Australia,72.52
Hydrogeologist,Manufacturing,Decreasing,High,33649.8,Master’s Degree,9,1610,8375,11.56,26.5,Canada,24.41
Herpetologist,Manufacturing,Decreasing,Low,72297.79,High School,8,2487,3888,1.95,43.88,UK,33.15
Youth worker,Healthcare,Increasing,Moderate,63484.84,PhD,4,4280,2531,10.13,98.65,Australia,63.18
Public relations account executive,Transportation,Decreasing,High,124966.08,Bachelor’s Degree,4,5154,4323,59.21,55.99,India,34.34
Dealer,Entertainment,Decreasing,High,55416.51,Bachelor’s Degree,7,9486,4958,97.94,72.96,Brazil,75.79
"Education officer, community",Healthcare,Decreasing,High,135886.21,PhD,0,6352,5545,31.59,52.26,Canada,22.01
Orthoptist,Retail,Increasing,Moderate,138801.4,High School,0,3335,8053,97.2,63.03,China,59.25
Retail banker,Entertainment,Increasing,High,35281.0,High School,9,641,8429,69.03,93.41,Germany,47.03
Tree surgeon,Transportation,Increasing,Moderate,127156.4,Associate Degree,12,3514,1187,90.03,37.38,Germany,45.85
Clinical research associate,Retail,Increasing,High,121071.66,Bachelor’s Degree,17,3292,901,91.43,73.63,USA,60.57
"Geologist, engineering",Education,Increasing,High,68323.65,High School,8,8890,7794,99.69,41.11,Germany,22.53
Sport and exercise psychologist,Manufacturing,Decreasing,High,144459.68,Associate Degree,14,4949,6033,45.63,79.31,India,32.72
Licensed conveyancer,Finance,Increasing,Low,147451.83,Associate Degree,7,6647,239,62.85,49.04,USA,46.35
"Restaurant manager, fast food",Finance,Decreasing,Low,112206.12,Bachelor’s Degree,0,1891,3494,86.2,52.1,USA,60.95
Careers adviser,Retail,Increasing,High,128822.2,Associate Degree,7,1028,6611,93.6,2.18,UK,20.07
Insurance broker,Retail,Decreasing,Moderate,116758.71,High School,10,4509,6073,97.77,65.53,USA,21.35
Chartered accountant,Entertainment,Decreasing,Moderate,81589.35,Master’s Degree,8,3215,6364,40.63,97.45,Germany,59.92
Media buyer,IT,Increasing,Low,89269.14,PhD,4,1623,1471,73.44,43.18,China,40.1
Chemical engineer,Transportation,Decreasing,Low,48377.17,Associate Degree,12,6315,3260,29.86,26.14,Canada,21.85
Marketing executive,Manufacturing,Increasing,Moderate,38761.33,Master’s Degree,10,9618,4803,73.86,55.61,Australia,62.39
Fisheries officer,Healthcare,Decreasing,High,103079.16,Master’s Degree,9,3015,2137,31.37,41.32,USA,53.82
Maintenance engineer,Healthcare,Decreasing,High,37994.11,Associate Degree,2,6318,2214,90.96,67.98,Brazil,59.35
Charity officer,Healthcare,Decreasing,Moderate,98574.8,Associate Degree,13,1710,1972,12.61,90.71,Australia,75.81
Print production planner,Healthcare,Decreasing,Moderate,51885.17,High School,14,3676,2096,67.18,84.54,China,49.37
Horticultural therapist,IT,Increasing,High,43147.42,Bachelor’s Degree,11,2363,8673,66.36,25.1,USA,62.23
"Scientist, audiological",Entertainment,Increasing,Low,109861.49,Associate Degree,8,4881,5337,60.87,79.99,UK,79.02
Physiotherapist,Healthcare,Increasing,Moderate,77182.03,Bachelor’s Degree,20,310,9672,20.86,1.21,Brazil,33.62
"Engineer, automotive",Transportation,Decreasing,Low,113850.02,Associate Degree,6,6303,9736,51.2,98.63,UK,75.97
Web designer,IT,Decreasing,Moderate,33744.6,Associate Degree,14,5034,2297,10.53,19.12,Germany,69.95
Secretary/administrator,Retail,Decreasing,High,102960.71,Associate Degree,3,6484,4547,97.5,83.31,USA,54.58
