Will AI replace Gambling Dealers?

What this score means

Gambling Dealers 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 29 out of 100 it scores 4 points above the Personal Services average of 25. Across the 4 sources behind this baseline, individual estimates run from 15 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 Dealers, most central first, showing 12 of 21.

• 01Pay winnings or collect losing bets as established by the rules and procedures of a specific game.
• 02Greet customers and make them feel welcome.
• 03Exchange paper currency for playing chips or coin money.
• 04Check to ensure that all players have placed bets before play begins.
• 05Inspect cards and equipment to be used in games to ensure that they are in good condition.
• 06Deal cards to house hands, and compare these with players' hands to determine winners, as in black jack.
• 07Stand behind a gaming table and deal the appropriate number of cards to each player.
• 08Apply rule variations to card games such as poker, in which players bet on the value of their hands.
• 09Receive, verify, and record patrons' cash wagers.
• 10Conduct gambling games, such as dice, roulette, cards, or keno, following all applicable rules and regulations.
• 11Work as part of a team of dealers in games, such as baccarat or craps.
• 12Start and control games and gaming equipment, and announce winning numbers or colors.

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 Dealers 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

Baccarat Dealer · Big Six Dealer · Black Jack Dealer · Blackjack Dealer · Card Dealer · Card Game Operator · Card Grader · Casino Dealer and related titles

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