Takeover Tracker

27%medium risk
Hospitalists
vs

64 shared · 19 different

core competencies

25%low risk
Dermatologists

Side-by-Side Comparison

MetricHospitalistsDermatologists
Risk Score27.0%24.9%
Risk TierMedium RiskLow Risk
Risk Percentile25th19th
Tasks at Risk (>50%)3 / 144 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Arm-Hand Steadiness
Therapy and Counseling
Establishing and Maintaining Interpersonal Relationships
Monitor Processes, Materials, or Surroundings
Assisting and Caring for Others
Psychology
Resolving Conflicts and Negotiating with Others
Organizing, Planning, and Prioritizing Work
Performing for or Working Directly with the Public
Chemistry
Interpreting the Meaning of Information for Others
Social PerceptivenessAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Hospitalists

36%

total discount

Dermatologists

36%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Hospitalists

3 of 14 at risk
85%Write patient discharge summaries and send them to primary care physicians.
51%Refer patients to medical specialists, social services or other professionals as appropriate.
51%Order or interpret the results of tests such as laboratory tests and radiographs (x-rays).
49%Participate in continuing education activities to maintain or enhance knowledge and skills.
43%Conduct discharge planning and discharge patients.

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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Hospitalists: Not yetDermatologists: Not yet