medium risk
Biologistsvs
61 shared · 24 different
core competencies
medium risk
Remote Sensing Scientists and TechnologistsSide-by-Side Comparison
Biologists leads 4–1| Metric | Biologists | Remote Sensing Scientists and Technologists |
|---|---|---|
| Risk Score | 30.1% | 34.4% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 39th | 64th |
| Tasks at Risk (>50%) | 6 / 15 | 7 / 15 |
| Median Salary | $93,340 | $117,960 |
| Employment | 131K | 23K |
Skill Comparison
|
Sorted by largest difference
Geography
Biology
Monitor Processes, Materials, or Surroundings
Law and Government
Chemistry
Resolving Conflicts and Negotiating with Others
Inspecting Equipment, Structures, or Material
Scheduling Work and Activities
Provide Consultation and Advice to Others
Clerical
Physics
Computers and Electronics
Protective Factors
Higher values indicate stronger protection against AI displacement
Biologists
34%
total discount
Remote Sensing Scientists and Technologists
30%
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.
Remote Sensing Scientists and Technologists
7 of 15 at risk86%Process aerial or satellite imagery to create products such as land cover maps.
64%Organize and maintain geospatial data and associated documentation.
55%Manage or analyze data obtained from remote sensing systems to obtain meaningful results.
55%Analyze data acquired from aircraft, satellites, or ground-based platforms, using statistical analysis software, image analysis software, or Geographic Information Systems (GIS).
55%Apply remote sensing data or techniques, such as surface water modeling or dust cloud detection, to address environmental issues.
Wage Comparison
Remote Sensing Scientists and Technologists earns +$24,620(+26%) vs Biologists
BiologistsRemote Sensing Scientists and Technologists
10th
$54,120$61,990
25th
$67,720$82,450
Median
$93,340$117,960
75th
$125,990$154,900
90th
$161,990$191,880
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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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