Takeover Tracker

vs

44 shared · 4 different

core competencies

Side-by-Side Comparison

MetricGaming and Sports Book Writers and RunnersGaming Cage Workers
Risk Score54.2%55.1%
Risk TierHigh RiskHigh Risk
Risk Percentile99th99th
Tasks at Risk (>50%)12 / 1512 / 15
Median Salary$30,460$36,990
Employment8K13K

Skill Comparison

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Sorted by largest difference

Customer and Personal Service
Documenting/Recording Information
Interacting With Computers
Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Gaming and Sports Book Writers and Runners

23%

total discount

Gaming Cage Workers

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Gaming Cage Workers

12 of 15 at risk
86%Count funds and reconcile daily summaries of transactions to balance books.
86%Verify accuracy of reports, such as authorization forms, transaction reconciliations, or exchange summary reports.
84%Record casino exchange transactions, using cash registers.
84%Maintain confidentiality of customers' transactions.
84%Determine cash requirements for windows and order all necessary currency, coins, or chips.

Wage Comparison

Gaming Cage Workers earns +$6,530(+21%) vs Gaming and Sports Book Writers and Runners
Gaming and Sports Book Writers and RunnersGaming Cage Workers
10th
$22,200$27,940
25th
$24,960$31,870
Median
$30,460$36,990
75th
$36,310$43,840
90th
$45,900$49,350

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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