Takeover Tracker

vs

75 shared · 20 different

core competencies

Side-by-Side Comparison

MetricAllergists and ImmunologistsPreventive Medicine Physicians
Risk Score24.6%24.7%
Risk TierLow RiskLow Risk
Risk Percentile18th18th
Tasks at Risk (>50%)4 / 155 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Assisting and Caring for Others
Documenting/Recording Information
Management of Personnel Resources
Customer and Personal Service
Inspecting Equipment, Structures, or Material
Law and Government
Guiding, Directing, and Motivating Subordinates
Service OrientationAI-Resistant
Developing and Building Teams
Sociology and Anthropology
Provide Consultation and Advice to Others
Coordinating the Work and Activities of Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Allergists and Immunologists

37%

total discount

Preventive Medicine Physicians

38%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Allergists and Immunologists

4 of 15 at risk
87%Document patients' medical histories.
55%Engage in self-directed learning and continuing education activities.
53%Develop individualized treatment plans for patients, considering patient preferences, clinical data, or the risks and benefits of therapies.
51%Conduct laboratory or clinical research on allergy or immunology topics.
50%Interpret diagnostic test results to make appropriate differential diagnoses.

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.

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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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Allergists and Immunologists: Not yetPreventive Medicine Physicians: Not yet