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Automation Risk Analysis

Will “Ski Instructor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #58 of 702. Estimated risk: 1.3%

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AI Exposure Risk

48%

“Ski Instructor” 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%

“Ski Instructor” 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.

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

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

  • Plan, organize, and conduct practice sessions.

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

  • Explain and enforce safety rules and regulations.

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

  • 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.

  • Teach instructional courses and advise students.

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

  • Monitor the academic eligibility of student athletes.

  • Develop and arrange competition schedules and programs.

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

  • 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 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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