Takeover Tracker

vs

27 shared · 10 different

core competencies

Side-by-Side Comparison

MetricAmusement and Recreation AttendantsGaming and Sports Book Writers and Runners
Risk Score42.7%54.2%
Risk TierMedium RiskHigh Risk
Risk Percentile87th99th
Tasks at Risk (>50%)8 / 1512 / 15
Median Salary$30,490$30,460
Employment372K8K

Skill Comparison

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Sorted by largest difference

Handling and Moving Objects
Performing General Physical Activities
Clerical
MathematicsAI-Vulnerable
Administration and Management
Monitor Processes, Materials, or Surroundings
Customer and Personal Service
Oral Comprehension
Information OrderingAI-Vulnerable
Near Vision

Protective Factors

Higher values indicate stronger protection against AI displacement

Amusement and Recreation Attendants

23%

total discount

Gaming and Sports Book Writers and Runners

23%

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.

Gaming and Sports Book Writers and Runners

12 of 15 at risk
86%Provide race or game information to patrons.
86%Exchange paper currency for playing chips or coins.
86%Compare the house hand with players' hands to determine the winner.
84%Check to ensure that all players have placed their bets before play begins.
80%Conduct gambling tables or games, such as dice, roulette, cards, or keno, and ensure that game rules are followed.

Wage Comparison

Gaming and Sports Book Writers and Runners earns -$30(0%) vs Amusement and Recreation Attendants
Amusement and Recreation AttendantsGaming and Sports Book Writers and Runners
10th
$21,940$22,200
25th
$26,430$24,960
Median
$30,490$30,460
75th
$35,360$36,310
90th
$39,940$45,900

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Risk-adjusted salary comparison
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