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.
AI Impact Summary
City and Regional Planning Aides faces moderate AI displacement risk with a score of 42/100. This occupation has higher AI displacement risk than 86% of all analyzed occupations. Of 12 analyzed tasks, 5 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to City and Regional Planning Aides skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
12 tasks analyzed
Participate in and support team planning efforts.
Prepare reports, using statistics, charts, and graphs, to illustrate planning studies in areas such as population, land use, or zoning.
Research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.
Provide and process zoning and project permits and applications.
Respond to public inquiries and complaints.
Serve as liaison between planning department and other departments and agencies.
Inspect sites and review plans for minor development permit applications.
Conduct interviews, surveys and site inspections concerning factors that affect land usage, such as zoning, traffic flow and housing.
Prepare, maintain and update files and records, including land use data and statistics.
Prepare, develop and maintain maps and databases.
Perform clerical duties such as composing, typing and proofreading documents, scheduling appointments and meetings, handling mail and posting public notices.
Perform code enforcement tasks.
| 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% |
Protective Factors
Total protective discount: 28.5%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$58,040
per year
Mean Wage
$63,560
per year
Employment
33K
workers
Wage Range
$36,410 - $100,620
10th - 90th pct
Wage Distribution
Explore other career paths
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Alternate Career Paths
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Transportation Planners
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Higher risk than 56% of other occupations
Insurance Sales Agents
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Higher risk than 59% of other occupations
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34%Higher risk than 64% of other occupations
Geographic Information Systems Technicians
38%Higher risk than 76% of other occupations
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40%Higher risk than 80% of other occupations
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40%Median salary: $80,880
Higher risk than 82% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. City and Regional Planning Aides professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change