Blog

You are currently viewing Which occupation are you?

Which occupation are you?

About a month ago this very interesting paper was published:

Occupational sorting, the process of individuals actively selecting into and being selected for different occupations, has significant implications for social stratification and inequality. The psychometric view of occupational differentials in ability emphasizes the importance of intelligence for occupational sorting, as it acts as a necessary condition to enter and remain in certain professions due to their high cognitive demand. The resulting cognitive stratification of the occupational hierarchy leads to strong associations between occupational mean IQ and sociological measures of occupational status and pay. Past research has been criticized for lack of representativeness and small sample sizes. In this study, we both confirm the psychometric view in a large representative sample and extend it to a set of nine non-cognitive traits. We show that the psychometric view holds (on a weaker level) for multiple non-cognitive traits, and using small-area estimation, we provide precise mean estimates and rankings of intelligence and non-cognitive traits for 360 occupations, including rare professions. Keywords: Social Stratification, Occupation, Non-Cognitive Traits.

The data are from the neat Understanding Society study, a large (n=40k+) UK survey that measured a variety of psychological traits:

Unfortunately, the measures were pretty short, so reliability is not amazing with omega’s from .58 to .91. Good would probably be .90+, and here we have quite a bit lower. It doesn’t matter so much at the group level, as the random errors cancel out, so the rank differences between the groups will be the same. However, they will be underestimated in size. Wolfram notes this problem indirectly and adjusts for it:

Each observation is weighted according to the calibrated design weights provided by Understanding Society (Lynn et al., 2010). To correct for measurement error we apply Spearman’s attenuation correction using McDonald’s Omega as a reliability measure (correction using Cronbach’s Alpha led to very similar results), as done in previous studies (most notably Hauser, 2010; Jensen, 1980).

Despite the mediocre quality of the psychological scales, their distributions were fairly normal:

For the purposes of calculating the occupational means, these were rank-normalized to get more normal distributions. But in any case, the differences are mostly fairly minor.

One way to have a broad overview of how much stratification one can explain using some variable is to compute the variance explained from some ANOVA-like model. Looks like this:

Not surprisingly, sex related differences explain the largest share, but intelligence manages to barely beat education. In other words, occupations are slightly more dispersed by intelligence than they are by education level, which is quite amazing in some way. We also see that stratification is lower for younger people. This could be interpreted as people not yet finding or working their way towards their niche or optimal performance level.

In terms of intelligence, here’s the top and bottom occupations:

The rank order is probably about right, but the differences are much smaller than previously reported. That’s what one would expect based on the low reliabilities mentioned above. Another idea is that one could interpret this as society getting less stratified by intelligence (“the anti-Bell Curve” hypothesis?). Alternatively, one could interpret this as a consequence of the mass university, where top occupations are decreasing in the eliteness of their workforce due to credential inflation. We have previously seen this happen for e.g. Danish PhD students (current mean IQ about 110!), and also for American educational attainment levels. A fourth possibility is that the classification of jobs was suboptimal. I’ve met a lot of Danish physicists, and I would guess their average IQ is about 125. But “physical scientists” includes probably also geologists and environmental scientists. I know the physicists consider geologists to be bad at math, as they would frequently fail the exams for the math classes both majors take, but physicists found relatively easy. Environmental scientists sound almost like a synonym for climate doomer, though a lot of it is solid science based on complex modeling.

Similarly, we can look at which occupations are highest in the non-cognitive traits:

Again, the results have a lot of face validity. Hairdressers are talkative, sometimes annoyingly so. Legal secretaries are not known for their risk-taking but sports players are. Musicians are open-minded, truck drivers are not. The appendix provides the results for the other traits:

Things generally look sensible. Clergymen are agreeable, people who work in construction are not. Most amusingly, journalists were the 2nd most mentally ill occupation. This probably won’t surprise you judging from their tweeting. Too bad that these differences were not explored for their correlations. Presumably some quite juicy findings would be seen if one plotted these by the sex distribution. If someone can acquire the sex and ethnic data for these occupations, that would be great.

A related finding in the literature is that higher occupations have less variation among their employees’ intelligence. The reason is simple enough: the more elite people you want on a normal distribution, the less varied they necessarily have to be. There just aren’t that many 140+ IQ people you can hire, so if you refuse to hire people below 130, you will get a lot of people with IQs in the 130s, and only a few with IQs in the 140s, and ever fewer with 150s:

Finally, for those who want to apply the stereotypes in real life you can download the supplements and find a specific occupation. Actually, I couldn’t find the supplements on the journal website, but a kind Reddittor posted them. They are here:

For those interested in more about the psychology of occupations, my 2015 summary has a lot of information.

