Side-by-Side Comparison
Dermatologists leads 3–1| Metric | Internists, General | Dermatologists |
|---|---|---|
| Risk Score | 26.4% | 24.9% |
| Risk Tier | Medium Risk | Low Risk |
| Risk Percentile | 23th | 19th |
| Tasks at Risk (>50%) | 2 / 15 | 4 / 15 |
| Median Salary | N/A | N/A |
| Employment | N/A | N/A |
Skill Comparison
|
Sorted by largest difference
Therapy and Counseling
Performing for or Working Directly with the Public
Scheduling Work and Activities
Developing Objectives and Strategies
Interpreting the Meaning of Information for Others
Psychology
Sociology and Anthropology
Updating and Using Relevant Knowledge
Thinking Creatively
Customer and Personal Service
Analyzing Data or Information
English Language
Protective Factors
Higher values indicate stronger protection against AI displacement
Internists, General
38%
total discount
Dermatologists
36%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Internists, General
2 of 15 at risk65%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.
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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