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 |
49%
Moderate Risk
|
17%
Minimal Risk
|
19%
Minimal Risk
|
24%
Low Risk
|
39%
Low Risk
|
25%
Low Risk
|
| JOB SCORE | 3.6/10 | 7.2/10 | 8.1/10 | 7.2/10 | 5.2/10 | 5.9/10 |
| POLLING |
66%
(High Risk,
Based on 63 votes)
|
43%
(Moderate Risk,
Based on 576 votes)
|
37%
(Low Risk,
Based on 262 votes)
|
37%
(Low Risk,
Based on 44 votes)
|
66%
(High Risk,
Based on 7,029 votes)
|
53%
(Moderate Risk,
Based on 39 votes)
|
|
GROWTH
by year 2034
|
1.0%
|
14.8%
|
8.8%
|
4.5%
|
4.6%
|
18.5%
|
| WAGES |
$87,930
or $42.27 per hour
|
$161,700
or $77.73 per hour
|
$101,190
or $48.65 per hour
|
$136,550
or $65.64 per hour
|
$81,680
or $39.27 per hour
|
$90,400
or $43.46 per hour
|
|
VOLUME
as of 2024
|
47,170
|
818,620
|
893,900
|
630,980
|
1,448,290
|
62,830
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Examine budget estimates for completeness, accuracy, and conformance with procedures and regulations. Analyze budgeting and accounting reports. | Plan, direct, or coordinate accounting, investing, banking, insurance, securities, and other financial activities of a branch, office, or department of an establishment. | 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. | Plan, direct, or coordinate activities of an organization to ensure compliance with ethical or regulatory standards. | Examine, analyze, and interpret accounting records to prepare financial statements, give advice, or audit and evaluate statements prepared by others. Install or advise on systems of recording costs or other financial and budgetary data. | 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. |
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.