Full table for ease of look-up, sorted by IQ

Occupation Big 5: Agreeableness Big 5: Conscientiousness Big 5: Extraversion Big 5: Neuroticism Big 5: Openness IQ Delayed Gratification Generalized Self Efficacy Overall Mental Health Willingness to take Risks
2111 – Physicists and Astronomers -0.24 0.12 -0.31 -0.20 0.25 114 0.48 0.27 0.14 0.12
2112 – Meteorologists -0.24 0.12 -0.31 -0.20 0.25 114 0.48 0.27 0.14 0.12
2114 – Geologists and geophysicists -0.24 0.12 -0.31 -0.20 0.25 114 0.48 0.27 0.14 0.12
2250 – Veterinarians -0.06 0.25 -0.11 0.08 -0.10 113 0.25 0.00 0.04 0.18
3154 – Air Traffic Controllers -0.23 0.01 0.06 -0.19 0.13 113 0.03 0.12 0.00 0.37
2211 – Generalist Medical Practitioners -0.06 0.14 -0.19 -0.16 -0.03 112 0.34 0.13 0.16 0.18
2212 – Specialist Medical Practitioners -0.06 0.14 -0.19 -0.16 -0.02 112 0.34 0.13 0.15 0.17
2113 – Chemists -0.29 -0.03 -0.14 -0.14 0.21 112 0.35 0.38 0.26 0.16
2631 – Economists -0.23 -0.07 -0.13 0.05 0.29 112 0.20 0.18 0.09 0.23
2120 – Mathematicians, Actuaries and Statisticians -0.24 -0.05 -0.12 0.01 0.27 112 0.18 0.21 0.12 0.30
3153 – Aircraft Pilots and Related Associate Professionals -0.20 0.13 -0.02 -0.27 0.11 111 0.13 0.12 0.05 0.38
1223 – Research and Development Managers -0.20 0.12 -0.10 -0.15 0.25 111 0.28 0.39 0.09 0.24
1211 – Finance Managers -0.28 0.09 -0.19 -0.07 -0.10 111 0.24 0.38 0.10 0.15
2511 – Systems Analysts -0.09 -0.01 -0.21 -0.02 0.37 111 0.04 0.21 0.17 0.19
2310 – University and Higher Education Teachers -0.05 -0.02 -0.11 -0.07 0.52 111 0.48 0.35 0.14 0.07
2514 – Applications Programmers -0.11 -0.20 -0.38 0.00 0.38 111 -0.04 0.27 0.19 0.15
2162 – Landscape Architects -0.32 -0.10 -0.15 0.00 0.58 111 0.25 0.35 0.07 0.35
2512 – Software Developers -0.12 -0.15 -0.33 0.00 0.36 111 -0.01 0.27 0.18 0.18
2132 – Farming, Forestry and Fisheries Advisers -0.09 0.10 -0.20 -0.10 0.17 111 0.23 0.18 0.11 0.09
2131 – Biologists, Botanists, Zoologists and Related Professionals -0.09 0.11 -0.21 -0.08 0.17 110 0.25 0.19 0.11 0.10
2611 – Lawyers -0.20 0.13 -0.08 0.17 0.08 110 0.12 0.27 -0.03 0.09
2619 – Legal Professionals Not Elsewhere Classified -0.21 0.06 -0.17 0.24 0.13 110 0.07 0.22 0.00 0.08
2632 – Sociologists, Anthropologists and Related Professionals -0.18 -0.08 -0.13 0.21 0.37 110 0.31 0.19 0.04 0.03
2633 – Philosophers, Historians and Political Scientists -0.18 -0.08 -0.13 0.21 0.37 110 0.31 0.19 0.04 0.03
2523 – Computer Network Professionals -0.16 -0.02 -0.21 -0.01 0.26 110 0.07 0.25 0.13 0.24
2161 – Building Architects -0.24 -0.05 -0.21 -0.05 0.54 110 0.25 0.35 0.07 0.35
2612 – Judges -0.25 0.27 -0.01 0.16 0.00 110 0.17 0.37 -0.10 0.11
2133 – Environmental Protection Professionals -0.20 0.04 -0.06 -0.04 0.26 110 0.17 0.21 0.18 0.26
2164 – Town and Traffic Planners -0.28 0.01 -0.03 0.08 0.38 110 0.16 0.23 0.04 0.31
1330 – Information and Communications Technology Service Managers -0.25 0.00 -0.15 -0.11 0.25 110 0.14 0.47 0.16 0.36
2529 – Database and Network Professionals Not Elsewhere Classified -0.19 -0.06 -0.19 0.02 0.23 109 0.08 0.23 0.10 0.25
2262 – Pharmacists 0.10 0.16 -0.03 0.17 0.00 109 0.29 -0.16 0.11 0.10
2330 – Secondary Education Teachers -0.01 0.03 0.06 0.03 0.36 109 0.21 0.20 0.02 0.17
2341 – Primary School Teachers 0.13 0.07 0.07 0.24 0.28 109 0.23 0.12 -0.01 0.08
1222 – Advertising and Public Relations Managers -0.30 -0.02 0.13 0.03 0.63 109 0.14 0.29 0.01 0.33
2151 – Electrical Engineers -0.35 0.01 -0.24 -0.19 0.23 109 0.24 0.42 0.30 0.30
2165 – Cartographers and Surveyors -0.21 0.05 -0.25 -0.15 0.03 109 -0.01 0.09 0.08 0.40
2654 – Film, Stage and Related Directors and Producers -0.16 -0.10 0.06 0.16 0.70 109 0.08 0.28 -0.09 0.41
2261 – Dentists -0.12 0.08 -0.07 0.09 0.11 109 0.26 0.12 0.32 0.16
2521 – Database Designers and Administrators -0.10 0.00 -0.24 0.01 0.34 109 -0.04 0.21 0.17 0.19
2411 – Accountants -0.18 0.04 -0.06 -0.01 -0.16 109 0.14 0.13 0.12 0.13
2141 – Industrial and Production Engineers -0.29 -0.02 -0.15 -0.22 0.27 109 0.23 0.39 0.26 0.26
2412 – Financial and Investment Advisers -0.13 0.06 0.02 0.02 0.04 109 0.14 0.14 0.10 0.27
3252 – Medical Records and Health Information Technicians -0.23 0.01 -0.08 0.04 0.31 109 0.13 0.21 0.08 0.34
2421 – Management and Organization Analysts -0.19 0.12 -0.03 -0.03 0.21 109 0.17 0.36 0.13 0.35
2519 – Software and Applications Developers and Analysts Not Elsewhere Classified -0.20 0.01 -0.19 -0.04 0.25 109 0.06 0.31 0.16 0.29
2146 – Mining Engineers, Metallurgists and Related Professionals -0.33 -0.02 -0.26 -0.19 0.19 109 0.24 0.28 0.28 0.27
1346 – Financial and Insurance Services Branch managers -0.12 0.12 -0.03 -0.16 0.17 109 0.16 0.48 0.18 0.33
2652 – Musicians, Singers and Composers -0.12 -0.20 0.20 0.01 1.07 109 0.14 0.40 0.05 0.39
2413 – Financial Analysts -0.11 0.09 0.02 0.01 0.07 109 0.14 0.17 0.10 0.28
2642 – Journalists -0.18 -0.05 0.08 0.16 0.59 109 0.04 0.02 -0.11 0.30
1112 – Senior Government Officials -0.12 0.13 -0.03 -0.16 0.20 109 0.22 0.46 0.17 0.42
3355 – Police Inspectors and Detectives -0.28 0.00 0.11 -0.15 0.14 109 0.08 0.31 0.07 0.36
2142 – Civil Engineers -0.31 -0.02 -0.27 -0.17 0.19 108 0.26 0.23 0.27 0.29
2264 – Physiotherapists 0.04 0.23 0.22 -0.10 0.02 108 0.26 0.00 -0.05 0.08
1120 – Managing Directors and Chief Executives -0.08 0.14 -0.06 -0.15 0.21 108 0.23 0.45 0.19 0.39
2513 – Web and Multimedia Developers -0.09 -0.05 -0.18 0.06 0.47 108 0.03 0.20 0.12 0.23
2145 – Chemical Engineers -0.32 -0.03 -0.17 -0.26 0.22 108 0.22 0.41 0.29 0.25
3314 – Statistical, Mathematical and Related Associate Professionals -0.20 0.01 -0.08 0.04 0.26 108 0.10 0.19 0.06 0.29
