Takeover Tracker
vs

30 shared · 8 different

core competencies

45%medium risk
Cashiers

Side-by-Side Comparison

MetricAmusement and Recreation AttendantsCashiers
Risk Score42.7%44.7%
Risk TierMedium RiskMedium Risk
Risk Percentile87th91th
Tasks at Risk (>50%)8 / 159 / 15
Median Salary$30,490$31,190
Employment372K3.1M

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Identifying Objects, Actions, and Events
Administration and Management
Monitor Processes, Materials, or Surroundings
Communicating with Supervisors, Peers, or Subordinates
Handling and Moving Objects
MathematicsAI-Vulnerable
Assisting and Caring for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Amusement and Recreation Attendants

23%

total discount

Cashiers

25%

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.

Cashiers

9 of 15 at risk
88%Calculate total payments received during a time period, and reconcile this with total sales.
88%Keep periodic balance sheets of amounts and numbers of transactions.
86%Issue receipts, refunds, credits, or change due to customers.
86%Issue trading stamps and redeem food stamps and coupons.
84%Monitor checkout stations to ensure that they have adequate cash available and that they are staffed appropriately.

Wage Comparison

Cashiers earns +$700(+2%) vs Amusement and Recreation Attendants
Amusement and Recreation AttendantsCashiers
10th
$21,940$23,070
25th
$26,430$27,780
Median
$30,490$31,190
75th
$35,360$35,410
90th
$39,940$38,220

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Amusement and Recreation Attendants20282035
Cashiers20282035
20242030203520402045

Amusement and Recreation Attendants has a longer runway before significant displacement, projected 0 years later than Cashiers.

Risk-Adjusted Salary

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

Amusement and Recreation Attendants

$17,474

from $30,490

Cashiers

$17,239

from $31,190

After adjusting for AI risk, Amusement and Recreation Attendants offers $235 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Amusement

0

Unique to Cashiers

Combined Protection Strategy

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

Decision Complexity
Creativity
Fine Manipulation
Regulatory Barriers
Amusement and Recreation AttendantsCashiers