low risk
Preventive Medicine Physiciansvs
58 shared · 33 different
core competencies
medium risk
Medical Scientists, Except EpidemiologistsSide-by-Side Comparison
Preventive Medicine Physicians leads 3–1| Metric | Preventive Medicine Physicians | Medical Scientists, Except Epidemiologists |
|---|---|---|
| Risk Score | 24.7% | 30.2% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 18th | 40th |
| Tasks at Risk (>50%) | 5 / 15 | 4 / 14 |
| Median Salary | N/A | $100,590 |
| Employment | N/A | 156K |
Skill Comparison
|
Sorted by largest difference
Psychology
Medicine and Dentistry
Performing for or Working Directly with the Public
Guiding, Directing, and Motivating Subordinates
Chemistry
Public Safety and Security
Service OrientationAI-Resistant
Customer and Personal Service
Monitor Processes, Materials, or Surroundings
Assisting and Caring for Others
Social PerceptivenessAI-Resistant
Performing Administrative Activities
Protective Factors
Higher values indicate stronger protection against AI displacement
Preventive Medicine Physicians
38%
total discount
Medical Scientists, Except Epidemiologists
35%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Preventive Medicine Physicians
5 of 15 at risk74%Document or review comprehensive patients' histories with an emphasis on occupation or environmental risks.
55%Design or use surveillance tools, such as screening, lab reports, and vital records, to identify health risks.
55%Prepare preventive health reports including problem descriptions, analyses, alternative solutions, and recommendations.
53%Identify groups at risk for specific preventable diseases or injuries.
51%Evaluate the effectiveness of prescribed risk reduction measures or other interventions.
Medical Scientists, Except Epidemiologists
4 of 14 at risk55%Write applications for research grants.
52%Evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.
51%Write and publish articles in scientific journals.
51%Prepare and analyze organ, tissue, and cell samples to identify toxicity, bacteria, or microorganisms or to study cell structure.
49%Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.
Wage Comparison
Preventive Medicine PhysiciansMedical Scientists, Except Epidemiologists
10th
N/A$61,860
25th
N/A$77,260
Median
N/A$100,590
75th
N/A$133,870
90th
N/A$168,210
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Preventive Medicine Physicians2028–2035
Medical Scientists, Except Epidemiologists2028–2035
20242030203520402045
Preventive Medicine Physicians has a longer runway before significant displacement, projected 0 years later than Medical Scientists, Except Epidemiologists.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Preventive
0
Unique to Medical
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Social Intelligence
Fine Manipulation
Regulatory Barriers
Decision Complexity
Preventive Medicine PhysiciansMedical Scientists, Except Epidemiologists