medium risk
Civil Engineersvs
83 shared · 11 different
core competencies
medium risk
Transportation EngineersSide-by-Side Comparison
Civil Engineers leads 4–0| Metric | Civil Engineers | Transportation Engineers |
|---|---|---|
| Risk Score | 27.9% | 32.4% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 29th | 53th |
| Tasks at Risk (>50%) | 5 / 15 | 7 / 15 |
| Median Salary | $99,590 | $99,590 |
| Employment | 355K | 355K |
Skill Comparison
|
Sorted by largest difference
Transportation
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Science
Inspecting Equipment, Structures, or Material
Thinking Creatively
Operations Analysis
Design
Flexibility of Closure
Processing Information
Judging the Qualities of Things, Services, or People
Economics and Accounting
Protective Factors
Higher values indicate stronger protection against AI displacement
Civil Engineers
32%
total discount
Transportation Engineers
32%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Civil Engineers
5 of 15 at risk86%Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.
53%Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.
51%Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.
51%Plan and design transportation or hydraulic systems or structures using computer assisted design or drawing tools.
50%Test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.
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.
Wage Comparison
Transportation Engineers earns $0(0%) vs Civil Engineers
Civil EngineersTransportation Engineers
10th
$65,920$65,920
25th
$78,790$78,790
Median
$99,590$99,590
75th
$128,290$128,290
90th
$160,990$160,990
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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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