medium risk
Biologistsvs
60 shared · 31 different
core competencies
medium risk
Soil and Water ConservationistsSide-by-Side Comparison
Biologists leads 4–1| Metric | Biologists | Soil and Water Conservationists |
|---|---|---|
| Risk Score | 30.1% | 31.9% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 39th | 50th |
| Tasks at Risk (>50%) | 6 / 15 | 4 / 15 |
| Median Salary | $93,340 | $67,950 |
| Employment | 131K | 26K |
Skill Comparison
|
Sorted by largest difference
Biology
Analyzing Data or Information
Processing Information
Science
Developing Objectives and Strategies
Thinking Creatively
MathematicsAI-Vulnerable
Estimating the Quantifiable Characteristics of Products, Events, or Information
Category Flexibility
Updating and Using Relevant Knowledge
Training and Teaching Others
Documenting/Recording Information
Protective Factors
Higher values indicate stronger protection against AI displacement
Biologists
34%
total discount
Soil and Water Conservationists
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.
Soil and Water Conservationists
4 of 15 at risk84%Compute design specifications for implementation of conservation practices, using survey or field information, technical guides or engineering manuals.
57%Gather information from geographic information systems (GIS) databases or applications to formulate land use recommendations.
55%Develop soil maps.
51%Plan soil management or conservation practices, such as crop rotation, reforestation, permanent vegetation, contour plowing, or terracing, to maintain soil or conserve water.
49%Monitor projects during or after construction to ensure projects conform to design specifications.
Wage Comparison
Soil and Water Conservationists earns -$25,390(-27%) vs Biologists
BiologistsSoil and Water Conservationists
10th
$54,120$45,260
25th
$67,720$53,190
Median
$93,340$67,950
75th
$125,990$87,980
90th
$161,990$107,720
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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