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 |
81%
Imminent Risk
|
37%
Low Risk
|
37%
Low Risk
|
47%
Moderate Risk
|
57%
Moderate Risk
|
45%
Moderate Risk
|
| JOB SCORE | 2.5/10 | 5.3/10 | 3.8/10 | 2.8/10 | 2.1/10 | 3.7/10 |
| POLLING |
73%
(High Risk,
Based on 40 votes)
|
35%
(Low Risk,
Based on 311 votes)
|
55%
(Moderate Risk,
Based on 521 votes)
|
66%
(High Risk,
Based on 29 votes)
|
81%
(Imminent Risk,
Based on 27 votes)
|
69%
(High Risk,
Based on 18 votes)
|
|
GROWTH
by year 2034
|
3.6%
|
3.5%
|
0.4%
|
4.7%
|
-1.5%
|
3.7%
|
| WAGES |
$37,700
or $18.12 per hour
|
$50,730
or $24.39 per hour
|
$38,370
or $18.45 per hour
|
$37,560
or $18.06 per hour
|
$47,150
or $22.67 per hour
|
$58,480
or $28.11 per hour
|
|
VOLUME
as of 2024
|
90,180
|
101,140
|
1,241,770
|
25,340
|
7,770
|
7,580
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Guide or control vehicular or pedestrian traffic at such places as streets, schools, railroad crossings, or construction sites. | Operate telephone, radio, or other communication systems to receive and communicate requests for emergency assistance at 9-1-1 public safety answering points and emergency operations centers. Take information from the public and other sources regarding crimes, threats, disturbances, acts of terrorism, fires, medical emergencies, and other public safety matters. May coordinate and provide information to law enforcement and emergency response personnel. May access sensitive databases and other information sources as needed. May provide additional instructions to callers based on knowledge of and certification in law enforcement, fire, or emergency medical procedures. | Guard, patrol, or monitor premises to prevent theft, violence, or infractions of rules. May operate x-ray and metal detector equipment. | Provide services to ensure the safety of passengers aboard ships, buses, trains, or within the station or terminal. Perform duties such as explaining the use of safety equipment, serving meals or beverages, or answering questions related to travel. | Patrol assigned area, such as public parking lot or city streets to issue tickets to overtime parking violators and illegally parked vehicles. | 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. |
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.