medium risk
Biologistsvs
75 shared · 12 different
core competencies
medium risk
Soil and Plant ScientistsSide-by-Side Comparison
Soil and Plant Scientists leads 4–1| Metric | Biologists | Soil and Plant Scientists |
|---|---|---|
| Risk Score | 30.1% | 27.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 39th | 26th |
| Tasks at Risk (>50%) | 6 / 15 | 3 / 15 |
| Median Salary | $93,340 | $71,410 |
| Employment | 131K | 17K |
Skill Comparison
|
Sorted by largest difference
Education and Training
Law and Government
Monitor Processes, Materials, or Surroundings
Provide Consultation and Advice to Others
Performing General Physical Activities
Evaluating Information to Determine Compliance with Standards
Monitoring and Controlling Resources
Inspecting Equipment, Structures, or Material
Resolving Conflicts and Negotiating with Others
Mathematical Reasoning
Science
Performing for or Working Directly with the Public
Protective Factors
Higher values indicate stronger protection against AI displacement
Biologists
34%
total discount
Soil and Plant Scientists
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 Plant Scientists
3 of 15 at risk52%Develop new or improved methods or products for controlling or eliminating weeds, crop diseases, or insect pests.
51%Develop environmentally safe methods or products for controlling or eliminating weeds, crop diseases, or insect pests.
50%Conduct research to determine best methods of planting, spraying, cultivating, harvesting, storing, processing, or transporting horticultural products.
49%Identify or classify species of insects or allied forms, such as mites or spiders.
49%Conduct experiments to develop new or improved varieties of field crops, focusing on characteristics such as yield, quality, disease resistance, nutritional value, or adaptation to specific soils or climates.
Wage Comparison
Soil and Plant Scientists earns -$21,930(-23%) vs Biologists
BiologistsSoil and Plant Scientists
10th
$54,120$45,320
25th
$67,720$57,950
Median
$93,340$71,410
75th
$125,990$98,110
90th
$161,990$131,440
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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