Childcare Workers vs Nonfarm Animal Caretakers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Childcare Workers

48 shared · 10 different

core competencies

medium risk

Nonfarm Animal Caretakers

Side-by-Side Comparison

Childcare Workers leads 4–1

Metric	Childcare Workers	Nonfarm Animal Caretakers
Risk Score	21.7%	28.4%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	11th	31th
Tasks at Risk (>50%)	2 / 15	4 / 15
Median Salary	$32,050	$33,470
Employment	520K	277K

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

Childcare Workers

30%

total discount

Nonfarm Animal Caretakers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Nonfarm Animal Caretakers earns +$1,420(+4%) vs Childcare Workers

Childcare WorkersNonfarm Animal Caretakers

10th

$22,900$24,500

25th

$28,000$28,870

Median

$32,050$33,470

75th

$36,960$37,160

90th

$44,560$46,480

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Childcare Workers2028–2035

Nonfarm Animal Caretakers2028–2035

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%)

Childcare Workers

$25,095

from $32,050

Nonfarm Animal Caretakers

$23,978

from $33,470

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

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Childcare

Unique to Nonfarm

Combined Protection Strategy

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

Creativity

Social Intelligence

Fine Manipulation

Regulatory Barriers

Childcare WorkersNonfarm Animal Caretakers

Find transitions from Childcare Workers Find transitions from Nonfarm Animal Caretakers