Side-by-Side Comparison
Pathologists leads 3–1| Metric | Pathologists | Geneticists |
|---|---|---|
| Risk Score | 30.0% | 30.4% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 39th | 41th |
| Tasks at Risk (>50%) | 7 / 15 | 6 / 15 |
| Median Salary | N/A | $93,330 |
| Employment | N/A | 60K |
Skill Comparison
|
Sorted by largest difference
Medicine and Dentistry
Evaluating Information to Determine Compliance with Standards
Customer and Personal Service
Public Safety and Security
Monitor Processes, Materials, or Surroundings
Law and Government
Inspecting Equipment, Structures, or Material
MathematicsAI-Vulnerable
Identifying Objects, Actions, and Events
Problem Sensitivity
Psychology
Number Facility
Protective Factors
Higher values indicate stronger protection against AI displacement
Pathologists
37%
total discount
Geneticists
35%
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.
Geneticists
6 of 15 at risk86%Maintain laboratory notebooks that record research methods, procedures, and results.
57%Extract deoxyribonucleic acid (DNA) or perform diagnostic tests involving processes such as gel electrophoresis, Southern blot analysis, and polymerase chain reaction analysis.
55%Create or use statistical models for the analysis of genetic data.
51%Prepare results of experimental findings for presentation at professional conferences or in scientific journals.
51%Attend clinical and research conferences and read scientific literature to keep abreast of technological advances and current genetic research findings.
Wage Comparison
PathologistsGeneticists
10th
N/A$54,500
25th
N/A$67,950
Median
N/A$93,330
75th
N/A$121,350
90th
N/A$159,780
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Pathologists2028–2035
Geneticists2028–2035
20242030203520402045
Pathologists has a longer runway before significant displacement, projected 0 years later than Geneticists.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Pathologists
0
Unique to Geneticists
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Regulatory Barriers
Fine Manipulation
Creativity
Decision Complexity
PathologistsGeneticists