Side-by-Side Comparison
Surgeons leads 4–0| Metric | Surgeons | Dermatologists |
|---|---|---|
| Risk Score | 17.5% | 24.9% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 3th | 19th |
| Tasks at Risk (>50%) | 3 / 13 | 4 / 15 |
| Median Salary | N/A | N/A |
| Employment | N/A | N/A |
Skill Comparison
|
Sorted by largest difference
Manual DexterityAI-Resistant
Controlling Machines and Processes
Education and Training
Complex Problem SolvingAI-Resistant
Thinking Creatively
Performing for or Working Directly with the Public
Interpreting the Meaning of Information for Others
Updating and Using Relevant Knowledge
Making Decisions and Solving Problems
Customer and Personal Service
Developing Objectives and Strategies
Control Precision
Protective Factors
Higher values indicate stronger protection against AI displacement
Surgeons
41%
total discount
Dermatologists
36%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Surgeons
3 of 13 at risk86%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.
Dermatologists
4 of 15 at risk86%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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Surgeons: Not yetDermatologists: Not yet