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Automation Risk Analysis

Will “Sports Medicine Trainer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #35 of 702. Estimated risk: 0.7%

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AI Exposure Risk

43%

“Sports Medicine 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%

“Sports Medicine 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

  • Teach sports medicine courses to athletic training students.

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

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

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

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

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

  • Clean and sanitize athletic training rooms.

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

  • Advise athletes on the proper use of equipment.

  • Accompany injured athletes to hospitals.

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

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

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

  • 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.

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

  • 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.

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

  • File athlete insurance claims and communicate with insurance providers.

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

  • Confer with coaches to select protective equipment.

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

Technologies & Software

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