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Automation Risk Analysis

Will “Physical Trainer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #35 of 702. Estimated risk: 0.7%

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AI Exposure Risk

43%

“Physical 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%

“Physical 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

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

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

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

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

  • Accompany injured athletes to hospitals.

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

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

  • Clean and sanitize athletic training rooms.

  • Advise athletes on the proper use of equipment.

  • 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.

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

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

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

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

  • File athlete insurance claims and communicate with insurance providers.

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

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

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

  • Confer with coaches to select protective equipment.

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

Technologies & Software

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