First-Line Supervisors of Gambling Services Workers
Directly supervise and coordinate activities of workers in assigned gambling areas. May circulate among tables, observe operations, and ensure that stations and games are covered for each shift. May verify and pay off jackpots. May reset slot machines after payoffs and make repairs or adjustments to slot machines or recommend removal of slot machines for repair. May plan and organize activities and services for guests in hotels/casinos.
26,010 people do this job in the US. $63,820 a year.
of the working time. Estimate.
- 32%
- 29%
- 39%
Measured, from Anthropic's usage data (2025). Counts help on part of a task.
On the chosen pace and reliability. Estimate.
Share of the working time within reach, now to 2030
What each choice means: , , , , . Every pace starts from .
At this date and pace, models finish tasks up to 4.4 h long four times in five.
How far this has come
With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 1%. With Claude Mythos Preview (early), measured in April 2026, 21%. Today's estimate: 24%.
A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.
The tasks
Sorted by . 30 tasks from .
| Task | Kind | |||
|---|---|---|---|---|
| Train, supervise, schedule, and evaluate workers. | 13% | 2.5 h50 min to 5 h | Stays with people | |
| Interview and hire workers. | 9% | 1.7 h50 min to 3.3 h | Stays with people | |
| 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.Done hourly or more by most who do it. | 9% | 33 min13 min to 50 min | Stays with people | |
| Determine how many gaming tables to open each day and schedule staff accordingly.Done daily by most who do it. | 8% | 2.5 h50 min to 6.7 h | 46%Half by Oct 2026 | |
| Observe gamblers' behavior for signs of cheating, such as marking, switching, or counting cards, and notify security staff of suspected cheating.Done hourly or more by most who do it. | 7% | 25 min8 min to 38 min | Stays with people | |
| Establish and maintain banks and table limits for each game.Done hourly or more by most who do it. | 6% | 38 min13 min to 1.3 h | 98%Half by now | |
| Maintain familiarity with the games at a facility and with strategies or tricks used by cheaters at such games.Done hourly or more by most who do it. | 6% | 38 min13 min to 1.7 h | 95%Half by now | |
| Supervise the distribution of complimentary meals, hotel rooms, discounts, or other items given to players, based on length of play and amount bet.Done daily by most who do it. | 5% | 25 min8 min to 1.3 h | Stays with people | |
| Establish policies on types of gambling offered, odds, or extension of credit.Done daily by most who do it. | 3% | 6.7 h1.7 h to 2.5 work days | 8%Half by Sep 2027 | |
| Direct workers compiling summary sheets for each race or event to record amounts wagered and amounts to be paid to winners.Done hourly or more by most who do it. | 3% | 33 min17 min to 1.1 h | Stays with people | |
| Clean and maintain slot machines and surrounding areas.Done daily by most who do it. | 3% | 25 min8 min to 50 min | Stays with people | |
| Perform minor repairs or make adjustments to slot machines, resolving problems such as machine tilts and coin jams.Done hourly or more by most who do it. | 3% | 13 min4 min to 38 min | Stays with people |
Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.
Jobs that share skills with this one
From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.
- Gambling Managers31% now, 73% by 2028
- Gambling Change Persons and Booth Cashiers48% now, 50% by 2028
- Gambling Cage Workers37% now, 44% by 2028
- Gambling and Sports Book Writers and Runners26% now, 26% by 2028
- Gambling Dealers3% now, 3% by 2028
- First-Line Supervisors of Office and Administrative Support Workers47% now, 77% by 2028
Where this job works
The industry groups that employ the most of it (BLS, May 2025).
Where the most of these jobs are
The metro areas with the most people in it (BLS, May 2025).