low risk
Preventive Medicine Physiciansvs
53 shared · 38 different
core competencies
medium risk
Regulatory Affairs ManagersSide-by-Side Comparison
Preventive Medicine Physicians leads 3–1| Metric | Preventive Medicine Physicians | Regulatory Affairs Managers |
|---|---|---|
| Risk Score | 24.7% | 31.2% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 18th | 45th |
| Tasks at Risk (>50%) | 5 / 15 | 4 / 15 |
| Median Salary | N/A | $136,550 |
| Employment | N/A | 631K |
Skill Comparison
|
Sorted by largest difference
Medicine and Dentistry
Psychology
Assisting and Caring for Others
Science
Inductive Reasoning
Service OrientationAI-Resistant
Biology
Problem Sensitivity
Clerical
Active LearningAI-Augmented
Complex Problem SolvingAI-Resistant
Learning Strategies
Protective Factors
Higher values indicate stronger protection against AI displacement
Preventive Medicine Physicians
38%
total discount
Regulatory Affairs Managers
33%
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.
Regulatory Affairs Managers
4 of 15 at risk66%Review materials such as marketing literature or user manuals to ensure that regulatory agency requirements are met.
55%Monitor regulatory affairs trends related to environmental issues.
53%Monitor regulatory affairs activities to ensure their alignment with corporate sustainability or green initiatives.
51%Evaluate regulatory affairs aspects that are specifically green, such as the use of toxic substances in packaging, carbon footprinting issues, or green policy implementation.
49%Direct the preparation and submission of regulatory agency applications, reports, or correspondence.
Wage Comparison
Preventive Medicine PhysiciansRegulatory Affairs Managers
10th
N/A$68,860
25th
N/A$100,010
Median
N/A$136,550
75th
N/A$179,190
90th
N/A$227,590
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Preventive Medicine Physicians2028–2035
Regulatory Affairs Managers2028–2035
20242030203520402045
Preventive Medicine Physicians has a longer runway before significant displacement, projected 0 years later than Regulatory Affairs Managers.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Preventive
0
Unique to Regulatory
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Creativity
Decision Complexity
Social Intelligence
Regulatory Barriers
Preventive Medicine PhysiciansRegulatory Affairs Managers