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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Gambling Dealers?

Lower risk

Baseline AI displacement risk for Gambling Dealers, aggregated from 6 research sources.

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 36 out of 100 it scores 12 points above the Personal Services average of 24. Across the 6 sources behind this baseline, individual estimates run from 14 to 54, 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 6 research sources that scored Gambling Dealers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace Gambling Dealers?
Published research puts Gambling Dealers at 36 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Gambling Dealers?
Only partly. Individual estimates for Gambling Dealers run from 14 to 54 out of 100 across the 6 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which personal services roles face similar AI exposure?
The closest published personal services roles to Gambling Dealers by score are First-Line Supervisors of Gambling Services Workers (37/100), First-Line Supervisors of Personal Service Workers (37/100), and Gambling and Sports Book Writers and Runners (38/100). Each has its own page with the research behind its number.

Also covers

Baccarat Dealer · Big Six Dealer · Black Jack Dealer · Blackjack Dealer · Card Dealer · Card Game Operator · Card Grader · Casino Dealer 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.