medium risk
Transportation Engineersvs
69 shared · 20 different
core competencies
medium risk
Transportation PlannersSide-by-Side Comparison
Transportation Engineers leads 4–1| Metric | Transportation Engineers | Transportation Planners |
|---|---|---|
| Risk Score | 32.4% | 32.9% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 53th | 56th |
| Tasks at Risk (>50%) | 7 / 15 | 9 / 15 |
| Median Salary | $99,590 | $100,340 |
| Employment | 355K | 37K |
Skill Comparison
|
Sorted by largest difference
Building and Construction
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Design
Physics
Developing Objectives and Strategies
Engineering and Technology
Management of Financial Resources
Mathematical Reasoning
Evaluating Information to Determine Compliance with Standards
MathematicsAI-Vulnerable
Communicating with Persons Outside Organization
Category Flexibility
Protective Factors
Higher values indicate stronger protection against AI displacement
Transportation Engineers
32%
total discount
Transportation Planners
31%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Transportation Engineers
7 of 15 at risk86%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.
Transportation Planners
9 of 15 at risk72%Prepare necessary documents to obtain planned project approvals or permits.
64%Analyze information from traffic counting programs.
54%Design transportation surveys to identify areas of public concern.
53%Interpret data from traffic modeling software, geographic information systems, or associated databases.
53%Define regional or local transportation planning problems or priorities.
Wage Comparison
Transportation Planners earns +$750(+1%) vs Transportation Engineers
Transportation EngineersTransportation Planners
10th
$65,920$62,570
25th
$78,790$79,210
Median
$99,590$100,340
75th
$128,290$127,880
90th
$160,990$160,810
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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