2643 – Translators, Interpreters and Other Linguists -0.09 0.03 0.02 0.07 0.55 108 0.11 0.04 -0.06 0.22
2149 – Engineering Professionals Not Elsewhere Classified -0.31 0.01 -0.19 -0.22 0.23 108 0.18 0.36 0.25 0.25
2352 – Special Needs Teachers 0.11 0.00 0.06 0.06 0.28 108 0.27 0.21 0.04 0.10
1221 – Sales and Marketing Managers -0.23 0.09 0.13 -0.15 0.30 108 0.13 0.35 0.15 0.51
2353 – Other Language Teachers 0.02 0.06 0.05 0.05 0.40 108 0.30 0.24 0.08 0.26
2354 – Other Music Teachers 0.02 0.06 0.05 0.05 0.40 108 0.30 0.24 0.08 0.26
1345 – Education Managers -0.03 0.13 -0.04 0.00 0.28 108 0.24 0.29 0.17 0.20
3118 – Draughtspersons -0.07 -0.04 -0.13 -0.06 0.47 108 0.00 0.09 0.02 0.20
2622 – Librarians and Related Information Professionals -0.04 0.04 -0.22 0.11 0.40 108 0.13 0.15 0.10 0.04
2342 – Early Childhood Educators 0.14 0.06 0.09 0.26 0.26 108 0.19 0.09 -0.01 0.07
5412 – Police Officers -0.28 -0.02 0.09 -0.21 0.08 108 0.04 0.29 0.12 0.35
2431 – Advertising and Marketing Professionals -0.26 -0.04 0.13 0.02 0.45 108 0.06 0.22 0.08 0.38
2432 – Public Relations Professionals -0.31 0.02 0.21 0.09 0.50 108 0.06 0.04 0.00 0.26
2641 – Authors and Related Writers -0.05 0.05 0.06 0.06 0.62 108 0.07 -0.02 -0.10 0.23
3311 – Securities and Finance Dealers and Brokers -0.15 0.07 0.11 -0.08 0.04 108 0.10 0.20 0.05 0.30
1349 – Professional Services Managers Not Elsewhere Classified -0.18 0.28 0.03 -0.11 0.10 108 0.12 0.33 0.16 0.27
2621 – Archivists and Curators -0.29 0.05 0.01 0.42 0.62 108 0.32 -0.02 0.00 0.17
3111 – Chemical and Physical Science Technicians -0.16 -0.06 -0.20 0.05 0.09 108 0.10 0.02 0.13 0.05
3141 – Life Science Technicians (excluding Medical) -0.16 -0.06 -0.20 0.05 0.09 108 0.10 0.02 0.13 0.05
5411 – Fire Fighters -0.20 0.10 -0.02 -0.31 0.02 107 0.10 0.12 0.06 0.29
3331 – Clearing and Forwarding Aents -0.12 0.03 0.11 -0.08 0.07 107 0.06 0.15 0.05 0.28
2267 – Optometrists and Ophthalmic Opticians -0.01 0.21 0.13 -0.04 -0.12 107 0.17 -0.20 0.13 0.16
3315 – Valuers and Loss Assessors -0.15 -0.02 0.00 -0.12 0.08 107 0.07 0.30 0.02 0.18
2351 – Education Methods Specialists 0.03 0.14 0.04 0.06 0.33 107 0.26 0.18 0.05 0.17
2522 – Systems Aministrators -0.19 0.06 -0.19 -0.01 0.25 107 -0.02 0.28 0.17 0.29
2166 – Graphic and Multimedia Designers -0.18 -0.15 -0.04 0.11 0.91 107 0.00 0.12 0.03 0.35
1322 – Mining Managers -0.35 0.15 0.05 -0.60 0.23 107 0.23 0.49 0.17 0.41
1342 – Health Service Managers -0.01 0.18 0.12 -0.09 0.14 107 0.12 0.21 0.04 0.13
3212 – Medical and Pathology Laboratory Technicians -0.14 -0.05 -0.18 0.05 0.09 107 0.09 0.01 0.13 0.05
2230 – Traditional and Complementary Medicine Professionals 0.06 0.10 0.02 -0.05 0.13 107 0.33 0.16 0.09 0.18
2422 – Policy Administration Professionals -0.16 0.05 -0.03 0.03 0.08 107 0.05 0.21 0.03 0.18
3324 – Trade Brokers -0.16 0.04 0.08 -0.05 0.14 107 0.09 0.18 0.05 0.29
3339 – Business Services Agents Not Elsewhere Classified -0.14 -0.02 0.09 0.06 0.40 107 0.04 0.17 -0.01 0.34
2634 – Psychologists 0.00 0.05 0.10 -0.09 0.36 107 0.37 0.27 -0.01 0.28
3143 – Forestry Technicians -0.10 0.13 -0.02 0.03 0.22 107 0.01 -0.04 0.04 0.29
1321 – Manufacturing Managers -0.28 0.06 -0.07 -0.30 0.15 106 0.20 0.50 0.15 0.39
2320 – Vocational Education Teachers 0.07 0.10 0.03 -0.03 0.52 106 0.27 0.27 0.06 0.26
2356 – Information Technology Trainers -0.16 0.13 0.13 -0.09 0.32 106 0.08 0.32 0.07 0.35
2424 – Training and Staff Development Professionals -0.16 0.13 0.13 -0.09 0.32 106 0.08 0.32 0.07 0.35
2144 – Mechanical Engineers -0.36 -0.03 -0.20 -0.23 0.15 106 0.14 0.26 0.22 0.29
2152 – Electronics Engineers -0.26 -0.06 -0.20 -0.21 0.18 106 0.09 0.23 0.22 0.22
1213 – Policy and Planning Managers -0.04 0.23 0.02 -0.11 0.33 106 0.10 0.37 0.09 0.26
3119 – Physical and Engineering Science Technicians Not Elsewhere Classified -0.26 0.03 -0.17 -0.11 0.15 106 0.07 0.19 0.11 0.27
1114 – Senior Officials of Special-interest Organizations -0.03 0.24 0.03 -0.10 0.34 106 0.09 0.36 0.08 0.24
3321 – Insurance Representatives -0.15 0.02 0.13 0.01 0.06 106 -0.06 -0.01 0.01 0.27
2355 – Other Arts Teachers 0.00 -0.05 0.16 -0.01 0.54 106 0.22 0.23 0.06 0.27
2266 – Audiologists and Speech Therapists -0.06 -0.03 -0.01 0.04 -0.23 106 0.43 0.11 0.12 0.20
2143 – Environmental Engineers -0.26 0.00 -0.15 -0.23 0.07 106 0.09 0.24 0.21 0.23
2269 – Health Professionals Not Elsewhere Classified 0.10 0.10 0.02 -0.04 0.20 106 0.31 0.25 0.05 0.21
1212 – Human Resource Managers -0.23 0.10 0.13 -0.04 0.10 106 0.30 0.39 0.01 0.28
2359 – Teaching Professionals Not Elsewhere Classified 0.04 0.05 0.09 0.02 0.33 106 0.25 0.24 0.04 0.24
3422 – Sports Coaches, Instructors and Officials 0.03 0.06 0.15 -0.11 0.30 106 0.22 0.25 0.07 0.26
1312 – Aquaculture and Fisheries Production Managers -0.03 0.01 -0.04 -0.11 0.11 106 0.18 0.06 0.11 0.16
3514 – Web Technicians -0.08 0.07 -0.11 0.11 0.45 105 -0.02 0.12 0.10 0.25
1219 – Business Services and Administration Managers Not Elsewhere Classified -0.09 0.14 0.01 -0.10 0.16 105 0.09 0.27 0.09 0.32
2153 – Telecommunications Engineers -0.19 0.01 -0.18 -0.18 0.19 105 -0.04 0.15 0.18 0.28
2655 – Actors -0.11 -0.19 0.21 0.04 0.77 105 -0.01 0.18 0.00 0.48
2656 – Announcers on Radio, Television and Other Media -0.11 -0.19 0.21 0.04 0.77 105 -0.01 0.18 0.00 0.48
2659 – Creative and Performing Artists Not Elsewhere Classified -0.11 -0.19 0.21 0.04 0.77 105 -0.01 0.18 0.00 0.48
5241 – Fashion and Other Models -0.11 -0.19 0.21 0.04 0.77 105 -0.01 0.18 0.00 0.48
3351 – Customs and Border Inspectors -0.15 0.05 0.00 -0.04 0.15 105 0.12 0.26 0.07 0.19
