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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

  • Clean and sanitize athletic training rooms.

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

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

  • Teach sports medicine courses to athletic training students.

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

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

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

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

  • Advise athletes on the proper use of equipment.

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

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

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

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

  • Accompany injured athletes to hospitals.

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

  • File athlete insurance claims and communicate with insurance providers.

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

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

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

  • Confer with coaches to select protective equipment.

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

  • 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

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