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Automation Risk Analysis

Will “Women's 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%

“Women's 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%

“Women's 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

  • 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.

  • 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.

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

  • Advise athletes on the proper use of equipment.

  • 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.

  • Clean and sanitize athletic training rooms.

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

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

  • Accompany injured athletes to hospitals.

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

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

  • File athlete insurance claims and communicate with insurance providers.

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

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

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

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

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

  • Teach sports medicine courses to athletic training students.

  • Confer with coaches to select protective equipment.

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

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

Technologies & Software

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