2263 – Environmental and Occupational Health and Hygiene Professionals -0.13 0.02 -0.08 -0.09 0.10 105 0.20 0.25 0.09 0.20
3423 – Fitness and Recreation Instructors and Programme Leaders 0.03 0.06 0.17 -0.13 0.33 105 0.24 0.25 0.08 0.23
2636 – Religious Professionals 0.23 -0.08 -0.09 -0.11 0.52 105 0.29 0.37 0.08 0.28
3139 – Process Control Technicians Not Elsewhere Classified -0.33 -0.09 -0.20 -0.10 0.02 105 0.01 0.21 0.11 0.22
1324 – Supply, Distribution and Related Managers -0.15 0.12 -0.04 -0.36 0.01 105 0.15 0.34 0.12 0.34
3352 – Government Tax and Excise Officials -0.10 0.03 -0.03 0.04 -0.02 105 -0.01 0.04 0.01 0.05
2163 – Product and Garment Designers -0.17 -0.03 0.12 0.07 0.80 105 0.17 0.18 0.04 0.37
3313 – Accounting Associate Professionals -0.13 0.07 -0.05 0.04 -0.11 105 0.05 0.01 -0.05 0.11
5113 – Travel Guides -0.04 -0.02 0.15 0.14 0.25 105 -0.02 0.09 0.06 0.25
3513 – Computer Network and Systems Technicians -0.13 0.13 -0.20 0.06 0.25 105 -0.11 0.17 0.16 0.23
2240 – Paramedical Practitioners 0.09 0.00 0.01 0.05 0.08 105 0.27 0.29 0.07 0.21
2265 – Dieticians and Nutritionists 0.09 0.00 0.01 0.05 0.08 105 0.27 0.29 0.07 0.21
3142 – Agricultural Technicians -0.12 0.04 -0.15 -0.12 0.05 105 0.14 0.03 0.13 0.09
3353 – Government Social Benefits Officials -0.07 0.02 -0.04 0.11 0.00 105 -0.03 0.02 -0.01 -0.01
3435 – Other Artistic and Cultural Associate Professionals -0.09 -0.08 0.08 0.08 0.50 105 0.01 0.19 -0.02 0.31
3117 – Mining and metallurgical technicians -0.22 0.09 -0.16 -0.16 0.02 105 0.13 0.19 0.10 0.17
3253 – Community Health Workers 0.09 0.02 0.04 0.04 0.12 105 0.29 0.26 0.07 0.20
1311 – Agricultural and Forestry Production Managers -0.02 0.09 -0.02 -0.18 0.13 105 0.21 0.10 0.12 0.18
3323 – Buyers -0.11 0.03 0.14 -0.17 0.16 105 -0.05 0.00 0.06 0.26
3334 – Real Estate Agents and Property Managers -0.14 0.07 0.08 -0.17 0.11 105 0.06 0.23 0.06 0.33
1341 – Child Care Service Managers 0.03 0.12 0.09 0.06 0.28 105 0.16 0.21 0.09 0.25
5165 – Driving Instructors 0.03 -0.07 0.18 -0.04 0.40 104 0.13 0.17 0.02 0.03
4313 – Payroll Clerks -0.07 0.06 -0.04 0.18 -0.19 104 0.02 -0.19 -0.05 -0.03
3255 – Physiotherapy Technicians and Assistants 0.11 0.08 0.11 0.00 0.21 104 0.33 0.17 0.07 0.18
1323 – Construction Managers -0.35 0.19 -0.02 -0.22 0.20 104 0.11 0.45 0.13 0.46
4411 – Library Clerks 0.00 -0.15 -0.01 0.31 0.10 104 -0.07 -0.23 -0.06 -0.07
3354 – Government Licensing Officials -0.22 0.10 -0.16 -0.17 -0.01 104 0.12 0.19 0.10 0.17
1439 – Services Managers Not Elsewhere Classified -0.11 0.16 0.12 -0.09 0.16 104 0.08 0.24 0.17 0.30
3332 – Conference and Event Planners -0.02 0.11 0.03 0.21 0.42 104 0.26 0.36 0.11 0.15
3521 – Broadcasting and Audio-visual Technicians -0.17 -0.11 -0.04 -0.03 0.53 104 -0.01 0.19 0.04 0.31
4221 – Travel Consultants and Clerks -0.07 0.04 0.21 0.06 0.03 104 -0.08 0.09 -0.02 0.26
1344 – Social Welfare Managers -0.11 0.08 0.15 -0.21 0.14 104 0.16 0.47 0.06 0.43
4311 – Accounting and Bookkeeping Clerks -0.07 0.05 -0.03 0.17 -0.18 104 0.00 -0.16 -0.06 -0.01
3511 – Information and Communications Technology Operations Technicians -0.12 0.06 -0.16 0.08 0.21 104 -0.13 0.11 0.14 0.18
3113 – Electrical Engineering Technicians -0.29 -0.13 -0.27 -0.18 0.09 104 -0.08 0.16 0.19 0.28
3359 – Government Regulatory AssociatePprofessionals Not Elsewhere Classified -0.17 0.09 -0.13 -0.11 -0.02 104 0.07 0.14 0.05 0.13
3211 – Medical Imaging and Therapeutic Equipment Technicians -0.02 0.06 0.02 0.05 0.10 104 0.08 -0.08 0.08 0.06
3257 – Environmental and Occupational Health Inspectors and Associates -0.20 0.08 -0.14 -0.16 0.00 104 0.12 0.20 0.09 0.17
3114 – Electronics Engineering Technicians -0.29 -0.11 -0.26 -0.18 0.09 104 -0.05 0.16 0.19 0.29
3522 – Telecommunications Engineering Technicians -0.13 0.06 -0.08 -0.13 0.14 104 -0.12 0.17 0.10 0.27
3112 – Civil Engineering Technicians -0.27 0.03 -0.16 -0.20 0.16 104 0.03 0.14 0.08 0.33
3115 – Mechanical Engineering Technicians -0.30 -0.04 -0.20 -0.18 0.07 104 0.05 0.19 0.19 0.31
3333 – Employment agents and contractors -0.06 0.09 0.14 0.04 0.24 104 0.15 0.11 0.03 0.26
3411 – Legal and Related Associate Professionals -0.10 0.04 -0.03 0.10 0.03 104 -0.02 0.10 -0.02 0.04
0310 – Armed Forces Occupations, Other Ranks -0.24 -0.11 -0.11 -0.08 0.52 104 0.00 0.16 0.16 0.45
4110 – General Office Clerks -0.03 0.04 -0.03 0.16 -0.02 104 -0.01 -0.03 -0.02 -0.01
1431 – Sports, Recreation and Cultural Centre Managers -0.11 0.16 0.20 -0.26 0.23 104 0.16 0.17 0.07 0.38
3341 – Office Supervisors 0.00 0.14 0.00 0.07 0.08 104 0.03 0.15 0.02 0.18
5249 – Sales Workers Not Elsewhere Classified -0.09 0.01 0.25 0.04 0.21 104 -0.09 0.06 0.03 0.26
0210 – Non-commissioned Armed Forces Officers -0.23 -0.12 -0.13 -0.08 0.55 103 -0.01 0.16 0.16 0.45
5244 – Contact Centre Salespersons 0.03 -0.20 0.31 0.04 0.18 103 -0.27 0.01 -0.01 0.18
4323 – Transport Clerks -0.15 0.03 0.04 -0.12 0.04 103 -0.08 0.03 0.08 0.27
7421 – Electronics Mechanics and Servicers -0.25 -0.06 -0.11 -0.28 0.03 103 -0.02 0.18 0.16 0.22
3254 – Dispensing Opticians 0.00 0.18 0.22 0.05 -0.04 103 0.06 -0.24 0.15 0.12
4212 – Bookmakers, Croupiers and Related Gaming Workers -0.04 -0.03 0.06 0.09 0.02 103 -0.08 0.02 -0.02 0.17
7413 – Electrical Line Installers and Repairers -0.25 -0.01 -0.12 -0.22 0.08 103 -0.09 0.16 0.16 0.29
7422 – Information and Communications Technology Installers and Servicers -0.18 0.03 -0.12 -0.22 0.14 103 -0.10 0.15 0.17 0.29
4227 – Survey and Market Research Interviewers 0.09 0.12 0.17 0.11 0.25 103 0.13 0.12 0.03 0.06
