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 |
16%
Minimal Risk
|
10%
Minimal Risk
|
12%
Minimal Risk
|
21%
Low Risk
|
15%
Minimal Risk
|
| JOB SCORE | 6.9/10 | 6.9/10 | 7.7/10 | 7.7/10 | 7.5/10 |
| POLLING |
29%
(Low Risk,
Based on 210 votes)
|
46%
(Moderate Risk,
Based on 52 votes)
|
30%
(Low Risk,
Based on 470 votes)
|
37%
(Low Risk,
Based on 2,681 votes)
|
41%
(Moderate Risk,
Based on 1,295 votes)
|
|
GROWTH
by year 2034
|
2.1%
|
8.1%
|
7.3%
|
9.1%
|
7.2%
|
| WAGES |
$117,750
or $56.61 per hour
|
$106,120
or $51.02 per hour
|
$155,020
or $74.52 per hour
|
$102,320
or $49.19 per hour
|
$111,910
or $53.80 per hour
|
|
VOLUME
as of 2024
|
150,750
|
39,910
|
75,710
|
286,760
|
188,790
|
| SNOWFLAKE |
|
|
|
|
|
| DESCRIPTION | Research, design, develop, or test automation, intelligent systems, smart devices, or industrial systems control. | Teach courses pertaining to the application of physical laws and principles of engineering for the development of machines, materials, instruments, processes, and services. Includes teachers of subjects such as chemical, civil, electrical, industrial, mechanical, mineral, and petroleum engineering. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research. | Research, design, develop, or test computer or computer-related equipment for commercial, industrial, military, or scientific use. May supervise the manufacturing and installation of computer or computer-related equipment and components. | Perform engineering duties in planning and designing tools, engines, machines, and other mechanically functioning equipment. Oversee installation, operation, maintenance, and repair of equipment such as centralized heat, gas, water, and steam systems. | Research, design, develop, test, or supervise the manufacturing and installation of electrical equipment, components, or systems for commercial, industrial, military, or scientific use. |
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.