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 |
77%
High Risk
|
28%
Low Risk
|
24%
Low Risk
|
45%
Moderate Risk
|
35%
Low Risk
|
24%
Low Risk
|
| JOB SCORE | 3.4/10 | 3.8/10 | 5.1/10 | 5.4/10 | 5.4/10 | 6.0/10 |
| POLLING |
There hasn't been enough votes on this occupation yet
|
58%
(Moderate Risk,
Based on 16 votes)
|
There hasn't been enough votes on this occupation yet
|
There hasn't been enough votes on this occupation yet
|
There hasn't been enough votes on this occupation yet
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There hasn't been enough votes on this occupation yet
|
|
GROWTH
by year 2034
|
1.5%
|
1.0%
|
4.0%
|
3.7%
|
3.7%
|
3.0%
|
| WAGES |
$38,940
or $18.72 per hour
|
$48,490
or $23.31 per hour
|
$49,490
or $23.79 per hour
|
$61,890
or $29.75 per hour
|
$61,890
or $29.75 per hour
|
$78,420
or $37.70 per hour
|
|
VOLUME
as of 2024
|
2,982,530
|
50,570
|
39,390
|
605,510
|
605,510
|
397,770
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Prepare and sort materials or products for recycling. Identify and remove hazardous substances. Dismantle components of products such as appliances. | Identify, remove, pack, transport, or dispose of hazardous materials, including asbestos, lead-based paint, waste oil, fuel, transmission fluid, radioactive materials, or contaminated soil. Specialized training and certification in hazardous materials handling or a confined entry permit are generally required. May operate earth-moving equipment or trucks. | Perform laboratory and field tests to monitor the environment and investigate sources of pollution, including those that affect health, under the direction of an environmental scientist, engineer, or other specialist. May collect samples of gases, soil, water, and other materials for testing. | Directly supervise and coordinate the activities of helpers, laborers, or material movers, hand. | Supervise curbside and drop-off recycling programs for municipal governments or private firms. | Inspect and investigate sources of pollution to protect the public and environment and ensure conformance with Federal, State, and local regulations and ordinances. |
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.