2423 – Personnel and Careers Professionals -0.06 0.07 0.12 0.08 0.17 103 0.17 0.14 0.00 0.21
3312 – Credit and Loans Officers -0.06 0.09 -0.02 0.13 -0.13 103 0.00 0.02 0.03 0.04
4312 – Statistical, Finance and Insurance Clerks -0.07 0.00 0.02 0.17 -0.11 103 -0.07 -0.05 -0.05 0.07
7127 – Air Conditioning and Refrigeration Mechanics -0.30 0.01 -0.02 -0.41 0.10 103 0.10 0.33 0.15 0.37
3322 – Commercial Sales Representatives -0.12 0.06 0.22 -0.07 0.15 103 -0.01 0.10 -0.01 0.36
3431 – Photographers -0.13 -0.09 -0.03 0.10 0.21 103 -0.10 -0.03 0.03 0.16
4211 – Bank Tellers and Related Clerks -0.04 0.05 -0.01 0.19 -0.14 103 0.04 -0.03 0.06 0.00
3432 – Interior Designers and Decorators -0.13 -0.05 0.06 0.08 0.52 103 -0.03 0.01 -0.02 0.26
3230 – Traditional and Complementary Medicine Associate Professionals 0.08 0.03 0.12 0.02 0.19 103 0.19 0.15 0.05 0.18
7232 – Aircraft Engine Mechanics and Repairers -0.33 0.14 -0.04 -0.44 0.08 103 0.14 0.25 0.17 0.31
8311 – Locomotive Engine Drivers -0.18 -0.08 -0.11 -0.24 -0.15 102 -0.13 0.13 0.17 0.32
4213 – Pawnbrokers and Money-lenders -0.15 -0.09 0.20 0.05 0.08 102 -0.19 -0.26 -0.07 0.22
3131 – Power Production Plant Operators -0.22 0.05 -0.20 -0.33 -0.03 102 0.04 0.30 0.17 0.20
3259 – Health Associate Professionals Not Elsewhere Classified 0.06 0.09 0.09 0.04 0.14 102 0.18 0.03 0.08 0.11
8343 – Crane, hoist and related plant operators -0.16 0.02 0.04 -0.27 0.03 102 -0.27 -0.02 0.08 0.28
1343 – Aged Care Service Managers 0.05 0.30 0.10 -0.17 0.22 102 0.14 0.40 0.11 0.41
3343 – Administrative and Executive Secretaries 0.04 0.15 0.03 0.19 -0.05 102 0.05 -0.07 -0.01 0.02
5169 – Personal Services Workers Not Elsewhere Classified 0.02 -0.07 0.16 0.01 0.17 102 -0.10 0.08 0.06 0.27
6114 – Mixed Crop Growers -0.08 0.13 -0.11 -0.29 0.01 102 0.18 0.05 0.13 0.13
6130 – Mixed Crop and Animal Producers -0.08 0.13 -0.11 -0.29 0.01 102 0.18 0.05 0.13 0.13
2653 – Dancers and Choreographers 0.00 -0.10 0.18 0.00 0.43 102 0.05 0.17 0.03 0.23
2433 – Technical and Medical Sales Professionals (excluding ICT) -0.10 0.09 0.22 -0.09 0.13 102 0.01 0.12 -0.02 0.36
2434 – Information and Communications Technology Sales Professionals -0.10 0.09 0.22 -0.09 0.13 102 0.01 0.12 -0.02 0.36
5419 – Protective Services Workers Not Elsewhere Classified -0.11 0.02 0.02 -0.07 0.10 102 0.03 0.15 0.09 0.16
2651 – Visual Artists -0.06 -0.07 0.14 0.03 0.92 102 0.06 0.15 0.04 0.25
8182 – Steam Engine and Boiler Operators -0.20 0.06 -0.15 -0.32 -0.01 102 0.01 0.25 0.16 0.23
3512 – Information and Communications Technology User Support Technicians -0.10 -0.12 -0.08 0.02 0.30 102 -0.17 0.15 0.15 0.21
2635 – Social Work and Counselling Professionals 0.00 0.00 0.15 0.05 0.12 102 0.12 0.15 -0.02 0.21
4120 – Secretaries (general) 0.06 0.18 0.07 0.17 -0.03 102 0.05 -0.08 0.00 0.05
4419 – Clerical Support Workers Not Elsewhere Classified 0.01 0.05 0.01 0.18 -0.02 102 -0.05 -0.07 -0.04 0.03
1420 – Retail and Wholesale Trade Managers -0.15 0.06 0.09 -0.14 0.11 102 0.00 0.24 0.04 0.31
3152 – Ships’ Deck Officers and Pilots -0.08 0.23 -0.04 -0.43 0.00 102 0.15 0.29 0.16 0.36
4222 – Contact Centre Information Clerks 0.09 -0.29 0.10 0.16 0.14 102 -0.10 0.03 -0.05 0.12
8312 – Railway Brake, Signal and Switch Operators -0.14 -0.05 -0.14 -0.20 -0.13 102 0.00 0.19 0.17 0.30
3214 – Medical and Dental Prosthetic Technicians -0.01 0.06 0.04 0.04 0.11 102 0.07 -0.06 0.10 0.07
3151 – Ships’ Engineers -0.11 0.18 -0.03 -0.38 0.00 102 0.10 0.23 0.15 0.35
8350 – Ships’ Deck Crews and Related Workers -0.07 0.16 0.06 -0.28 0.10 102 -0.05 0.07 0.11 0.41
3413 – Religious Associate Professionals 0.15 0.03 0.18 -0.04 0.25 102 0.15 0.24 -0.02 0.16
7411 – Building and Related Electricians -0.35 0.01 -0.10 -0.22 0.06 101 -0.06 0.17 0.15 0.36
5221 – Shopkeepers -0.12 -0.03 0.12 -0.06 0.27 101 0.07 0.11 0.05 0.20
6123 – Apiarists and Sericulturists -0.11 0.02 -0.10 -0.15 0.00 101 -0.03 0.06 0.15 0.20
5242 – Sales Demonstrators -0.06 -0.02 0.14 0.07 0.18 101 -0.17 -0.05 -0.03 0.18
5413 – Prison Guards -0.24 0.05 -0.01 -0.22 -0.13 101 0.10 0.04 0.00 0.22
7541 – Underwater Divers -0.29 0.08 0.02 -0.31 0.10 101 0.00 0.26 0.14 0.43
4131 – Typists and Word Processing Operators -0.10 -0.07 0.00 0.20 -0.08 101 -0.11 -0.15 -0.02 -0.05
4322 – Production Clerks -0.10 0.00 -0.01 0.10 0.02 101 -0.13 -0.04 -0.02 0.08
7412 – Electrical Mechanics and Fitters -0.34 0.00 -0.09 -0.23 0.05 101 -0.05 0.17 0.16 0.34
4413 – Coding, Proofreading and Related Clerks 0.01 0.06 -0.01 0.17 -0.03 101 -0.04 -0.07 -0.05 0.01
4416 – Personnel Clerks 0.08 0.17 -0.02 0.13 0.04 101 0.08 -0.09 -0.02 0.13
7311 – Precision-instrument Makers and Repairers -0.23 -0.09 -0.01 -0.34 0.08 101 0.06 0.16 0.19 0.19
3412 – Social Work Associate Professionals 0.14 0.04 0.21 -0.02 0.21 101 0.10 0.20 -0.03 0.16
3121 – Mining Supervisors -0.26 0.01 -0.01 -0.32 0.01 101 -0.08 0.10 0.16 0.33
7542 – Shotfirers and Blasters -0.27 0.02 0.00 -0.32 -0.02 101 -0.12 0.07 0.17 0.34
8111 – Miners and Quarriers -0.27 0.02 0.00 -0.32 -0.02 101 -0.12 0.07 0.17 0.34
5111 – Travel Attendants and Travel Stewards 0.09 -0.05 0.28 0.13 0.11 101 0.01 0.03 -0.01 0.18
3344 – Medical Secretaries 0.05 0.27 0.12 0.13 0.08 101 0.01 0.08 0.00 -0.02
4223 – Telephone Switchboard Operators -0.03 0.05 0.05 0.02 0.08 101 -0.03 0.19 -0.02 0.16
5131 – Waiters 0.00 -0.19 0.27 0.21 0.20 101 -0.10 -0.02 0.01 0.34
6210 – Forestry and Related Workers -0.11 -0.06 -0.11 -0.08 0.03 101 -0.03 0.07 0.11 0.17
4132 – Data Entry Clerks -0.11 -0.14 0.00 0.26 -0.12 101 -0.17 -0.26 -0.02 -0.11
