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 |
77%
High Risk
|
9%
Minimal Risk
|
47%
Moderate Risk
|
37%
Low Risk
|
40%
Moderate Risk
|
70%
High Risk
|
| JOB SCORE | 1.9/10 | 6.0/10 | 2.8/10 | 3.8/10 | 3.3/10 | 2.8/10 |
| POLLING |
89%
(Imminent Risk,
Based on 39 votes)
|
31%
(Low Risk,
Based on 29 votes)
|
66%
(High Risk,
Based on 29 votes)
|
55%
(Moderate Risk,
Based on 521 votes)
|
50%
(Moderate Risk,
Based on 43 votes)
|
68%
(High Risk,
Based on 33 votes)
|
|
GROWTH
by year 2034
|
1.2%
|
4.1%
|
4.7%
|
0.4%
|
2.3%
|
2.8%
|
| WAGES |
$31,150
or $14.97 per hour
|
$35,380
or $17.01 per hour
|
$37,560
or $18.06 per hour
|
$38,370
or $18.45 per hour
|
$37,320
or $17.94 per hour
|
$41,460
or $19.93 per hour
|
|
VOLUME
as of 2024
|
119,210
|
309,640
|
25,340
|
1,241,770
|
44,200
|
127,440
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Assist patrons at entertainment events by performing duties, such as collecting admission tickets and passes from patrons, assisting in finding seats, searching for lost articles, and helping patrons locate such facilities as restrooms and telephones. | Conduct recreation activities with groups in public, private, or volunteer agencies or recreation facilities. Organize and promote activities, such as arts and crafts, sports, games, music, dramatics, social recreation, camping, and hobbies, taking into account the needs and interests of individual members. | 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. | Guard, patrol, or monitor premises to prevent theft, violence, or infractions of rules. May operate x-ray and metal detector equipment. | Assist patrons at hotel, apartment, or office building with personal services. May take messages; arrange or give advice on transportation, business services, or entertainment; or monitor guest requests for housekeeping and maintenance. | 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. |
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.