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Automation Risk Analysis

Will “Athletic Lecturer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #35 of 702. Estimated risk: 0.7%

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AI Exposure Risk

43%

“Athletic Lecturer” 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 Lecturer” 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.

  • Accompany injured athletes to hospitals.

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

  • Teach sports medicine courses to athletic training students.

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

  • 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.

  • File athlete insurance claims and communicate with insurance providers.

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

  • 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.

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

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

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

  • Advise athletes on the proper use of equipment.

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

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

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

  • Confer with coaches to select protective equipment.

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

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

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

  • Clean and sanitize athletic training rooms.

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

Technologies & Software

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