4229 – Client Information Workers Not Elsewhere Classified -0.06 0.04 0.01 0.18 -0.03 101 -0.09 -0.04 -0.07 0.04
4412 – Mail Carriers and Sorting Clerks -0.15 -0.17 -0.09 -0.03 -0.21 101 -0.22 -0.11 -0.03 0.06
1411 – Hotel Managers 0.04 0.29 0.26 -0.28 0.33 101 0.08 0.22 0.17 0.44
2222 – Midwifery Professionals 0.20 0.35 0.17 -0.02 -0.09 100 0.33 0.25 0.06 0.13
4225 – Inquiry Clerks 0.07 -0.09 0.18 0.16 0.17 100 -0.20 0.03 0.01 0.14
4321 – Stock Clerks -0.12 -0.02 -0.02 -0.05 0.03 100 -0.18 -0.04 0.02 0.10
3342 – Legal Secretaries 0.01 0.23 -0.04 0.28 -0.14 100 0.27 -0.03 0.03 -0.17
1412 – Restaurant Managers 0.05 0.05 0.10 0.00 0.14 100 -0.10 -0.01 0.04 0.27
4214 – Debt Collectors and Related Workers -0.13 -0.01 -0.01 0.13 -0.14 100 -0.08 -0.13 0.00 0.04
8211 – Mechanical Machinery Assemblers -0.25 -0.09 -0.06 -0.32 -0.01 100 -0.14 0.06 0.19 0.19
6112 – Tree and Shrub Crop Growers -0.11 0.04 -0.08 -0.20 -0.01 100 0.00 0.10 0.11 0.23
8112 – Mineral and Stone Processing Plant Operators -0.26 0.00 -0.01 -0.32 -0.02 100 -0.11 0.06 0.16 0.32
2221 – Nursing Professionals 0.12 0.20 0.04 0.04 -0.03 100 0.05 0.02 -0.03 0.03
3221 – Nursing Associate Professionals 0.12 0.20 0.04 0.04 -0.03 100 0.05 0.02 -0.03 0.03
8113 – Well Drillers and Borers and Related Workers -0.26 0.03 0.00 -0.32 -0.03 100 -0.12 0.08 0.16 0.34
4415 – Filing and Copying Clerks -0.07 -0.04 0.00 0.25 -0.09 100 -0.18 -0.15 -0.05 0.03
7111 – House Builders -0.28 0.07 0.02 -0.31 0.07 100 -0.02 0.23 0.13 0.42
8219 – Assemblers Not Elsewhere Classified -0.21 -0.11 -0.05 -0.28 -0.03 100 -0.14 0.07 0.17 0.12
7233 – Agricultural and Industrial Machinery Mechanics and Repairers -0.31 -0.02 -0.12 -0.31 0.02 100 0.01 0.14 0.21 0.22
4226 – Receptionists (general) 0.16 0.18 0.13 0.22 0.03 100 0.02 -0.04 -0.03 0.00
7544 – Fumigators and Other Pest and Weed Controllers -0.13 0.16 -0.12 -0.18 -0.21 100 0.03 0.00 0.17 0.12
8341 – Mobile Farm and Forestry Plant Operators -0.13 0.16 -0.12 -0.18 -0.21 100 -0.04 -0.03 0.17 0.12
3132 – Incinerator and Water Treatment Plant Operators -0.13 -0.02 -0.14 -0.33 -0.08 100 -0.14 0.22 0.07 0.11
7234 – Bicycle and Related Repairers -0.31 -0.02 -0.12 -0.31 0.02 100 0.01 0.12 0.22 0.20
4224 – Hotel Receptionists 0.19 0.20 0.15 0.23 0.04 100 0.03 -0.04 -0.02 0.00
7543 – Product Graders and Testers (except Foods and Beverages) -0.23 -0.07 -0.11 -0.13 -0.07 100 -0.18 0.11 0.11 0.09
3213 – Pharmaceutical Technicians and Assistants 0.02 0.07 0.09 0.25 -0.02 100 -0.07 -0.16 0.01 0.10
3123 – Construction Supervisors -0.23 0.18 -0.08 -0.28 0.24 99 -0.07 0.18 0.08 0.38
6223 – Deep-sea Fishery Workers -0.11 0.00 -0.12 -0.14 -0.03 99 -0.01 0.05 0.16 0.19
8122 – Metal Finishing, Plating and Coating Machine Operators -0.27 -0.08 -0.07 -0.24 -0.03 99 -0.11 -0.01 0.14 0.15
6122 – Poultry Producers -0.09 0.06 -0.12 -0.21 -0.03 99 0.11 0.03 0.15 0.14
6221 – Aquaculture Workers -0.09 0.06 -0.12 -0.21 -0.03 99 0.11 0.03 0.15 0.14
9332 – Drivers of Animal-drawn Vehicles and Machinery -0.15 -0.07 -0.04 -0.13 -0.11 99 -0.04 -0.03 0.08 0.21
9621 – Messengers, Package Deliverers and Luggage Porters -0.10 -0.14 -0.02 0.03 -0.14 99 -0.21 -0.06 0.00 0.10
5222 – Shop Supervisors -0.06 -0.07 0.14 0.06 0.02 99 -0.28 0.06 0.07 0.19
3135 – Metal Production Process Controllers -0.18 -0.01 0.01 -0.27 -0.02 99 -0.09 0.02 0.13 0.17
7211 – Metal Moulders and Coremakers -0.18 -0.01 0.01 -0.27 -0.02 99 -0.09 0.02 0.13 0.17
9623 – Meter Readers and Vending-machine Collectors -0.17 -0.03 0.01 0.10 -0.15 99 -0.11 -0.17 0.01 0.05
8121 – Metal Processing Plant Operators -0.18 -0.01 0.00 -0.27 -0.03 99 -0.09 0.02 0.13 0.16
5230 – Cashiers and Ticket Clerks -0.08 -0.09 0.02 0.14 -0.12 99 -0.17 -0.11 -0.05 0.04
3122 – Manufacturing Supervisors -0.22 -0.03 -0.05 -0.28 0.06 99 -0.01 0.12 0.11 0.22
5163 – Undertakers and Embalmers 0.23 0.13 0.19 0.06 0.22 99 0.23 0.12 0.10 0.11
7515 – Food and Beverage Tasters and Graders -0.21 -0.03 -0.07 -0.13 -0.08 99 -0.17 0.09 0.08 0.11
9215 – Forestry Labourers -0.11 -0.07 -0.13 -0.07 0.00 99 -0.02 0.05 0.12 0.16
3240 – Veterinary Technicians and Assistants -0.06 0.04 0.00 -0.07 0.00 99 0.02 -0.03 0.09 0.15
6113 – Gardeners, Horticultural and Nursery Growers -0.11 0.01 -0.06 -0.19 0.02 99 0.01 0.09 0.09 0.24
7323 – Print Finishing and Binding Workers -0.21 -0.08 -0.07 -0.09 -0.02 99 -0.16 -0.07 0.03 0.20
7126 – Plumbers and Pipe Fitters -0.24 0.09 -0.02 -0.30 0.05 99 0.00 0.25 0.16 0.27
7534 – Upholsterers and Related Workers -0.11 0.05 0.00 -0.02 0.06 99 -0.11 -0.05 0.03 0.12
5132 – Bartenders -0.11 -0.27 0.24 0.13 0.08 99 -0.18 -0.11 0.03 0.33
5112 – Transport Conductors -0.06 -0.07 0.02 0.06 -0.10 99 -0.12 0.07 0.04 0.21
5243 – Door-to-door Salespersons -0.14 -0.19 0.09 -0.01 -0.15 99 -0.29 -0.03 0.05 0.19
6121 – Livestock and Dairy Producers -0.08 0.08 -0.10 -0.26 -0.06 99 0.08 0.08 0.15 0.17
9510 – Street and Related Service Workers -0.11 -0.12 -0.03 0.00 -0.08 99 -0.24 -0.21 0.00 0.07
7522 – Cabinet-makers and Related Workers -0.18 -0.11 -0.08 -0.17 0.07 98 -0.10 0.05 0.06 0.19
3251 – Dental Assistants and Therapists 0.10 0.13 0.07 0.13 -0.03 98 0.02 -0.17 0.11 0.07
5223 – Shop Sales Assistants -0.04 -0.09 0.14 0.18 0.08 98 -0.19 -0.07 0.00 0.17
9629 – Elementary Workers Not Elsewhere Classified -0.02 -0.08 0.05 0.00 0.07 98 -0.15 -0.02 0.06 0.08
7222 – Toolmakers and Related Workers -0.24 -0.04 -0.10 -0.20 0.05 98 -0.08 -0.02 0.13 0.18
8132 – Photographic Products Machine Operators -0.20 -0.07 -0.08 -0.14 -0.04 98 -0.16 -0.04 0.05 0.18
3256 – Medical Assistants 0.03 0.00 0.06 0.26 -0.06 98 -0.08 -0.07 0.04 0.14
