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Automation Risk Analysis

Will “Fitness Coach” be Automated?

Historical Context: Oxford Study (2013)

Ranked #58 of 702. Estimated risk: 1.3%

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AI Exposure Risk

48%

“Fitness Coach” will probably not 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 48% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

35%

“Fitness Coach” 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 Coaches and Scouts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Instruct or coach groups or individuals in the fundamentals of sports for the primary purpose of competition. Demonstrate techniques and methods of participation. May evaluate athletes' strengths and weaknesses as possible recruits or to improve the athletes' technique to prepare them for competition. Those required to hold teaching certifications should be reported in the appropriate teaching category.

Avg. Annual Salary $58,910
Available Jobs (US) 250,940
Job Title & Hierarchy Code (SOC) Coaches and Scouts #27-2022
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Coaches and Scouts”

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Core Skills & Abilities

  • Hire, supervise, and work with extended coaching staff.

  • Explain and enforce safety rules and regulations.

  • Provide training direction, encouragement, motivation, and nutritional advice to prepare athletes for games, competitive events, or tours.

  • Select, acquire, store, and issue equipment and other materials as necessary.

  • Plan and direct physical conditioning programs that will enable athletes to achieve maximum performance.

  • Instruct individuals or groups in sports rules, game strategies, and performance principles, such as specific ways of moving the body, hands, or feet, to achieve desired results.

  • Adjust coaching techniques, based on the strengths and weaknesses of athletes.

  • Evaluate athletes' skills and review performance records to determine their fitness and potential in a particular area of athletics.

  • Teach instructional courses and advise students.

  • Keep abreast of changing rules, techniques, technologies, and philosophies relevant to their sport.

  • File scouting reports that detail player assessments, provide recommendations on athlete recruitment, and identify locations and individuals to be targeted for future recruitment efforts.

  • Monitor the academic eligibility of student athletes.

  • Analyze the strengths and weaknesses of opposing teams to develop game strategies.

  • Identify and recruit potential athletes by sending recruitment letters, meeting with recruits, and arranging and offering incentives, such as athletic scholarships.

  • Counsel student athletes on academic, athletic, and personal issues.

  • Develop and arrange competition schedules and programs.

  • Monitor athletes' use of equipment to ensure safe and proper use.

  • Plan strategies and choose team members for individual games or sports seasons.

  • Plan, organize, and conduct practice sessions.

  • Keep and review paper, computerized, and video records of athlete, team, and opposing team performance.

  • Coordinate travel arrangements and travel with team to away contests.

  • Contact the parents of players to provide information and answer questions.

  • Perform activities that support a team or a specific sport, such as participating in community outreach activities, meeting with media representatives, and appearing at fundraising events.

  • Oversee the development and management of the sports program budget and fundraising activities.

  • Serve as organizer, leader, instructor, or referee for outdoor and indoor games, such as volleyball, football, and soccer.

  • Arrange and conduct sports-related activities, such as training camps, skill-improvement courses, clinics, and pre-season try-outs.

  • Explain and demonstrate the use of sports and training equipment, such as trampolines or weights.

Technologies & Software

  • Midjourney
  • GroupMe
  • Statistical software
  • Schoology
  • Screencastify
  • Website creation software
  • Web browser software
  • Microsoft Word
  • Performance database software
  • Screencast-O-Matic
  • Adobe Firefly
  • ParentSquare
  • X (formerly Twitter)
  • Recraft
  • Google Drive
  • Seesaw
  • Suno AI
  • Runway ML
  • Video analysis software
  • Bloomz
  • Pear Deck
  • Edpuzzle
  • Nearpod
  • YouTube
  • Edmodo
  • Motion analysis software
  • Microsoft Publisher
  • Microsoft Excel
  • Google Meet
  • Sora (OpenAI)
  • Microsoft Outlook
  • Facebook
  • Edulastic
  • LoveArt AI
  • Evernote
  • CapCut AI
  • DALL-E 3 (OpenAI)
  • Graphics creation software
  • Udio
  • Napkin AI
  • Google Docs
  • Gemini for Workspace
  • Microsoft Office software
  • Perplexity AI
  • Video file conversion software
  • Flipgrid
  • Microsoft PowerPoint
  • ElevenLabs
  • Online registration software
  • C++
  • Google Classroom
  • Video editing software
  • Scheduling software
  • Tablet computers
  • Personal computers
  • Digital video disk DVD players
  • Football training dummies
  • Vaulting poles
  • Regulation basketballs
  • Weighlifting analysis equipment
  • Digital video cameras
  • Regulation footballs
  • Communications headsets
  • Ice hockey skates
  • Laptop computers
  • Regulation soccer balls
  • Interactive whiteboards
  • Cyclical variations in adaptive conditioning CVAC pods
  • Field hockey sticks
  • Baseball catching gloves
  • Track and field hurdles
  • Regulation volleyballs
  • Digital stopwatches
  • Figure skates
  • Motion analysis equipment
  • Speed skates
  • Ice hockey sticks
  • Football training sleds
  • Speed measuring radar guns