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Automation Risk Analysis

Will “Tennis Coach” be Automated?

Historical Context: Oxford Study (2013)

Ranked #58 of 702. Estimated risk: 1.3%

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AI Exposure Risk

48%

“Tennis 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%

“Tennis 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

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

  • Explain and enforce safety rules and regulations.

  • Teach instructional courses and advise students.

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

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

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

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

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

  • Monitor the academic eligibility of student athletes.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Develop and arrange competition schedules and programs.

  • 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.

  • Plan, organize, and conduct practice sessions.

Technologies & Software

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