Takeover Tracker
vs

48 shared · 17 different

core competencies

Side-by-Side Comparison

MetricPreschool Teachers, Except Special EducationChildcare Workers
Risk Score23.2%21.7%
Risk TierLow RiskLow Risk
Risk Percentile14th11th
Tasks at Risk (>50%)4 / 152 / 15
Median Salary$37,120$32,050
Employment445K520K

Skill Comparison

|

Sorted by largest difference

Scheduling Work and Activities
Learning Strategies
Training and Teaching Others
Guiding, Directing, and Motivating Subordinates
Establishing and Maintaining Interpersonal Relationships
Coaching and Developing Others
Thinking Creatively
Performing for or Working Directly with the Public
Communicating with Persons Outside Organization
Communicating with Supervisors, Peers, or Subordinates
Originality
Education and Training

Protective Factors

Higher values indicate stronger protection against AI displacement

Preschool Teachers, Except Special Education

33%

total discount

Childcare Workers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Preschool Teachers, Except Special Education

4 of 15 at risk
61%Provide a variety of materials and resources for children to explore, manipulate, and use, both in learning activities and in imaginative play.
56%Prepare materials and classrooms for class activities.
52%Observe and evaluate children's performance, behavior, social development, and physical health.
51%Establish clear objectives for all lessons, units, and projects and communicate those objectives to children.
45%Organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, storytelling, and field trips.

Childcare Workers

2 of 15 at risk
85%Perform general administrative tasks, such as taking attendance, editing internal paperwork, and making phone calls.
70%Keep records on individual children, including daily observations and information about activities, meals served, and medications administered.
45%Organize and store toys and materials to ensure order in activity areas.
45%Sterilize bottles and prepare formulas.
41%Sanitize toys and play equipment.

Wage Comparison

Childcare Workers earns -$5,070(-14%) vs Preschool Teachers, Except Special Education
Preschool Teachers, Except Special EducationChildcare Workers
10th
$28,300$22,900
25th
$31,250$28,000
Median
$37,120$32,050
75th
$46,550$36,960
90th
$60,070$44,560

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Preschool Teachers, Except Special Education20282035
Childcare Workers20282035
20242030203520402045

Childcare Workers has a longer runway before significant displacement, projected 0 years later than Preschool Teachers, Except Special Education.

Risk-Adjusted Salary

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

Preschool Teachers, Except Special Education

$28,512

from $37,120

Childcare Workers

$25,095

from $32,050

After adjusting for AI risk, Preschool Teachers, Except Special Education offers $3,417 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Preschool

0

Unique to Childcare

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Fine Manipulation
Preschool Teachers, Except Special EducationChildcare Workers