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 |
73%
High Risk
|
41%
Moderate Risk
|
51%
Moderate Risk
|
38%
Low Risk
|
58%
Moderate Risk
|
64%
High Risk
|
| JOB SCORE | 2.9/10 | 6.4/10 | 3.6/10 | 5.2/10 | 3.7/10 | 3.1/10 |
| POLLING |
There hasn't been enough votes on this occupation yet
|
36%
(Low Risk,
Based on 66 votes)
|
There hasn't been enough votes on this occupation yet
|
54%
(Moderate Risk,
Based on 29 votes)
|
56%
(Moderate Risk,
Based on 54 votes)
|
53%
(Moderate Risk,
Based on 51 votes)
|
|
GROWTH
by year 2034
|
-4.3%
|
16.1%
|
1.6%
|
1.2%
|
3.5%
|
-6.1%
|
| WAGES |
$49,500
or $23.80 per hour
|
$63,760
or $30.65 per hour
|
$61,710
or $29.67 per hour
|
$71,190
or $34.22 per hour
|
$60,130
or $28.91 per hour
|
$73,540
or $35.35 per hour
|
|
VOLUME
as of 2024
|
54,200
|
421,940
|
15,950
|
685,140
|
71,400
|
17,840
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | 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. | Repair, install, adjust, or maintain industrial production and processing machinery or refinery and pipeline distribution systems. May also install, dismantle, or move machinery and heavy equipment according to plans. | Calculate, measure, load, mix, and process refined feedstock with additives in fermentation or reaction process vessels and monitor production process. Perform, and keep records of, plant maintenance, repairs, and safety inspections. | 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. | Conduct tests to determine quality of raw materials, bulk intermediate and finished products. May conduct stability sample tests. | Control or operate entire chemical processes or system of machines. |
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.