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Automation Risk Analysis

Will “Clinical 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%

“Clinical 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%

“Clinical 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

  • Clean and sanitize athletic training rooms.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • File athlete insurance claims and communicate with insurance providers.

  • Accompany injured athletes to hospitals.

  • Confer with coaches to select protective equipment.

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

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

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

  • Advise athletes on the proper use of equipment.

Technologies & Software

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