Takeover Tracker
33%medium risk
Flight Attendants
vs

33 shared · 24 different

core competencies

49%medium risk
Gaming Dealers

Side-by-Side Comparison

MetricFlight AttendantsGaming Dealers
Risk Score32.9%49.1%
Risk TierMedium RiskMedium Risk
Risk Percentile56th96th
Tasks at Risk (>50%)8 / 1512 / 15
Median Salary$67,130$33,280
Employment130K83K

Skill Comparison

|

Sorted by largest difference

Psychology
Assisting and Caring for Others
Handling and Moving Objects
Public Safety and Security
Customer and Personal Service
Performing for or Working Directly with the Public
Resolving Conflicts and Negotiating with Others
Monitor Processes, Materials, or Surroundings
Coordinating the Work and Activities of Others
Making Decisions and Solving Problems
English Language
Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Flight Attendants

33%

total discount

Gaming Dealers

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Flight Attendants

8 of 15 at risk
87%Announce and demonstrate safety and emergency procedures, such as the use of oxygen masks, seat belts, and life jackets.
87%Announce flight delays and descent preparations.
87%Inspect passenger tickets to verify information and to obtain destination information.
78%Attend preflight briefings concerning weather, altitudes, routes, emergency procedures, crew coordination, lengths of flights, food and beverage services offered, and numbers of passengers.
62%Prepare passengers and aircraft for landing, following procedures.

Gaming Dealers

12 of 15 at risk
88%Pay winnings or collect losing bets as established by the rules and procedures of a specific game.
88%Deal cards to house hands, and compare these with players' hands to determine winners, as in black jack.
88%Conduct gambling games, such as dice, roulette, cards, or keno, following all applicable rules and regulations.
88%Check to ensure that all players have placed bets before play begins.
88%Apply rule variations to card games such as poker, in which players bet on the value of their hands.

Wage Comparison

Gaming Dealers earns -$33,850(-50%) vs Flight Attendants
Flight AttendantsGaming Dealers
10th
$34,030$22,340
25th
$52,280$24,480
Median
$67,130$33,280
75th
$98,160$45,430
90th
$138,040$73,530

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Flight Attendants20282035
Gaming Dealers20282035
20242030203520402045

Flight Attendants has a longer runway before significant displacement, projected 0 years later than Gaming Dealers.

Risk-Adjusted Salary

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

Flight Attendants

$45,058

from $67,130

Gaming Dealers

$16,953

from $33,280

After adjusting for AI risk, Flight Attendants offers $28,105 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Flight

0

Unique to Gaming

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Fine Manipulation
Decision Complexity
Flight AttendantsGaming Dealers