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 |
58%
Moderate Risk
|
31%
Low Risk
|
38%
Low Risk
|
37%
Low Risk
|
36%
Low Risk
|
53%
Moderate Risk
|
| JOB SCORE | 3.2/10 | 7.0/10 | 4.7/10 | 5.3/10 | 4.1/10 | 4.1/10 |
| POLLING |
64%
(High Risk,
Based on 59 votes)
|
45%
(Moderate Risk,
Based on 211 votes)
|
48%
(Moderate Risk,
Based on 28 votes)
|
35%
(Low Risk,
Based on 311 votes)
|
60%
(High Risk,
Based on 20 votes)
|
72%
(High Risk,
Based on 79 votes)
|
|
GROWTH
by year 2034
|
-0.9%
|
16.7%
|
-0.3%
|
3.5%
|
1.7%
|
8.5%
|
| WAGES |
$48,880
or $23.50 per hour
|
$80,880
or $38.88 per hour
|
$66,140
or $31.80 per hour
|
$50,730
or $24.39 per hour
|
$85,750
or $41.22 per hour
|
$49,900
or $23.99 per hour
|
|
VOLUME
as of 2024
|
211,000
|
235,640
|
1,495,580
|
101,140
|
23,320
|
97,800
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | 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. | Analyze and coordinate the ongoing logistical functions of a firm or organization. Responsible for the entire life cycle of a product, including acquisition, distribution, internal allocation, delivery, and final disposal of resources. | Directly supervise and coordinate the activities of clerical and administrative support workers. | 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. | 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. | Expedite and route movement of incoming and outgoing cargo and freight shipments in airline, train, and trucking terminals and shipping docks. Take orders from customers and arrange pickup of freight and cargo for delivery to loading platform. Prepare and examine bills of lading to determine shipping charges and tariffs. |
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.