"Engineer, electronics",Finance,Increasing,High,40661.6,Bachelor’s Degree,4,487,7225,6.15,47.63,China,27.92
"Engineer, electrical",Manufacturing,Decreasing,Moderate,35989.96,High School,8,4991,2500,63.33,59.25,Brazil,62.44
Chief Marketing Officer,Healthcare,Increasing,High,72541.87,Bachelor’s Degree,10,540,5465,18.33,19.02,China,39.8
Manufacturing systems engineer,Education,Decreasing,Low,98271.77,Associate Degree,0,8426,9130,62.66,69.61,Canada,32.52
Control and instrumentation engineer,Entertainment,Increasing,High,32017.78,Master’s Degree,1,6339,1716,90.18,47.87,Canada,62.75
Retail merchandiser,Education,Decreasing,High,142886.21,Associate Degree,17,2505,1369,82.79,88.21,India,77.97
Audiological scientist,Manufacturing,Decreasing,High,104250.38,High School,9,2056,7058,27.77,96.54,Germany,74.34
"Engineer, chemical",Entertainment,Decreasing,High,66285.26,High School,20,1647,4597,17.12,5.68,Brazil,77.22
Architectural technologist,Finance,Decreasing,Low,103522.78,Bachelor’s Degree,17,6247,753,91.77,40.14,USA,51.34
Sports development officer,Healthcare,Decreasing,Moderate,51399.46,Associate Degree,11,2534,5314,60.74,17.37,China,57.8
Purchasing manager,Healthcare,Decreasing,Moderate,141901.73,High School,19,8025,5136,4.58,55.67,India,74.55
"Surveyor, building control",Transportation,Increasing,Moderate,91773.5,Master’s Degree,16,8072,8884,45.61,78.62,Brazil,61.44
Equality and diversity officer,Finance,Decreasing,Low,32258.18,Master’s Degree,5,6254,7818,4.77,2.64,India,62.79
"Nurse, learning disability",Retail,Decreasing,Moderate,126799.09,Master’s Degree,17,9677,9274,45.03,71.34,Germany,42.51
Occupational therapist,Healthcare,Increasing,High,91139.03,High School,20,6169,4453,82.04,85.41,Brazil,70.67
Commissioning editor,Retail,Increasing,Moderate,131687.27,Associate Degree,3,4757,2612,59.65,17.49,China,49.01
Dietitian,Healthcare,Increasing,Moderate,77212.13,High School,14,8718,7684,70.67,45.22,Brazil,38.07
Contracting civil engineer,Entertainment,Increasing,Moderate,105430.08,Bachelor’s Degree,12,8065,3469,87.92,72.69,USA,41.58
"Teacher, early years/pre",IT,Increasing,Moderate,112147.69,Associate Degree,2,7944,3510,70.75,5.74,USA,38.36
Museum/gallery exhibitions officer,Finance,Increasing,High,144413.36,Bachelor’s Degree,19,4222,5406,6.99,53.85,Brazil,61.56
"Research officer, trade union",Education,Decreasing,High,103133.83,Bachelor’s Degree,0,2167,1049,0.44,18.01,Brazil,70.29
Financial trader,Retail,Decreasing,Moderate,107556.74,Master’s Degree,16,7132,6139,72.87,2.38,India,56.15
Chief Executive Officer,Healthcare,Increasing,Moderate,109250.68,Bachelor’s Degree,20,4225,7826,71.91,42.26,Brazil,47.43
"Librarian, academic",Manufacturing,Increasing,Low,49842.55,PhD,16,5347,7220,60.22,2.27,Brazil,44.0
General practice doctor,Transportation,Decreasing,High,30657.25,Associate Degree,9,6274,9519,17.81,92.31,China,26.43
"Journalist, magazine",Finance,Increasing,High,86091.05,High School,16,3319,4247,39.87,24.39,China,31.89
"Teacher, special educational needs",Entertainment,Increasing,Low,74326.98,PhD,14,4678,4082,92.6,76.77,Australia,56.96
Medical illustrator,Entertainment,Increasing,Moderate,34379.3,Master’s Degree,8,5355,8877,38.59,93.32,Canada,35.15
"Doctor, general practice",Healthcare,Increasing,High,65843.78,PhD,19,2181,1360,69.7,73.73,Brazil,69.22
