Takeover Tracker

20%low risk
Nannies
vs

35 shared · 19 different

core competencies

Side-by-Side Comparison

MetricNanniesTransportation Attendants, Except Flight Attendants
Risk Score20.0%36.4%
Risk TierLow RiskMedium Risk
Risk Percentile7th70th
Tasks at Risk (>50%)2 / 158 / 14
Median Salary$32,050$37,560
Employment520K25K

Skill Comparison

|

Sorted by largest difference

Thinking Creatively
Transportation
Assisting and Caring for Others
Training and Teaching Others
Coaching and Developing Others
Performing General Physical Activities
Judgment and Decision MakingAI-Augmented
Originality
MonitoringAI-Augmented
Time Management
Problem Sensitivity
Complex Problem SolvingAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Nannies

34%

total discount

Transportation Attendants, Except Flight Attendants

27%

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.

Transportation Attendants, Except Flight Attendants

8 of 14 at risk
88%Determine or facilitate seating arrangements.
87%Count and verify tickets and seat reservations and record numbers of passengers boarding and disembarking.
69%Open and close doors for passengers.
67%Provide customers with information on routes, gates, prices, timetables, terminals, or concourses.
67%Issue and collect passenger boarding passes and transfers, tearing or punching tickets as necessary to prevent reuse.

Wage Comparison

Transportation Attendants, Except Flight Attendants earns +$5,510(+17%) vs Nannies
NanniesTransportation Attendants, Except Flight Attendants
10th
$22,900$29,120
25th
$28,000$32,090
Median
$32,050$37,560
75th
$36,960$41,180
90th
$44,560$49,510

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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