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 |
43%
Moderate Risk
|
20%
Low Risk
|
32%
Low Risk
|
22%
Low Risk
|
20%
Low Risk
|
27%
Low Risk
|
| JOB SCORE | 4.3/10 | 5.7/10 | 4.0/10 | 6.9/10 | 6.1/10 | 5.9/10 |
| POLLING |
33%
(Low Risk,
Based on 15 votes)
|
34%
(Low Risk,
Based on 46 votes)
|
52%
(Moderate Risk,
Based on 60 votes)
|
32%
(Low Risk,
Based on 215 votes)
|
39%
(Low Risk,
Based on 477 votes)
|
32%
(Low Risk,
Based on 203 votes)
|
|
GROWTH
by year 2034
|
3.2%
|
2.3%
|
-5.0%
|
4.2%
|
3.2%
|
3.2%
|
| WAGES |
$37,350
or $17.96 per hour
|
$66,280
or $31.86 per hour
|
$47,320
or $22.75 per hour
|
$111,040
or $53.38 per hour
|
$63,490
or $30.52 per hour
|
$79,450
or $38.19 per hour
|
|
VOLUME
as of 2024
|
192,480
|
10,850
|
1,113,160
|
50,370
|
69,580
|
30,250
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Plan and erect commercial displays, such as those in windows and interiors of retail stores and at trade exhibitions. | Design special exhibits and sets for film, video, television, and theater productions. May study scripts, confer with directors, and conduct research to determine appropriate architectural styles. | Directly supervise and coordinate activities of retail sales workers in an establishment or department. Duties may include management functions, such as purchasing, budgeting, accounting, and personnel work, in addition to supervisory duties. | Formulate design concepts and presentation approaches for visual productions and media, such as print, broadcasting, video, and film. Direct workers engaged in artwork or layout design. | Plan, design, and furnish the internal space of rooms or buildings. Design interior environments or create physical layouts that are practical, aesthetic, and conducive to the intended purposes. May specialize in a particular field, style, or phase of interior design. | Design and develop manufactured products, such as cars, home appliances, and children's toys. Combine artistic talent with research on product use, marketing, and materials to create the most functional and appealing product design. |
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.