Lexicographer,Education,Increasing,High,64267.43,Master’s Degree,0,7470,7246,24.83,17.2,Brazil,31.36
Database administrator,Transportation,Increasing,Low,107252.52,Master’s Degree,11,4993,5433,90.38,47.74,Canada,29.13
"Nurse, adult",Education,Decreasing,Low,70948.53,Master’s Degree,12,7229,9835,55.25,87.2,Australia,45.89
"Surveyor, building",Entertainment,Decreasing,Moderate,52696.21,Master’s Degree,11,2632,2270,11.19,68.58,Canada,28.63
Telecommunications researcher,Finance,Decreasing,Moderate,100231.85,Master’s Degree,19,7826,1428,94.77,46.45,UK,72.88
Soil scientist,Manufacturing,Decreasing,Moderate,97994.15,Master’s Degree,20,4678,2476,50.58,45.31,Australia,67.82
Audiological scientist,Retail,Increasing,High,80689.16,High School,1,9768,8031,27.08,72.14,Brazil,78.5
"Designer, blown glass/stained glass",IT,Decreasing,Low,37025.41,High School,19,7875,8408,5.42,63.67,Germany,33.05
Recruitment consultant,Healthcare,Increasing,Low,129396.93,PhD,14,9835,9218,5.28,70.26,USA,48.78
"Administrator, arts",Healthcare,Decreasing,Moderate,69838.37,Master’s Degree,8,442,5604,38.46,52.23,Germany,35.43
"Scientist, research (physical sciences)",Transportation,Decreasing,High,136526.88,High School,17,7060,2095,37.43,18.75,Australia,34.46
Sports coach,Retail,Increasing,Moderate,117691.89,Associate Degree,7,1647,6744,35.51,35.32,Australia,48.46
Print production planner,Education,Increasing,Low,136451.35,Master’s Degree,5,4660,1570,90.28,8.1,UK,41.31
Social researcher,Transportation,Decreasing,Moderate,81188.53,PhD,19,235,2747,33.39,95.33,Brazil,40.11
"Designer, graphic",Healthcare,Decreasing,Low,82112.88,Master’s Degree,3,4519,4257,73.06,52.76,UK,72.95
"Surveyor, building",Healthcare,Increasing,Moderate,59156.07,Master’s Degree,20,2491,5178,9.69,31.87,India,24.18
"Journalist, newspaper",Manufacturing,Increasing,High,45947.38,Bachelor’s Degree,2,3322,5166,9.59,67.26,UK,78.86
"Journalist, newspaper",Transportation,Increasing,High,82107.51,High School,18,6765,2551,86.41,48.51,China,46.28
Materials engineer,IT,Decreasing,Moderate,75808.8,High School,5,6199,4907,13.31,46.51,Brazil,65.74
Chartered certified accountant,IT,Decreasing,Low,126774.63,High School,11,1881,117,50.14,47.76,Canada,56.97
Air cabin crew,Transportation,Increasing,Low,124508.34,Master’s Degree,13,5274,4793,4.72,49.2,USA,25.66
Marine scientist,Education,Increasing,Low,80570.82,Bachelor’s Degree,11,3235,4126,94.0,27.9,India,37.13
Arts administrator,IT,Decreasing,Moderate,105851.1,Bachelor’s Degree,11,4118,6470,21.2,5.13,UK,75.58
Geochemist,Retail,Increasing,High,124750.86,Bachelor’s Degree,4,8695,5537,8.82,72.83,UK,29.69
Tax inspector,Finance,Increasing,Low,149324.38,High School,18,3993,3345,25.52,7.38,Germany,63.88
Veterinary surgeon,Finance,Decreasing,High,148642.07,Associate Degree,17,935,4350,28.53,32.44,India,56.02
Customer service manager,Entertainment,Increasing,Moderate,136235.53,Associate Degree,16,6836,2052,37.77,93.7,Canada,66.8
Speech and language therapist,Finance,Decreasing,Moderate,53610.68,PhD,11,5908,7219,40.21,28.25,China,38.56
Arts administrator,Healthcare,Decreasing,Moderate,105786.37,Master’s Degree,20,8767,9297,73.55,36.72,China,32.05
Civil Service administrator,Education,Decreasing,Low,87339.24,PhD,10,8644,1122,55.7,35.73,Canada,58.97
