Takeover Tracker
vs

23 shared · 7 different

core competencies

Side-by-Side Comparison

MetricAmusement and Recreation AttendantsHosts and Hostesses, Restaurant, Lounge, and Coffee Shop
Risk Score42.7%39.5%
Risk TierMedium RiskMedium Risk
Risk Percentile87th79th
Tasks at Risk (>50%)8 / 157 / 15
Median Salary$30,490$30,380
Employment372K427K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Clerical
Performing General Physical Activities
Administration and Management
Assisting and Caring for Others
Communicating with Supervisors, Peers, or Subordinates
Monitor Processes, Materials, or Surroundings

Protective Factors

Higher values indicate stronger protection against AI displacement

Amusement and Recreation Attendants

23%

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

Amusement and Recreation Attendants

8 of 15 at risk
87%Sell tickets and collect fees from customers.
87%Record details of attendance, sales, receipts, reservations, or repair activities.
85%Rent, sell, or issue sporting equipment and supplies, such as bowling shoes, golf balls, swimming suits, or beach chairs.
85%Direct patrons to rides, seats, or attractions.
71%Verify, collect, or punch tickets before admitting patrons to venues such as amusement parks and rides.

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 -$110(0%) vs Amusement and Recreation Attendants
Amusement and Recreation AttendantsHosts and Hostesses, Restaurant, Lounge, and Coffee Shop
10th
$21,940$22,010
25th
$26,430$26,630
Median
$30,490$30,380
75th
$35,360$35,840
90th
$39,940$42,600

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Amusement and Recreation Attendants20282035
Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Amusement and Recreation Attendants

$17,474

from $30,490

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

$18,368

from $30,380

After adjusting for AI risk, Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop offers $894 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Amusement

0

Unique to Hosts

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Regulatory Barriers
Amusement and Recreation AttendantsHosts and Hostesses, Restaurant, Lounge, and Coffee Shop