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.
Compare Occupations
| SUMMARY |
70%
High Risk
|
23%
Low Risk
|
36%
Low Risk
|
36%
Low Risk
|
53%
Moderate Risk
|
61%
High Risk
|
| JOB SCORE | 2.8/10 | 6.9/10 | 4.9/10 | 4.1/10 | 4.1/10 | 2.7/10 |
| POLLING |
68%
(High Risk,
Based on 33 votes)
|
31%
(Low Risk,
Based on 143 votes)
|
43%
(Moderate Risk,
Based on 23 votes)
|
60%
(High Risk,
Based on 20 votes)
|
72%
(High Risk,
Based on 79 votes)
|
70%
(High Risk,
Based on 115 votes)
|
|
GROWTH
by year 2034
|
2.8%
|
4.8%
|
4.2%
|
1.7%
|
8.5%
|
2.2%
|
| WAGES |
$41,460
or $19.93 per hour
|
$59,440
or $28.57 per hour
|
$56,750
or $27.28 per hour
|
$85,750
or $41.22 per hour
|
$49,900
or $23.99 per hour
|
$48,450
or $23.29 per hour
|
|
VOLUME
as of 2024
|
127,440
|
134,670
|
16,640
|
23,320
|
97,800
|
59,150
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Make and confirm reservations for transportation or lodging, or sell transportation tickets. May check baggage and direct passengers to designated concourse, pier, or track; deliver tickets and contact individuals and groups to inform them of package tours; or provide tourists with travel or transportation information. | Coordinate activities of staff, convention personnel, or clients to make arrangements for group meetings, events, or conventions. | Ensure the safe takeoff and landing of commercial and military aircraft. Duties include coordination between air-traffic control and maintenance personnel, dispatching, using airfield landing and navigational aids, implementing airfield safety procedures, monitoring and maintaining flight records, and applying knowledge of weather information. | 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. | Plan and sell transportation and accommodations for customers. Determine destination, modes of transportation, travel dates, costs, and accommodations required. May also describe, plan, and arrange itineraries and sell tour packages. May assist in resolving clients' travel problems. |
Compare Occupations Side by Side
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.
Job Score
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.
Polling Data
Thousands of visitors cast their votes on how “automatable” each job feels. These community insights are shown alongside the calculated probabilities.
Growth & Wages
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.
Volume of Workers
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.
The Snowflake Diagram
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.