Education Administrators, Preschool and Childcare Center/Program vs First-Line Supervisors of Retail Sales Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Education Administrators, Preschool and Childcare Center/Program

61 shared · 24 different

core competencies

medium risk

First-Line Supervisors of Retail Sales Workers

Side-by-Side Comparison

Education Administrators, Preschool and Childcare Center/Program leads 5–0

Metric	Education Administrators, Preschool and Childcare Center/Program	First-Line Supervisors of Retail Sales Workers
Risk Score	25.3%	35.2%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	20th	66th
Tasks at Risk (>50%)	3 / 15	8 / 15
Median Salary	$56,270	$47,320
Employment	72K	1.1M

Skill Comparison

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Education Administrators, Preschool and Childcare Center/Program2028–2035

First-Line Supervisors of Retail Sales Workers2028–2035

20242030203520402045

Education Administrators, Preschool and Childcare Center/Program has a longer runway before significant displacement, projected 0 years later than First-Line Supervisors of Retail Sales Workers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Education Administrators, Preschool and Childcare Center/Program

$42,039

from $56,270

First-Line Supervisors of Retail Sales Workers

$30,673

from $47,320

After adjusting for AI risk, Education Administrators, Preschool and Childcare Center/Program offers $11,366 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Education

Unique to First-Line

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Creativity

Social Intelligence

Fine Manipulation

Regulatory Barriers

Education Administrators, Preschool and Childcare Center/ProgramFirst-Line Supervisors of Retail Sales Workers

Find transitions from Education Administrators, Preschool and Childcare Center/Program Find transitions from First-Line Supervisors of Retail Sales Workers