Takeover Tracker

vs

41 shared · 10 different

core competencies

Side-by-Side Comparison

MetricGaming and Sports Book Writers and RunnersOffice Clerks, General
Risk Score54.2%47.2%
Risk TierHigh RiskMedium Risk
Risk Percentile99th95th
Tasks at Risk (>50%)12 / 1513 / 15
Median Salary$30,460$43,630
Employment8K2.5M

Skill Comparison

|

Sorted by largest difference

Clerical
Performing for or Working Directly with the Public
Organizing, Planning, and Prioritizing Work
MathematicsAI-Vulnerable
Interacting With Computers
Assisting and Caring for Others
Performing Administrative Activities
Training and Teaching Others
Reading ComprehensionAI-Vulnerable
English Language

Protective Factors

Higher values indicate stronger protection against AI displacement

Gaming and Sports Book Writers and Runners

23%

total discount

Office Clerks, General

25%

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.

Office Clerks, General

13 of 15 at risk
88%Type, format, proofread, and edit correspondence and other documents, from notes or dictating machines, using computers or typewriters.
87%Compute, record, and proofread data and other information, such as records or reports.
85%Maintain and update filing, inventory, mailing, and database systems, either manually or using a computer.
83%Complete and mail bills, contracts, policies, invoices, or checks.
74%Collect, count, and disburse money, do basic bookkeeping, and complete banking transactions.

Wage Comparison

Office Clerks, General earns +$13,170(+43%) vs Gaming and Sports Book Writers and Runners
Gaming and Sports Book Writers and RunnersOffice Clerks, General
10th
$22,200$29,120
25th
$24,960$35,350
Median
$30,460$43,630
75th
$36,310$52,560
90th
$45,900$63,840

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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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