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 |
12%
Minimal Risk
|
4%
Minimal Risk
|
20%
Low Risk
|
18%
Minimal Risk
|
10%
Minimal Risk
|
| JOB SCORE | 6.6/10 | 6.7/10 | 7.8/10 | 7.3/10 | 7.5/10 |
| POLLING |
41%
(Moderate Risk,
Based on 25 votes)
|
23%
(Low Risk,
Based on 95 votes)
|
16.9%
(Minimal Risk,
Based on 34 votes)
|
34%
(Low Risk,
Based on 66 votes)
|
23%
(Low Risk,
Based on 210 votes)
|
|
GROWTH
by year 2034
|
9.5%
|
3.3%
|
19.2%
|
22.0%
|
6.4%
|
| WAGES |
$58,160
or $27.96 per hour
|
$60,280
or $28.98 per hour
|
$68,340
or $32.85 per hour
|
$65,510
or $31.49 per hour
|
$45,920
or $22.08 per hour
|
|
VOLUME
as of 2024
|
8,110
|
15,060
|
47,910
|
108,010
|
250,940
|
| SNOWFLAKE |
|
|
|
|
|
| DESCRIPTION | Assess, plan, or implement fitness programs that include exercise or physical activities such as those designed to improve cardiorespiratory function, body composition, muscular strength, muscular endurance, or flexibility. | Plan, direct, or coordinate medically-approved recreation programs for patients in hospitals, nursing homes, or other institutions. Activities include sports, trips, dramatics, social activities, and crafts. May assess a patient condition and recommend appropriate recreational activity. | Assist occupational therapists in providing occupational therapy treatments and procedures. May, in accordance with state laws, assist in development of treatment plans, carry out routine functions, direct activity programs, and document the progress of treatments. Generally requires formal training. | Assist physical therapists in providing physical therapy treatments and procedures. May, in accordance with state laws, assist in the development of treatment plans, carry out routine functions, document the progress of treatment, and modify specific treatments in accordance with patient status and within the scope of treatment plans established by a physical therapist. Generally requires formal training. | Instruct or coach groups or individuals in the fundamentals of sports for the primary purpose of competition. Demonstrate techniques and methods of participation. May evaluate athletes' strengths and weaknesses as possible recruits or to improve the athletes' technique to prepare them for competition. Those required to hold teaching certifications should be reported in the appropriate teaching category. |
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.