Print production planner,Finance,Decreasing,Moderate,40652.0,PhD,13,8449,4440,71.99,84.94,India,76.73
Production engineer,Entertainment,Increasing,High,36942.94,Bachelor’s Degree,6,7297,8979,48.2,24.57,Canada,43.75
Translator,Healthcare,Decreasing,High,144236.15,Associate Degree,3,5882,6342,41.76,59.0,UK,26.69
Patent examiner,IT,Decreasing,Moderate,118012.05,Bachelor’s Degree,17,8771,542,89.52,34.97,Germany,79.02
Facilities manager,Entertainment,Decreasing,Moderate,82107.6,PhD,6,1590,9527,99.5,70.71,Australia,58.47
Restaurant manager,IT,Increasing,Low,48997.99,Master’s Degree,14,8005,3958,26.24,11.0,Canada,70.66
Magazine features editor,IT,Increasing,Moderate,142629.99,Bachelor’s Degree,3,3805,4413,44.52,36.31,Brazil,79.25
Location manager,Education,Increasing,High,103049.38,Bachelor’s Degree,9,3740,3291,52.84,50.8,China,74.81
Tax adviser,Finance,Increasing,High,147759.24,Associate Degree,7,7761,9264,58.86,46.17,Germany,50.0
Airline pilot,Healthcare,Decreasing,Moderate,53166.27,High School,18,5845,6450,3.01,3.54,USA,60.07
Social researcher,Entertainment,Increasing,High,66390.78,PhD,15,6894,746,81.65,21.29,Brazil,27.94
"Horticulturist, commercial",IT,Increasing,Low,41591.18,Master’s Degree,1,6674,2662,48.62,24.3,USA,46.05
"Designer, television/film set",Manufacturing,Decreasing,High,132614.93,Associate Degree,8,5743,2985,42.31,49.53,USA,62.01
"Accountant, chartered management",Healthcare,Decreasing,High,139488.49,Associate Degree,13,117,4496,0.31,91.4,Canada,73.56
"Conservation officer, historic buildings",Manufacturing,Increasing,Moderate,124150.84,PhD,7,6765,8474,10.91,98.95,Australia,25.47
Research scientist (physical sciences),Entertainment,Decreasing,High,109848.46,Master’s Degree,14,7194,7693,68.18,18.29,India,40.75
Risk manager,Manufacturing,Decreasing,Moderate,132185.64,Master’s Degree,6,3298,474,94.91,26.38,Australia,44.03
"Surveyor, insurance",Healthcare,Increasing,Low,35841.86,PhD,9,780,7092,78.69,11.65,Australia,59.25
Social worker,Manufacturing,Decreasing,Moderate,111007.41,Bachelor’s Degree,6,2189,6583,9.93,80.05,India,29.25
Clinical research associate,Healthcare,Decreasing,Moderate,144535.88,Bachelor’s Degree,7,2652,633,57.42,32.91,Canada,45.28
Administrator,Entertainment,Increasing,Low,72977.13,High School,3,4817,111,23.5,19.56,Australia,51.73
"Psychologist, educational",Entertainment,Decreasing,Low,125947.23,Bachelor’s Degree,15,3237,1073,25.88,43.52,USA,79.29
Web designer,IT,Decreasing,Low,116725.7,Bachelor’s Degree,1,2620,8073,27.78,9.31,China,77.9
Location manager,IT,Decreasing,Low,52146.39,Bachelor’s Degree,13,1599,545,31.65,57.05,Australia,22.65
"Psychologist, educational",Education,Increasing,Moderate,63649.75,Master’s Degree,17,920,9819,95.78,88.8,India,50.56
Tourist information centre manager,Healthcare,Decreasing,Low,80859.93,Bachelor’s Degree,14,3143,5547,83.81,82.79,USA,68.93
Architectural technologist,Education,Decreasing,Moderate,54473.53,Associate Degree,7,2493,1929,38.99,71.59,China,52.96
Financial trader,Transportation,Decreasing,Low,120658.92,Associate Degree,12,5567,8592,36.73,99.06,Canada,54.28
"Geneticist, molecular",Entertainment,Increasing,High,47118.33,Bachelor’s Degree,9,1644,7908,13.93,34.7,China,51.39
Risk manager,Transportation,Increasing,Low,137167.72,High School,5,8247,2807,17.25,53.15,China,28.91
