Evolving

Last Update: 3/13/2026

Your role’s AI Resilience Score is

54.3%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Urban and Regional Planners

They design and organize spaces in cities and towns to make them better places to live, work, and move around.

This role is evolving

The career of urban and regional planners is labeled as "Evolving" because AI tools are starting to assist with routine tasks like drafting zoning memos and checking building plans. These tools help planners by speeding up paperwork and giving quick answers to common questions, but they don't replace the human touch needed for creative problem-solving and community engagement.

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Learn more about how you can thrive in this position

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Chat with Coach
Latest news
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Analysis
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This role is evolving

The career of urban and regional planners is labeled as "Evolving" because AI tools are starting to assist with routine tasks like drafting zoning memos and checking building plans. These tools help planners by speeding up paperwork and giving quick answers to common questions, but they don't replace the human touch needed for creative problem-solving and community engagement.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Evolving iconEvolving

68.8%

68.8%

Microsoft's Working with AI

AI Applicability

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Changing fast iconChanging fast

8.2%

8.2%

Anthropic's Observed Exposure

AI Resilience

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Evolving iconEvolving

50.6%

50.6%

Will Robots Take My Job

Automation Resilience

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Stable iconStable

93.9%

93.9%

Althoff & Reichardt

Economic Growth

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Evolving iconEvolving

45.2%

45.2%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

3.4%

Growth Percentile:

55.7%

Annual Openings:

3,400

Annual Openings Pct:

32.0%

Analysis of Current AI Resilience

Urban/Regional Planners

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Right now, AI tools are starting to help with some planning chores but do not replace the human planner. For example, planners report that generative AI (like ChatGPT) can quickly draft zoning memos or summarize long reports, doing simple writing and analysis tasks in minutes [1]. Some agencies are even piloting AI to check building plans and permit applications – the AI does a “spell-check” of documents and flags obvious zoning or code issues before a human reviewer looks at them [2] [1].

City planners have also begun using AI-powered chatbots to answer routine public questions online, giving instant answers about local rules or permit procedures [1]. These tools speed up routine data work and communication.

However, many core planner duties still need people. Tasks like interviewing neighbors, mediating between agencies, or designing community green spaces involve judgment and personal touch that AI cannot handle. Even with chatbots, complex or unusual questions are still sent to a human planner to answer [1].

In permit review pilots, AI handled only the easy checks – humans still make the final decisions and deal with exceptions [2] [1]. Similarly, creative work (like planning a new transit system or leading public meetings) needs empathy, experience, and teamwork that machines don’t have. In short, AI today augments planners by handling simple data tasks and quick answers, but planners remain vital for creative problem‐solving and people work [1] [2].

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AI Adoption

AI in the real world

Several cities and agencies are cautiously adopting AI tools in planning. Pilot projects in Austin and Harris County (Houston) are using AI to speed up building‐permit checks, reportedly cutting review time by about half [2]. These tests show big time savings, and officials say the goal is to free staff from routine drudgery, not replace them [2] [3].

However, setting up these AI systems can cost millions (the Houston pilot budgeted roughly \$1 million per year) [3]. Many governments must balance these costs against tight budgets and a shortage of experienced planners.

Social and legal factors also affect adoption. People generally trust human planners to understand community needs, so authorities emphasize that “humans are still inside the room” when approving projects [2] [1]. Planning often involves public hearings, regulations, and politics, which makes cities move slowly.

On the other hand, economic pressures (like wanting faster projects or saving staff time) push some agencies to try AI assistants. In practice, most experts expect a gradual approach: planners will use AI tools for data analysis and paperwork, while keeping final judgment and community engagement as a human role [2] [1]. This way, planners stay in charge and use AI to help them do their jobs more efficiently.

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More Career Info

Career: Urban and Regional Planners

Employment & Wage Data

Median Wage

$83,720

Jobs (2024)

44,700

Growth (2024-34)

+3.4%

Annual Openings

3,400

Education

Master's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

95% ResilienceCore Task

Advocate for sustainability to community groups, government agencies, the general public, or special interest groups.

2

90% ResilienceCore Task

Mediate community disputes or assist in developing alternative plans or recommendations for programs or projects.

3

90% ResilienceCore Task

Coordinate work with economic consultants or architects during the formulation of plans or the design of large pieces of infrastructure.

4

90% ResilienceCore Task

Supervise or coordinate the work of urban planning technicians or technologists.

5

90% ResilienceCore Task

Provide and process zoning and project permits and applications.

6

90% ResilienceCore Task

Develop plans for public or alternative transportation systems for urban or regional locations to reduce carbon output associated with transportation.

7

85% ResilienceCore Task

Keep informed about economic or legal issues involved in zoning codes, building codes, or environmental regulations.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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