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 |
57%
Moderate Risk
|
23%
Low Risk
|
45%
Moderate Risk
|
36%
Low Risk
|
37%
Low Risk
|
39%
Low Risk
|
| JOB SCORE | 2.1/10 | 6.2/10 | 3.7/10 | 4.1/10 | 3.8/10 | 5.5/10 |
| POLLING |
81%
(Imminent Risk,
Based on 27 votes)
|
There hasn't been enough votes on this occupation yet
|
69%
(High Risk,
Based on 18 votes)
|
60%
(High Risk,
Based on 20 votes)
|
55%
(Moderate Risk,
Based on 521 votes)
|
45%
(Moderate Risk,
Based on 105 votes)
|
|
GROWTH
by year 2034
|
-1.5%
|
3.0%
|
3.7%
|
1.7%
|
0.4%
|
3.0%
|
| WAGES |
$47,150
or $22.67 per hour
|
$78,420
or $37.70 per hour
|
$58,480
or $28.11 per hour
|
$85,750
or $41.22 per hour
|
$38,370
or $18.45 per hour
|
$78,420
or $37.70 per hour
|
|
VOLUME
as of 2024
|
7,770
|
397,770
|
7,580
|
23,320
|
1,241,770
|
397,770
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Patrol assigned area, such as public parking lot or city streets to issue tickets to overtime parking violators and illegally parked vehicles. | Investigate or inspect government property to ensure compliance with contract agreements and government regulations. | Conduct field studies to determine traffic volume, speed, effectiveness of signals, adequacy of lighting, and other factors influencing traffic conditions, under direction of traffic engineer. | Inspect equipment or goods in connection with the safe transport of cargo or people. Includes rail transportation inspectors, such as freight inspectors, rail inspectors, and other inspectors of transportation vehicles not elsewhere classified. | Guard, patrol, or monitor premises to prevent theft, violence, or infractions of rules. May operate x-ray and metal detector equipment. | Examine, evaluate, and investigate eligibility for or conformity with laws and regulations governing contract compliance of licenses and permits, and perform other compliance and enforcement inspection and analysis activities not classified elsewhere. |
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.