"Production designer, theatre/television/film",Education,Decreasing,Low,131556.94,Bachelor’s Degree,17,8502,9964,42.74,63.22,Canada,70.03
"Librarian, academic",Manufacturing,Decreasing,Low,139369.95,Bachelor’s Degree,11,2870,3712,84.24,8.7,Australia,55.14
"Psychotherapist, child",Education,Decreasing,Moderate,90500.43,Master’s Degree,1,3667,732,61.57,24.04,Canada,37.77
Actuary,Retail,Decreasing,High,119111.78,High School,3,9689,6948,32.5,55.05,Australia,40.63
Quantity surveyor,Healthcare,Increasing,Moderate,141724.18,PhD,12,7301,7097,59.88,61.46,China,45.24
"Research officer, government",Entertainment,Decreasing,Moderate,91899.8,Associate Degree,8,6838,8338,78.96,36.06,China,36.72
Television camera operator,Finance,Decreasing,Moderate,37348.3,Associate Degree,20,6659,1179,59.56,98.97,Canada,63.29
Public relations officer,Healthcare,Increasing,High,94189.06,High School,13,5294,6482,20.05,44.41,Canada,34.07
Web designer,IT,Decreasing,Moderate,137758.26,Master’s Degree,5,4736,1132,28.64,58.51,Australia,69.52
Manufacturing engineer,Finance,Increasing,Low,101768.6,Master’s Degree,11,9460,2251,59.87,60.0,Australia,38.17
"Librarian, academic",Manufacturing,Decreasing,Low,41419.96,PhD,12,2984,5188,44.24,76.4,Australia,42.04
TEFL teacher,Manufacturing,Increasing,Low,103614.78,Associate Degree,2,2990,550,95.76,49.12,India,47.83
"Horticulturist, amenity",Retail,Increasing,High,100215.14,Associate Degree,7,9507,9393,84.96,95.41,Canada,42.86
Barrister's clerk,Transportation,Decreasing,Low,116362.27,Associate Degree,13,9560,9092,50.42,55.97,UK,66.89
Health visitor,Healthcare,Decreasing,Moderate,57137.11,Master’s Degree,5,3013,9180,38.03,51.35,Canada,40.85
Dance movement psychotherapist,Retail,Decreasing,Moderate,138621.89,PhD,1,7459,5457,21.44,58.7,Brazil,43.6
"Librarian, public",Retail,Increasing,Low,93555.68,Master’s Degree,19,228,5682,26.64,45.25,Canada,23.91
Pension scheme manager,Healthcare,Decreasing,High,84725.49,High School,11,1213,898,89.37,88.47,Germany,44.32
Mudlogger,Retail,Decreasing,Low,47567.81,Bachelor’s Degree,16,1149,4629,89.29,42.48,UK,74.25
Museum/gallery exhibitions officer,Healthcare,Increasing,Low,73569.16,PhD,13,101,5990,46.94,67.32,India,58.86
"Lighting technician, broadcasting/film/video",Healthcare,Decreasing,Moderate,129959.01,Associate Degree,15,2381,2768,25.31,95.89,Australia,40.97
Web designer,Education,Increasing,High,47042.08,Master’s Degree,15,3561,8825,74.5,37.48,India,67.12
Personal assistant,Education,Decreasing,Moderate,132416.34,Master’s Degree,7,7887,7207,20.37,6.12,Brazil,27.77
Public relations account executive,IT,Decreasing,Low,93324.07,Bachelor’s Degree,17,5811,8745,29.55,61.69,China,48.23
Cartographer,IT,Decreasing,Moderate,118113.65,PhD,5,5446,7687,46.55,35.87,Germany,45.27
"Designer, textile",Retail,Decreasing,Moderate,70981.81,High School,4,6237,7245,10.29,99.48,India,63.94
Diagnostic radiographer,Education,Increasing,High,77028.89,PhD,7,9763,755,1.82,97.2,Brazil,53.68
Animal technologist,Retail,Increasing,Moderate,93209.02,PhD,16,6926,4096,95.46,97.48,China,27.98
Hospital pharmacist,Education,Decreasing,Low,49806.59,Master’s Degree,19,6030,2783,11.54,28.24,UK,34.83
"Buyer, retail",Entertainment,Decreasing,High,145353.81,Associate Degree,4,1512,5149,46.75,88.73,Australia,54.2
