Side-by-Side Comparison
Biologists leads 4–0| Metric | Biologists | Geneticists |
|---|---|---|
| Risk Score | 30.1% | 30.4% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 39th | 41th |
| Tasks at Risk (>50%) | 6 / 15 | 6 / 15 |
| Median Salary | $93,340 | $93,330 |
| Employment | 131K | 60K |
Skill Comparison
|
Sorted by largest difference
Law and Government
Monitor Processes, Materials, or Surroundings
Evaluating Information to Determine Compliance with Standards
Scheduling Work and Activities
Education and Training
Estimating the Quantifiable Characteristics of Products, Events, or Information
Assisting and Caring for Others
Inspecting Equipment, Structures, or Material
Customer and Personal Service
Developing Objectives and Strategies
Judging the Qualities of Things, Services, or People
Science
Protective Factors
Higher values indicate stronger protection against AI displacement
Biologists
34%
total discount
Geneticists
35%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Biologists
6 of 15 at risk75%Prepare requests for proposals or statements of work.
59%Program and use computers to store, process, and analyze data.
55%Write grant proposals to obtain funding for biological research.
51%Identify, classify, and study structure, behavior, ecology, physiology, nutrition, culture, and distribution of plant and animal species.
51%Prepare technical and research reports, such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public.
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
Geneticists earns -$10(0%) vs Biologists
BiologistsGeneticists
10th
$54,120$54,500
25th
$67,720$67,950
Median
$93,340$93,330
75th
$125,990$121,350
90th
$161,990$159,780
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Biologists2028–2035
Geneticists2028–2035
20242030203520402045
Biologists has a longer runway before significant displacement, projected 0 years later than Geneticists.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Biologists
$65,245
from $93,340
Geneticists
$64,958
from $93,330
After adjusting for AI risk, Biologists offers $287 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Biologists
0
Unique to Geneticists
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Social Intelligence
Creativity
Regulatory Barriers
BiologistsGeneticists