Takeover Tracker

vs

36 shared · 54 different

core competencies

25%low risk
Dermatologists

Side-by-Side Comparison

MetricPreventive Medicine PhysiciansDermatologists
Risk Score24.7%24.9%
Risk TierLow RiskLow Risk
Risk Percentile18th19th
Tasks at Risk (>50%)5 / 154 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Developing Objectives and Strategies
Establishing and Maintaining Interpersonal Relationships
Communicating with Persons Outside Organization
Interpreting the Meaning of Information for Others
Resolving Conflicts and Negotiating with Others
Law and Government
Complex Problem SolvingAI-Resistant
Analyzing Data or Information
Thinking Creatively
Developing and Building Teams
Learning Strategies
Administration and Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Preventive Medicine Physicians

38%

total discount

Dermatologists

36%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Preventive Medicine Physicians

5 of 15 at risk
74%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.

Dermatologists

4 of 15 at risk
86%Record patients' health histories.
54%Conduct complete skin examinations.
51%Refer patients to other specialists, as needed.
50%Recommend diagnostic tests based on patients' histories and physical examination findings.
49%Diagnose and treat pigmented lesions such as common acquired nevi, congenital nevi, dysplastic nevi, Spitz nevi, blue nevi, or melanoma.

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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 yetDermatologists: Not yet