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Automation Risk Analysis

Will “Wellness Coach” be Automated?

Historical Context: Oxford Study (2013)

Ranked #58 of 702. Estimated risk: 1.3%

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AI Exposure Risk

48%

“Wellness 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%

“Wellness 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

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

  • Monitor the academic eligibility of student athletes.

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

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

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

  • 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, organize, and conduct practice sessions.

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

  • Teach instructional courses and advise students.

  • Explain and enforce safety rules and regulations.

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

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

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

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

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

Technologies & Software

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