Takeover Tracker

vs

72 shared · 18 different

core competencies

27%medium risk
Hospitalists

Side-by-Side Comparison

MetricAllergists and ImmunologistsHospitalists
Risk Score24.6%27.0%
Risk TierLow RiskMedium Risk
Risk Percentile18th25th
Tasks at Risk (>50%)4 / 153 / 14
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Developing Objectives and Strategies
Administration and Management
Personnel and Human Resources
Communicating with Persons Outside Organization
Scheduling Work and Activities
Evaluating Information to Determine Compliance with Standards
Monitoring and Controlling Resources
Inspecting Equipment, Structures, or Material
Updating and Using Relevant Knowledge
Education and Training
Provide Consultation and Advice to Others
Communicating with Supervisors, Peers, or Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Allergists and Immunologists

37%

total discount

Hospitalists

36%

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.

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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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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