Takeover Tracker

20%low risk
Nannies
vs

26 shared · 25 different

core competencies

Side-by-Side Comparison

MetricNanniesFood Servers, Nonrestaurant
Risk Score20.0%44.0%
Risk TierLow RiskMedium Risk
Risk Percentile7th90th
Tasks at Risk (>50%)2 / 157 / 14
Median Salary$32,050$34,460
Employment520K272K

Skill Comparison

|

Sorted by largest difference

Assisting and Caring for Others
Problem Sensitivity
Social PerceptivenessAI-Resistant
MonitoringAI-Augmented
Oral Expression
Service OrientationAI-Resistant
Speaking
Establishing and Maintaining Interpersonal Relationships
Thinking Creatively
Judgment and Decision MakingAI-Augmented
Deductive Reasoning
Critical ThinkingAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Nannies

34%

total discount

Food Servers, Nonrestaurant

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Nannies

2 of 15 at risk
74%Regulate children's rest periods and nap schedules.
52%Observe children's behavior for irregularities, take temperature, transport children to doctor, or administer medications, as directed, to maintain children's health.
45%Teach and perform age-appropriate activities, such as lap play, reading, and arts and crafts, to encourage intellectual development of children.
35%Remove hazards and develop appropriate boundaries and rules to create a safe environment for children.
35%Supervise and assist with homework.

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 Nannies
NanniesFood 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

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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