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Automation Risk Analysis

Will “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%

“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%

“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

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

  • 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.

  • Confer with coaches to select protective equipment.

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

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

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

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

  • Teach sports medicine courses to athletic training students.

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

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

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

  • File athlete insurance claims and communicate with insurance providers.

  • Clean and sanitize athletic training rooms.

  • Accompany injured athletes to hospitals.

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

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

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

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

  • Advise athletes on the proper use of equipment.

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

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

  • 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.

Technologies & Software

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