Takeover Tracker
36%medium risk
Transportation Attendants, Except Flight Attendants
vs

24 shared · 7 different

core competencies

40%medium risk
Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

Side-by-Side Comparison

MetricTransportation Attendants, Except Flight AttendantsHosts and Hostesses, Restaurant, Lounge, and Coffee Shop
Risk Score36.4%39.5%
Risk TierMedium RiskMedium Risk
Risk Percentile70th79th
Tasks at Risk (>50%)8 / 147 / 15
Median Salary$37,560$30,380
Employment25K427K

Skill Comparison

|

Sorted by largest difference

Transportation
Performing for or Working Directly with the Public
Assisting and Caring for Others
Customer and Personal Service
MonitoringAI-Augmented
Service OrientationAI-Resistant
Resolving Conflicts and Negotiating with Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Transportation Attendants, Except Flight Attendants

27%

total discount

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

7 of 15 at risk
88%Operate cash registers to accept payments for food and beverages.
87%Assign patrons to tables suitable for their needs and according to rotation so that servers receive an appropriate number of seatings.
84%Prepare cash receipts after establishments close, and make bank deposits.
68%Receive and record patrons' dining reservations.
62%Answer telephone calls and respond to inquiries or transfer calls.

Wage Comparison

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop earns -$7,180(-19%) vs Transportation Attendants, Except Flight Attendants
Transportation Attendants, Except Flight AttendantsHosts and Hostesses, Restaurant, Lounge, and Coffee Shop
10th
$29,120$22,010
25th
$32,090$26,630
Median
$37,560$30,380
75th
$41,180$35,840
90th
$49,510$42,600

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Transportation Attendants, Except Flight Attendants2028–2035
Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop2028–2035
20242030203520402045

Transportation Attendants, Except Flight Attendants has a longer runway before significant displacement, projected 0 years later than Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop.

Risk-Adjusted Salary

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

Transportation Attendants, Except Flight Attendants

$23,907

from $37,560

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

$18,368

from $30,380

After adjusting for AI risk, Transportation Attendants, Except Flight Attendants offers $5,539 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Transportation

0

Unique to Hosts

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Fine Manipulation
Creativity
Transportation Attendants, Except Flight AttendantsHosts and Hostesses, Restaurant, Lounge, and Coffee Shop
Find transitions from Transportation Attendants, Except Flight AttendantsFind transitions from Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop