Occupation baseline · Research consensus

Will AI replace Gambling and Sports Book Writers and Runners?

Lower risk

Baseline AI displacement risk for Gambling and Sports Book Writers and Runners, aggregated from 4 research sources.

What this score means

Gambling and Sports Book Writers and Runners leans toward the safer end for Personal Services. Parts of the role touch tasks AI is getting good at, but the core still depends on hands-on work or judgment that resists automation. At 32 out of 100 it scores 7 points above the Personal Services average of 25. Across the 4 sources behind this baseline, individual estimates run from 20 to 50, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Gambling and Sports Book Writers and Runners, most central first, showing 12 of 18.

01Collect bets in the form of cash or chips, verifying and recording amounts.
02Collect cards or tickets from players.
03Compute and verify amounts won or lost, paying out winnings or referring patrons to workers, such as gaming cashiers, so that winnings can be collected.
04Answer questions about game rules or casino policies.
05Conduct gambling tables or games, such as dice, roulette, cards, or keno, and ensure that game rules are followed.
06Operate 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.
07Exchange paper currency for playing chips or coins.
08Compare the house hand with players' hands to determine the winner.
09Open or close cash floats or game tables.
10Pay off or move bets as established by game rules and procedures.
11Start gaming equipment that randomly selects numbered balls and announce winning numbers and colors.
12Check to ensure that all players have placed their bets before play begins.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 4 research sources that scored Gambling and Sports Book Writers and Runners for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

01Anthropic Economic Index 2026 - AI Task Exposure · 2026
02Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025
03GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
04AI Occupational Exposure to Language Modeling · 2023

Also covers

Bet Taker · Betting Clerk · Bingo Caller · Bingo Clerk · Bingo Floater · Bingo Worker · Bookie · Bookmaker and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.