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

|

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Gaming and Sports Book Writers and Runners20282035
Gaming Cage Workers20282035
20242030203520402045

Gaming and Sports Book Writers and Runners has a longer runway before significant displacement, projected 0 years later than Gaming Cage Workers.

Risk-Adjusted Salary

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

Gaming and Sports Book Writers and Runners

$13,948

from $30,460

Gaming Cage Workers

$16,623

from $36,990

After adjusting for AI risk, Gaming Cage Workers offers $2,676 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Gaming

0

Unique to Gaming

Combined Protection Strategy

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

Decision Complexity
Regulatory Barriers
Creativity
Social Intelligence
Gaming and Sports Book Writers and RunnersGaming Cage Workers