medium risk
Transportation Managersvs
77 shared · 15 different
core competencies
Side-by-Side Comparison
Education Administrators, Preschool and Childcare Center/Program leads 4–1| Metric | Transportation Managers | Education Administrators, Preschool and Childcare Center/Program |
|---|---|---|
| Risk Score | 27.9% | 25.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 29th | 20th |
| Tasks at Risk (>50%) | 6 / 15 | 3 / 15 |
| Median Salary | $102,010 | $56,270 |
| Employment | 213K | 72K |
Skill Comparison
|
Sorted by largest difference
Transportation
Assisting and Caring for Others
Analyzing Data or Information
Processing Information
Performing for or Working Directly with the Public
Education and Training
Service OrientationAI-Resistant
Identifying Objects, Actions, and Events
Establishing and Maintaining Interpersonal Relationships
Performing Administrative Activities
Getting Information
Monitor Processes, Materials, or Surroundings
Protective Factors
Higher values indicate stronger protection against AI displacement
Transportation Managers
33%
total discount
Education Administrators, Preschool and Childcare Center/Program
35%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Transportation Managers
6 of 15 at risk86%Monitor spending to ensure that expenses are consistent with approved budgets.
80%Implement schedule or policy changes for transportation services.
59%Monitor operations to ensure that staff members comply with administrative policies and procedures, safety rules, union contracts, environmental policies, or government regulations.
51%Direct activities related to dispatching, routing, or tracking transportation vehicles, such as aircraft or railroad cars.
51%Prepare management recommendations, such as proposed fee and tariff increases or schedule changes.
Education Administrators, Preschool and Childcare Center/Program
3 of 15 at risk71%Prepare and maintain attendance, activity, planning, accounting, or personnel reports and records for officials and agencies, or direct preparation and maintenance activities.
53%Prepare and submit budget requests or grant proposals to solicit program funding.
52%Determine the scope of educational program offerings and prepare drafts of program schedules and descriptions to estimate staffing and facility requirements.
50%Review and evaluate new and current programs to determine their efficiency, effectiveness, and compliance with state, local, and federal regulations and recommend any necessary modifications.
49%Set educational standards and goals and help establish policies, procedures, and programs to carry them out.
Wage Comparison
Education Administrators, Preschool and Childcare Center/Program earns -$45,740(-45%) vs Transportation Managers
Transportation ManagersEducation Administrators, Preschool and Childcare Center/Program
10th
$61,200$37,060
25th
$78,360$45,310
Median
$102,010$56,270
75th
$136,050$72,690
90th
$180,590$96,400
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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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