Takeover Tracker

vs

61 shared · 22 different

core competencies

40%medium risk
Logistics Analysts

Side-by-Side Comparison

MetricTransportation EngineersLogistics Analysts
Risk Score32.4%40.5%
Risk TierMedium RiskMedium Risk
Risk Percentile53th82th
Tasks at Risk (>50%)7 / 1511 / 15
Median Salary$99,590$80,880
Employment355K236K

Skill Comparison

|

Sorted by largest difference

Design
Engineering and Technology
MathematicsAI-Vulnerable
Visualization
Operations Analysis
Transportation
Evaluating Information to Determine Compliance with Standards
Management of Financial Resources
Scheduling Work and Activities
Deductive Reasoning
Guiding, Directing, and Motivating Subordinates
Making Decisions and Solving Problems

Protective Factors

Higher values indicate stronger protection against AI displacement

Transportation Engineers

32%

total discount

Logistics Analysts

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Transportation Engineers

7 of 15 at risk
86%Prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices.
84%Estimate transportation project costs.
72%Prepare project budgets, schedules, or specifications for labor or materials.
53%Design or prepare plans for new transportation systems or parts of systems, such as airports, commuter trains, highways, streets, bridges, drainage structures, or roadway lighting.
52%Design or engineer drainage, erosion, or sedimentation control systems for transportation projects.

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 -$18,710(-19%) vs Transportation Engineers
Transportation EngineersLogistics Analysts
10th
$65,920$49,260
25th
$78,790$62,920
Median
$99,590$80,880
75th
$128,290$104,330
90th
$160,990$132,110

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Head-to-head task automation timeline
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