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 |
51%
Moderate Risk
|
44%
Moderate Risk
|
38%
Low Risk
|
57%
Moderate Risk
|
50%
Moderate Risk
|
| JOB SCORE | 3.6/10 | 4.2/10 | 4.0/10 | 2.9/10 | 3.9/10 |
| POLLING |
There hasn't been enough votes on this occupation yet
|
51%
(Moderate Risk,
Based on 79 votes)
|
37%
(Low Risk,
Based on 77 votes)
|
68%
(High Risk,
Based on 19 votes)
|
There hasn't been enough votes on this occupation yet
|
|
GROWTH
by year 2034
|
1.6%
|
3.7%
|
-6.5%
|
-8.8%
|
-11.2%
|
| WAGES |
$61,710
or $29.67 per hour
|
$57,790
or $27.78 per hour
|
$58,260
or $28.01 per hour
|
$83,400
or $40.09 per hour
|
$99,670
or $47.91 per hour
|
|
VOLUME
as of 2024
|
15,950
|
55,640
|
126,750
|
15,910
|
30,720
|
| SNOWFLAKE |
|
|
|
|
|
| DESCRIPTION | 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. | Conduct chemical and physical laboratory tests to assist scientists in making qualitative and quantitative analyses of solids, liquids, and gaseous materials for research and development of new products or processes, quality control, maintenance of environmental standards, and other work involving experimental, theoretical, or practical application of chemistry and related sciences. | Operate or control an entire process or system of machines, often through the use of control boards, to transfer or treat water or wastewater. | Distribute or process gas for utility companies and others by controlling compressors to maintain specified pressures on main pipelines. | Control and monitor biomass plant activities and perform maintenance as needed. |
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.