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 |
31%
Low Risk
|
15%
Minimal Risk
|
19%
Minimal Risk
|
24%
Low Risk
|
23%
Low Risk
|
19%
Minimal Risk
|
| JOB SCORE | 4.1/10 | 7.3/10 | 7.3/10 | 4.2/10 | 3.9/10 | 6.1/10 |
| POLLING |
44%
(Moderate Risk,
Based on 43 votes)
|
29%
(Low Risk,
Based on 133 votes)
|
38%
(Low Risk,
Based on 146 votes)
|
There hasn't been enough votes on this occupation yet
|
40%
(Low Risk,
Based on 81 votes)
|
38%
(Low Risk,
Based on 26 votes)
|
|
GROWTH
by year 2034
|
0.6%
|
3.5%
|
10.8%
|
3.1%
|
-13.7%
|
1.3%
|
| WAGES |
$40,090
or $19.27 per hour
|
$65,140
or $31.31 per hour
|
$65,850
or $31.66 per hour
|
$44,930
or $21.60 per hour
|
$59,950
or $28.82 per hour
|
$74,720
or $35.92 per hour
|
|
VOLUME
as of 2024
|
174,660
|
342,350
|
436,610
|
155,010
|
36,260
|
210,850
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Instruct individual students or small groups of students in academic subjects to support formal class instruction or to prepare students for standardized or admissions tests. | Advise and assist students and provide educational and vocational guidance services. | Design or conduct work-related training and development programs to improve individual skills or organizational performance. May analyze organizational training needs or evaluate training effectiveness. | Assist faculty or other instructional staff in postsecondary institutions by performing instructional support activities, such as developing teaching materials, leading discussion groups, preparing and giving examinations, and grading examinations or papers. | Teach or instruct out-of-school youths and adults in basic education, literacy, or English as a Second Language classes, or in classes for earning a high school equivalency credential. | Develop instructional material, coordinate educational content, and incorporate current technology into instruction in order to provide guidelines to educators and instructors for developing curricula and conducting courses. May train and coach teachers. Includes educational consultants and specialists, and instructional material directors. |
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.