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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

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

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

  • Advise athletes on the proper use of equipment.

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

  • Accompany injured athletes to hospitals.

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

  • Clean and sanitize athletic training rooms.

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

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

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

  • Confer with coaches to select protective equipment.

  • 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.

  • File athlete insurance claims and communicate with insurance providers.

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

  • 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.

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

  • 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.

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

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

  • Teach sports medicine courses to athletic training students.

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

Technologies & Software

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