medium risk
Transportation Plannersvs
71 shared · 16 different
core competencies
Side-by-Side Comparison
Brownfield Redevelopment Specialists and Site Managers leads 5–0| Metric | Transportation Planners | Brownfield Redevelopment Specialists and Site Managers |
|---|---|---|
| Risk Score | 32.9% | 29.6% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 56th | 36th |
| Tasks at Risk (>50%) | 9 / 15 | 5 / 15 |
| Median Salary | $100,340 | $136,550 |
| Employment | 37K | 631K |
Skill Comparison
|
Sorted by largest difference
Transportation
Monitor Processes, Materials, or Surroundings
Management of Financial Resources
Design
Engineering and Technology
Monitoring and Controlling Resources
Analyzing Data or Information
Scheduling Work and Activities
NegotiationAI-Resistant
Evaluating Information to Determine Compliance with Standards
MathematicsAI-Vulnerable
Coaching and Developing Others
Protective Factors
Higher values indicate stronger protection against AI displacement
Transportation Planners
31%
total discount
Brownfield Redevelopment Specialists and Site Managers
32%
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.
Brownfield Redevelopment Specialists and Site Managers
5 of 15 at risk86%Maintain records of decisions, actions, and progress related to environmental redevelopment projects.
84%Prepare reports or presentations to communicate brownfield redevelopment needs, status, or progress.
84%Prepare and submit permit applications for demolition, cleanup, remediation, or construction projects.
80%Coordinate the disposal of hazardous waste.
51%Identify and apply for project funding.
Wage Comparison
Brownfield Redevelopment Specialists and Site Managers earns +$36,210(+36%) vs Transportation Planners
Transportation PlannersBrownfield Redevelopment Specialists and Site Managers
10th
$62,570$68,860
25th
$79,210$100,010
Median
$100,340$136,550
75th
$127,880$179,190
90th
$160,810$227,590
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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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Transportation Planners: Not yetBrownfield Redevelopment Specialists and Site Managers: Not yet