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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

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

  • Teach sports medicine courses to athletic training students.

  • Clean and sanitize athletic training rooms.

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

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

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

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

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

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

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

  • Confer with coaches to select protective equipment.

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

  • 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.

  • Advise athletes on the proper use of equipment.

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

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

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

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

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

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

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

  • Accompany injured athletes to hospitals.

  • File athlete insurance claims and communicate with insurance providers.

Technologies & Software

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