Will AI replace City and Regional Planning Aides?

City and Regional Planning Aides has a medium AI displacement risk score of 42 out of 100, higher than 86% of all occupations analyzed. Based on task-level analysis of 12 work activities, AI can automate a substantial share of this role's tasks, though protective factors reduce effective risk. Data sourced from O*NET task data, Anthropic's Economic Index, and BLS employment statistics.

What is the AI risk score for City and Regional Planning Aides?

The AI displacement risk score for City and Regional Planning Aides is 42 out of 100 (medium risk tier). This score is computed by analyzing 12 individual work tasks for AI capability, weighting by time spent on each task, and applying protective factor adjustments for barriers like licensing, social intelligence, and creativity requirements.

medium risk

City and Regional Planning Aides

Compile data from various sources, such as maps, reports, and field and file investigations, for use by city planner in making planning studies.

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Higher risk than 86% of occupations

Checking for existing plan...

How AI Impacts Each Task

12 tasks analyzed

Participate in and support team planning efforts.

Risk: 27.0%AI: 30EstimatedTime: 8%

Prepare reports, using statistics, charts, and graphs, to illustrate planning studies in areas such as population, land use, or zoning.

Risk: 85.2%AI: 90EstimatedTime: 10%

Research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.

Risk: 48.6%AI: 53.87ObservedTime: 12%

Provide and process zoning and project permits and applications.

Risk: 83.2%AI: 85EstimatedTime: 12%

Respond to public inquiries and complaints.

Risk: 35.2%AI: 50.42ObservedTime: 10%

Serve as liaison between planning department and other departments and agencies.

Risk: 23.0%AI: 20EstimatedTime: 5%

Inspect sites and review plans for minor development permit applications.

Risk: 47.0%AI: 50EstimatedTime: 8%

Conduct interviews, surveys and site inspections concerning factors that affect land usage, such as zoning, traffic flow and housing.

Risk: 29.0%AI: 35EstimatedTime: 8%

Prepare, maintain and update files and records, including land use data and statistics.

Risk: 86.0%AI: 92EstimatedTime: 10%

Prepare, develop and maintain maps and databases.

Risk: 84.4%AI: 88EstimatedTime: 8%

Perform clerical duties such as composing, typing and proofreading documents, scheduling appointments and meetings, handling mail and posting public notices.

Risk: 68.3%AI: 47.85ObservedTime: 5%

Perform code enforcement tasks.

Risk: 74.0%AI: 62EstimatedTime: 4%

Task	AI Capability	Risk	Time %
Participate in and support team planning efforts.	30Estimated	27.0%	8%
Prepare reports, using statistics, charts, and graphs, to illustrate planning studies in areas such as population, land use, or zoning.	90Estimated	85.2%	10%
Research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.	53.87Observed	48.6%	12%
Provide and process zoning and project permits and applications.	85Estimated	83.2%	12%
Respond to public inquiries and complaints.	50.42Observed	35.2%	10%
Serve as liaison between planning department and other departments and agencies.	20Estimated	23.0%	5%
Inspect sites and review plans for minor development permit applications.	50Estimated	47.0%	8%
Conduct interviews, surveys and site inspections concerning factors that affect land usage, such as zoning, traffic flow and housing.	35Estimated	29.0%	8%
Prepare, maintain and update files and records, including land use data and statistics.	92Estimated	86.0%	10%
Prepare, develop and maintain maps and databases.	88Estimated	84.4%	8%
Perform clerical duties such as composing, typing and proofreading documents, scheduling appointments and meetings, handling mail and posting public notices.	47.85Observed	68.3%	5%
Perform code enforcement tasks.	62Estimated	74.0%	4%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to City and Regional Planning Aides skill gaps, ranked by relevance to your displacement risk profile.

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Upskill to Reduce Risk

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DataCampbeginner

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21 hours$25/mo4.7Certificate

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Estimated Impact

-6.8pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

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~8 weeks$49/mo4.7Certificate

Enhances AI augmentation: Writing

Estimated Impact

-5.3pt risk+$3K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate

Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$3K/yr salary

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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.