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 |
69%
High Risk
|
38%
Low Risk
|
61%
High Risk
|
55%
Moderate Risk
|
55%
Moderate Risk
|
63%
High Risk
|
| JOB SCORE | 3.4/10 | 5.2/10 | 2.8/10 | 2.9/10 | 3.1/10 | 2.7/10 |
| POLLING |
There hasn't been enough votes on this occupation yet
|
54%
(Moderate Risk,
Based on 29 votes)
|
65%
(High Risk,
Based on 27 votes)
|
50%
(Moderate Risk,
Based on 95 votes)
|
59%
(Moderate Risk,
Based on 106 votes)
|
50%
(Moderate Risk,
Based on 26 votes)
|
|
GROWTH
by year 2034
|
-5.4%
|
1.2%
|
-0.5%
|
-10.8%
|
-6.5%
|
-10.7%
|
| WAGES |
$61,870
or $29.74 per hour
|
$71,190
or $34.22 per hour
|
$46,060
or $22.14 per hour
|
$63,180
or $30.37 per hour
|
$68,510
or $32.93 per hour
|
$49,970
or $24.02 per hour
|
|
VOLUME
as of 2024
|
5,610
|
685,140
|
129,850
|
55,130
|
39,900
|
176,950
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Lay out reference points and dimensions on metal or plastic stock or workpieces, such as sheets, plates, tubes, structural shapes, castings, or machine parts, for further processing. Includes shipfitters. | Directly supervise and coordinate the activities of production and operating workers, such as inspectors, precision workers, machine setters and operators, assemblers, fabricators, and plant and system operators. Excludes team or work leaders. | Set up, operate, or tend more than one type of cutting or forming machine tool or robot. | Analyze specifications, lay out metal stock, set up and operate machine tools, and fit and assemble parts to make and repair dies, cutting tools, jigs, fixtures, gauges, and machinists' hand tools. | Prepare detailed working diagrams of machinery and mechanical devices, including dimensions, fastening methods, and other engineering information. | Operate computer-controlled tools, machines, or robots to machine or process parts, tools, or other work pieces made of metal, plastic, wood, stone, or other materials. May also set up and maintain equipment. |
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.