Takeover Tracker

29%medium risk
Astronomers
vs

54 shared · 22 different

core competencies

Side-by-Side Comparison

MetricAstronomersRemote Sensing Scientists and Technologists
Risk Score28.9%34.4%
Risk TierMedium RiskMedium Risk
Risk Percentile33th64th
Tasks at Risk (>50%)4 / 157 / 15
Median Salary$132,170$117,960
Employment2K23K

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 risk
51%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 risk
86%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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