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 |
79%
High Risk
|
38%
Low Risk
|
53%
Moderate Risk
|
63%
High Risk
|
73%
High Risk
|
74%
High Risk
|
| JOB SCORE | 2.6/10 | 5.2/10 | 4.0/10 | 2.7/10 | 2.9/10 | 2.7/10 |
| POLLING |
There hasn't been enough votes on this occupation yet
|
54%
(Moderate Risk,
Based on 29 votes)
|
38%
(Low Risk,
Based on 94 votes)
|
50%
(Moderate Risk,
Based on 26 votes)
|
There hasn't been enough votes on this occupation yet
|
66%
(High Risk,
Based on 53 votes)
|
|
GROWTH
by year 2034
|
-2.5%
|
1.2%
|
-2.8%
|
-10.7%
|
-4.3%
|
0.0%
|
| WAGES |
$46,890
or $22.54 per hour
|
$71,190
or $34.22 per hour
|
$60,500
or $29.08 per hour
|
$49,970
or $24.02 per hour
|
$49,500
or $23.80 per hour
|
$47,460
or $22.82 per hour
|
|
VOLUME
as of 2024
|
28,550
|
685,140
|
56,540
|
176,950
|
54,200
|
591,180
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Set up, operate, or tend machines to crush, grind, or polish materials, such as coal, glass, grain, stone, food, or rubber. | 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. | Lubricate machinery, change parts, or perform other routine machinery maintenance. | 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. | Set up, operate, or tend continuous flow or vat-type equipment; filter presses; shaker screens; centrifuges; condenser tubes; precipitating, fermenting, or evaporating tanks; scrubbing towers; or batch stills. These machines extract, sort, or separate liquids, gases, or solids from other materials to recover a refined product. Includes dairy processing equipment operators. | Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test 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.