Takeover Tracker
28%medium risk
Nonfarm Animal Caretakers
vs

48 shared · 10 different

core competencies

22%low risk
Childcare Workers

Side-by-Side Comparison

MetricNonfarm Animal CaretakersChildcare Workers
Risk Score28.4%21.7%
Risk TierMedium RiskLow Risk
Risk Percentile31th11th
Tasks at Risk (>50%)4 / 152 / 15
Median Salary$33,470$32,050
Employment277K520K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Assisting and Caring for Others
Thinking Creatively
Developing Objectives and Strategies
Learning Strategies
Fluency of Ideas
Social PerceptivenessAI-Resistant
Education and Training
Static Strength
Oral Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

Nonfarm Animal Caretakers

26%

total discount

Childcare Workers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Nonfarm Animal Caretakers

4 of 15 at risk
85%Collect and record animal information, such as weight, size, physical condition, treatments received, medications given, and food intake.
69%Adjust controls to regulate specified temperature and humidity of animal quarters, nurseries, or exhibit areas.
65%Answer telephones and schedule appointments.
51%Feed and water animals according to schedules and feeding instructions.
49%Examine and observe animals to detect signs of illness, disease, or injury.

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 -$1,420(-4%) vs Nonfarm Animal Caretakers
Nonfarm Animal CaretakersChildcare Workers
10th
$24,500$22,900
25th
$28,870$28,000
Median
$33,470$32,050
75th
$37,160$36,960
90th
$46,480$44,560

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Nonfarm Animal Caretakers2028–2035
Childcare Workers2028–2035
20242030203520402045

Childcare Workers has a longer runway before significant displacement, projected 0 years later than Nonfarm Animal Caretakers.

Risk-Adjusted Salary

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

Nonfarm Animal Caretakers

$23,978

from $33,470

Childcare Workers

$25,095

from $32,050

After adjusting for AI risk, Childcare Workers offers $1,117 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Nonfarm

0

Unique to Childcare

Combined Protection Strategy

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

Creativity
Social Intelligence
Fine Manipulation
Regulatory Barriers
Nonfarm Animal CaretakersChildcare Workers
Find transitions from Nonfarm Animal CaretakersFind transitions from Childcare Workers