Takeover Tracker
37%medium risk
Precision Agriculture Technicians
vs

71 shared · 6 different

core competencies

45%medium risk
Remote Sensing Technicians

Side-by-Side Comparison

MetricPrecision Agriculture TechniciansRemote Sensing Technicians
Risk Score36.6%44.8%
Risk TierMedium RiskMedium Risk
Risk Percentile71th91th
Tasks at Risk (>50%)12 / 1512 / 15
Median Salary$60,130$60,130
Employment71K71K

Skill Comparison

|

Sorted by largest difference

Geography
Provide Consultation and Advice to Others
Evaluating Information to Determine Compliance with Standards
Selling or Influencing Others
Computers and Electronics
Production and Processing

Protective Factors

Higher values indicate stronger protection against AI displacement

Precision Agriculture Technicians

30%

total discount

Remote Sensing Technicians

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Precision Agriculture Technicians

12 of 15 at risk
87%Prepare reports in graphical or tabular form, summarizing field productivity or profitability.
86%Draw or read maps, such as soil, contour, or plat maps.
78%Collect information about soil or field attributes, yield data, or field boundaries, using field data recorders and basic geographic information systems (GIS).
67%Document and maintain records of precision agriculture information.
64%Identify spatial coordinates, using remote sensing and Global Positioning System (GPS) data.

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 $0(0%) vs Precision Agriculture Technicians
Precision Agriculture TechniciansRemote Sensing Technicians
10th
$37,310$37,310
25th
$46,270$46,270
Median
$60,130$60,130
75th
$77,990$77,990
90th
$101,870$101,870

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Precision Agriculture Technicians2028–2035
Remote Sensing Technicians2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Precision Agriculture Technicians

$38,146

from $60,130

Remote Sensing Technicians

$33,222

from $60,130

After adjusting for AI risk, Precision Agriculture Technicians offers $4,925 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Precision

0

Unique to Remote

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Creativity
Social Intelligence
Precision Agriculture TechniciansRemote Sensing Technicians
Find transitions from Precision Agriculture TechniciansFind transitions from Remote Sensing Technicians