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 |
10%
Minimal Risk
|
13%
Minimal Risk
|
20%
Minimal Risk
|
15%
Minimal Risk
|
9%
Minimal Risk
|
| JOB SCORE | 4.8/10 | 5.4/10 | 7.0/10 | 7.3/10 | 6.0/10 |
| POLLING |
There hasn't been enough votes on this occupation yet
|
32%
(Low Risk,
Based on 18 votes)
|
36%
(Low Risk,
Based on 28 votes)
|
29%
(Low Risk,
Based on 133 votes)
|
31%
(Low Risk,
Based on 29 votes)
|
|
GROWTH
by year 2034
|
3.8%
|
1.4%
|
4.5%
|
3.5%
|
4.1%
|
| WAGES |
$39,180
or $18.83 per hour
|
$46,110
or $22.17 per hour
|
$63,000
or $30.29 per hour
|
$65,140
or $31.31 per hour
|
$35,380
or $17.01 per hour
|
|
VOLUME
as of 2024
|
82,810
|
88,930
|
65,150
|
342,350
|
309,640
|
| SNOWFLAKE |
|
|
|
|
|
| DESCRIPTION | Coordinate activities in resident facilities in secondary school and college dormitories, group homes, or similar establishments. Order supplies and determine need for maintenance, repairs, and furnishings. May maintain household records and assign rooms. May assist residents with problem solving or refer them to counseling resources. | Counsel individuals to maximize the independence and employability of persons coping with personal, social, and vocational difficulties that result from birth defects, illness, disease, accidents, aging, or the stress of daily life. Coordinate activities for residents of care and treatment facilities. Assess client needs and design and implement rehabilitation programs that may include personal and vocational counseling, training, and job placement. | Provide and manage health education programs that help individuals, families, and their communities maximize and maintain healthy lifestyles. Use data to identify community needs prior to planning, implementing, monitoring, and evaluating programs designed to encourage healthy lifestyles, policies, and environments. May link health systems, health providers, insurers, and patients to address individual and population health needs. May serve as resource to assist individuals, other health professionals, or the community, and may administer fiscal resources for health education programs. | Advise and assist students and provide educational and vocational guidance services. | 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. |
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.