Takeover Tracker
vs

70 shared · 8 different

core competencies

Side-by-Side Comparison

MetricRemote Sensing Scientists and TechnologistsGeospatial Information Scientists and Technologists
Risk Score34.4%34.4%
Risk TierMedium RiskMedium Risk
Risk Percentile64th64th
Tasks at Risk (>50%)7 / 157 / 15
Median Salary$117,960N/A
Employment23KN/A

Skill Comparison

|

Sorted by largest difference

Physics
Customer and Personal Service
Computers and Electronics
Mathematical Reasoning
MathematicsAI-Vulnerable
Evaluating Information to Determine Compliance with Standards
Engineering and Technology
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Remote Sensing Scientists and Technologists

30%

total discount

Geospatial Information Scientists and Technologists

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Geospatial Information Scientists and Technologists

7 of 15 at risk
84%Create, edit, or analyze geospatial data, using Global Positioning Systems (GPS) or digitizing techniques.
66%Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.
64%Create, analyze, report, convert, or transfer data, using specialized applications program software.
53%Design, program, or model Geographic Information Systems (GIS) applications or procedures.
53%Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems.

Wage Comparison

Remote Sensing Scientists and TechnologistsGeospatial Information Scientists and Technologists
10th
$61,990N/A
25th
$82,450N/A
Median
$117,960N/A
75th
$154,900N/A
90th
$191,880N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Remote Sensing Scientists and Technologists20282035
Geospatial Information Scientists and Technologists20282035
20242030203520402045

Geospatial Information Scientists and Technologists has a longer runway before significant displacement, projected 0 years later than Remote Sensing Scientists and Technologists.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Remote

0

Unique to Geospatial

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Decision Complexity
Social Intelligence
Remote Sensing Scientists and TechnologistsGeospatial Information Scientists and Technologists