Can AI Replace Transportation Planners in 2026?

Moderate exposure. AI could handle about 78% of today's transportation planners tasks by 2036, and there is a 54% chance the number of jobs falls by a fifth or more. AI is likely to take over many tasks outright.

See how not to be replaced

Timeline

Year2030

Tasks AI can do

39%

Headcount (2025 = 100)

Chance of 20%+ fewer jobs

18% 2030 · 54% 2036

One person could cover, 2036

2.5 roles

Share of today's tasks AI can perform

Headcount index, 2025 = 100 (dashed line)

Your survival map

Not every part of your job is at the same risk. Tap a number to see what to do about each task.

Your human coreDo it with AIHand to AI

Tap a number on the map or a task below.

Lower-risk jobs that use similar skills

Transportation Engineers44% risk by 2036 Environmental Restoration Planners44% risk by 2036 Traffic Technicians38% risk by 2036

Your plan

Ticks are saved in this browser only.

Try an AI tool on one task you'd normally do by hand: "Develop computer models to address transportation planning issues".Learn one AI tool well enough to show it in an interview, for: "Interpret data from traffic modeling software, geographic information systems, or associated databases".Get visibly better at your human core: "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".Rewrite the top of your CV around judgment, people and decisions, not routine output.Read about a lower-risk move: Transportation Engineers.

Lower-risk jobs with similar tasks

Transportation Engineers — 44% chance of contraction by 2036
Environmental Restoration Planners — 44% chance of contraction by 2036
Traffic Technicians — 38% chance of contraction by 2036

Similar occupations

Urban and Regional Planners · Environmental Engineers · Environmental Economists · Industrial Ecologists

Based on 22 O*NET tasks for "Transportation Planners" (SOC 19-3099.01). LLM alone: 9% of tasks; with AI tools: 95%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10