Takeover Tracker

17%low risk
Surgeons
vs

76 shared · 29 different

core competencies

Side-by-Side Comparison

MetricSurgeonsAnesthesiologists
Risk Score17.5%20.4%
Risk TierLow RiskLow Risk
Risk Percentile3th8th
Tasks at Risk (>50%)3 / 132 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Manual DexterityAI-Resistant
Inspecting Equipment, Structures, or Material
Therapy and Counseling
English Language
Customer and Personal Service
Controlling Machines and Processes
Personnel and Human Resources
Evaluating Information to Determine Compliance with Standards
Visualization
Education and Training
Monitor Processes, Materials, or Surroundings
Finger Dexterity

Protective Factors

Higher values indicate stronger protection against AI displacement

Surgeons

41%

total discount

Anesthesiologists

39%

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.

Anesthesiologists

2 of 15 at risk
87%Record type and amount of anesthesia and patient condition throughout procedure.
84%Order laboratory tests, x-rays, and other diagnostic procedures.
49%Manage anesthesiological services, coordinating them with other medical activities and formulating plans and procedures.
43%Examine patient, obtain medical history, and use diagnostic tests to determine risk during surgical, obstetrical, and other medical procedures.
43%Decide when patients have recovered or stabilized enough to be sent to another room or ward or to be sent home following outpatient surgery.

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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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