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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

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

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

  • File athlete insurance claims and communicate with insurance providers.

  • Accompany injured athletes to hospitals.

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

  • Teach sports medicine courses to athletic training students.

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

  • Clean and sanitize athletic training rooms.

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

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

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

  • 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.

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

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

  • Advise athletes on the proper use of equipment.

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

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

  • Confer with coaches to select protective equipment.

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

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

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

  • 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

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