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Automation Risk Analysis

Will “Licensed 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%

“Licensed 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%

“Licensed 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

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

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

  • Confer with coaches to select protective equipment.

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

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

  • 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.

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

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

  • File athlete insurance claims and communicate with insurance providers.

  • Advise athletes on the proper use of equipment.

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

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

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

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

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

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

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

  • Teach sports medicine courses to athletic training students.

  • Accompany injured athletes to hospitals.

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

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

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

  • Clean and sanitize athletic training rooms.

Technologies & Software

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