Takeover Tracker
45%medium risk
Remote Sensing Technicians
vs

49 shared · 18 different

core competencies

54%high risk
Mapping Technicians

Side-by-Side Comparison

MetricRemote Sensing TechniciansMapping Technicians
Risk Score44.8%53.6%
Risk TierMedium RiskHigh Risk
Risk Percentile91th99th
Tasks at Risk (>50%)12 / 1512 / 15
Median Salary$60,130$51,940
Employment71K57K

Skill Comparison

|

Sorted by largest difference

Monitor Processes, Materials, or Surroundings
Thinking Creatively
Establishing and Maintaining Interpersonal Relationships
Communicating with Persons Outside Organization
Scheduling Work and Activities
MathematicsAI-Vulnerable
Updating and Using Relevant Knowledge
Coordinating the Work and Activities of Others
Judging the Qualities of Things, Services, or People
Systems AnalysisAI-Augmented
Engineering and Technology
Organizing, Planning, and Prioritizing Work

Protective Factors

Higher values indicate stronger protection against AI displacement

Remote Sensing Technicians

28%

total discount

Mapping Technicians

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Mapping Technicians

12 of 15 at risk
88%Calculate latitudes, longitudes, angles, areas, or other information for mapmaking, using survey field notes or reference tables.
88%Compute and measure scaled distances between reference points to establish relative positions of adjoining prints and enable the creation of photographic mosaics.
86%Produce or update overlay maps to show information boundaries, water locations, or topographic features on various base maps or at different scales.
86%Enter Global Positioning System (GPS) data, legal deeds, field notes, or land survey reports into geographic information system (GIS) workstations so that information can be transformed into graphic land descriptions, such as maps or drawings.
85%Determine scales, line sizes, or colors to be used for hard copies of computerized maps, using plotters.

Wage Comparison

Mapping Technicians earns -$8,190(-14%) vs Remote Sensing Technicians
Remote Sensing TechniciansMapping Technicians
10th
$37,310$36,910
25th
$46,270$44,180
Median
$60,130$51,940
75th
$77,990$65,240
90th
$101,870$80,870

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Remote Sensing Technicians2028–2035
Mapping Technicians2028–2035
20242030203520402045

Remote Sensing Technicians has a longer runway before significant displacement, projected 0 years later than Mapping Technicians.

Risk-Adjusted Salary

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

Remote Sensing Technicians

$33,222

from $60,130

Mapping Technicians

$24,111

from $51,940

After adjusting for AI risk, Remote Sensing Technicians offers $9,111 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Remote

0

Unique to Mapping

Combined Protection Strategy

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

Creativity
Decision Complexity
Social Intelligence
Regulatory Barriers
Remote Sensing TechniciansMapping Technicians
Find transitions from Remote Sensing TechniciansFind transitions from Mapping Technicians