AI exposure Office and administrative support
Will AI replace gambling cage workers?
Gambling Cage Workers. US occupation 43-3041.
The reading
6.5%
of the time gambling cage workers spend on their work goes on tasks where AI is already being used to do that work.of gambling cage workers' working hours go on tasks AI has already started taking off their plate.
Ranked 226 of 756 US occupations. More exposed than 69% of them.Further along than 69% of them.
Per cent of working time Square-law scale
Average US job 7.7%
Around the middle of the pack.Keeping pace with the average job.
What AI already does for gambling cage workersWhat gambling cage workers no longer do alone
O*NET lists 17 tasks for gambling cage workers. AI use at work shows up in 1 of them. Each score runs from 0.5, where every observed use helps a person with the task, to 1, where every use does the task outright.
- Provide customers with information about casino operations.Core task mostly automated 0.96
What it does not touch, yetWhat still needs a human
16 of the 17 tasks show no AI use at work in the data.
- Cash checks and process credit card advances for patrons.Core task
- Convert gaming checks, coupons, tokens, or coins to currency for gaming patrons.Core task
- Count funds and reconcile daily summaries of transactions to balance books.Core task
- Determine cash requirements for windows and order all necessary currency, coins, or chips.Core task
- Follow all gaming regulations.Core task
- Maintain cage security.Core task
Show the other 10
- Maintain confidentiality of customers' transactions.Core task
- Perform removal and rotation of cash, coin, or chip inventories as necessary.Core task
- Provide assistance in the training and orientation of new cashiers.Core task
- Supply currency, coins, chips, or gaming checks to other departments as needed.Core task
- Verify accuracy of reports, such as authorization forms, transaction reconciliations, or exchange summary reports.Core task
- Establish new computer accounts.
- Prepare bank deposits, balancing assigned funds as necessary.
- Prepare reports, including assignment of company funds or recording of department revenues.
- Record casino exchange transactions, using cash registers.
- Sell gambling chips, tokens, or tickets to patrons or to other workers for resale to patrons.
How that compares
Among the 50 office and administrative support occupations, gambling cage workers rank 33. The group averages 19.1%, and its most exposed job is Customer Service Representatives at 70.1%. The average US occupation sits at 7.7%.
Just above in the ranking
- 222Occupational Therapy Aides 6.6%
- 222Self-Enrichment Teachers 6.6%
- 226Compensation, Benefits, and Job Analysis Specialists 6.5%
Just below
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.