medium risk
Soil and Plant Scientistsvs
61 shared · 16 different
core competencies
medium risk
Remote Sensing Scientists and TechnologistsSide-by-Side Comparison
Soil and Plant Scientists leads 4–1| Metric | Soil and Plant Scientists | Remote Sensing Scientists and Technologists |
|---|---|---|
| Risk Score | 27.3% | 34.4% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 26th | 64th |
| Tasks at Risk (>50%) | 3 / 15 | 7 / 15 |
| Median Salary | $71,410 | $117,960 |
| Employment | 17K | 23K |
Skill Comparison
|
Sorted by largest difference
Geography
Biology
Chemistry
Computers and Electronics
Education and Training
Physics
Organizing, Planning, and Prioritizing Work
Mathematical Reasoning
Scheduling Work and Activities
Active LearningAI-Augmented
Establishing and Maintaining Interpersonal Relationships
Interacting With Computers
Protective Factors
Higher values indicate stronger protection against AI displacement
Soil and Plant Scientists
32%
total discount
Remote Sensing Scientists and Technologists
30%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
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 +$46,550(+65%) vs Soil and Plant Scientists
Soil and Plant ScientistsRemote Sensing Scientists and Technologists
10th
$45,320$61,990
25th
$57,950$82,450
Median
$71,410$117,960
75th
$98,110$154,900
90th
$131,440$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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