medium risk
Mathematiciansvs
59 shared · 11 different
core competencies
medium risk
Remote Sensing Scientists and TechnologistsSide-by-Side Comparison
Remote Sensing Scientists and Technologists leads 3–2| Metric | Mathematicians | Remote Sensing Scientists and Technologists |
|---|---|---|
| Risk Score | 37.0% | 34.4% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 72th | 64th |
| Tasks at Risk (>50%) | 6 / 11 | 7 / 15 |
| Median Salary | $121,680 | $117,960 |
| Employment | 2K | 23K |
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
Mathematicians
29%
total discount
Remote Sensing Scientists and Technologists
30%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
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 -$3,720(-3%) vs Mathematicians
MathematiciansRemote Sensing Scientists and Technologists
10th
$63,430$61,990
25th
$85,720$82,450
Median
$121,680$117,960
75th
$153,340$154,900
90th
$187,660$191,880
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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