AI exposure Personal care and service
Will AI replace gambling dealers?
Gambling Dealers. US occupation 39-3011.
The reading
0.0%
of the time gambling dealers spend on their work goes on tasks where AI is already being used to do that work.of gambling dealers' working hours go on tasks AI has already started taking off their plate.
Ranked 346 of 756 US occupations. No AI use seen in the work yet, along with 410 other occupations.No handover started yet, along with 410 other occupations.
Per cent of working time Square-law scale
Average US job 7.7%
Among the least exposed jobs there are.Still waiting for liberation.
What AI already does for gambling dealersWhat gambling dealers no longer do alone
O*NET lists 21 tasks for gambling dealers. None of them shows meaningful AI use at work yet.
What it does not touch, yetWhat still needs a human
21 of the 21 tasks show no AI use at work in the data.
- Answer questions about game rules and casino policies.Core task
- Apply rule variations to card games such as poker, in which players bet on the value of their hands.Core task
- Check to ensure that all players have placed bets before play begins.Core task
- Compute amounts of players' wins or losses, or scan winning tickets presented by patrons to calculate the amount of money won.Core task
- Conduct gambling games, such as dice, roulette, cards, or keno, following all applicable rules and regulations.Core task
- Deal cards to house hands, and compare these with players' hands to determine winners, as in black jack.Core task
Show the other 15
- Exchange paper currency for playing chips or coin money.Core task
- Greet customers and make them feel welcome.Core task
- Inspect cards and equipment to be used in games to ensure that they are in good condition.Core task
- Open and close cash floats and game tables.Core task
- Pay winnings or collect losing bets as established by the rules and procedures of a specific game.Core task
- Receive, verify, and record patrons' cash wagers.Core task
- Refer patrons to gaming cashiers to collect winnings.Core task
- Stand behind a gaming table and deal the appropriate number of cards to each player.Core task
- Start and control games and gaming equipment, and announce winning numbers or colors.Core task
- Work as part of a team of dealers in games, such as baccarat or craps.Core task
- Participate in games for gambling establishments to provide the minimum complement of players at a table.
- Prepare collection reports for submission to supervisors.
- Seat patrons at gaming tables.
- Supervise staff and monitor gambling tables to ensure security of the game.
- Train new dealers.
How that compares
Among the 27 personal care and service occupations, gambling dealers rank 18. The group averages 1.9%, and its most exposed job is Concierges at 18.8%. The average US occupation sits at 7.7%.
Level with 0.0%
What this does and does not mean
Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.
A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.
Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.