medium risk
Astronomersvs
54 shared · 22 different
core competencies
medium risk
Remote Sensing Scientists and TechnologistsSide-by-Side Comparison
Astronomers leads 5–0| Metric | Astronomers | Remote Sensing Scientists and Technologists |
|---|---|---|
| Risk Score | 28.9% | 34.4% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 33th | 64th |
| Tasks at Risk (>50%) | 4 / 15 | 7 / 15 |
| Median Salary | $132,170 | $117,960 |
| Employment | 2K | 23K |
Skill Comparison
|
Sorted by largest difference
Physics
MathematicsAI-Vulnerable
Thinking Creatively
Getting Information
Analyzing Data or Information
Active LearningAI-Augmented
Training and Teaching Others
Making Decisions and Solving Problems
Evaluating Information to Determine Compliance with Standards
Chemistry
Interpreting the Meaning of Information for Others
Far Vision
Protective Factors
Higher values indicate stronger protection against AI displacement
Astronomers
29%
total discount
Remote Sensing Scientists and Technologists
30%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Astronomers
4 of 15 at risk51%Present research findings at scientific conferences and in papers written for scientific journals.
51%Measure radio, infrared, gamma, and x-ray emissions from extraterrestrial sources.
51%Develop theories based on personal observations or on observations and theories of other astronomers.
51%Develop instrumentation and software for astronomical observation and analysis.
49%Study celestial phenomena, using a variety of ground-based and space-borne telescopes and scientific instruments.
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 -$14,210(-11%) vs Astronomers
AstronomersRemote Sensing Scientists and Technologists
10th
$70,730$61,990
25th
$94,990$82,450
Median
$132,170$117,960
75th
$177,690$154,900
90th
$191,880$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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