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Automation Risk Analysis

Will “Cross Country Coach” be Automated?

Historical Context: Oxford Study (2013)

Ranked #58 of 702. Estimated risk: 1.3%

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AI Exposure Risk

48%

“Cross Country 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%

“Cross Country 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

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

  • Develop and arrange competition schedules and programs.

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

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

  • Plan, organize, and conduct practice sessions.

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

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

  • 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.

  • 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.

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

  • Monitor the academic eligibility of student athletes.

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

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

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

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

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

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

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

  • Teach instructional courses and advise students.

  • 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.

  • 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.

  • Explain and enforce safety rules and regulations.

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

Technologies & Software

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