7531 – Tailors, Dressmakers, Furriers and Hatters -0.11 0.03 0.05 0.00 0.15 98 -0.12 -0.09 0.04 0.10
5142 – Beauticians and Related Workers 0.15 0.12 0.25 0.08 0.25 98 0.02 0.03 0.05 0.15
7223 – Metal Working Machine Tool Setters and Operators -0.26 -0.06 -0.07 -0.23 -0.02 98 -0.13 -0.05 0.14 0.16
7322 – Printers -0.18 -0.04 -0.08 -0.11 -0.09 98 -0.20 -0.07 0.06 0.11
8212 – Electrical and Electronic Equipment Assemblers -0.21 -0.11 -0.05 -0.25 -0.03 98 -0.12 0.09 0.17 0.16
5161 – Astrologers, Fortune-tellers and Related Workers 0.03 -0.09 0.12 0.05 0.14 98 -0.14 0.09 0.01 0.16
8141 – Rubber Products Machine Operators -0.20 0.00 -0.04 -0.30 -0.10 98 -0.10 0.03 0.08 0.12
6224 – Hunters and Trappers -0.07 -0.01 -0.09 -0.13 -0.05 98 -0.01 0.02 0.14 0.17
3133 – Chemical Processing Plant Controllers -0.21 0.00 -0.10 -0.30 -0.04 98 -0.08 0.11 0.13 0.12
3134 – Petroleum and Natural Gas Refining Plant Operators -0.21 0.00 -0.10 -0.30 -0.04 98 -0.08 0.11 0.13 0.12
7535 – Pelt Dressers, Tanners and Fellmongers -0.21 0.00 -0.09 -0.30 -0.04 98 -0.08 0.11 0.12 0.12
7224 – Metal Polishers, Wheel Grinders and Tool Sharpeners -0.25 -0.08 -0.07 -0.23 -0.04 98 -0.11 -0.07 0.15 0.18
3421 – Athletes and Sports Players -0.28 0.04 0.28 -0.47 -0.17 98 0.32 0.05 0.24 0.59
8155 – Fur and Leather Preparing Machine Operators -0.19 -0.01 -0.09 -0.28 -0.04 98 -0.07 0.11 0.12 0.11
7532 – Garment and Related Patternmakers and Cutters -0.12 0.04 0.06 0.01 0.16 98 -0.12 -0.11 0.04 0.10
5164 – Pet Groomers and Animal Care Workers -0.01 0.01 -0.02 -0.14 -0.04 98 -0.03 -0.01 0.09 0.16
9520 – Street Vendors (excluding Food) -0.04 -0.16 0.36 0.02 0.29 98 -0.07 -0.16 -0.04 0.20
7313 – Jewellery and Precious Metal Workers -0.16 0.01 -0.01 -0.12 0.19 98 -0.05 -0.08 0.11 0.08
5211 – Stall and Market Salespersons -0.04 -0.17 0.38 0.01 0.31 98 -0.06 -0.16 -0.05 0.20
7115 – Carpenters and Joiners -0.21 0.08 -0.07 -0.29 0.21 98 0.00 0.13 0.16 0.27
7312 – Musical Instrument Makers and Tuners -0.14 0.03 0.00 -0.10 0.23 98 -0.04 -0.08 0.10 0.06
7319 – Handicraft Workers Not Elsewhere Classified -0.14 0.03 0.00 -0.10 0.23 98 -0.04 -0.08 0.10 0.06
8131 – Chemical Products Plant and Machine Operators -0.22 -0.01 -0.09 -0.30 -0.04 98 -0.08 0.10 0.13 0.13
5414 – Security Guards -0.10 0.00 -0.05 -0.15 0.03 98 -0.10 0.16 0.03 0.20
7321 – Pre-press Technicians -0.14 -0.09 -0.14 -0.12 0.23 98 -0.03 0.00 0.15 0.17
7317 – Handicraft Workers in Wood, Basketry and Related Materials -0.15 0.02 -0.01 -0.10 0.20 98 -0.05 -0.08 0.10 0.07
9311 – Mining and Quarrying Labourers -0.26 -0.04 -0.02 -0.27 -0.05 98 -0.15 0.03 0.14 0.26
7132 – Spray Painters and Varnishers -0.25 -0.09 -0.10 -0.15 0.00 98 -0.12 -0.01 0.14 0.15
7536 – Shoemakers and Related Workers -0.05 -0.10 -0.03 -0.08 -0.01 97 -0.04 0.09 0.07 0.02
7549 – Craft and Related Workers not Elsewhere Classified -0.14 0.00 0.01 -0.12 0.20 97 -0.06 -0.04 0.10 0.09
8156 – Shoemaking and Related Machine Operators -0.05 -0.10 -0.03 -0.08 -0.01 97 -0.04 0.09 0.07 0.02
7221 – Blacksmiths, Hammersmiths and Forging Press Workers -0.30 -0.02 -0.10 -0.23 -0.02 97 -0.08 0.10 0.18 0.22
9334 – Shelf Fillers -0.09 -0.12 0.00 0.04 0.03 97 -0.24 -0.24 0.00 0.06
5311 – Child Care Workers 0.19 -0.05 0.15 0.36 0.09 97 -0.15 -0.14 -0.04 0.01
3258 – Ambulance Workers 0.14 0.05 0.13 -0.08 -0.08 97 -0.03 0.11 0.06 0.25
7316 – Sign Writers, Decorative Painters, Engravers and Etchers -0.21 -0.05 -0.02 -0.17 0.11 97 -0.09 -0.02 0.14 0.14
9333 – Freight Handlers -0.20 -0.11 -0.02 -0.15 -0.07 97 -0.21 -0.06 0.06 0.19
7213 – Sheet Metal Workers -0.34 0.04 -0.04 -0.34 0.00 97 -0.04 0.20 0.17 0.29
8142 – Plastic Products Machine Operators -0.28 -0.06 -0.08 -0.24 -0.03 97 -0.09 -0.04 0.16 0.15
5246 – Food Service Counter Attendants -0.09 -0.15 0.09 0.15 0.05 97 -0.20 -0.16 0.03 0.14
7314 – Potters and Related Workers -0.24 -0.09 -0.02 -0.20 0.06 97 -0.11 0.00 0.16 0.18
7315 – Glass Makers, Cutters, Grinders and Finishers -0.24 -0.09 -0.02 -0.20 0.06 97 -0.11 0.01 0.17 0.18
5245 – Service Station Attendants -0.06 -0.14 0.04 0.14 -0.10 97 -0.24 -0.13 -0.04 0.00
9312 – Civil Engineering Labourers -0.25 -0.04 -0.04 -0.29 -0.04 97 -0.13 0.14 0.12 0.26
9411 – Fast Food Preparers -0.10 -0.16 0.09 0.14 0.04 97 -0.20 -0.17 0.03 0.14
9412 – Kitchen Helpers -0.10 -0.16 0.09 0.14 0.04 97 -0.20 -0.17 0.03 0.14
7113 – Stonemasons, Stone Cutters, Splitters and Carvers -0.20 0.08 -0.04 -0.24 -0.03 97 -0.04 0.05 0.10 0.21
7215 – Riggers and Cable Splicers -0.35 -0.11 -0.10 -0.16 -0.10 97 -0.14 0.32 0.14 0.24
7533 – Sewing, Embroidery and Related Workers -0.11 0.01 0.05 0.01 0.22 97 -0.05 -0.10 0.06 0.15
5120 – Cooks -0.08 0.04 0.20 -0.01 0.03 97 -0.17 -0.07 0.00 0.27
7133 – Building Structure Cleaners -0.31 -0.08 -0.04 -0.21 -0.19 97 -0.23 0.03 0.07 0.33
7119 – Building Frame and Related Trades Workers Not Elsewhere Classified -0.27 0.05 -0.01 -0.28 0.00 97 -0.08 0.18 0.12 0.37
9212 – Livestock Farm Labourers -0.07 0.02 -0.08 -0.20 -0.08 97 0.01 0.06 0.14 0.18
7112 – Bricklayers and Related Workers -0.21 0.06 -0.03 -0.23 -0.02 97 -0.08 0.07 0.09 0.24
9622 – Odd Job Persons -0.16 -0.07 0.06 -0.12 0.03 97 -0.14 0.04 0.08 0.26
7512 – Bakers, Pastry-cooks and Confectionery Makers -0.21 -0.06 -0.02 -0.19 -0.06 97 -0.12 -0.09 0.08 0.16
7513 – Dairy Products Makers -0.24 -0.06 -0.08 -0.23 -0.10 97 -0.10 -0.05 0.08 0.17
7514 – Fruit, Vegetable and Related Preservers -0.24 -0.06 -0.08 -0.23 -0.10 97 -0.10 -0.05 0.08 0.17
7516 – Tobacco Preparers and Tobacco Products Makers -0.24 -0.06 -0.08 -0.23 -0.10 97 -0.10 -0.05 0.08 0.17
