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 |
90%
Imminent Risk
|
18%
Minimal Risk
|
34%
Low Risk
|
59%
Moderate Risk
|
66%
High Risk
|
76%
High Risk
|
| JOB SCORE | 1.2/10 | 5.3/10 | 2.0/10 | 2.7/10 | 1.4/10 | 1.6/10 |
| POLLING |
82%
(Imminent Risk,
Based on 67 votes)
|
83%
(Imminent Risk,
Based on 25 votes)
|
56%
(Moderate Risk,
Based on 28 votes)
|
73%
(High Risk,
Based on 195 votes)
|
76%
(High Risk,
Based on 34 votes)
|
77%
(High Risk,
Based on 133 votes)
|
|
GROWTH
by year 2034
|
-36.1%
|
8.2%
|
-12.4%
|
-1.6%
|
-15.9%
|
-6.7%
|
| WAGES |
$47,850
or $23.00 per hour
|
$108,970
or $52.39 per hour
|
$53,620
or $25.78 per hour
|
$46,290
or $22.25 per hour
|
$41,270
or $19.84 per hour
|
$43,630
or $20.97 per hour
|
|
VOLUME
as of 2024
|
36,030
|
439,380
|
4,000
|
1,737,820
|
78,980
|
2,510,550
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Use word processor, computer, or typewriter to type letters, reports, forms, or other material from rough draft, corrected copy, or voice recording. May perform other clerical duties as assigned. | Implement and administer enterprise-wide document management systems and related procedures that allow organizations to capture, store, retrieve, share, and destroy electronic records and documents. | Format typescript and graphic elements using computer software to produce publication-ready material. | Perform routine administrative functions such as drafting correspondence, scheduling appointments, organizing and maintaining paper and electronic files, or providing information to callers. | File correspondence, cards, invoices, receipts, and other records in alphabetical or numerical order or according to the filing system used. Locate and remove material from file when requested. | Perform duties too varied and diverse to be classified in any specific office clerical occupation, requiring knowledge of office systems and procedures. Clerical duties may be assigned in accordance with the office procedures of individual establishments and may include a combination of answering telephones, bookkeeping, typing or word processing, office machine operation, and filing. |
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.