medium risk
Transportation Plannersvs
63 shared · 19 different
core competencies
medium risk
Cost EstimatorsSide-by-Side Comparison
Transportation Planners leads 4–1| Metric | Transportation Planners | Cost Estimators |
|---|---|---|
| Risk Score | 32.9% | 37.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 56th | 72th |
| Tasks at Risk (>50%) | 9 / 15 | 8 / 14 |
| Median Salary | $100,340 | $77,070 |
| Employment | 37K | 220K |
Skill Comparison
|
Sorted by largest difference
Transportation
Developing Objectives and Strategies
Building and Construction
Management of Financial Resources
Design
Communicating with Persons Outside Organization
Number Facility
Economics and Accounting
Making Decisions and Solving Problems
Visualization
Computers and Electronics
Mathematical Reasoning
Protective Factors
Higher values indicate stronger protection against AI displacement
Transportation Planners
31%
total discount
Cost Estimators
29%
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.
Cost Estimators
8 of 14 at risk87%Prepare cost and expenditure statements and other necessary documentation at regular intervals for the duration of the project.
86%Collect historical cost data to estimate costs for current or future products.
84%Prepare estimates for use in selecting vendors or subcontractors.
66%Prepare and maintain a directory of suppliers, contractors and subcontractors.
55%Analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates.
Wage Comparison
Cost Estimators earns -$23,270(-23%) vs Transportation Planners
Transportation PlannersCost Estimators
10th
$62,570$46,330
25th
$79,210$59,830
Median
$100,340$77,070
75th
$127,880$99,630
90th
$160,810$128,640
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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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