Science · SOC 19-3099.01
AI accelerates traffic modeling and document prep, but community-specific judgment and stakeholder navigation stay human.
Parts of the job are exposed, but judgment and context still matter.
Timeline: AI will take over much of the data processing and document generation in 3-5 years, but planners who can navigate political, community, and regulatory complexity will remain essential.
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$93,330 median pay
$166,290 median pay
$104,160 median pay
$109,840 median pay
$93,330 median pay
$100,590 median pay
AI job-risk card
Transportation Planners is watch on AIFear. Parts of the job are exposed, but judgment and context still matter.
AIFear.com
Our AI Fear Score for Transportation Planners is 50/100 (Watch). Parts of the job are exposed, but judgment and context still matter.
50 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Most exposed: Running and interpreting traffic modeling software, Drafting environmental assessment documents, Analyzing GIS and traffic count datasets, Preparing permit application documentation. Harder to automate: Defining local planning priorities with community input, Building multi-agency collaborative strategies, Developing novel transportation models, Negotiating trade-offs between competing interests.
Lean into GIS and spatial analysis, AI-assisted transport modeling, Environmental impact assessment, Stakeholder facilitation, Sustainable mobility planning. Consider roles such as Urban or regional planner or Transportation policy director or Environmental compliance manager.
Tasks, skills and AI-exposure for this role were reviewed by an AI model against its O*NET task profile (curated roles use published research anchors). Pay and employment, where shown, are U.S. BLS OEWS (May 2024) figures. This is an estimate, not a prediction about any individual's job. Compare all occupations.