Will transportation engineers be replaced by AI?
Updated
Transportation engineers score 46 out of 100 for AI exposure. AI helps with 73% of their task time, and they stay in charge. AI can do another 6%. 21% needs a person.
- 6% AI can do it
- 73% AI helps
- 21% Needs a person
Moderate exposure
Higher than 65% of the 923 jobs we scored.
Task by task
We graded 26 tasks, most exposed first. AI can do 2 of them, helps with 18 and leaves 6 to people.
| Task | AI exposure |
|---|---|
| Prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices. Drafting reports from traffic data is largely writing work. | 70% AI can do it |
| Analyze environmental impact statements for transportation projects. AI can review and summarize lengthy environmental document text. | 60% AI helps |
| Develop or assist in the development of transportation-related computer software or computer processes. Coding assistants draft much of the software; engineers review. | 60% AI can do it |
| Prepare project budgets, schedules, or specifications for labor or materials. Specs, budgets and schedules are largely templated writing. | 55% AI helps |
| Check construction plans, design calculations, or cost estimations to ensure completeness, accuracy, or conformity to engineering standards or practices. AI can scan plans and calcs for errors; engineer verifies. | 50% AI helps |
| Estimate transportation project costs. Cost estimating software and AI speed quantity takeoffs. | 50% AI helps |
| Review development plans to determine potential traffic impact. Traffic impact review draws on standard methods and documents. | 50% AI helps |
| 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. CAD drafting and calc support speed design; engineer signs off. | 45% AI helps |
| Investigate traffic problems and recommend methods to improve traffic flow or safety. AI can analyze crash and volume data; engineer picks fixes. | 45% AI helps |
| Model transportation scenarios to evaluate the impacts of activities such as new development or to identify possible solutions to transportation problems. Traffic models run in software; AI aids setup and interpretation. | 45% AI helps |
Show the other 16 tasks
| Task | AI exposure |
|---|---|
| Prepare final project layout drawings that include details such as stress calculations. Stress calcs and drawings need licensed engineer validation. | 40% AI helps |
| Design transportation systems or structures with sustainable materials or products, such as porous pavement or bioretention structures. AI speeds material options research; field performance needs testing. | 40% AI helps |
| Plan alteration or modification of existing transportation structures to improve safety or function. Retrofit design needs field judgment and engineer approval. | 35% AI helps |
| Design or engineer drainage, erosion, or sedimentation control systems for transportation projects. Drainage sizing is software assisted; site judgment remains key. | 35% AI helps |
| Evaluate traffic control devices or lighting systems to determine need for modification or expansion. Device need checks follow codes; field observation stays essential. | 35% AI helps |
| Evaluate transportation systems or traffic control devices or lighting systems to determine need for modification or expansion. System evaluation uses data tools; engineer decides changes. | 35% AI helps |
| Participate in contract bidding, negotiation, or administration. AI drafts bid documents; negotiations and sign off stay human. | 35% AI helps |
| Develop plans to deconstruct damaged or obsolete roadways or other transportation structures in a manner that is environmentally sound or prepares the land for sustainable development. Deconstruction plans draw on templates; site specifics need experts. | 35% AI helps |
| Confer with contractors, utility companies, or government agencies to discuss plans, specifications, or work schedules. Live coordination is human; AI drafts agendas and follow-ups. | 25% AI helps |
| Present data, maps, or other information at construction-related public hearings or meetings. AI can build slides and summaries; live hearings stay human. | 25% AI helps |
| Inspect completed transportation projects to ensure safety or compliance with applicable standards or regulations. Field inspection needs physical presence and site judgment. | 20% Needs a person |
| Inspect completed transportation projects to ensure compliance with environmental regulations. Site visits for environmental compliance need human presence. | 20% Needs a person |
| Supervise the maintenance or repair of transportation systems or system components. Supervising crews on site requires physical presence. | 15% Needs a person |
| Evaluate construction project materials for compliance with environmental standards. Materials sampling and site testing require physical work. | 15% Needs a person |
| Investigate or test specific construction project materials to determine compliance to specifications or standards. Lab and field materials testing need physical sampling. | 15% Needs a person |
| Direct the surveying, staking, or laying-out of construction projects. Staking and layout are physical field tasks. | 8% Needs a person |
How transportation engineers compare
All jobs (923)
Architecture and engineering (56)
Pay and outlook in the US
- Median pay
- $100,840 a year, May 2025
- Projected change in jobs
- +6.4% from 2024 to 2034
Skills to build
- Calibrate PTV Vissim microsimulation models against field counts
- Design alignments and grading in OpenRoads Designer
- Hold a Professional Engineer license and stamp designs
- Earn the ITE Professional Traffic Operations Engineer credential
- Direct surveying and staking on active construction sites
- Run materials sampling and field inspection on completed projects
Safer roles nearby
5 related jobs with lower scores.
Questions about transportation engineers and AI
Will AI replace transportation engineers?
Partly. About 4 in 10 working hours go to tasks AI can already do, mostly drafting traffic-operation reports and writing project budgets, schedules, and specifications. Field staking, materials testing, and site inspection stay with people, since those tasks need someone physically present on the job.
Which transportation engineer tasks will AI take over?
Drafting traffic-operation reports is the most exposed task, with an exposure score of 70. AI can turn accident, safety, and pedestrian count data into written summaries. Review of environmental impact statements scores 60, because AI can summarize long document text. Cost estimating scores 50, since software speeds up quantity takeoffs.
Which transportation engineer tasks stay human?
Directing surveying and staking scores lowest at 8, because layout is a physical field task. Supervising maintenance crews scores 15, since it requires presence on site. Field inspection of completed projects scores 20, because it depends on physical presence and site judgment.
How can transportation engineers stay valuable?
Spend field hours on staking, materials sampling, and inspection, since those tasks need you on site. Keep your Professional Engineer license current so you can stamp designs that AI helped draft. Build and check models in OpenRoads Designer and PTV Vissim, so you can catch AI errors in plans and calculations.
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