Last Update: 11/21/2025
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
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
They design and organize spaces in cities and towns to make them better places to live, work, and move around.
Summary
Urban and Regional Planning is labeled as "Evolving" because AI is changing how planners handle routine tasks like making maps and writing reports, making these processes faster and more efficient. However, planners still need to use their human skills to lead meetings, make important decisions, and work with communities, which AI can't fully take over.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
Summary
Urban and Regional Planning is labeled as "Evolving" because AI is changing how planners handle routine tasks like making maps and writing reports, making these processes faster and more efficient. However, planners still need to use their human skills to lead meetings, make important decisions, and work with communities, which AI can't fully take over.
Read full analysisContributing Sources
AI Resilience
All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.
CareerVillage.org's AI Resilience Analysis
AI Task Resilience
Microsoft's Working with AI
AI Applicability
Anthropic's Economic Index
AI Resilience
Will Robots Take My Job
Automation Resilience
Medium Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
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Analysis of Current AI Resilience
Urban/Regional Planners
Updated Quarterly • Last Update: 11/21/2025

State of Automation & Augmentation
AI is already being used to help with some planning tasks. For example, new AI tools can quickly turn data into charts and draft reports. In fact, a 2025 article notes that AI can “parse zoning codes, summarize census data, and churn out boilerplate reports” [1].
Even traditional planning software is getting smarter: Esri’s research team showed an AI assistant that creates a basic 3D city “massing model” from simple street maps [2]. In practice, planners’ everyday work – like making maps or data charts – can now use these tools. (Official job guides note that planners “prepare reports…using statistics, charts, and graphs” on population or land use [3].)
At the same time, many planner duties still need human judgment. Tasks like running public meetings, negotiating with community members, or weighing trade-offs can’t be fully automated. By rule, planners “hold public meetings with…social scientists, lawyers, developers, [and] the public” on projects [3].
Experts emphasize that “balancing competing priorities, mediating disputes, and setting goals” remain human work [1]. As one architect said, even a powerful computer is “only as good as the person driving it” [2]. In short, AI can speed up routine data crunching and report-writing, but the creative communication and legal-judgment parts of planning still rely on people.

AI Adoption
There are good reasons cities and planners might pick up AI. Many AI tools (like ChatGPT, mapping software, or digital twins) are already available and can save time. In fact, dozens of cities use AI-driven “digital twins” – virtual city models with real data – to plan for floods, traffic, or heat waves [4].
This shows AI can help handle big data quickly. If AI works well, it can free planners to focus on bigger problems, not just paperwork.
On the other hand, adoption will be gradual. City planning is usually done by local governments with tight budgets and many rules. Buying and learning new AI systems can be expensive.
Early digital-twin projects have run into privacy and coordination problems [4], so officials move carefully. A Federal Reserve study found many companies using AI train employees instead of cutting them [5], suggesting planners will likely use AI to assist rather than replace workers. Planners also know that if they ignore AI, outside consultants might step in – so the field is urging careful adoption.
Overall, while AI can help with reports and data, human planner skills – creativity, communication, understanding rules and people – remain valuable. Many experts believe the future of planning will be “human + AI” working together [1]. Freed from routine tasks, planners could spend more time talking with communities or helping small towns that lack planning staff [1].
This way, AI is a tool to make jobs easier, not replace the people doing them.

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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
AI-generated estimates of task resilience over the next 3 years
Discuss with planning officials the purpose of land use projects, such as transportation, conservation, residential, commercial, industrial, or community use.
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.
Mediate community disputes or assist in developing alternative plans or recommendations for programs or projects.
Coordinate work with economic consultants or architects during the formulation of plans or the design of large pieces of infrastructure.
Supervise or coordinate the work of urban planning technicians or technologists.
Serve as liaison between planning department and other departments and agencies.
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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