Takeover Tracker

26%medium risk
Internists, General
vs

64 shared · 23 different

core competencies

27%medium risk
Hospitalists

Side-by-Side Comparison

MetricInternists, GeneralHospitalists
Risk Score26.4%27.0%
Risk TierMedium RiskMedium Risk
Risk Percentile23th25th
Tasks at Risk (>50%)2 / 153 / 14
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Scheduling Work and Activities
Sociology and Anthropology
Developing Objectives and Strategies
Administration and Management
Science
Customer and Personal Service
English Language
Monitoring and Controlling Resources
Biology
Therapy and Counseling
Performing for or Working Directly with the Public
Public Safety and Security

Protective Factors

Higher values indicate stronger protection against AI displacement

Internists, General

38%

total discount

Hospitalists

36%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Internists, General

2 of 15 at risk
65%Collect, record, and maintain patient information, such as medical history, reports, or examination results.
53%Monitor patients' conditions and progress and reevaluate treatments as necessary.
49%Make diagnoses when different illnesses occur together or in situations where the diagnosis may be obscure.
49%Refer patient to medical specialist or other practitioner when necessary.
49%Analyze records, reports, test results, or examination information to diagnose medical condition of patient.

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.

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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