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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

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

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

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

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

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

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

  • Clean and sanitize athletic training rooms.

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

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

  • Accompany injured athletes to hospitals.

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

  • 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.

  • 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.

  • File athlete insurance claims and communicate with insurance providers.

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

  • Teach sports medicine courses to athletic training students.

  • Confer with coaches to select protective equipment.

  • 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.

  • 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.

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

Technologies & Software

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