International aid/development worker,Manufacturing,Increasing,Low,42129.42,Bachelor’s Degree,17,7415,5169,93.15,43.73,Australia,40.12
Applications developer,Retail,Increasing,Low,101406.48,PhD,18,8460,8302,58.08,15.45,UK,56.44
Network engineer,IT,Increasing,Moderate,83086.38,PhD,19,7908,8381,89.07,39.11,India,65.52
"Engineer, civil (consulting)",Education,Decreasing,Moderate,101512.85,PhD,6,3267,2833,89.62,39.57,Germany,56.96
Fitness centre manager,Transportation,Increasing,Low,103403.09,High School,9,2929,177,74.15,76.87,China,23.45
Environmental health practitioner,Finance,Decreasing,Moderate,37329.71,PhD,6,4154,6812,78.77,75.13,USA,64.93
Herpetologist,Education,Increasing,High,115129.6,Bachelor’s Degree,19,3268,4957,58.63,76.05,UK,60.36
Fisheries officer,Retail,Decreasing,Moderate,30506.42,High School,20,7441,4265,55.53,90.71,India,47.02
Operational researcher,Finance,Increasing,Moderate,143578.35,Master’s Degree,10,4318,5336,47.11,94.21,Germany,64.28
Museum/gallery curator,Entertainment,Increasing,Moderate,139768.78,Master’s Degree,16,3946,3996,62.19,10.34,India,22.41
"Therapist, drama",Entertainment,Decreasing,Moderate,46828.72,Associate Degree,5,1731,8337,30.92,46.96,India,61.42
Seismic interpreter,Education,Decreasing,Moderate,63193.72,High School,8,8349,8250,93.6,76.87,Brazil,24.46
Records manager,Manufacturing,Decreasing,High,68891.88,Associate Degree,13,7472,8438,64.78,89.82,Australia,40.33
Museum education officer,Finance,Increasing,Low,62093.25,PhD,0,7462,4153,52.71,99.01,Germany,76.3
Energy engineer,IT,Decreasing,High,50888.04,Master’s Degree,17,552,1411,43.12,37.41,Brazil,26.71
"Engineer, communications",IT,Decreasing,Moderate,46813.13,Master’s Degree,15,4558,4796,49.05,0.22,UK,42.86
"Psychotherapist, dance movement",Healthcare,Increasing,Low,49379.72,Bachelor’s Degree,13,2315,5263,92.42,12.06,USA,55.88
"Administrator, education",Healthcare,Decreasing,Low,98322.27,PhD,13,8180,3814,68.31,62.59,USA,67.18
"Social research officer, government",Education,Increasing,Moderate,115619.97,High School,12,6411,6296,99.32,22.35,Brazil,31.8
"Surveyor, hydrographic",Retail,Increasing,High,68963.13,Associate Degree,0,5884,8771,75.05,89.77,UK,66.62
Health and safety inspector,Transportation,Increasing,Low,99345.68,Bachelor’s Degree,10,1659,3609,77.69,76.89,USA,78.56
Engineering geologist,Healthcare,Increasing,Low,41280.15,Associate Degree,15,9581,5513,93.69,0.39,China,22.42
Leisure centre manager,Transportation,Increasing,Low,32824.14,Master’s Degree,20,3549,292,73.53,29.39,Canada,62.39
Associate Professor,Finance,Decreasing,Low,71473.91,Bachelor’s Degree,18,9598,4883,75.73,53.3,Germany,31.13
Commercial horticulturist,Entertainment,Decreasing,Low,43618.07,Associate Degree,18,9287,6411,52.36,42.09,Australia,24.73
"Psychotherapist, dance movement",Education,Increasing,Moderate,142238.0,PhD,16,7816,1363,56.91,27.27,China,65.9
"Scientist, water quality",IT,Decreasing,Moderate,123107.5,Associate Degree,19,9358,7632,27.25,12.84,UK,31.18
Web designer,Manufacturing,Decreasing,Moderate,97305.51,Master’s Degree,0,9605,2559,31.76,16.82,China,26.07
Primary school teacher,Entertainment,Increasing,Moderate,95599.22,High School,15,5481,4879,32.46,45.93,Brazil,40.43
Company secretary,Education,Increasing,Low,65679.61,High School,15,4435,5902,34.54,78.93,Germany,21.75