8160 – Food and Related Products Machine Operators -0.24 -0.06 -0.08 -0.23 -0.10 97 -0.10 -0.05 0.08 0.17
8189 – Stationary Plant and Machine Operators Not Elsewhere Classified -0.28 -0.08 -0.09 -0.26 -0.06 97 -0.14 -0.02 0.15 0.13
9214 – Garden and Horticultural Labourers -0.11 -0.02 -0.13 -0.14 -0.07 97 0.02 0.05 0.16 0.19
7125 – Glaziers -0.13 0.09 -0.03 -0.12 -0.09 97 -0.13 0.00 0.06 0.15
7231 – Motor Vehicle Mechanics and Repairers -0.27 -0.05 -0.02 -0.28 -0.01 97 -0.03 0.15 0.19 0.30
8114 – Cement, Stone and Other Mineral Products Machine Operators -0.25 -0.10 -0.08 -0.26 0.00 96 -0.08 0.01 0.13 0.17
9612 – Refuse Sorters -0.25 0.03 -0.06 -0.32 -0.14 96 -0.07 0.17 0.19 0.25
7214 – Structural Metal Preparers and Erectors -0.32 -0.01 -0.04 -0.29 0.09 96 0.05 0.17 0.09 0.29
7114 – Concrete Placers, Concrete Finishers and Related Workers -0.27 -0.04 -0.02 -0.21 0.01 96 -0.16 0.09 0.11 0.28
7318 – Handicraft Workers in Textile, Leather and Related Materials -0.25 -0.08 -0.06 0.04 -0.06 96 -0.15 -0.27 0.11 0.21
9213 – Mixed Crop and Livestock Farm Labourers -0.11 0.07 -0.12 -0.29 -0.12 96 0.04 0.13 0.17 0.20
7123 – Plasterers -0.25 0.06 -0.03 -0.22 -0.05 96 -0.11 0.16 0.09 0.26
8322 – Car, Taxi and Van Drivers -0.12 0.05 0.02 -0.22 -0.04 96 -0.28 -0.06 0.07 0.13
8181 – Glass and Ceramics Plant Operators -0.25 -0.05 -0.06 -0.30 -0.07 96 -0.12 -0.01 0.13 0.16
8154 – Bleaching, Dyeing and Fabric Cleaning Machine Operators -0.24 -0.06 -0.07 -0.16 -0.12 96 -0.15 -0.05 0.10 0.12
7523 – Woodworking Machine Tool Setters and Operators -0.18 -0.11 -0.11 -0.24 -0.07 96 -0.22 -0.01 0.06 0.18
3434 – Chefs -0.12 0.08 0.15 -0.04 0.05 96 -0.18 -0.09 0.00 0.28
7124 – Insulation Workers -0.23 0.06 -0.02 -0.28 0.00 96 -0.12 0.14 0.12 0.30
8143 – Paper Products Machine Operators -0.18 -0.11 -0.11 -0.23 -0.08 96 -0.22 -0.01 0.06 0.18
8171 – Pulp and Papermaking Plant Operators -0.18 -0.11 -0.11 -0.24 -0.08 96 -0.22 -0.01 0.06 0.18
7521 – Wood Treaters -0.18 -0.11 -0.11 -0.24 -0.08 96 -0.22 -0.01 0.06 0.18
8172 – Wood Processing Plant Operators -0.18 -0.11 -0.11 -0.24 -0.08 96 -0.22 -0.01 0.06 0.18
8332 – Heavy Truck and Lorry Drivers -0.34 0.00 -0.02 -0.37 -0.24 96 -0.26 -0.04 0.16 0.15
9211 – Crop Farm Labourers -0.11 -0.03 -0.14 -0.14 -0.09 96 0.02 0.03 0.18 0.17
8331 – Bus and Tram Drivers -0.01 -0.06 0.10 -0.07 -0.08 96 -0.29 -0.19 0.07 0.02
6129 – Animal Producers Not Elsewhere Classified -0.11 -0.04 -0.15 -0.11 -0.09 96 0.01 0.02 0.18 0.16
9216 – Fishery and Aquaculture Labourers -0.11 -0.04 -0.15 -0.11 -0.09 96 0.01 0.02 0.18 0.16
9129 – Other Cleaning Workers -0.22 -0.04 0.04 -0.15 -0.22 95 -0.15 -0.13 0.13 0.12
8151 – Fibre Preparing, Spinning and Winding Machine Operators -0.25 -0.08 -0.07 -0.13 -0.13 95 -0.16 -0.08 0.09 0.12
5153 – Building Caretakers -0.03 -0.04 0.01 0.06 0.07 95 0.02 0.03 0.04 0.07
7122 – Floor Layers and Tile Setters -0.29 0.01 0.02 -0.13 0.00 95 -0.27 0.13 0.08 0.33
7131 – Painters and Related Workers -0.03 0.12 0.03 -0.17 0.11 95 0.05 -0.02 0.03 0.11
8344 – Lifting Truck Operators -0.12 -0.12 0.02 -0.10 -0.10 95 -0.53 -0.15 0.11 0.30
8152 – Weaving and Knitting Machine Operators -0.22 -0.05 -0.08 -0.11 -0.13 95 -0.14 -0.12 0.09 0.11
8159 – Textile, Fur and Leather Products Machine Operators Not Elsewhere Classified -0.20 -0.04 -0.07 -0.10 -0.11 95 -0.13 -0.11 0.08 0.10
5322 – Home-based Personal Care Workers 0.21 0.08 0.09 0.19 -0.02 95 -0.08 -0.10 -0.02 0.00
9313 – Building Construction Labourers -0.21 0.05 -0.04 -0.26 -0.01 95 -0.16 0.13 0.12 0.25
9329 – Manufacturing Labourers Not Elsewhere Classified -0.24 -0.09 -0.04 -0.21 -0.08 94 -0.17 -0.02 0.12 0.17
9613 – Sweepers and Related Labourers -0.27 0.07 0.11 -0.29 -0.13 94 -0.29 -0.01 0.12 0.40
5151 – Cleaning and Housekeeping Supervisors in Offices, Hotels and Other Establishments -0.07 0.13 0.02 0.00 -0.02 94 0.06 -0.04 0.04 0.11
7212 – Welders and Flame Cutters -0.23 -0.07 -0.05 -0.20 -0.05 94 -0.03 0.02 0.16 0.13
7511 – Butchers, Fishmongers and Related Food Preparers -0.14 -0.04 0.00 -0.12 -0.08 94 -0.07 -0.11 0.16 0.22
8342 – Earthmoving and Related Plant Operators -0.25 0.07 -0.05 -0.31 -0.07 94 -0.18 0.06 0.10 0.27
8157 – Laundry Machine Operators -0.25 0.01 0.09 0.00 -0.14 94 -0.26 -0.27 0.12 0.03
9121 – Hand Launderers and Pressers -0.25 0.01 0.09 0.00 -0.14 94 -0.26 -0.27 0.12 0.03
9611 – Garbage and Recycling Collectors -0.25 0.05 -0.09 -0.38 -0.14 94 -0.15 0.14 0.22 0.26
5312 – Teachers’ Aides 0.08 0.01 0.05 0.12 -0.04 94 -0.07 -0.02 0.08 -0.14
9112 – Cleaners and Helpers in Offices, Hotels and Other Establishments -0.06 0.02 0.03 0.08 -0.19 93 -0.24 -0.15 0.03 -0.01
5329 – Personal Care Workers in Health Services Not Elsewhere Classified 0.20 0.27 0.17 0.16 -0.03 93 -0.04 -0.07 -0.03 0.01
5321 – Health Care Assistants 0.21 0.28 0.18 0.16 -0.02 93 -0.04 -0.06 -0.04 0.00
5141 – Hairdressers 0.14 0.09 0.35 0.17 0.06 93 0.02 -0.10 0.08 0.18
7121 – Roofers -0.27 0.19 0.00 -0.38 -0.06 92 -0.02 0.25 0.09 0.23
9122 – Vehicle Cleaners -0.03 0.05 0.04 0.02 -0.20 91 -0.16 -0.28 0.10 -0.07
5152 – Domestic Housekeepers 0.05 0.10 0.01 0.16 -0.13 91 0.01 -0.14 0.11 0.07
5162 – Companions and Valets 0.05 0.10 0.01 0.16 -0.13 91 0.01 -0.14 0.11 0.07
9111 – Domestic Cleaners and Helpers 0.09 0.10 0.07 0.23 -0.16 91 -0.23 -0.21 0.00 -0.17
8153 – Sewing Machine Operators -0.02 0.09 -0.11 -0.04 -0.20 90 -0.04 -0.23 0.01 -0.01
8183 – Packing, Bottling and Labelling Machine Operators -0.11 -0.04 0.00 0.07 -0.14 87 -0.30 -0.33 0.06 -0.01
9321 – Hand Packers -0.11 -0.04 0.00 0.07 -0.14 87 -0.30 -0.33 0.06 -0.01
Tags: , , ,