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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

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

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

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

  • 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.

  • Teach sports medicine courses to athletic training students.

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

  • Confer with coaches to select protective equipment.

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

  • Clean and sanitize athletic training rooms.

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

  • Advise athletes on the proper use of equipment.

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

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

  • Accompany injured athletes to hospitals.

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

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

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

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

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

  • File athlete insurance claims and communicate with insurance providers.

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

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

Technologies & Software

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