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AI Automation Index
Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Urban and Regional Planners. Run the upskilling simulator.
AI Vulnerability
Median Salary
Growth Demand
We parsed O*NET's 25 constituent tasks for this occupation and classified them by AI threat risk.
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Simulate Upskilling →Design, promote, or administer government plans or policies affecting land use, zoning, public utilities, community facilities, housing, or transportation.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Advise planning officials on project feasibility, cost-effectiveness, regulatory conformance, or possible alternatives.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Create, prepare, or requisition graphic or narrative reports on land use data, including land area maps overlaid with geographic variables, such as population density.
Semi-structured task combining routine and non-routine responsibilities.
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.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Mediate community disputes or assist in developing alternative plans or recommendations for programs or projects.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Recommend approval, denial, or conditional approval of proposals.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Conduct field investigations, surveys, impact studies, or other research to compile and analyze data on economic, social, regulatory, or physical factors affecting land use.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Evaluate proposals for infrastructure projects or other development for environmental impact or sustainability.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Discuss with planning officials the purpose of land use projects, such as transportation, conservation, residential, commercial, industrial, or community use.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Keep informed about economic or legal issues involved in zoning codes, building codes, or environmental regulations.
Semi-structured task combining routine and non-routine responsibilities.
Assess the feasibility of land use proposals and identify necessary changes.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Determine the effects of regulatory limitations on land use projects.
Semi-structured task combining routine and non-routine responsibilities.
Review and evaluate environmental impact reports pertaining to private or public planning projects or programs.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Supervise or coordinate the work of urban planning technicians or technologists.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Develop plans for public or alternative transportation systems for urban or regional locations to reduce carbon output associated with transportation.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Identify opportunities or develop plans for sustainability projects or programs to improve energy efficiency, minimize pollution or waste, or restore natural systems.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Coordinate work with economic consultants or architects during the formulation of plans or the design of large pieces of infrastructure.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Advocate sustainability to community groups, government agencies, the general public, or special interest groups.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Investigate property availability for purposes of development.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Conduct interviews, surveys and site inspections concerning factors that affect land usage, such as zoning, traffic flow and housing.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Prepare reports, using statistics, charts, and graphs, to illustrate planning studies in areas such as population, land use, or zoning.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Prepare, develop and maintain maps and databases.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Prepare, maintain and update files and records, including land use data and statistics.
Routine cognitive or manual task with high vulnerability to automation.
Research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Respond to public inquiries and complaints.
Semi-structured task combining routine and non-routine responsibilities.
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O*NET Methodology
This page dynamically extracts data structures sponsored by the U.S. Department of Labor. Our AI classification applies cognitive task automation risk models to individual tasks.
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