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Automation Risk Analysis

Will “Sports Trainer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #35 of 702. Estimated risk: 0.7%

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AI Exposure Risk

43%

“Sports 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%

“Sports 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

  • Confer with coaches to select protective equipment.

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

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

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

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

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

  • Clean and sanitize athletic training rooms.

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

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

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

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

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

  • File athlete insurance claims and communicate with insurance providers.

  • Accompany injured athletes to hospitals.

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

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

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

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

  • Advise athletes on the proper use of equipment.

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

  • Teach sports medicine courses to athletic training students.

  • 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.

Technologies & Software

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