Takeover Tracker

vs

66 shared · 24 different

core competencies

30%medium risk
Epidemiologists

Side-by-Side Comparison

MetricPreventive Medicine PhysiciansEpidemiologists
Risk Score24.7%29.8%
Risk TierLow RiskMedium Risk
Risk Percentile18th38th
Tasks at Risk (>50%)5 / 154 / 15
Median SalaryN/A$83,980
EmploymentN/A11K

Skill Comparison

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Sorted by largest difference

Medicine and Dentistry
Psychology
Selling or Influencing Others
Performing for or Working Directly with the Public
Processing Information
Biology
Service OrientationAI-Resistant
Public Safety and Security
Resolving Conflicts and Negotiating with Others
Evaluating Information to Determine Compliance with Standards
Guiding, Directing, and Motivating Subordinates
Law and Government

Protective Factors

Higher values indicate stronger protection against AI displacement

Preventive Medicine Physicians

38%

total discount

Epidemiologists

33%

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.

Epidemiologists

4 of 15 at risk
85%Monitor and report incidents of infectious diseases to local and state health agencies.
53%Write grant applications for funding epidemiologic research.
53%Write articles for publication in professional journals.
51%Provide expertise in the design, management and evaluation of study protocols and health status questionnaires, sample selection, and analysis.
49%Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.

Wage Comparison

Preventive Medicine PhysiciansEpidemiologists
10th
N/A$56,950
25th
N/A$68,040
Median
N/A$83,980
75th
N/A$106,040
90th
N/A$134,860

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Combined protective factor strategy
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