Will AI replace urban and regional planners?
Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Urban and Regional Planners score 48 out of 100 (elevated exposure), #290 of 923 US jobs. AI could speed up 24 of the job's 25 tasks, 0 of them on its own, while 1 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.
Which urban and regional planners tasks can AI do?
The most exposed tasks include "Design, promote, or administer government plans or policies affecting land use, zoning, public utilities, community facilities, housing, or transportation"; "Advise planning officials on project feasibility, cost-effectiveness, regulatory conformance, or possible alternatives"; "Create, prepare, or requisition graphic or narrative reports on land use data, including land area maps overlaid with geographic variables, such as population density".
Which urban and regional planners tasks are hardest for AI?
Tasks with little or no AI speed-up include "Hold public meetings with government officials, social scientists, lawyers, developers, the public, or special interest groups to formulate, develop, or address issues regarding land use or community plans".
Are people already using AI for this work?
Yes. In April–May 2026, 4 of the 25 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.
How many people work as urban and regional planners, and what do they earn?
About 44,230 people in the US, with median pay of $89,320 a year (BLS, May 2025).