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Automation Risk Analysis

Will “Fitness Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #29 of 702. Estimated risk: 0.6%

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AI Exposure Risk

52%

“Fitness Worker” 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%

“Fitness Worker” 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

  • Manage the daily operations of recreational facilities.

  • Schedule maintenance and use of facilities.

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

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

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

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

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

  • Document individuals' progress toward meeting their treatment goals.

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

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

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

  • Conduct individual in-room visits with residents.

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

  • Confer with management to discuss and resolve participant complaints.

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

  • Develop treatment goals for individuals based on their assessments.

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

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

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

  • Evaluate staff performance, recording evaluations on appropriate forms.

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

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

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

  • Take residents on community outings.

Technologies & Software

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