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 |
19%
Minimal Risk
|
9%
Minimal Risk
|
10%
Minimal Risk
|
10%
Minimal Risk
|
10%
Minimal Risk
|
10%
Minimal Risk
|
| JOB SCORE | 7.2/10 | 7.5/10 | 8.5/10 | 8.1/10 | 6.3/10 | 6.8/10 |
| POLLING |
34%
(Low Risk,
Based on 37 votes)
|
31%
(Low Risk,
Based on 105 votes)
|
35%
(Low Risk,
Based on 126 votes)
|
24%
(Low Risk,
Based on 137 votes)
|
30%
(Low Risk,
Based on 46 votes)
|
26%
(Low Risk,
Based on 77 votes)
|
|
GROWTH
by year 2034
|
9.3%
|
16.2%
|
23.2%
|
7.7%
|
1.2%
|
1.2%
|
| WAGES |
$98,910
or $47.55 per hour
|
$83,980
or $40.37 per hour
|
$117,960
or $56.71 per hour
|
$68,090
or $32.73 per hour
|
$93,330
or $44.87 per hour
|
$93,330
or $44.87 per hour
|
|
VOLUME
as of 2024
|
3,510
|
11,460
|
565,840
|
185,940
|
59,710
|
59,710
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Assess individual or family risk for a variety of inherited conditions, such as genetic disorders and birth defects. Provide information to other healthcare providers or to individuals and families concerned with the risk of inherited conditions. Advise individuals and families to support informed decisionmaking and coping methods for those at risk. May help conduct research related to genetic conditions or genetic counseling. | Investigate and describe the determinants and distribution of disease, disability, or health outcomes. May develop the means for prevention and control. | Plan, direct, or coordinate medical and health services in hospitals, clinics, managed care organizations, public health agencies, or similar organizations. | Provide individuals, families, and groups with the psychosocial support needed to cope with chronic, acute, or terminal illnesses. Services include advising family caregivers. Provide patients with information and counseling, and make referrals for other services. May also provide case and care management or interventions designed to promote health, prevent disease, and address barriers to access to healthcare. | Research and study the inheritance of traits at the molecular, organism or population level. May evaluate or treat patients with genetic disorders. | Research and study cellular molecules and organelles to understand cell function and organization. |
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.