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Automation Risk Analysis

Will “Athletic Instructor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #35 of 702. Estimated risk: 0.7%

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AI Exposure Risk

43%

“Athletic Instructor” 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%

“Athletic Instructor” 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.

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

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

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

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

  • Accompany injured athletes to hospitals.

  • Confer with coaches to select protective equipment.

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

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

  • 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.

  • Clean and sanitize athletic training rooms.

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

  • Advise athletes on the proper use of 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.

  • Teach sports medicine courses to athletic training students.

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

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

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

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

  • 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.

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

Technologies & Software

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