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Automation Risk Analysis

Will “Water Aerobics Instructor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #164 of 702. Estimated risk: 8.5%

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AI Exposure Risk

45%

“Water Aerobics 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 45% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Water Aerobics 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 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Exercise Trainers and Group Fitness Instructors, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Instruct or coach groups or individuals in exercise activities for the primary purpose of personal fitness. Demonstrate techniques and form, observe participants, and explain to them corrective measures necessary to improve their skills. Develop and implement individualized approaches to exercise.

Avg. Annual Salary $51,360
Avg. Hourly Wage $24.69
Available Jobs (US) 303,620
Job Title & Hierarchy Code (SOC) Exercise Trainers and Group Fitness Instructors #39-9031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Exercise Trainers and Group Fitness Instructors”

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Core Skills & Abilities

  • Offer alternatives during classes to accommodate different levels of fitness.

  • Advise clients about proper clothing and shoes.

  • Maintain equipment inventories, and select, store, or issue equipment as needed.

  • Monitor participants' progress and adapt programs as needed.

  • Administer emergency first aid, wrap injuries, treat minor chronic disabilities, or refer injured persons to physicians.

  • Explain and enforce safety rules and regulations governing sports, recreational activities, and the use of exercise equipment.

  • Maintain fitness equipment.

  • Conduct therapeutic, recreational, or athletic activities.

  • Observe participants and inform them of corrective measures necessary for skill improvement.

  • Instruct participants in maintaining exertion levels to maximize benefits from exercise routines.

  • Advise participants in use of heat or ultraviolet treatments and hot baths.

  • Teach individual and team sports to participants through instruction and demonstration, using knowledge of sports techniques and of participants' physical capabilities.

  • Plan routines, choose appropriate music, and choose different movements for each set of muscles, depending on participants' capabilities and limitations.

  • Evaluate individuals' abilities, needs, and physical conditions, and develop suitable training programs to meet any special requirements.

  • Teach proper breathing techniques used during physical exertion.

  • Provide students with information and resources regarding nutrition, weight control, and lifestyle issues.

  • Promote health clubs through membership sales, and record member information.

  • Organize and conduct competitions and tournaments.

  • Teach and demonstrate use of gymnastic and training equipment, such as trampolines and weights.

  • Plan physical education programs to promote development of participants' physical attributes and social skills.

Technologies & Software

  • ChatGPT (OpenAI)
  • Gemini for Workspace
  • Microsoft Office software
  • Email software
  • Microsoft Word
  • Microsoft Outlook
  • Intuit QuickBooks
  • DaySmart Software Appointment-Plus
  • Sage Simply Accounting
  • ICTraining
  • Microsoft PowerPoint
  • Replika AI
  • MYOB BusinessEssentials
  • BioEx Systems Exercise Expert
  • Sage 50 Accounting
  • EZFacility Trainer Management System
  • Web browser software
  • DietMaster Systems DietMaster
  • BioEx Systems Fitness Maker
  • Appointment scheduling software
  • Blink
  • Microsoft Excel
  • Microsoft Copilot
  • Visual Health Information The Trainer's Exercise Toolbox
  • BioEx Systems Nutrition Maker Plus
  • Online River Software Personal Trainer Pro
  • Physical conditioning treadmill exercisers
  • Rowing machines
  • Free weights
  • Emergency first aid equipment
  • Personal computers
  • Body fat measurement calipers
  • Laptop computers
  • Fitness jog belts
  • Exercise steps
  • Automated external defibrillators AED
  • Manual blood pressure cuffs
  • Weighted exercise balls
  • MP3 players
  • Upper body weight machines
  • Medical tape measures
  • Exercise bands
  • Microphones
  • Lower body weight machines
  • Water ankle weights
  • Jump ropes
  • Exercise tubing
  • Balance boards
  • Multi-speaker stereo systems
  • Elliptical trainers
  • Fitness trampolines
  • Pedometers
  • Personal digital assistants PDA
  • Pilates training equipment
  • Stair climbers
  • Stationary exercise bicycles
  • Balance disks
  • Medicine balls
  • Weighted swim vests