Will AI replace Transportation Planners?
AI can do 95% of the work Transportation Planners do at least twice as fast. People already use it for 1 of their 22 tasks, while 20 more are ready but barely used so far. 1 still needs a person.
AI is already doing this1 · 3% of time
People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.
- Prepare or review engineering studies or specifications.Mostly automated3% of time
AI could do this next20 · 92% of time
AI can speed these up by at least half, but real use has not caught up yet. These are next in line.
- Prepare reports or recommendations on transportation planning.14% of time
- Analyze information related to transportation, such as land use policies, environmental impact of projects, or long-range planning needs.9% of time
- Interpret data from traffic modeling software, geographic information systems, or associated databases.8% of time
- Collaborate with engineers to research, analyze, or resolve complex transportation design issues.7% of time
- Review development plans for transportation system effects, infrastructure requirements, or compliance with applicable transportation regulations.5% of time
- Develop computer models to address transportation planning issues.5% of time
- Recommend transportation system improvements or projects, based on economic, population, land-use, or traffic projections.5% of time
- Define regional or local transportation planning problems or priorities.5% of time
- Evaluate transportation project needs or costs.5% of time
- Analyze information from traffic counting programs.4% of time
- Collaborate with other professionals to develop sustainable transportation strategies at the local, regional, or national level.4% of time
- Prepare necessary documents to obtain planned project approvals or permits.4% of time
- Produce environmental documents, such as environmental assessments or environmental impact statements.3% of time
- Design transportation surveys to identify areas of public concern.3% of time
- Design new or improved transport infrastructure, such as junction improvements, pedestrian projects, bus facilities, or car parking areas.3% of time
- Represent jurisdictions in the legislative or administrative approval of land development projects.1% of time
- Direct urban traffic counting programs.1% of time
- Develop or test new methods or models of transportation analysis.1% of time
- Define or update information such as urban boundaries or classification of roadways.1% of time
- Evaluate transportation-related consequences of federal or state legislative proposals.1% of time
Still needs a person1 · 5% of time
No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.
- Participate in public meetings or hearings to explain planning proposals, to gather feedback from those affected by projects, or to achieve consensus on project designs.5% of time
Your week is not the average
Describe what you actually do and get a personal report: your own tasks, what AI can already do, what stays yours and a 90 day plan.
What this means
AI can already do almost all of this work at least twice as fast. Real use is still behind at 2 out of 100, so the change here is only getting started. Expect the role to shift toward deciding what to do, checking AI's work and owning the result.
What to do next
- Do the 1 task AI is already handling with AI yourself. Your peers already are, and it is quickly becoming the baseline.
- Get ahead on the 20 tasks AI could do next. These move as tools improve, so learning them early pays off.
- Build on the 1 task that stay human. This is where your judgment, skill and relationships matter most.
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