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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

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

  • File athlete insurance claims and communicate with insurance providers.

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

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

  • Clean and sanitize athletic training rooms.

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

  • 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.

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

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

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

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

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

  • Accompany injured athletes to hospitals.

  • Teach sports medicine courses to athletic training students.

  • Confer with coaches to select protective equipment.

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

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

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

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

  • Advise athletes on the proper use of equipment.

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

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

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

Technologies & Software

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