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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

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

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

  • Teach sports medicine courses to athletic training students.

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

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

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

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

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

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

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

  • Clean and sanitize athletic training rooms.

  • 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.

  • Confer with coaches to select protective equipment.

  • Accompany injured athletes to hospitals.

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

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

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

  • Advise athletes on the proper use of equipment.

  • File athlete insurance claims and communicate with insurance providers.

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

  • 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

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