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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

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

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

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

  • Teach sports medicine courses to athletic training students.

  • File athlete insurance claims and communicate with insurance providers.

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

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

  • Accompany injured athletes to hospitals.

  • Confer with coaches to select protective equipment.

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

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

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

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

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

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

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

  • Advise athletes on the proper use of equipment.

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

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

  • Clean and sanitize athletic training rooms.

  • 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.

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

Technologies & Software

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