Side-by-Side Comparison
Epidemiologists leads 4–1| Metric | Geneticists | Epidemiologists |
|---|---|---|
| Risk Score | 30.4% | 29.8% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 41th | 38th |
| Tasks at Risk (>50%) | 6 / 15 | 4 / 15 |
| Median Salary | $93,330 | $83,980 |
| Employment | 60K | 11K |
Skill Comparison
|
Sorted by largest difference
Biology
Sociology and Anthropology
Analyzing Data or Information
Training and Teaching Others
Science
Systems Evaluation
Interacting With Computers
Provide Consultation and Advice to Others
MathematicsAI-Vulnerable
Education and Training
Monitoring and Controlling Resources
Communicating with Persons Outside Organization
Protective Factors
Higher values indicate stronger protection against AI displacement
Geneticists
35%
total discount
Epidemiologists
33%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
Epidemiologists
4 of 15 at risk85%Monitor and report incidents of infectious diseases to local and state health agencies.
53%Write grant applications for funding epidemiologic research.
53%Write articles for publication in professional journals.
51%Provide expertise in the design, management and evaluation of study protocols and health status questionnaires, sample selection, and analysis.
49%Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.
Wage Comparison
Epidemiologists earns -$9,350(-10%) vs Geneticists
GeneticistsEpidemiologists
10th
$54,500$56,950
25th
$67,950$68,040
Median
$93,330$83,980
75th
$121,350$106,040
90th
$159,780$134,860
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Geneticists2028–2035
Epidemiologists2028–2035
20242030203520402045
Epidemiologists has a longer runway before significant displacement, projected 0 years later than Geneticists.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Geneticists
$64,958
from $93,330
Epidemiologists
$58,954
from $83,980
After adjusting for AI risk, Geneticists offers $6,004 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Geneticists
0
Unique to Epidemiologists
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Regulatory Barriers
Decision Complexity
Social Intelligence
GeneticistsEpidemiologists