medium risk
Transportation Engineersvs
65 shared · 22 different
core competencies
medium risk
Cost EstimatorsSide-by-Side Comparison
Transportation Engineers leads 5–0| Metric | Transportation Engineers | Cost Estimators |
|---|---|---|
| Risk Score | 32.4% | 37.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 53th | 72th |
| Tasks at Risk (>50%) | 7 / 15 | 8 / 14 |
| Median Salary | $99,590 | $77,070 |
| Employment | 355K | 220K |
Skill Comparison
|
Sorted by largest difference
Design
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Transportation
Physics
Engineering and Technology
Visualization
Problem Sensitivity
Public Safety and Security
Making Decisions and Solving Problems
Inspecting Equipment, Structures, or Material
Operations Analysis
Building and Construction
Protective Factors
Higher values indicate stronger protection against AI displacement
Transportation Engineers
32%
total discount
Cost Estimators
29%
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.
Cost Estimators
8 of 14 at risk87%Prepare cost and expenditure statements and other necessary documentation at regular intervals for the duration of the project.
86%Collect historical cost data to estimate costs for current or future products.
84%Prepare estimates for use in selecting vendors or subcontractors.
66%Prepare and maintain a directory of suppliers, contractors and subcontractors.
55%Analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates.
Wage Comparison
Cost Estimators earns -$22,520(-23%) vs Transportation Engineers
Transportation EngineersCost Estimators
10th
$65,920$46,330
25th
$78,790$59,830
Median
$99,590$77,070
75th
$128,290$99,630
90th
$160,990$128,640
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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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Transportation Engineers: Not yetCost Estimators: Not yet