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Automation Risk Analysis

Will “Personal Trainer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #35 of 702. Estimated risk: 0.7%

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AI Exposure Risk

43%

“Personal 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%

“Personal 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

  • File athlete insurance claims and communicate with insurance providers.

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

  • 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.

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

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

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

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

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

  • Accompany injured athletes to hospitals.

  • Confer with coaches to select protective equipment.

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

  • Advise athletes on the proper use of equipment.

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

  • 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.

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

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

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

  • Clean and sanitize athletic training rooms.

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

  • Teach sports medicine courses to athletic training students.

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

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

Technologies & Software

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