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 |
39%
Low Risk
|
19%
Minimal Risk
|
29%
Low Risk
|
32%
Low Risk
|
| JOB SCORE | 5.8/10 | 7.1/10 | 6.0/10 | 4.3/10 |
| POLLING |
There hasn't been enough votes on this occupation yet
|
17.2%
(Minimal Risk,
Based on 67 votes)
|
52%
(Moderate Risk,
Based on 48 votes)
|
50%
(Moderate Risk,
Based on 126 votes)
|
|
GROWTH
by year 2034
|
3.8%
|
7.0%
|
5.8%
|
-4.2%
|
| WAGES |
$65,420
or $31.45 per hour
|
$61,770
or $29.69 per hour
|
$75,650
or $36.37 per hour
|
$77,070
or $37.05 per hour
|
|
VOLUME
as of 2024
|
59,070
|
12,280
|
486,900
|
219,530
|
| SNOWFLAKE |
|
|
|
|
| DESCRIPTION | Appraise and estimate the fair value of tangible personal or business property, such as jewelry, art, antiques, collectibles, and equipment. May also appraise land. | Administer collections, such as artwork, collectibles, historic items, or scientific specimens of museums or other institutions. May conduct instructional, research, or public service activities of institution. | Purchase machinery, equipment, tools, parts, supplies, or services necessary for the operation of an establishment. Purchase raw or semifinished materials for manufacturing. May negotiate contracts. | Prepare cost estimates for product manufacturing, construction projects, or services to aid management in bidding on or determining price of product or service. May specialize according to particular service performed or type of product manufactured. |
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.