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Automation Risk Analysis

Will “Gymnastics Coach” be Automated?

Historical Context: Oxford Study (2013)

Ranked #58 of 702. Estimated risk: 1.3%

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AI Exposure Risk

48%

“Gymnastics 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%

“Gymnastics 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

  • Monitor the academic eligibility of student athletes.

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

  • Explain and enforce safety rules and regulations.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Plan, organize, and conduct practice sessions.

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

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

  • Develop and arrange competition schedules and programs.

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

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

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

  • Teach instructional courses and advise students.

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

  • 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.

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

Technologies & Software

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