Takeover Tracker
34%medium risk
Geodetic Surveyors
vs

58 shared · 24 different

core competencies

40%medium risk
Logistics Analysts

Side-by-Side Comparison

MetricGeodetic SurveyorsLogistics Analysts
Risk Score33.8%40.5%
Risk TierMedium RiskMedium Risk
Risk Percentile61th82th
Tasks at Risk (>50%)9 / 1511 / 15
Median Salary$72,740$80,880
Employment53K236K

Skill Comparison

|

Sorted by largest difference

Geography
Engineering and Technology
Documenting/Recording Information
MathematicsAI-Vulnerable
Inspecting Equipment, Structures, or Material
Evaluating Information to Determine Compliance with Standards
Transportation
Design
Processing Information
Estimating the Quantifiable Characteristics of Products, Events, or Information
Mathematical Reasoning
Flexibility of Closure

Protective Factors

Higher values indicate stronger protection against AI displacement

Geodetic Surveyors

31%

total discount

Logistics Analysts

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Geodetic Surveyors

9 of 15 at risk
87%Verify the mathematical correctness of newly collected survey data.
87%Distribute compiled geodetic data to government agencies or the general public.
85%Maintain databases of geodetic and related information, including coordinate, descriptive, or quality assurance data.
69%Prepare progress or technical reports.
59%Calculate the exact horizontal and vertical position of points on the Earth's surface.

Logistics Analysts

11 of 15 at risk
85%Monitor inventory transactions at warehouse facilities to assess receiving, storage, shipping, or inventory integrity.
74%Prepare reports on logistics performance measures.
71%Develop or maintain payment systems to ensure accuracy of vendor payments.
69%Maintain databases of logistics information.
69%Remotely monitor the flow of vehicles or inventory, using Web-based logistics information systems to track vehicles or containers.

Wage Comparison

Logistics Analysts earns +$8,140(+11%) vs Geodetic Surveyors
Geodetic SurveyorsLogistics Analysts
10th
$43,680$49,260
25th
$53,590$62,920
Median
$72,740$80,880
75th
$94,550$104,330
90th
$116,330$132,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Geodetic Surveyors2028–2035
Logistics Analysts2028–2035
20242030203520402045

Geodetic Surveyors has a longer runway before significant displacement, projected 0 years later than Logistics Analysts.

Risk-Adjusted Salary

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

Geodetic Surveyors

$48,168

from $72,740

Logistics Analysts

$48,148

from $80,880

After adjusting for AI risk, Geodetic Surveyors offers $21 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Geodetic

0

Unique to Logistics

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Regulatory Barriers
Geodetic SurveyorsLogistics Analysts
Find transitions from Geodetic SurveyorsFind transitions from Logistics Analysts