AI Career Radar

Preventive Medicine Physicians

Apply knowledge of general preventive medicine and public health issues to promote health care to groups or individuals, and aid in the prevention or reduction of risk of disease, injury, disability, or death. May practice population-based medicine or diagnose and treat patients in the context of clinical health promotion and disease prevention.

AI exposure25 / 100Low exposure

Based on O*NET work context for this occupation. This score does not predict individual job losses.

What drives the score

Automation and repetition raise exposure; freedom to set tasks lowers it. Each measure uses a 0–100 scale.

Degree of automation22
Freedom to set tasks80
Repeating the same tasks33
$265,930Median annual wage, U.S.BLS OEWS
+3.4%Jobs, 2025 to 2035 (about average)BLS Employment Projections
73Skill durability (moderate)Transferability, out of 100

How well your skills transfer

Each skill is scored on how well it transfers into occupations that are growing and less exposed. The ones high on both importance and transfer are worth deepening.

Highest transferability first

Both scores out of 100

Skills ranked by transferability. Both scores use a 0–100 scale.
SkillTransferabilityImportance in current role
Active Listening
63
81
Speaking
63
81
Critical Thinking
63
81
Judgment and Decision Making
63
81
Monitoring
63
78
Complex Problem Solving
62
81
Active Learning
62
75
Coordination
62
75
Reading Comprehension
61
85
Time Management
61
63
Show 25 more skills
Skills ranked by transferability. Both scores use a 0–100 scale.
SkillTransferabilityImportance in current role
Writing
60
78
Social Perceptiveness
60
75
Learning Strategies
58
69
Instructing
58
69
Systems Analysis
57
69
Service Orientation
56
69
Systems Evaluation
56
69
Persuasion
54
66
Mathematics
53
53
Science
52
69
Negotiation
52
50
Management of Personnel Resources
50
69
Operations Analysis
49
47
Installation
48
0
Quality Control Analysis
47
35
Management of Financial Resources
47
25
Management of Material Resources
47
19
Technology Design
47
16
Troubleshooting
47
13
Equipment Selection
47
0
Equipment Maintenance
47
0
Operations Monitoring
46
16
Repairing
46
0
Programming
45
13
Operation and Control
43
6

Compare how well you can use each skill in growing, low-exposure occupations with its importance in your current role. How we score skills.

Jobs you could move to

Compare related occupations by skill overlap, retraining effort, pay and projected growth. Choose a priority to adjust the ranking. Licensing requirements may limit some routes.

#1RadiologistsHealthcare
79/100 match
Median pay · U.S.
$420,860
10-yr growth
+3.4%
Skill gap
9%
Retraining
Low

Skills to build: Operations Monitoring, Quality Control Analysis

78/100 match
Median pay · U.S.
$132,300
10-yr growth
+41%
Skill gap
4%
Retraining
Low

Skills to build: Service Orientation, Operations Analysis

#3DermatologistsHealthcare
78/100 match
Median pay · U.S.
$328,730
10-yr growth
+6.8%
Skill gap
3%
Retraining
Low

Skills to build: Service Orientation, Negotiation

76/100 match
Median pay · U.S.
$335,550
10-yr growth
+3.2%
Skill gap
5%
Retraining
Low

Skills to build: Service Orientation, Social Perceptiveness, Negotiation, Active Listening

75/100 match
Median pay · U.S.
$352,220
10-yr growth
+5.6%
Skill gap
11%
Retraining
Low

Skills to build: Operations Monitoring

#6PsychiatristsHealthcare
75/100 match
Median pay · U.S.
$281,870
10-yr growth
+7.2%
Skill gap
3%
Retraining
Low

Skills to build: Active Listening, Social Perceptiveness, Service Orientation, Critical Thinking

A second source of income, before you need it

This page can tell you where Preventive Medicine Physicians could go and what the move costs. The other route is not a move at all: something small of your own, running alongside the job, started while there is no pressure on it.

Where to learn the missing half: Google Career Certificates for systems analysis · active learning, LinkedIn Learning for writing · speaking, edX for mathematics · reading and PlanetNoCode for complex problem solving. Some of those are affiliate links. It never changes what we list.

Snapshot: O*NET 31.0, BLS OEWS May 2025, BLS Employment Projections 2025-2035. Scoring v2.1.0-onet-31.0. Method on the how it works page.