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AI exposure report
Will AI replace Transportation Engineers?
Some of your tasks will be automated. People who use AI will have the edge.
Task exposure to today's AI
Moderate exposure
This is the occupation's typical task mix. Your own score can be up to 30 points higher or lower depending on how you work: routine share, people contact, judgment and how much you already use AI.
Get your personal scoreWill AI replace Transportation Engineers?
Not entirely. Today's AI tools can take on about 45% of the typical work in this occupation, mostly: prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices. The parts that stay human include: 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.; Confer with contractors, utility companies, or government agencies to discuss plans, specifications, or work schedules.; Check construction plans, design calculations, or cost estimations to ensure completeness, accuracy, or conformity to engineering standards or practices..
People who learn to use AI for the automatable parts keep the edge. The 3-phase plan below shows where to start.
Which tasks AI can take on
The largest tasks in this occupation, their share of the working week, and how much of each today's AI tools can do.
+ 20 more tasks (42% of the week) in the full test.
Your human edge
- 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.
- Confer with contractors, utility companies, or government agencies to discuss plans, specifications, or work schedules.
- Check construction plans, design calculations, or cost estimations to ensure completeness, accuracy, or conformity to engineering standards or practices.
AI tools to try
ChatGPT / Claude for calculations, specs and reportsAI features in CAD/BIM toolsCopilot for scripts (Python, MATLAB, Dynamo)Related roles
A 3-phase AI learning plan
Phase 1
AI for documentation
- Specifications, reports and change notes drafted with AI.
- Standards and regulations searched with AI, checked in the source.
- Meeting notes and RFIs summarised.
Project
Use AI to draft the specifications and design report for one roadway or drainage project, verify every cited standard clause in the source document, and log hours saved versus your last report.Phase 2
AI in design work
- Scripts and parametric design written with AI help.
- Option studies and quick estimates with AI as a sparring partner.
- Check AI outputs against calculations and codes.
Project
Write an AI-assisted script that generates intersection geometry or signal timing options for one corridor, compare 3 alternatives on cost and delay, and hand-check results against design code.Phase 3
Engineering + AI
- Data from sensors, tests or simulations analysed with AI.
- Define where AI is not allowed (safety-critical sign-off).
- Share methods and templates with your team.
Project
Analyse a month of traffic counts or sensor data with AI to rank 5 safety fixes, then publish a one-page team policy stating AI is barred from stamped safety-critical sign-off.