Takeover Tracker

Side-by-Side Comparison

MetricAtmospheric, Earth, Marine, and Space Sciences Teachers, PostsecondaryRemote Sensing Scientists and Technologists
Risk Score31.6%34.4%
Risk TierMedium RiskMedium Risk
Risk Percentile48th64th
Tasks at Risk (>50%)8 / 157 / 15
Median Salary$101,390$117,960
Employment11K23K

Skill Comparison

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Sorted by largest difference

Chemistry
Education and Training
Geography
Training and Teaching Others
Speech Clarity
Thinking Creatively
Estimating the Quantifiable Characteristics of Products, Events, or Information
InstructingAI-Resistant
Learning Strategies
Making Decisions and Solving Problems
Speaking
Interpreting the Meaning of Information for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary

31%

total discount

Remote Sensing Scientists and Technologists

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary

8 of 15 at risk
86%Maintain student attendance records, grades, and other required records.
74%Purchase and maintain equipment to support research projects.
72%Compile, administer, and grade examinations, or assign this work to others.
66%Evaluate and grade students' class work, assignments, and papers.
54%Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.

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 +$16,570(+16%) vs Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary
Atmospheric, Earth, Marine, and Space Sciences Teachers, PostsecondaryRemote Sensing Scientists and Technologists
10th
$53,310$61,990
25th
$66,620$82,450
Median
$101,390$117,960
75th
$135,500$154,900
90th
$199,260$191,880

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary20282035
Remote Sensing Scientists and Technologists20282035
20242030203520402045

Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary has a longer runway before significant displacement, projected 0 years later than Remote Sensing Scientists and Technologists.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary

$69,361

from $101,390

Remote Sensing Scientists and Technologists

$77,370

from $117,960

After adjusting for AI risk, Remote Sensing Scientists and Technologists offers $8,009 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Atmospheric,

0

Unique to Remote

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Social Intelligence
Fine Manipulation
Decision Complexity
Regulatory Barriers
Atmospheric, Earth, Marine, and Space Sciences Teachers, PostsecondaryRemote Sensing Scientists and Technologists