Side-by-Side Comparison
Dermatologists leads 4–0| Metric | Pathologists | Dermatologists |
|---|---|---|
| Risk Score | 30.0% | 24.9% |
| Risk Tier | Medium Risk | Low Risk |
| Risk Percentile | 39th | 19th |
| Tasks at Risk (>50%) | 7 / 15 | 4 / 15 |
| Median Salary | N/A | N/A |
| Employment | N/A | N/A |
Skill Comparison
|
Sorted by largest difference
Biology
Computers and Electronics
Clerical
Chemistry
English Language
Assisting and Caring for Others
Education and Training
Interpreting the Meaning of Information for Others
Personnel and Human Resources
Thinking Creatively
Communicating with Persons Outside Organization
Updating and Using Relevant Knowledge
Protective Factors
Higher values indicate stronger protection against AI displacement
Pathologists
37%
total discount
Dermatologists
36%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Pathologists
7 of 15 at risk85%Write pathology reports summarizing analyses, results, and conclusions.
73%Manage medical laboratories.
57%Conduct genetic analyses of deoxyribonucleic acid (DNA) or chromosomes to diagnose small biopsies and cell samples.
55%Identify the etiology, pathogenesis, morphological change, and clinical significance of diseases.
53%Review cases by analyzing autopsies, laboratory findings, or case investigation reports.
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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Displacement Timeline Comparison
Pathologists2028–2035
Dermatologists2028–2035
20242030203520402045
Dermatologists has a longer runway before significant displacement, projected 0 years later than Pathologists.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Pathologists
0
Unique to Dermatologists
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Creativity
Fine Manipulation
Social Intelligence
Regulatory Barriers
PathologistsDermatologists