Job Check
First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services
Directly supervise and coordinate activities of entertainment and recreation related workers.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Assign work schedules, following work requirements, to ensure quality and timely delivery of service.AI could speed this up, with extra tools
- 02Train workers in proper operational procedures and functions and explain company policies.Mostly human for now
- 03Furnish customers with information on events or activities.AI could speed this up, with extra tools
- 04Collaborate with staff members to plan or develop programs of events or schedules of activities.AI could speed this up, with extra tools
- 05Resolve customer complaints regarding worker performance or services rendered.AI could speed this up, with extra tools
- 06Plan, direct, or supervise recreational and entertainment activities led by staff, such as sports, aquatics, games, or performing arts.Mostly human for now
- 07Direct or coordinate the activities of entertainment and recreation related workers.Mostly human for now
- 08Recruit and hire staff members.People already use AI for this at work
- 09Inform workers about interests or special needs of specific groups.AI could speed this up, with extra tools
- 10Provide staff with assistance in performing difficult or complicated duties.AI could speed this up a lot
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job loss4%of this job’s work time goes to tasks that people already do with Claude at work, counting tasks where AI only helps as half (2026).Anthropic, 2026
37%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 80% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Above 46% of jobsin how much of this job’s physical work robots have been shown to do, from factories to homes (2026).Anthropic, 2026
Your human edge
The main tasks with no real AI use seen and no big speed-up expected. This is where your skill counts most today.
- Train workers in proper operational procedures and functions and explain company policies.
- Plan, direct, or supervise recreational and entertainment activities led by staff, such as sports, aquatics, games, or performing arts.
- Direct or coordinate the activities of entertainment and recreation related workers.