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 |
12%
Minimal Risk
|
7%
Minimal Risk
|
10%
Minimal Risk
|
19%
Minimal Risk
|
15%
Minimal Risk
|
| JOB SCORE | 6.6/10 | 7.1/10 | 8.1/10 | 7.3/10 | 7.3/10 |
| POLLING |
27%
(Low Risk,
Based on 147 votes)
|
19.3%
(Minimal Risk,
Based on 168 votes)
|
26%
(Low Risk,
Based on 756 votes)
|
38%
(Low Risk,
Based on 146 votes)
|
29%
(Low Risk,
Based on 133 votes)
|
|
GROWTH
by year 2034
|
0.7%
|
3.4%
|
11.2%
|
10.8%
|
3.5%
|
| WAGES |
$86,930
or $41.79 per hour
|
$58,570
or $28.16 per hour
|
$95,830
or $46.07 per hour
|
$65,850
or $31.66 per hour
|
$65,140
or $31.31 per hour
|
|
VOLUME
as of 2024
|
63,830
|
382,960
|
72,190
|
436,610
|
342,350
|
| SNOWFLAKE |
|
|
|
|
|
| DESCRIPTION | Diagnose and implement individual or schoolwide interventions or strategies to address educational, behavioral, or developmental issues that adversely impact educational functioning in a school. May address student learning and behavioral problems and counsel students or families. May design and implement performance plans, and evaluate performance. May consult with other school-based personnel. | Provide social services and assistance to improve the social and psychological functioning of children and their families and to maximize the family well-being and the academic functioning of children. May assist parents, arrange adoptions, and find foster homes for abandoned or abused children. In schools, they address such problems as teenage pregnancy, misbehavior, and truancy. May also advise teachers. | Assess, diagnose, and treat mental and emotional disorders of individuals through observation, interview, and psychological tests. Help individuals with distress or maladjustment understand their problems through their knowledge of case history, interviews with patients, and theory. Provide individual or group counseling services to assist individuals in achieving more effective personal, social, educational, and vocational development and adjustment. May design behavior modification programs and consult with medical personnel regarding the best treatment for patients. | 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. | Advise and assist students and provide educational and vocational guidance services. |
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.