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 |
44%
Moderate Risk
|
25%
Low Risk
|
23%
Low Risk
|
31%
Low Risk
|
39%
Low Risk
|
32%
Low Risk
|
| JOB SCORE | 3.9/10 | 5.9/10 | 5.3/10 | 5.8/10 | 5.5/10 | 4.3/10 |
| POLLING |
59%
(Moderate Risk,
Based on 132 votes)
|
53%
(Moderate Risk,
Based on 39 votes)
|
54%
(Moderate Risk,
Based on 45 votes)
|
29%
(Low Risk,
Based on 82 votes)
|
45%
(Moderate Risk,
Based on 105 votes)
|
50%
(Moderate Risk,
Based on 126 votes)
|
|
GROWTH
by year 2034
|
-5.1%
|
18.5%
|
3.1%
|
6.0%
|
3.0%
|
-4.2%
|
| WAGES |
$76,790
or $36.92 per hour
|
$90,400
or $43.46 per hour
|
$80,190
or $38.55 per hour
|
$52,370
or $25.18 per hour
|
$78,420
or $37.70 per hour
|
$77,070
or $37.05 per hour
|
|
VOLUME
as of 2024
|
305,020
|
62,830
|
127,450
|
38,700
|
397,770
|
219,530
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Review settled claims to determine that payments and settlements are made in accordance with company practices and procedures. Confer with legal counsel on claims requiring litigation. May also settle insurance claims. | Enforce or ensure compliance with laws and regulations governing financial and securities institutions and financial and real estate transactions. May examine, verify, or authenticate records. | Obtain evidence, take statements, produce reports, and testify to findings regarding resolution of fraud allegations. May coordinate fraud detection and prevention activities. | Gather, analyze, compile, and report information regarding individuals or organizations to clients, or detect occurrences of unlawful acts or infractions of rules in private establishment. | Examine, evaluate, and investigate eligibility for or conformity with laws and regulations governing contract compliance of licenses and permits, and perform other compliance and enforcement inspection and analysis activities not classified elsewhere. | Prepare cost estimates for product manufacturing, construction projects, or services to aid management in bidding on or determining price of product or service. May specialize according to particular service performed or type of product manufactured. |
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.