Takeover Tracker
33%medium risk
Flight Attendants
vs

22 shared · 30 different

core competencies

28%medium risk
Nonfarm Animal Caretakers

Side-by-Side Comparison

MetricFlight AttendantsNonfarm Animal Caretakers
Risk Score32.9%28.4%
Risk TierMedium RiskMedium Risk
Risk Percentile56th31th
Tasks at Risk (>50%)8 / 154 / 15
Median Salary$67,130$33,470
Employment130K277K

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Customer and Personal Service
Assisting and Caring for Others
Resolving Conflicts and Negotiating with Others
Monitor Processes, Materials, or Surroundings
Coordinating the Work and Activities of Others
Identifying Objects, Actions, and Events
Speech Clarity
Evaluating Information to Determine Compliance with Standards
Establishing and Maintaining Interpersonal Relationships
Service OrientationAI-Resistant
Speaking

Protective Factors

Higher values indicate stronger protection against AI displacement

Flight Attendants

33%

total discount

Nonfarm Animal Caretakers

26%

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.

Nonfarm Animal Caretakers

4 of 15 at risk
85%Collect and record animal information, such as weight, size, physical condition, treatments received, medications given, and food intake.
69%Adjust controls to regulate specified temperature and humidity of animal quarters, nurseries, or exhibit areas.
65%Answer telephones and schedule appointments.
51%Feed and water animals according to schedules and feeding instructions.
49%Examine and observe animals to detect signs of illness, disease, or injury.

Wage Comparison

Nonfarm Animal Caretakers earns -$33,660(-50%) vs Flight Attendants
Flight AttendantsNonfarm Animal Caretakers
10th
$34,030$24,500
25th
$52,280$28,870
Median
$67,130$33,470
75th
$98,160$37,160
90th
$138,040$46,480

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Flight Attendants2028–2035
Nonfarm Animal Caretakers2028–2035
20242030203520402045

Nonfarm Animal Caretakers has a longer runway before significant displacement, projected 0 years later than Flight Attendants.

Risk-Adjusted Salary

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

Flight Attendants

$45,058

from $67,130

Nonfarm Animal Caretakers

$23,978

from $33,470

After adjusting for AI risk, Flight Attendants offers $21,080 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Flight

0

Unique to Nonfarm

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Fine Manipulation
Decision Complexity
Flight AttendantsNonfarm Animal Caretakers
Find transitions from Flight AttendantsFind transitions from Nonfarm Animal Caretakers