low risk
Preventive Medicine Physiciansvs
59 shared · 32 different
core competencies
medium risk
PsychiatristsSide-by-Side Comparison
Preventive Medicine Physicians leads 3–1| Metric | Preventive Medicine Physicians | Psychiatrists |
|---|---|---|
| Risk Score | 24.7% | 27.3% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 18th | 26th |
| Tasks at Risk (>50%) | 5 / 15 | 4 / 13 |
| Median Salary | N/A | N/A |
| Employment | N/A | N/A |
Skill Comparison
|
Sorted by largest difference
Therapy and Counseling
Assisting and Caring for Others
Psychology
Monitoring and Controlling Resources
Communicating with Persons Outside Organization
Coordinating the Work and Activities of Others
MathematicsAI-Vulnerable
Guiding, Directing, and Motivating Subordinates
Administration and Management
Law and Government
Performing for or Working Directly with the Public
Selling or Influencing Others
Protective Factors
Higher values indicate stronger protection against AI displacement
Preventive Medicine Physicians
38%
total discount
Psychiatrists
37%
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.
Psychiatrists
4 of 13 at risk88%Gather and maintain patient information and records, including social or medical history obtained from patients, relatives, or other professionals.
86%Prepare and submit case reports or summaries to government or mental health agencies.
57%Design individualized care plans, using a variety of treatments.
51%Teach, take continuing education classes, attend conferences or seminars, or conduct research and publish findings to increase understanding of mental, emotional, or behavioral states or disorders.
49%Analyze and evaluate patient data or test findings to diagnose nature or extent of mental disorder.
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Preventive Medicine Physicians: Not yetPsychiatrists: Not yet