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Automation Risk Analysis

Will “Certified Athletic Trainer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #35 of 702. Estimated risk: 0.7%

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AI Exposure Risk

43%

“Certified Athletic Trainer” 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%

“Certified Athletic Trainer” 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.

  • Confer with coaches to select protective equipment.

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

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

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

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

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

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

  • Accompany injured athletes to hospitals.

  • Advise athletes on the proper use of equipment.

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

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

  • File athlete insurance claims and communicate with insurance providers.

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

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

  • 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.

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

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

  • Clean and sanitize athletic training rooms.

  • Teach sports medicine courses to athletic training students.

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

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

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

Technologies & Software

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