Side-by-Side Comparison
Microbiologists leads 4–1| Metric | Biologists | Microbiologists |
|---|---|---|
| Risk Score | 30.1% | 29.1% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 39th | 34th |
| Tasks at Risk (>50%) | 6 / 15 | 5 / 14 |
| Median Salary | $93,340 | $87,330 |
| Employment | 131K | 20K |
Skill Comparison
|
Sorted by largest difference
Performing General Physical Activities
Customer and Personal Service
Law and Government
Provide Consultation and Advice to Others
Communicating with Persons Outside Organization
Estimating the Quantifiable Characteristics of Products, Events, or Information
Developing Objectives and Strategies
Thinking Creatively
Education and Training
Coordinating the Work and Activities of Others
Scheduling Work and Activities
MathematicsAI-Vulnerable
Protective Factors
Higher values indicate stronger protection against AI displacement
Biologists
34%
total discount
Microbiologists
33%
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.
Microbiologists
5 of 14 at risk73%Prepare technical reports and recommendations based upon research outcomes.
55%Conduct chemical analyses of substances such as acids, alcohols, and enzymes.
52%Research use of bacteria and microorganisms to develop vitamins, antibiotics, amino acids, grain alcohol, sugars, and polymers.
51%Study growth, structure, development, and general characteristics of bacteria and other microorganisms to understand their relationship to human, plant, and animal health.
51%Study the structure and function of human, animal, and plant tissues, cells, pathogens and toxins.
Wage Comparison
Microbiologists earns -$6,010(-6%) vs Biologists
BiologistsMicrobiologists
10th
$54,120$51,220
25th
$67,720$63,920
Median
$93,340$87,330
75th
$125,990$120,750
90th
$161,990$150,650
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Biologists2028–2035
Microbiologists2028–2035
20242030203520402045
Microbiologists has a longer runway before significant displacement, projected 0 years later than Biologists.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Biologists
$65,245
from $93,340
Microbiologists
$61,961
from $87,330
After adjusting for AI risk, Biologists offers $3,284 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Biologists
0
Unique to Microbiologists
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Decision Complexity
Creativity
Social Intelligence
Regulatory Barriers
BiologistsMicrobiologists