Job Exposure
Index

Home / All jobs / Personal Care and Service

AI exposure score

Amusement and Recreation Attendants

Amusement and Recreation Attendants score 21 out of 100, which is moderate exposure to AI. That ranks #626 of 923 US occupations, where #1 is the most exposed. Of the 19 tasks in this job, AI could speed up 3 on its own and 1 more with extra software built on top of it. In April–May 2026, 2 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

21/ 100
Moderate
Rank
#626of 923 jobs
US workers
397,830BLS, May 2025
Median pay
$32,150a year
In real AI use
2 of 19tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 3 (16%)
  • AI can speed this up with extra software: 1 (5%)
  • Little or no AI speed-up: 15 (79%)
  • Provide information about facilities, entertainment options, and rules and regulations.AI can speed this up on its own · core task · Seen in real AI use
  • Record details of attendance, sales, receipts, reservations, or repair activities.AI can speed this up on its own · core task · Seen in real AI use
  • Announce or describe amusement park attractions to patrons to entice customers to games and other entertainment.AI can speed this up on its own · supplemental task
  • Schedule the use of recreation facilities, such as golf courses, tennis courts, bowling alleys, or softball diamonds.AI can speed this up with extra software · supplemental task
  • Sell tickets and collect fees from customers.Little or no AI speed-up · core task
  • Keep informed of shut-down and emergency evacuation procedures.Little or no AI speed-up · core task
  • Direct patrons to rides, seats, or attractions.Little or no AI speed-up · core task
  • Monitor activities to ensure adherence to rules and safety procedures, or arrange for the removal of unruly patrons.Little or no AI speed-up · core task
  • Maintain inventories of equipment, storing and retrieving items and assembling and disassembling equipment as necessary.Little or no AI speed-up · core task
  • Tend amusement booths in parks, carnivals, or stadiums, performing duties, such as conducting games, photographing patrons, or awarding prizes.Little or no AI speed-up · supplemental task
  • Provide assistance to patrons entering or exiting amusement rides, boats, or ski lifts, or mounting or dismounting animals.Little or no AI speed-up · supplemental task
  • Clean sporting equipment, vehicles, rides, booths, facilities, or grounds.Little or no AI speed-up · supplemental task
  • Inspect equipment to detect wear and damage and perform minor repairs, adjustments, or maintenance tasks, such as oiling parts.Little or no AI speed-up · supplemental task
  • Verify, collect, or punch tickets before admitting patrons to venues, such as amusement parks and rides.Little or no AI speed-up · supplemental task
  • Fasten safety devices for patrons, or provide them with directions for fastening devices.Little or no AI speed-up · supplemental task
  • Sell and serve refreshments to customers.Little or no AI speed-up · supplemental task
  • Rent, sell, or issue sporting equipment and supplies, such as bowling shoes, golf balls, swimming suits, or beach chairs.Little or no AI speed-up · supplemental task
  • Operate, drive, or explain the use of mechanical riding devices or other automatic equipment in amusement parks, carnivals, or recreation areas.Little or no AI speed-up · supplemental task
  • Operate machines to clean, smooth, and prepare the ice surfaces of rinks for activities, such as skating, hockey, or curling.Little or no AI speed-up · supplemental task

Similar jobs, lower exposure

Related occupations that score at least 10 points lower.

Other jobs in this field

Personal Care and Service occupations close to this one.

Questions about amusement and recreation attendants and AI

Will AI replace amusement and recreation attendants?

Unlikely. Most of the work is hard for today's AI to speed up. Amusement and Recreation Attendants score 21 out of 100 (moderate exposure), #626 of 923 US jobs. AI could speed up 4 of the job's 19 tasks, 3 of them on its own, while 15 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which amusement and recreation attendants tasks can AI do?

The most exposed tasks include "Provide information about facilities, entertainment options, and rules and regulations"; "Record details of attendance, sales, receipts, reservations, or repair activities"; "Announce or describe amusement park attractions to patrons to entice customers to games and other entertainment".

Which amusement and recreation attendants tasks are hardest for AI?

Tasks with little or no AI speed-up include "Sell tickets and collect fees from customers"; "Keep informed of shut-down and emergency evacuation procedures"; "Direct patrons to rides, seats, or attractions".

Are people already using AI for this work?

Yes. In April–May 2026, 2 of the 19 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as amusement and recreation attendants, and what do they earn?

About 397,830 people in the US, with median pay of $32,150 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

The weekly exposure report

Know what's changing before it reaches your job.

One short email a week: which jobs are most exposed, the research worth knowing about, and one practical step you can take.

Free · one email a week · unsubscribe anytime