Will AI replace urban planners?

Part of the work, not the whole job. AI could take on about 48% of the working time in a typical urban planner job today. The other 52% still needs a person.

Urban planner at work

52% of the work still needs a person.

Needs a person: 52%A person checking AI: 18%AI alone: 30%

The bracket under the bar is the evidence range for the share AI could take on: 42 to 48%. One end comes from how well AI did each responsibility in real use, or a second rating where that isn't measured. The other is our figure, which also follows research across the industry.

25 responsibilities in a typical urban planner job. Median pay $89,320 a year in the U.S. (BLS, May 2025).

Still needs a person

  • Design and run land use plans
  • Supervise planning technicians
  • Run public meetings on land plans
  • Mediate community land use disputes
  • Advise officials on project feasibility AI helps
  • Discuss project purpose with officials AI helps

AI can do or help with

  • Advise officials on project feasibility AI helps
  • Check if land use proposals are workable AI helps
  • Work out how regulations limit a project AI helps
  • Create land use maps and reports AI helps
  • Recommend approving or denying proposals AI helps
  • Discuss project purpose with officials AI helps

The biggest responsibilities on each side, ranked by a person's time on the left. "AI helps" means AI takes on part of the work, or most of it with a person checking what it produces, so one can show on both sides. See all 25, with the reason for each and the cost of handing them to AI.

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Questions people ask

Will AI replace urban planners?

Part of the work, not the whole job. AI could take on about 48% of the working time in a typical urban planner job today. The other 52% still needs a person. That is a split of the work, not a forecast of jobs lost.

Which parts of the job can AI do?

The biggest ones AI can do or help with: advise officials on project feasibility, check if land use proposals are workable, work out how regulations limit a project, create land use maps and reports, recommend approving or denying proposals, discuss project purpose with officials.

Which parts still need a person?

The biggest ones: design and run land use plans, supervise planning technicians, run public meetings on land plans, mediate community land use disputes, advise officials on project feasibility, discuss project purpose with officials.

How is this measured?

The U.S. Department of Labor lists 25 responsibilities for this job (O*NET 31.0). Each is scored on 4 questions: can AI do it, does it get it right, must a person sign for it, and do people need to deal with a real person. The split is weighted by how much of the job each responsibility takes up. The evidence range for the share AI could take on is 42 to 48%. One end comes from how well AI did each responsibility in real use, or a second rating where that isn't measured. The other is our figure, which also follows research across the industry. Scores version 0.8.8, updated November 13, 2026.

Responsibilities from O*NET 31.0 (U.S. Department of Labor). Pay from the Bureau of Labor Statistics, May 2025. Scores are calibrated to published research and updated every month. How it works.

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