Childcare Workers vs Food Servers, Nonrestaurant AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Childcare Workers

39 shared · 13 different

core competencies

medium risk

Food Servers, Nonrestaurant

Side-by-Side Comparison

Childcare Workers leads 4–1

Metric	Childcare Workers	Food Servers, Nonrestaurant
Risk Score	21.7%	44.0%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	11th	90th
Tasks at Risk (>50%)	2 / 15	7 / 14
Median Salary	$32,050	$34,460
Employment	520K	272K

Skill Comparison

Sorted by largest difference

Thinking Creatively

Handling and Moving Objects

Education and Training

Developing Objectives and Strategies

Assisting and Caring for Others

Active LearningAI-Augmented

Resolving Conflicts and Negotiating with Others

Problem Sensitivity

Time Sharing

Customer and Personal Service

Organizing, Planning, and Prioritizing Work

Service OrientationAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Childcare Workers

30%

total discount

Food Servers, Nonrestaurant

23%

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.

Food Servers, Nonrestaurant

7 of 14 at risk

88%Total checks, present them to customers, and accept payment for services.

87%Take food orders and relay orders to kitchens or serving counters so they can be filled.

87%Record amounts and types of special food items served to customers.

77%Monitor food distribution, ensuring that meals are delivered to the correct recipients and that guidelines, such as those for special diets, are followed.

77%Monitor food preparation or serving techniques to ensure that proper procedures are followed.

Wage Comparison

Food Servers, Nonrestaurant earns +$2,410(+8%) vs Childcare Workers

Childcare WorkersFood Servers, Nonrestaurant

10th

$22,900$26,590

25th

$28,000$29,800

Median

$32,050$34,460

75th

$36,960$37,550

90th

$44,560$44,770

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Childcare Workers2028–2035

Food Servers, Nonrestaurant2028–2035

20242030203520402045

Childcare Workers has a longer runway before significant displacement, projected 0 years later than Food Servers, Nonrestaurant.

Risk-Adjusted Salary

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

Childcare Workers

$25,095

from $32,050

Food Servers, Nonrestaurant

$19,294

from $34,460

After adjusting for AI risk, Childcare Workers offers $5,801 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Childcare

Unique to Food

Combined Protection Strategy

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

Creativity

Social Intelligence

Regulatory Barriers

Fine Manipulation

Childcare WorkersFood Servers, Nonrestaurant

Find transitions from Childcare Workers Find transitions from Food Servers, Nonrestaurant