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Automation Risk Analysis

Will “Fitness Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #35 of 702. Estimated risk: 0.7%

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AI Exposure Risk

43%

“Fitness Specialist” 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 43% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

42%

“Fitness Specialist” 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 42% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Athletic Trainers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Evaluate and treat musculoskeletal injuries or illnesses. Provide preventive, therapeutic, emergency, and rehabilitative care.

Avg. Annual Salary $63,960
Available Jobs (US) 28,950
Job Title & Hierarchy Code (SOC) Athletic Trainers #29-9091
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Athletic Trainers”

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Core Skills & Abilities

  • Apply protective or injury preventive devices, such as tape, bandages, or braces, to body parts, such as ankles, fingers, or wrists.

  • Accompany injured athletes to hospitals.

  • Travel with athletic teams to be available at sporting events.

  • Instruct coaches, athletes, parents, medical personnel, or community members in the care and prevention of athletic injuries.

  • Clean and sanitize athletic training rooms.

  • Recommend special diets to improve athletes' health, increase their stamina, or alter their weight.

  • Advise athletes on the proper use of equipment.

  • Inspect playing fields to locate any items that could injure players.

  • Lead stretching exercises for team members prior to games or practices.

  • Confer with coaches to select protective equipment.

  • Teach sports medicine courses to athletic training students.

  • Collaborate with physicians to develop and implement comprehensive rehabilitation programs for athletic injuries.

  • Conduct research or provide instruction on subject matter related to athletic training or sports medicine.

  • Develop training programs or routines designed to improve athletic performance.

  • File athlete insurance claims and communicate with insurance providers.

  • Conduct an initial assessment of an athlete's injury or illness to provide emergency or continued care and to determine whether they should be referred to physicians for definitive diagnosis and treatment.

  • Evaluate athletes' readiness to play and provide participation clearances when necessary and warranted.

  • Care for athletic injuries, using physical therapy equipment, techniques, or medication.

  • Perform team support duties, such as running errands, maintaining equipment, or stocking supplies.

  • Assess and report the progress of recovering athletes to coaches or physicians.

  • Plan or implement comprehensive athletic injury or illness prevention programs.

  • Perform general administrative tasks, such as keeping records or writing reports.

  • Massage body parts to relieve soreness, strains, or bruises.

Technologies & Software

  • Nuance DAX (Microsoft)
  • Word processing software
  • Injury tracking software
  • Spreadsheet software
  • Premier Software Simtrak Mobility
  • Scheduling software
  • Microsoft Office software
  • Abridge
  • BioEx Systems Exercise Pro
  • Web browser software
  • Microsoft Word
  • Email software
  • Microsoft Outlook
  • Nabla Copilot
  • Epic AI
  • Gemini for Workspace
  • Database software
  • Amboss AI
  • Glass AI
  • Microsoft Excel
  • Microsoft PowerPoint
  • Perplexity AI
  • Digital Coach AthleticTrainer
  • ImPACT Applications ImPACT
  • Keffer Development Services Athletic Trainer System ATS
  • Sling psychrometers
  • Heat therapy equipment
  • Walking canes
  • Elliptical trainers
  • Personal computers
  • Lumbar traction units
  • Hydrocollator heating units
  • Free weights
  • Mouth guards
  • Neck braces
  • Sports helmets
  • Exercise bands
  • Cervical traction units
  • Two way radios
  • Muscle strength dynamometers
  • Automated blood pressure cuffs
  • Swiss exercise balls
  • Medical examination protective gloves
  • Air splints
  • Knee immobilizers
  • Spinal immobilization equipment
  • Fixed splints
  • Pulse oximeters
  • Weight machines
  • Automated external defibrillators AED
  • Biofeedback equipment
  • Medical scales
  • Traction splints
  • Oxygen administration equipment
  • Emergency response stretchers
  • Cold therapy equipment
  • Tilt tables
  • Transcutaneous electric nerve stimulation TENS equipment
  • One-way valve pocket masks
  • Exercise bicycles
  • Therapeutic paraffin baths
  • Lower extremity braces
  • Face shields
  • Goniometers or arthrometers
  • Therapeutic ultrasound equipment
  • Rowing machines
  • Vacuum splints
  • Exercise treadmills
  • Desktop computers
  • Exercise tubing
  • Stair climbing machines
  • Whirlpool therapy baths
  • Upper extremity braces
  • Crutches
  • Parallel bars
  • Body-fat calipers
  • Laptop computers