medium risk
Transportation Plannersvs
52 shared · 32 different
core competencies
medium risk
City and Regional Planning AidesSide-by-Side Comparison
Transportation Planners leads 4–1| Metric | Transportation Planners | City and Regional Planning Aides |
|---|---|---|
| Risk Score | 32.9% | 42.2% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 56th | 86th |
| Tasks at Risk (>50%) | 9 / 15 | 6 / 12 |
| Median Salary | $100,340 | $58,040 |
| Employment | 37K | 33K |
Skill Comparison
|
Sorted by largest difference
Transportation
Engineering and Technology
Provide Consultation and Advice to Others
Guiding, Directing, and Motivating Subordinates
Coaching and Developing Others
Making Decisions and Solving Problems
Estimating the Quantifiable Characteristics of Products, Events, or Information
Fluency of Ideas
Systems Evaluation
MathematicsAI-Vulnerable
Geography
Visualization
Protective Factors
Higher values indicate stronger protection against AI displacement
Transportation Planners
31%
total discount
City and Regional Planning Aides
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Transportation Planners
9 of 15 at risk72%Prepare necessary documents to obtain planned project approvals or permits.
64%Analyze information from traffic counting programs.
54%Design transportation surveys to identify areas of public concern.
53%Interpret data from traffic modeling software, geographic information systems, or associated databases.
53%Define regional or local transportation planning problems or priorities.
City and Regional Planning Aides
6 of 12 at risk86%Prepare, maintain and update files and records, including land use data and statistics.
85%Prepare reports, using statistics, charts, and graphs, to illustrate planning studies in areas such as population, land use, or zoning.
84%Prepare, develop and maintain maps and databases.
83%Provide and process zoning and project permits and applications.
74%Perform code enforcement tasks.
Wage Comparison
City and Regional Planning Aides earns -$42,300(-42%) vs Transportation Planners
Transportation PlannersCity and Regional Planning Aides
10th
$62,570$36,410
25th
$79,210$46,190
Median
$100,340$58,040
75th
$127,880$73,060
90th
$160,810$100,620
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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