Recreation Workers

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 (13%)
• AI can speed this up with extra software: 6 (25%)
• Little or no AI speed-up: 15 (63%)

• Complete and maintain time and attendance forms and inventory lists.AI can speed this up on its own · core task · Seen in real AI use
• Document individuals' progress toward meeting their treatment goals.AI can speed this up on its own · core task · Seen in real AI use
• Evaluate staff performance, recording evaluations on appropriate forms.AI can speed this up on its own · supplemental task · Seen in real AI use
• Assess the needs and interests of individuals and groups and plan activities accordingly, given the available equipment or facilities.AI can speed this up with extra software · core task · Seen in real AI use
• Manage the daily operations of recreational facilities.AI can speed this up with extra software · core task
• Evaluate recreation areas, facilities, and services to determine if they are producing desired results.AI can speed this up with extra software · core task
• Oversee the purchase, planning, design, construction, and upkeep of recreation facilities and areas.AI can speed this up with extra software · core task
• Schedule maintenance and use of facilities.AI can speed this up with extra software · supplemental task
• Develop treatment goals for individuals based on their assessments.AI can speed this up with extra software · supplemental task · Seen in real AI use
• Enforce rules and regulations of recreational facilities to maintain discipline and ensure safety.Little or no AI speed-up · core task
• Organize, lead, and promote interest in recreational activities, such as arts, crafts, sports, games, camping, and hobbies.Little or no AI speed-up · core task
• Administer first aid according to prescribed procedures and notify emergency medical personnel when necessary.Little or no AI speed-up · core task
• Explain principles, techniques, and safety procedures to participants in recreational activities and demonstrate use of materials and equipment.Little or no AI speed-up · core task · Seen in real AI use
• Direct special activities or events, such as aquatics, gymnastics, or performing arts.Little or no AI speed-up · core task
• Supervise and coordinate the work activities of personnel, such as training staff members and assigning work duties.Little or no AI speed-up · core task
• Greet new arrivals to activities, introducing them to other participants, explaining facility rules, and encouraging participation.Little or no AI speed-up · core task
• Confer with management to discuss and resolve participant complaints.Little or no AI speed-up · core task · Seen in real AI use
• Meet with staff to discuss rules, regulations, and work-related problems.Little or no AI speed-up · core task
• Encourage participants to develop their own activities and leadership skills through group discussions.Little or no AI speed-up · core task · Seen in real AI use
• Meet and collaborate with agency personnel, community organizations, and other professional personnel to plan balanced recreational programs for participants.Little or no AI speed-up · core task · Seen in real AI use
• Provide for entertainment and set up related decorations and equipment.Little or no AI speed-up · core task
• Serve as liaison between park or recreation administrators and activity instructors.Little or no AI speed-up · supplemental task
• Conduct individual in-room visits with residents.Little or no AI speed-up · supplemental task
• Take residents on community outings.Little or no AI speed-up · supplemental task