Takeover Tracker

17%low risk
Surgeons
vs

73 shared · 23 different

core competencies

26%medium risk
Internists, General

Side-by-Side Comparison

MetricSurgeonsInternists, General
Risk Score17.5%26.4%
Risk TierLow RiskMedium Risk
Risk Percentile3th23th
Tasks at Risk (>50%)3 / 132 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Manual DexterityAI-Resistant
Arm-Hand Steadiness
Finger Dexterity
Sociology and Anthropology
Therapy and Counseling
Psychology
Visualization
Selective Attention
Estimating the Quantifiable Characteristics of Products, Events, or Information
Biology
Performing General Physical Activities
Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Surgeons

41%

total discount

Internists, General

38%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Surgeons

3 of 13 at risk
86%Manage surgery services, including planning, scheduling and coordination, determination of procedures, or procurement of supplies and equipment.
73%Prepare case histories.
51%Conduct research to develop and test surgical techniques that can improve operating procedures and outcomes.
49%Refer patient to medical specialist or other practitioners when necessary.
49%Examine instruments, equipment, and operating room to ensure sterility.

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.

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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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Surgeons: Not yetInternists, General: Not yet