Takeover Tracker

vs

77 shared · 15 different

core competencies

Side-by-Side Comparison

MetricEducation Administrators, Preschool and Childcare Center/ProgramTransportation Managers
Risk Score25.3%27.9%
Risk TierMedium RiskMedium Risk
Risk Percentile20th29th
Tasks at Risk (>50%)3 / 156 / 15
Median Salary$56,270$102,010
Employment72K213K

Skill Comparison

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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

Education Administrators, Preschool and Childcare Center/Program

35%

total discount

Transportation Managers

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Education Administrators, Preschool and Childcare Center/Program

3 of 15 at risk
71%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.

Transportation Managers

6 of 15 at risk
86%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.

Wage Comparison

Transportation Managers earns +$45,740(+81%) vs Education Administrators, Preschool and Childcare Center/Program
Education Administrators, Preschool and Childcare Center/ProgramTransportation Managers
10th
$37,060$61,200
25th
$45,310$78,360
Median
$56,270$102,010
75th
$72,690$136,050
90th
$96,400$180,590

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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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