AI exposure Personal care and service
Will AI replace first-line supervisors of gambling services workers?
First-Line Supervisors of Gambling Services Workers. US occupation 39-1013.
The reading
0.0%
of the time first-line supervisors of gambling services workers spend on their work goes on tasks where AI is already being used to do that work.of first-line supervisors of gambling services workers' 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 first-line supervisors of gambling services workersWhat first-line supervisors of gambling services workers no longer do alone
O*NET lists 30 tasks for first-line supervisors of gambling services workers. None of them shows meaningful AI use at work yet.
What it does not touch, yetWhat still needs a human
30 of the 30 tasks show no AI use at work in the data.
- Answer patrons' questions about gaming machine functions and payouts.Core task
- Attach "out of order" signs to malfunctioning machines, and notify technicians when machines need to be repaired or removed.Core task
- Clean and maintain slot machines and surrounding areas.Core task
- Enforce safety rules, and report or remove safety hazards as well as guests who are underage, intoxicated, disruptive, or cheating.Core task
- Establish and maintain banks and table limits for each game.Core task
- Evaluate workers' performance and prepare written performance evaluations.Core task
Show the other 24
- Exchange currency for customers, converting currency into requested combinations of bills and coins.Core task
- Explain and interpret house rules, such as game rules or betting limits, for patrons.Core task
- Greet customers and ask about the quality of service they are receiving.Core task
- Maintain familiarity with the games at a facility and with strategies or tricks used by cheaters at such games.Core task
- Monitor game operations to ensure that house rules are followed, that tribal, state, and federal regulations are adhered to, and that employees provide prompt and courteous service.Core task
- Monitor patrons for signs of compulsive gambling, offering assistance if necessary.Core task
- Monitor payment of hand-delivered jackpots to ensure promptness.Core task
- Monitor stations and games and move dealers from game to game to ensure adequate staffing.Core task
- Observe gamblers' behavior for signs of cheating, such as marking, switching, or counting cards, and notify security staff of suspected cheating.Core task
- Perform minor repairs or make adjustments to slot machines, resolving problems such as machine tilts and coin jams.Core task
- Perform paperwork required for monetary transactions.Core task
- Record the specifics of malfunctioning machines and document malfunctions needing repair.Core task
- Report customer-related incidents occurring in gaming areas to supervisors.Core task
- Reset slot machines after payoffs.Core task
- Respond to and resolve patrons' complaints.Core task
- Supervise the distribution of complimentary meals, hotel rooms, discounts, or other items given to players, based on length of play and amount bet.Core task
- Determine how many gaming tables to open each day and schedule staff accordingly.
- Direct workers compiling summary sheets for each race or event to record amounts wagered and amounts to be paid to winners.
- Establish policies on types of gambling offered, odds, or extension of credit.
- Interview and hire workers.
- Monitor functioning of slot machine coin dispensers and fill coin hoppers when necessary.
- Record, issue receipts for, and pay off bets.
- Review operational expenses, budget estimates, betting accounts, or collection reports for accuracy.
- Train, supervise, schedule, and evaluate workers.
How that compares
Among the 27 personal care and service occupations, first-line supervisors of gambling services workers rank 15. 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.