medium risk
Remote Sensing Scientists and Technologistsvs
59 shared · 11 different
core competencies
medium risk
MathematiciansSide-by-Side Comparison
Remote Sensing Scientists and Technologists leads 3–2| Metric | Remote Sensing Scientists and Technologists | Mathematicians |
|---|---|---|
| Risk Score | 34.4% | 37.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 64th | 72th |
| Tasks at Risk (>50%) | 7 / 15 | 6 / 11 |
| Median Salary | $117,960 | $121,680 |
| Employment | 23K | 2K |
Skill Comparison
|
Sorted by largest difference
MathematicsAI-Vulnerable
Mathematical Reasoning
MathematicsAI-Vulnerable
Number Facility
Active LearningAI-Augmented
Operations Analysis
MonitoringAI-Augmented
Evaluating Information to Determine Compliance with Standards
Originality
Engineering and Technology
Monitor Processes, Materials, or Surroundings
Protective Factors
Higher values indicate stronger protection against AI displacement
Remote Sensing Scientists and Technologists
30%
total discount
Mathematicians
29%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
Mathematicians
6 of 11 at risk87%Perform computations and apply methods of numerical analysis to data.
54%Conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.
52%Develop new principles and new relationships between existing mathematical principles to advance mathematical science.
51%Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.
51%Design, analyze, and decipher encryption systems designed to transmit military, political, financial, or law-enforcement-related information in code.
Wage Comparison
Mathematicians earns +$3,720(+3%) vs Remote Sensing Scientists and Technologists
Remote Sensing Scientists and TechnologistsMathematicians
10th
$61,990$63,430
25th
$82,450$85,720
Median
$117,960$121,680
75th
$154,900$153,340
90th
$191,880$187,660
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Risk-adjusted salary comparison
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