Will recreation workers be replaced by AI?
Updated
Recreation workers score 34 of 100 for AI exposure. 47% of their task time still needs a person. AI can do 10% today and speed up another 43%.
- 10% AI can do it
- 43% AI helps
- 47% Needs a person
Moderate exposure
Lower than 56% of the 923 occupations we scored.
Task by task
We graded 24 tasks, listed here from most to least exposed. AI can do 2 of them today, speeds up 11 and leaves 11 to people.
| Task | AI exposure |
|---|---|
| Complete and maintain time and attendance forms and inventory lists. Attendance forms and inventory lists are routine structured data entry. | 80% AI can do it |
| Document individuals' progress toward meeting their treatment goals. Progress notes from session records are largely routine documentation. | 65% AI can do it |
| Evaluate recreation areas, facilities, and services to determine if they are producing desired results. AI can analyze participation data and feedback to judge program results. | 55% AI helps |
| Schedule maintenance and use of facilities. Scheduling software and AI can handle calendars; upkeep timing needs checks. | 55% AI helps |
| Assess the needs and interests of individuals and groups and plan activities accordingly, given the available equipment or facilities. AI can analyze interest surveys and suggest activity plans. | 50% AI helps |
| Develop treatment goals for individuals based on their assessments. AI can draft goals from assessments; clinical judgement stays with staff. | 45% AI helps |
| Organize, lead, and promote interest in recreational activities, such as arts, crafts, sports, games, camping, and hobbies. AI can draft promotions and plans; leading activities stays in person. | 40% AI helps |
| Evaluate staff performance, recording evaluations on appropriate forms. AI can draft evaluation text from notes; judging staff stays human. | 40% AI helps |
| Manage the daily operations of recreational facilities. Scheduling and logistics tools help; daily floor operations stay physical. | 35% AI helps |
| Meet and collaborate with agency personnel, community organizations, and other professional personnel to plan balanced recreational programs for participants. AI can draft program plans and partner communications; meetings stay human. | 35% AI helps |
Show the other 14 tasks
| Task | AI exposure |
|---|---|
| Serve as liaison between park or recreation administrators and activity instructors. Liaison messages and summaries can be AI-assisted; coordination is human. | 35% AI helps |
| Supervise and coordinate the work activities of personnel, such as training staff members and assigning work duties. AI can help draft duty rosters and training outlines; supervision stays human. | 30% AI helps |
| Oversee the purchase, planning, design, construction, and upkeep of recreation facilities and areas. Planning and procurement paperwork can be drafted; site upkeep is physical. | 25% AI helps |
| Confer with management to discuss and resolve participant complaints. Resolving complaints involves live conversation and interpersonal judgement. | 18% Needs a person |
| Meet with staff to discuss rules, regulations, and work-related problems. Staff meetings are live discussions; AI only aids prep and notes. | 18% Needs a person |
| Explain principles, techniques, and safety procedures to participants in recreational activities and demonstrate use of materials and equipment. Demonstrating equipment and techniques requires physical presence and skill. | 15% Needs a person |
| Encourage participants to develop their own activities and leadership skills through group discussions. Facilitating group discussions and leadership growth is live and personal. | 15% Needs a person |
| Enforce rules and regulations of recreational facilities to maintain discipline and ensure safety. Enforcing rules is in-person, live judgement with participants. | 12% Needs a person |
| Greet new arrivals to activities, introducing them to other participants, explaining facility rules, and encouraging participation. Welcoming and introducing people in person is socially live work. | 12% Needs a person |
| Provide for entertainment and set up related decorations and equipment. Setting up decorations and equipment is physical work on site. | 12% Needs a person |
| Direct special activities or events, such as aquatics, gymnastics, or performing arts. Directing aquatics, gymnastics, or performing arts is hands-on and live. | 10% Needs a person |
| Conduct individual in-room visits with residents. In-room visits with residents require physical presence and personal care. | 8% Needs a person |
| Administer first aid according to prescribed procedures and notify emergency medical personnel when necessary. Hands-on first aid and emergency response needs a trained person. | 5% Needs a person |
| Take residents on community outings. Community outings need physical supervision and safety responsibility on site. | 5% Needs a person |
How recreation workers compare
All occupations (923)
Personal care and service (31)
Pay and outlook in the US
- Median pay
- $36,560 a year, May 2025
- People employed
- 331,490 in the US, May 2025
- Projected change in jobs
- +4.3% from 2024 to 2034
Skills to build
- Run group sessions and fitness classes in person
- Give first aid and call emergency medical services on site
- Direct aquatics, gymnastics, or performing arts activities live
- Take residents on supervised community outings and camping trips
- Manage facility scheduling software and check upkeep timing
- Write participant interest surveys and review them in Excel
Questions about recreation workers and AI
Will AI replace recreation workers?
Partly. About 3 in 10 working hours go to tasks AI can already do, mostly time and attendance forms, inventory lists, and progress documentation. Running activities in person, supervising participants, and responding to emergencies stay with people because they need a trained adult physically present.
Which recreation worker tasks is AI taking over?
Attendance forms and inventory lists carry the highest exposure score at 80, since they are routine structured data entry in Microsoft Excel. Progress notes on participant goals, exposure 65, are also largely routine documentation drawn from session records, so AI can draft them for staff to check.
Which recreation worker tasks stay human?
First aid, exposure 5, and community outings, exposure 5, stay with people because they need hands-on care and physical supervision on site. Directing aquatics or gymnastics, exposure 10, and enforcing facility rules, exposure 12, also depend on live judgement with participants in the room.
How can recreation workers stay valuable as AI takes on paperwork?
Spend the hours AI frees on the work only you can do, such as leading live sessions and handling incidents. Hold a current first aid and CPR certification, learn your facility's scheduling software well enough to catch upkeep conflicts, and use Excel to check AI-drafted participation reports against what you saw on the floor.
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