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Automation Risk Analysis

Will “Fitness Plan Coordinator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #29 of 702. Estimated risk: 0.6%

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AI Exposure Risk

52%

“Fitness Plan Coordinator” 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 Plan Coordinator” 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

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

  • Conduct individual in-room visits with residents.

  • Take residents on community outings.

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

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

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

  • Schedule maintenance and use of facilities.

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

  • Document individuals' progress toward meeting their treatment goals.

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

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

  • Manage the daily operations of recreational facilities.

  • Confer with management to discuss and resolve participant complaints.

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

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

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

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

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

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

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

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

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

  • Evaluate staff performance, recording evaluations on appropriate forms.

  • Develop treatment goals for individuals based on their assessments.

Technologies & Software

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  • Claude (Anthropic)
  • Microsoft PowerPoint
  • Replika AI
  • Charting software
  • Recordkeeping software
  • Kimi (Moonshot AI)
  • Microsoft Outlook
  • Scheduling software
  • Microsoft Internet Explorer
  • DeepSeek
  • Microsoft Word
  • Gemini for Workspace
  • Appletree
  • Desktop publishing software
  • Microsoft Office software
  • Microsoft Copilot
  • Database software
  • Microsoft Publisher
  • Gemini (Google)
  • Mistral (Mistral AI)
  • Microsoft Windows
  • Informational signs
  • Cash registers
  • Two way radios
  • Cashboxes
  • Braille materials
  • Passenger vans
  • Handheld calculators
  • Whiteboards
  • Desktop computers
  • Mobile phones
  • Wheelchairs
  • Ladders
  • Laser facsimile machines
  • Electronic scoreboards
  • First aid kits
  • Microphones
  • Photocopiers
  • Calendars