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 |
22%
Low Risk
|
11%
Minimal Risk
|
29%
Low Risk
|
20%
Low Risk
|
25%
Low Risk
|
| JOB SCORE | 6.7/10 | 7.9/10 | 6.3/10 | 7.4/10 | 6.4/10 |
| POLLING |
22%
(Low Risk,
Based on 18 votes)
|
25%
(Low Risk,
Based on 74 votes)
|
53%
(Moderate Risk,
Based on 394 votes)
|
26%
(Low Risk,
Based on 210 votes)
|
30%
(Low Risk,
Based on 88 votes)
|
|
GROWTH
by year 2034
|
4.3%
|
6.4%
|
6.7%
|
4.8%
|
6.4%
|
| WAGES |
$66,490
or $31.96 per hour
|
$78,240
or $37.61 per hour
|
$76,950
or $36.99 per hour
|
$69,780
or $33.55 per hour
|
$45,120
or $21.69 per hour
|
|
VOLUME
as of 2024
|
105,930
|
195,490
|
861,140
|
280,590
|
424,220
|
| SNOWFLAKE |
|
|
|
|
|
| DESCRIPTION | Organize activities to raise funds or otherwise solicit and gather monetary donations or other gifts for an organization. May design and produce promotional materials. May also raise awareness of the organization's work, goals, and financial needs. | Plan, direct, or coordinate the activities of a social service program or community outreach organization. Oversee the program or organization's budget and policies regarding participant involvement, program requirements, and benefits. Work may involve directing social workers, counselors, or probation officers. | Research conditions in local, regional, national, or online markets. Gather information to determine potential sales of a product or service, or plan a marketing or advertising campaign. May gather information on competitors, prices, sales, and methods of marketing and distribution. May employ search marketing tactics, analyze web metrics, and develop recommendations to increase search engine ranking and visibility to target markets. | Promote or create an intended public image for individuals, groups, or organizations. May write or select material for release to various communications media. May specialize in using social media. | Assist other social and human service providers in providing client services in a wide variety of fields, such as psychology, rehabilitation, or social work, including support for families. May assist clients in identifying and obtaining available benefits and social and community services. May assist social workers with developing, organizing, and conducting programs to prevent and resolve problems relevant to substance abuse, human relationships, rehabilitation, or dependent care. |
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.