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Automation Risk Analysis

Will “Therapeutic Recreation Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #29 of 702. Estimated risk: 0.6%

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AI Exposure Risk

52%

“Therapeutic Recreation Specialist” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

35%

“Therapeutic Recreation Specialist” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 35% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Recreation Workers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct recreation activities with groups in public, private, or volunteer agencies or recreation facilities. Organize and promote activities, such as arts and crafts, sports, games, music, dramatics, social recreation, camping, and hobbies, taking into account the needs and interests of individual members.

Avg. Annual Salary $37,170
Avg. Hourly Wage $17.87
Available Jobs (US) 309,640
Job Title & Hierarchy Code (SOC) Recreation Workers #39-9032
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Recreation Workers”

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Core Skills & Abilities

  • Organize, lead, and promote interest in recreational activities, such as arts, crafts, sports, games, camping, and hobbies.

  • Manage the daily operations of recreational facilities.

  • Evaluate recreation areas, facilities, and services to determine if they are producing desired results.

  • Develop treatment goals for individuals based on their assessments.

  • Confer with management to discuss and resolve participant complaints.

  • Take residents on community outings.

  • Explain principles, techniques, and safety procedures to participants in recreational activities and demonstrate use of materials and equipment.

  • Enforce rules and regulations of recreational facilities to maintain discipline and ensure safety.

  • Document individuals' progress toward meeting their treatment goals.

  • Meet and collaborate with agency personnel, community organizations, and other professional personnel to plan balanced recreational programs for participants.

  • Provide for entertainment and set up related decorations and equipment.

  • Supervise and coordinate the work activities of personnel, such as training staff members and assigning work duties.

  • Serve as liaison between park or recreation administrators and activity instructors.

  • Assess the needs and interests of individuals and groups and plan activities accordingly, given the available equipment or facilities.

  • Conduct individual in-room visits with residents.

  • Evaluate staff performance, recording evaluations on appropriate forms.

  • Greet new arrivals to activities, introducing them to other participants, explaining facility rules, and encouraging participation.

  • Direct special activities or events, such as aquatics, gymnastics, or performing arts.

  • Meet with staff to discuss rules, regulations, and work-related problems.

  • Schedule maintenance and use of facilities.

  • Administer first aid according to prescribed procedures and notify emergency medical personnel when necessary.

  • Complete and maintain time and attendance forms and inventory lists.

  • Encourage participants to develop their own activities and leadership skills through group discussions.

  • Oversee the purchase, planning, design, construction, and upkeep of recreation facilities and areas.

Technologies & Software

  • Microsoft Copilot
  • YouTube
  • Microsoft Office software
  • Mistral (Mistral AI)
  • GroupMe
  • Gemini (Google)
  • Desktop publishing software
  • Grok (xAI)
  • Microsoft Publisher
  • Replika AI
  • Qwen (Alibaba)
  • Microsoft Word
  • Kimi (Moonshot AI)
  • Microsoft Outlook
  • Microsoft Windows
  • Corel WordPerfect Office Suite
  • Llama (Meta)
  • Charting software
  • Scheduling software
  • Gemini for Workspace
  • Appletree
  • Microsoft PowerPoint
  • ChatGPT (OpenAI)
  • Claude (Anthropic)
  • Microsoft Excel
  • DeepSeek
  • Word processing software
  • Nova (Amazon)
  • Recordkeeping software
  • Microsoft Internet Explorer
  • Database software
  • Laser facsimile machines
  • First aid kits
  • Wheelchairs
  • Braille materials
  • Calendars
  • Cash registers
  • Photocopiers
  • Two way radios
  • Desktop computers
  • Handheld calculators
  • Electronic scoreboards
  • Whiteboards
  • Cashboxes
  • Microphones
  • Informational signs
  • Ladders
  • Passenger vans
  • Mobile phones