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 |
64%
High Risk
|
21%
Low Risk
|
19%
Minimal Risk
|
21%
Low Risk
|
42%
Moderate Risk
|
45%
Moderate Risk
|
| JOB SCORE | 4.1/10 | 5.5/10 | 8.0/10 | 6.4/10 | 5.4/10 | 3.7/10 |
| POLLING |
There hasn't been enough votes on this occupation yet
|
43%
(Moderate Risk,
Based on 21 votes)
|
33%
(Low Risk,
Based on 69 votes)
|
34%
(Low Risk,
Based on 28 votes)
|
30%
(Low Risk,
Based on 134 votes)
|
69%
(High Risk,
Based on 18 votes)
|
|
GROWTH
by year 2034
|
1.7%
|
1.7%
|
12.5%
|
8.5%
|
2.4%
|
3.7%
|
| WAGES |
$85,750
or $41.22 per hour
|
$85,750
or $41.22 per hour
|
$83,910
or $40.34 per hour
|
$58,440
or $28.09 per hour
|
$60,640
or $29.15 per hour
|
$58,480
or $28.11 per hour
|
|
VOLUME
as of 2024
|
23,320
|
23,320
|
128,430
|
31,450
|
287,230
|
7,580
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Inspect and monitor transportation equipment, vehicles, or systems to ensure compliance with regulations and safety standards. | Inspect aircraft, maintenance procedures, air navigational aids, air traffic controls, and communications equipment to ensure conformance with Federal safety regulations. | Review, evaluate, and analyze work environments and design programs and procedures to control, eliminate, and prevent disease or injury caused by chemical, physical, and biological agents or ergonomic factors. May conduct inspections and enforce adherence to laws and regulations governing the health and safety of individuals. May be employed in the public or private sector. | Collect data on work environments for analysis by occupational health and safety specialists. Implement and conduct evaluation of programs designed to limit chemical, physical, biological, and ergonomic risks to workers. | Diagnose, adjust, repair, or overhaul buses and trucks, or maintain and repair any type of diesel engines. Includes mechanics working primarily with automobile or marine diesel engines. | Conduct field studies to determine traffic volume, speed, effectiveness of signals, adequacy of lighting, and other factors influencing traffic conditions, under direction of traffic engineer. |
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.