Takeover Tracker

Side-by-Side Comparison

MetricEducation Administrators, Preschool and Childcare Center/ProgramFirst-Line Supervisors of Retail Sales Workers
Risk Score25.3%35.2%
Risk TierMedium RiskMedium Risk
Risk Percentile20th66th
Tasks at Risk (>50%)3 / 158 / 15
Median Salary$56,270$47,320
Employment72K1.1M

Skill Comparison

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Sorted by largest difference

Thinking Creatively
Monitoring and Controlling Resources
Psychology
Assisting and Caring for Others
Performing Administrative Activities
Developing Objectives and Strategies
Written Comprehension
Written Expression
Evaluating Information to Determine Compliance with Standards
Inductive Reasoning
Provide Consultation and Advice to Others
Judgment and Decision MakingAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Education Administrators, Preschool and Childcare Center/Program

35%

total discount

First-Line Supervisors of Retail Sales Workers

31%

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.

First-Line Supervisors of Retail Sales Workers

8 of 15 at risk
88%Keep records of purchases, sales, and requisitions.
88%Inventory stock and reorder when inventory drops to a specified level.
87%Review inventory and sales records to prepare reports for management and budget departments.
86%Plan and prepare work schedules and keep records of employees' work schedules and time cards.
80%Assign employees to specific duties.

Wage Comparison

First-Line Supervisors of Retail Sales Workers earns -$8,950(-16%) vs Education Administrators, Preschool and Childcare Center/Program
Education Administrators, Preschool and Childcare Center/ProgramFirst-Line Supervisors of Retail Sales Workers
10th
$37,060$31,120
25th
$45,310$37,580
Median
$56,270$47,320
75th
$72,690$60,510
90th
$96,400$76,560

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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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Education Administrators, Preschool and Childcare Center/Program: Not yetFirst-Line Supervisors of Retail Sales Workers: Not yet