AI exposure score

Entertainment and Recreation Managers, Except Gambling

Entertainment and Recreation Managers, Except Gambling score 35 out of 100, which is moderate exposure to AI. That ranks #471 of 923 US occupations, where #1 is the most exposed. Of the 17 tasks in this job, AI could speed up 3 on its own and 6 more with extra software built on top of it. In April–May 2026, 6 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

35/ 100

Moderate

Rank: #471of 923 jobs
US workers: 37,980BLS, May 2025
Median pay: $79,520a year
In real AI use: 6 of 17tasks, 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 (18%)
AI can speed this up with extra software: 6 (35%)
Little or no AI speed-up: 8 (47%)

Explain rules and regulations of facilities and entertainment attractions to customers.AI can speed this up on its own
Talk to coworkers using electronic devices, such as computers and radios.AI can speed this up on its own · Seen in real AI use
Write budgets to plan recreational activities or programs.AI can speed this up on its own
Assign tasks and work hours to staff.AI can speed this up with extra software · Seen in real AI use
Calculate and record department expenses and revenue.AI can speed this up with extra software
Interview and hire associates to fill staff vacancies.AI can speed this up with extra software
Plan programs of events or schedules of activities.AI can speed this up with extra software · Seen in real AI use
Resolve customer complaints regarding worker performance or services rendered.AI can speed this up with extra software · Seen in real AI use
Write and present strategies for recreational facility programming using customer or employee data.AI can speed this up with extra software
Administer first aid in emergency situations.Little or no AI speed-up
Clean equipment and areas of amusement park, cruise ship, or other recreational facility.Little or no AI speed-up
Inspect equipment, such as rides, games, and vehicles, to detect wear and damage.Little or no AI speed-up
Operate, drive, or explain the use of mechanical equipment in amusement parks, cruise ships, or other recreational facilities.Little or no AI speed-up
Plan, organize, or lead group activities for customers, such as exercise routines, athletic events, or arts and crafts.Little or no AI speed-up · Seen in real AI use
Store and retrieve equipment, such as vehicles, radios, and ride components.Little or no AI speed-up
Talk to customers to convey information about events or activities.Little or no AI speed-up · Seen in real AI use
Train workers in company procedures or policy.Little or no AI speed-up

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Questions about entertainment and recreation managers, except gambling and AI

Will AI replace entertainment and recreation managers, except gambling?

Unlikely. Most of the work is hard for today's AI to speed up. Entertainment and Recreation Managers, Except Gambling score 35 out of 100 (moderate exposure), #471 of 923 US jobs. AI could speed up 9 of the job's 17 tasks, 3 of them on its own, while 8 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which entertainment and recreation managers, except gambling tasks can AI do?

The most exposed tasks include "Explain rules and regulations of facilities and entertainment attractions to customers"; "Talk to coworkers using electronic devices, such as computers and radios"; "Write budgets to plan recreational activities or programs".

Which entertainment and recreation managers, except gambling tasks are hardest for AI?

Tasks with little or no AI speed-up include "Administer first aid in emergency situations"; "Clean equipment and areas of amusement park, cruise ship, or other recreational facility"; "Inspect equipment, such as rides, games, and vehicles, to detect wear and damage".

Are people already using AI for this work?

Yes. In April–May 2026, 6 of the 17 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as entertainment and recreation managers, except gambling, and what do they earn?

About 37,980 people in the US, with median pay of $79,520 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.

Entertainment and Recreation Managers, Except Gambling

Task by task

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Questions about entertainment and recreation managers, except gambling and AI

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