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 |
36%
Low Risk
|
31%
Low Risk
|
44%
Moderate Risk
|
38%
Low Risk
|
42%
Moderate Risk
|
| JOB SCORE | 3.4/10 | 4.3/10 | 4.4/10 | 4.0/10 | 3.8/10 |
| POLLING |
56%
(Moderate Risk,
Based on 92 votes)
|
There hasn't been enough votes on this occupation yet
|
46%
(Moderate Risk,
Based on 20 votes)
|
37%
(Low Risk,
Based on 77 votes)
|
49%
(Moderate Risk,
Based on 38 votes)
|
|
GROWTH
by year 2034
|
-15.3%
|
-7.7%
|
-3.2%
|
-6.5%
|
-7.7%
|
| WAGES |
$122,610
or $58.94 per hour
|
$104,240
or $50.11 per hour
|
$107,240
or $51.55 per hour
|
$58,260
or $28.01 per hour
|
$104,240
or $50.11 per hour
|
|
VOLUME
as of 2024
|
5,720
|
5,990
|
9,180
|
126,750
|
5,990
|
| SNOWFLAKE |
|
|
|
|
|
| DESCRIPTION | Operate or control nuclear reactors. Move control rods, start and stop equipment, monitor and adjust controls, and record data in logs. Implement emergency procedures when needed. May respond to abnormalities, determine cause, and recommend corrective action. | Collect and test samples to monitor results of nuclear experiments and contamination of humans, facilities, and environment. | Coordinate, regulate, or distribute electricity or steam. | Operate or control an entire process or system of machines, often through the use of control boards, to transfer or treat water or wastewater. | Assist nuclear physicists, nuclear engineers, or other scientists in laboratory, power generation, or electricity production activities. May operate, maintain, or provide quality control for nuclear testing and research equipment. May monitor radiation. |
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.