Compare Occupations

SUMMARY
19%
Minimal Risk
11%
Minimal Risk
13%
Minimal Risk
19%
Minimal Risk
22%
Low Risk
JOB SCORE 5.4/10 7.8/10 5.8/10 6.8/10 6.2/10
POLLING
46%
(Moderate Risk, Based on 662 votes)
30%
(Low Risk, Based on 454 votes)
33%
(Low Risk, Based on 42 votes)
42%
(Moderate Risk, Based on 46 votes)
44%
(Moderate Risk, Based on 533 votes)
GROWTH
by year 2034
-0.7%
19.7%
2.3%
8.5%
8.5%
WAGES
$121,680
or $58.50 per hour
$140,910
or $67.74 per hour
$79,350
or $38.15 per hour
$103,300
or $49.66 per hour
$103,300
or $49.66 per hour
VOLUME
as of 2024
2,220
38,480
48,820
29,800
29,800
SNOWFLAKE [?] The Snowflake is a visual summary of the five badges: Automation Risk (calculated), Risk (polled), Growth, Wages and Volume. It gives you an instant snapshot of an occupations profile. The colour of the Snowflake relates to its size. The better the occupation scores in relation to others, the larger and greener the Snowflake becomes. Snowflake diagram for Mathematicians Snowflake diagram for Computer and Information Research Scientists Snowflake diagram for Mathematical Science Teachers, Postsecondary Snowflake diagram for Biostatisticians Snowflake diagram for Statisticians
DESCRIPTION Conduct research in fundamental mathematics or in application of mathematical techniques to science, management, and other fields. Solve problems in various fields using mathematical methods. Conduct research into fundamental computer and information science as theorists, designers, or inventors. Develop solutions to problems in the field of computer hardware and software. Teach courses pertaining to mathematical concepts, statistics, and actuarial science and to the application of original and standardized mathematical techniques in solving specific problems and situations. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research. Develop and apply biostatistical theory and methods to the study of life sciences. Develop or apply mathematical or statistical theory and methods to collect, organize, interpret, and summarize numerical data to provide usable information. May specialize in fields such as biostatistics, agricultural statistics, business statistics, or economic statistics. Includes mathematical and survey statisticians.

Compare Occupations Side by Side

Curious how automation and AI could affect your career? Our comparison tool lets you view two or more jobs side by side, helping you quickly spot differences in risk level, pay, growth, and popularity. All of this is based on a mix of academic research, user polling, and official labour data.

Automation Risk

Each occupation shows a probability of automation. A higher score means machines and algorithms are more likely to take over the role in the future.

Job Score

A quick summary of how a job performs overall — factoring in wages, growth, volume, and automation risk. It’s a handy way to see the bigger picture at a glance.

Polling Data

Thousands of visitors cast their votes on how “automatable” each job feels. These community insights are shown alongside the calculated probabilities.

Growth & Wages

See how fast each occupation is projected to grow and what people earn on average. High wages don’t always mean high security — automation risk still matters.

Volume of Workers

Explore how many people currently work in each occupation and in which year the data was recorded. Popularity can affect how disruptive automation will be for the wider economy.

The Snowflake Diagram

Each snowflake visualises the balance between automation risk, wages, growth, and job volume. Bigger and greener areas mean stronger performance in that dimension.

Use this comparison page to research careers, guide students, or simply explore the future of work. All data is regularly updated to keep the results relevant.