Takeover Tracker

vs

50 shared · 20 different

core competencies

Side-by-Side Comparison

MetricRemote Sensing Scientists and TechnologistsRemote Sensing Technicians
Risk Score34.4%44.8%
Risk TierMedium RiskMedium Risk
Risk Percentile64th91th
Tasks at Risk (>50%)7 / 1512 / 15
Median Salary$117,960$60,130
Employment23K71K

Skill Comparison

|

Sorted by largest difference

Science
English Language
Interpreting the Meaning of Information for Others
Production and Processing
Documenting/Recording Information
WritingAI-Augmented
MathematicsAI-Vulnerable
Written Comprehension
Customer and Personal Service
Systems Evaluation
Analyzing Data or Information
Reading ComprehensionAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Remote Sensing Scientists and Technologists

30%

total discount

Remote Sensing Technicians

28%

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.

Remote Sensing Technicians

12 of 15 at risk
87%Merge scanned images or build photo mosaics of large areas, using image processing software.
86%Verify integrity and accuracy of data contained in remote sensing image analysis systems.
86%Adjust remotely sensed images for optimum presentation by using software to select image displays, define image set categories, or choose processing routines.
85%Collect remote sensing data for forest or carbon tracking activities involved in assessing the impact of environmental change.
84%Provide remote sensing data for use in addressing environmental issues, such as surface water modeling or dust cloud detection.

Wage Comparison

Remote Sensing Technicians earns -$57,830(-49%) vs Remote Sensing Scientists and Technologists
Remote Sensing Scientists and TechnologistsRemote Sensing Technicians
10th
$61,990$37,310
25th
$82,450$46,270
Median
$117,960$60,130
75th
$154,900$77,990
90th
$191,880$101,870

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