Side-by-Side Comparison
Biologists leads 5–0| Metric | Biologists | Hydrologists |
|---|---|---|
| Risk Score | 30.1% | 31.9% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 39th | 50th |
| Tasks at Risk (>50%) | 6 / 15 | 7 / 15 |
| Median Salary | $93,340 | $92,060 |
| Employment | 131K | 6K |
Skill Comparison
|
Sorted by largest difference
Physics
Biology
Engineering and Technology
Geography
Law and Government
Scheduling Work and Activities
Performing General Physical Activities
Science
Clerical
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
MathematicsAI-Vulnerable
Provide Consultation and Advice to Others
Protective Factors
Higher values indicate stronger protection against AI displacement
Biologists
34%
total discount
Hydrologists
32%
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.
Hydrologists
7 of 15 at risk86%Measure and graph phenomena such as lake levels, stream flows, and changes in water volumes.
59%Prepare reports or presentations describing research results, using illustrations, maps, appendices, and other information.
55%Develop computer models for hydrologic predictions.
51%Conduct research and communicate information to promote the conservation and preservation of water resources.
51%Study public water supply issues, including flood and drought risks, water quality, wastewater, and impacts on wetland habitats.
Wage Comparison
Hydrologists earns -$1,280(-1%) vs Biologists
BiologistsHydrologists
10th
$54,120$60,010
25th
$67,720$73,330
Median
$93,340$92,060
75th
$125,990$114,940
90th
$161,990$139,420
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Biologists2028–2035
Hydrologists2028–2035
20242030203520402045
Biologists has a longer runway before significant displacement, projected 0 years later than Hydrologists.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Biologists
$65,245
from $93,340
Hydrologists
$62,739
from $92,060
After adjusting for AI risk, Biologists offers $2,506 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Biologists
0
Unique to Hydrologists
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Regulatory Barriers
Creativity
Social Intelligence
BiologistsHydrologists