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
|
64%
High Risk
|
53%
Moderate Risk
|
58%
Moderate Risk
|
| JOB SCORE | 2.5/10 | 5.3/10 | 3.8/10 | 3.1/10 | 4.4/10 | 3.2/10 |
| 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 19 votes)
|
44%
(Moderate Risk,
Based on 26 votes)
|
64%
(High Risk,
Based on 59 votes)
|
|
GROWTH
by year 2034
|
3.6%
|
3.5%
|
0.4%
|
-6.0%
|
3.0%
|
-0.9%
|
| WAGES |
$37,700
or $18.12 per hour
|
$50,730
or $24.39 per hour
|
$38,370
or $18.45 per hour
|
$63,360
or $30.46 per hour
|
$49,070
or $23.59 per hour
|
$48,880
or $23.50 per hour
|
|
VOLUME
as of 2024
|
90,180
|
101,140
|
1,241,770
|
46,340
|
151,750
|
211,000
|
| 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. | Conduct screening of passengers, baggage, or cargo to ensure compliance with Transportation Security Administration (TSA) regulations. May operate basic security equipment such as x-ray machines and hand wands at screening checkpoints. | Maintain highways, municipal and rural roads, airport runways, and rights-of-way. Duties include patching broken or eroded pavement and repairing guard rails, highway markers, and snow fences. May also mow or clear brush from along road, or plow snow from roadway. | Schedule and dispatch workers, work crews, equipment, or service vehicles for conveyance of materials, freight, or passengers, or for normal installation, service, or emergency repairs rendered outside the place of business. Duties may include using radio, telephone, or computer to transmit assignments and compiling statistics and reports on work progress. |
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.