Takeover Tracker
29%medium risk
Geoscientists, Except Hydrologists and Geographers
vs

62 shared · 12 different

core competencies

34%medium risk
Remote Sensing Scientists and Technologists

Side-by-Side Comparison

MetricGeoscientists, Except Hydrologists and GeographersRemote Sensing Scientists and Technologists
Risk Score28.9%34.4%
Risk TierMedium RiskMedium Risk
Risk Percentile33th64th
Tasks at Risk (>50%)5 / 157 / 15
Median Salary$99,240$117,960
Employment23K23K

Skill Comparison

|

Sorted by largest difference

Chemistry
Geography
Provide Consultation and Advice to Others
Monitor Processes, Materials, or Surroundings
Analyzing Data or Information
Physics
Education and Training
Getting Information
Operations Analysis
Computers and Electronics
Interpreting the Meaning of Information for Others
Systems AnalysisAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Geoscientists, Except Hydrologists and Geographers

32%

total discount

Remote Sensing Scientists and Technologists

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Geoscientists, Except Hydrologists and Geographers

5 of 15 at risk
84%Review environmental, historical, or technical reports and publications for accuracy.
53%Analyze and interpret geological, geochemical, or geophysical information from sources such as survey data, well logs, bore holes, or aerial photos.
51%Study historical climate change indicators found in locations such as ice sheets or rock formations to develop climate change models.
51%Identify new sources of platinum group elements for industrial applications, such as automotive fuel cells or pollution abatement systems.
51%Locate potential sources of geothermal energy.

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 +$18,720(+19%) vs Geoscientists, Except Hydrologists and Geographers
Geoscientists, Except Hydrologists and GeographersRemote Sensing Scientists and Technologists
10th
$58,790$61,990
25th
$72,440$82,450
Median
$99,240$117,960
75th
$134,350$154,900
90th
$178,880$191,880

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Geoscientists, Except Hydrologists and Geographers2028–2035
Remote Sensing Scientists and Technologists2028–2035
20242030203520402045

Geoscientists, Except Hydrologists and Geographers 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%)

Geoscientists, Except Hydrologists and Geographers

$70,560

from $99,240

Remote Sensing Scientists and Technologists

$77,370

from $117,960

After adjusting for AI risk, Remote Sensing Scientists and Technologists offers $6,810 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Geoscientists,

0

Unique to Remote

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Decision Complexity
Creativity
Geoscientists, Except Hydrologists and GeographersRemote Sensing Scientists and Technologists
Find transitions from Geoscientists, Except Hydrologists and GeographersFind transitions from Remote Sensing Scientists and Technologists