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.
Compare Occupations
| SUMMARY |
50%
Moderate Risk
|
19%
Minimal Risk
|
22%
Low Risk
|
29%
Low Risk
|
25%
Low Risk
|
21%
Low Risk
|
| JOB SCORE | 1.8/10 | 6.8/10 | 6.2/10 | 6.3/10 | 3.5/10 | 6.4/10 |
| POLLING |
76%
(High Risk,
Based on 22 votes)
|
42%
(Moderate Risk,
Based on 46 votes)
|
44%
(Moderate Risk,
Based on 533 votes)
|
53%
(Moderate Risk,
Based on 394 votes)
|
50%
(Moderate Risk,
Based on 34 votes)
|
43%
(Moderate Risk,
Based on 909 votes)
|
|
GROWTH
by year 2034
|
-2.5%
|
8.5%
|
8.5%
|
6.7%
|
-5.2%
|
21.8%
|
| WAGES |
$51,440
or $24.73 per hour
|
$103,300
or $49.66 per hour
|
$103,300
or $49.66 per hour
|
$76,950
or $36.99 per hour
|
$63,380
or $30.47 per hour
|
$125,770
or $60.46 per hour
|
|
VOLUME
as of 2024
|
5,900
|
29,800
|
29,800
|
861,140
|
7,720
|
28,340
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Compile and compute data according to statistical formulas for use in statistical studies. May perform actuarial computations and compile charts and graphs for use by actuaries. Includes actuarial clerks. | 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. | Research conditions in local, regional, national, or online markets. Gather information to determine potential sales of a product or service, or plan a marketing or advertising campaign. May gather information on competitors, prices, sales, and methods of marketing and distribution. May employ search marketing tactics, analyze web metrics, and develop recommendations to increase search engine ranking and visibility to target markets. | 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. | Analyze statistical data, such as mortality, accident, sickness, disability, and retirement rates and construct probability tables to forecast risk and liability for payment of future benefits. May ascertain insurance rates required and cash reserves necessary to ensure payment of future benefits. |
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.
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.