Gambling and Sports Book Writers and Runners

Gambling and Sports Book Writers and Runners score 27 out of 100, which is moderate exposure to AI. That ranks #561 of 923 US occupations, where #1 is the most exposed. Of the 22 tasks in this job, AI could speed up 5 on its own and 1 more with extra software built on top of it. In April–May 2026, 3 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

27/ 100

Moderate

Rank: #561of 923 jobs
US workers: 8,950BLS, May 2025
Median pay: $34,980a year
In real AI use: 3 of 22tasks, April–May 2026

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Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

AI can speed this up on its own: 5 (23%)
AI can speed this up with extra software: 1 (5%)
Little or no AI speed-up: 16 (73%)

Answer questions about game rules or casino policies.AI can speed this up on its own · core task · Seen in real AI use
Compare the house hand with players' hands to determine the winner.AI can speed this up on its own · supplemental task
Start gaming equipment that randomly selects numbered balls and announce winning numbers and colors.AI can speed this up on its own · supplemental task
Record the number of tickets cashed and the amount paid out after each race or event.AI can speed this up on its own · supplemental task
Prepare collection reports for submission to supervisors.AI can speed this up on its own · supplemental task
Compute and verify amounts won or lost, paying out winnings or referring patrons to workers, such as gaming cashiers, so that winnings can be collected.AI can speed this up with extra software · core task
Collect bets in the form of cash or chips, verifying and recording amounts.Little or no AI speed-up · core task
Collect cards or tickets from players.Little or no AI speed-up · core task
Conduct gambling tables or games, such as dice, roulette, cards, or keno, and ensure that game rules are followed.Little or no AI speed-up · supplemental task · Seen in real AI use
Operate games in which players bet that a ball will come to rest in a particular slot on a rotating wheel, performing actions such as spinning the wheel and releasing the ball.Little or no AI speed-up · supplemental task
Exchange paper currency for playing chips or coins.Little or no AI speed-up · supplemental task
Seat patrons at gaming tables.Little or no AI speed-up · supplemental task
Open or close cash floats or game tables.Little or no AI speed-up · supplemental task
Pay off or move bets as established by game rules and procedures.Little or no AI speed-up · supplemental task
Check to ensure that all players have placed their bets before play begins.Little or no AI speed-up · supplemental task
Inspect cards or equipment to be used in games to ensure they are in proper condition.Little or no AI speed-up · supplemental task
Push dice to shooters and retrieve thrown dice.Little or no AI speed-up · supplemental task
Take the house percentage from each pot.Little or no AI speed-up · supplemental task
Deliver tickets, cards, and money to bingo callers.Little or no AI speed-up · supplemental task
Participate in games for gambling establishments to provide the minimum complement of players at a table.Little or no AI speed-up · supplemental task · Seen in real AI use
Sell food, beverages, or tobacco to players.Little or no AI speed-up · supplemental task
Supervise staff and games and mediate disputes.Little or no AI speed-up · supplemental task

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Questions about gambling and sports book writers and runners and AI

Will AI replace gambling and sports book writers and runners?

Unlikely. Most of the work is hard for today's AI to speed up. Gambling and Sports Book Writers and Runners score 27 out of 100 (moderate exposure), #561 of 923 US jobs. AI could speed up 6 of the job's 22 tasks, 5 of them on its own, while 16 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which gambling and sports book writers and runners tasks can AI do?

The most exposed tasks include "Answer questions about game rules or casino policies"; "Compare the house hand with players' hands to determine the winner"; "Start gaming equipment that randomly selects numbered balls and announce winning numbers and colors".

Which gambling and sports book writers and runners tasks are hardest for AI?

Tasks with little or no AI speed-up include "Collect bets in the form of cash or chips, verifying and recording amounts"; "Collect cards or tickets from players"; "Conduct gambling tables or games, such as dice, roulette, cards, or keno, and ensure that game rules are followed".

Are people already using AI for this work?

Yes. In April–May 2026, 3 of the 22 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as gambling and sports book writers and runners, and what do they earn?

About 8,950 people in the US, with median pay of $34,980 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.