medium risk
Natural Sciences Managersvs
54 shared · 27 different
core competencies
medium risk
Remote Sensing Scientists and TechnologistsSide-by-Side Comparison
Natural Sciences Managers leads 5–0| Metric | Natural Sciences Managers | 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 | $161,180 | $117,960 |
| Employment | 101K | 23K |
Skill Comparison
|
Sorted by largest difference
Geography
Physics
Customer and Personal Service
Interacting With Computers
Management of Personnel Resources
Computers and Electronics
Administration and Management
Chemistry
Law and Government
Communicating with Persons Outside Organization
MathematicsAI-Vulnerable
Speech Clarity
Protective Factors
Higher values indicate stronger protection against AI displacement
Natural Sciences Managers
32%
total discount
Remote Sensing Scientists and Technologists
30%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Natural Sciences Managers
3 of 15 at risk84%Prepare and administer budgets, approve and review expenditures, and prepare financial reports.
53%Conduct own research in field of expertise.
52%Prepare project proposals.
49%Design or coordinate successive phases of problem analysis, solution proposals, or testing.
47%Develop or implement policies, standards, or procedures for the architectural, scientific, or technical work performed to ensure regulatory compliance or operations enhancement.
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 -$43,220(-27%) vs Natural Sciences Managers
Natural Sciences ManagersRemote Sensing Scientists and Technologists
10th
$79,830$61,990
25th
$114,110$82,450
Median
$161,180$117,960
75th
$214,820$154,900
90th
$239,200$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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