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Automation Risk Analysis

Will “Resident 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%

“Resident 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%

“Resident 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

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

  • 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.

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

  • Advise athletes on the proper use of equipment.

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

  • 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.

  • Confer with coaches to select protective equipment.

  • 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.

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

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

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

  • File athlete insurance claims and communicate with insurance providers.

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

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

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

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

  • Teach sports medicine courses to athletic training students.

  • Clean and sanitize athletic training rooms.

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

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

  • Accompany injured athletes to hospitals.

Technologies & Software

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