Nannies vs Transportation Attendants, Except Flight Attendants AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Nannies

35 shared · 19 different

core competencies

medium risk

Transportation Attendants, Except Flight Attendants

Side-by-Side Comparison

Nannies leads 4–1

Metric	Nannies	Transportation Attendants, Except Flight Attendants
Risk Score	20.0%	36.4%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	7th	70th
Tasks at Risk (>50%)	2 / 15	8 / 14
Median Salary	$32,050	$37,560
Employment	520K	25K

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Nannies2028–2035

Transportation Attendants, Except Flight Attendants2028–2035

20242030203520402045

Nannies has a longer runway before significant displacement, projected 0 years later than Transportation Attendants, Except Flight Attendants.

Risk-Adjusted Salary

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

Nannies

$25,627

from $32,050

Transportation Attendants, Except Flight Attendants

$23,907

from $37,560

After adjusting for AI risk, Nannies offers $1,720 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Nannies

Unique to Transportation

Combined Protection Strategy

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

Creativity

Fine Manipulation

Decision Complexity

Social Intelligence

NanniesTransportation Attendants, Except Flight Attendants

Find transitions from Nannies Find transitions from Transportation Attendants, Except Flight Attendants