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.
| SUMMARY |
33%
Low Risk
|
23%
Low Risk
|
22%
Low Risk
|
19%
Minimal Risk
|
18%
Minimal Risk
|
25%
Low Risk
|
| JOB SCORE | 4.3/10 | 6.1/10 | 6.2/10 | 8.1/10 | 6.3/10 | 3.5/10 |
| POLLING |
50%
(Moderate Risk,
Based on 62 votes)
|
66%
(High Risk,
Based on 29 votes)
|
44%
(Moderate Risk,
Based on 533 votes)
|
37%
(Low Risk,
Based on 262 votes)
|
22%
(Low Risk,
Based on 425 votes)
|
50%
(Moderate Risk,
Based on 34 votes)
|
|
GROWTH
by year 2034
|
4.4%
|
33.5%
|
8.5%
|
8.8%
|
-3.1%
|
-5.2%
|
| WAGES |
$58,040
or $27.90 per hour
|
$112,590
or $54.13 per hour
|
$103,300
or $49.66 per hour
|
$101,190
or $48.65 per hour
|
$139,380
or $67.00 per hour
|
$63,380
or $30.47 per hour
|
|
VOLUME
as of 2024
|
32,940
|
233,440
|
29,800
|
893,900
|
5,950
|
7,720
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Assist social scientists in laboratory, survey, and other social science research. May help prepare findings for publication and assist in laboratory analysis, quality control, or data management. | Apply knowledge of health care and database management to analyze clinical data, and to identify and report trends. | 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. | Conduct organizational studies and evaluations, design systems and procedures, conduct work simplification and measurement studies, and prepare operations and procedures manuals to assist management in operating more efficiently and effectively. Includes program analysts and management consultants. | Study the origin, development, and operation of political systems. May study topics, such as public opinion, political decisionmaking, and ideology. May analyze the structure and operation of governments, as well as various political entities. May conduct public opinion surveys, analyze election results, or analyze public documents. | Plan, develop, or conduct surveys. May analyze and interpret the meaning of survey data, determine survey objectives, or suggest or test question wording. Includes social scientists who primarily design questionnaires or supervise survey teams. |
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.
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.
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.
Thousands of visitors cast their votes on how “automatable” each job feels. These community insights are shown alongside the calculated probabilities.
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.
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.
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.