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Automation Risk Analysis

Will “Independent Living Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #231 of 702. Estimated risk: 27.0%

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AI Exposure Risk

23%

“Independent Living Specialist” will almost certainly 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 23% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

44%

“Independent Living Specialist” 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 44% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Occupational Therapy Aides, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Under close supervision of an occupational therapist or occupational therapy assistant, perform only delegated, selected, or routine tasks in specific situations. These duties include preparing patient and treatment room.

Avg. Annual Salary $41,850
Avg. Hourly Wage $20.12
Available Jobs (US) 5,000
Job Title & Hierarchy Code (SOC) Occupational Therapy Aides #31-2012
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Occupational Therapy Aides”

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Core Skills & Abilities

  • Assist occupational therapists in planning, implementing, and administering therapy programs to restore, reinforce, and enhance performance, using selected activities and special equipment.

  • Supervise patients in choosing and completing work assignments or arts and crafts projects.

  • Transport patients to and from the occupational therapy work area.

  • Adjust and repair assistive devices and make adaptive changes to other equipment and to environments.

  • Report to supervisors or therapists, verbally or in writing, on patients' progress, attitudes, attendance, and accomplishments.

  • Observe patients' attendance, progress, attitudes, and accomplishments and record and maintain information in client records.

  • Manage intradepartmental infection control and equipment security.

  • Demonstrate therapy techniques, such as manual and creative arts and games.

  • Assist educational specialists or clinical psychologists in administering situational or diagnostic tests to measure client's abilities or progress.

  • Evaluate the living skills and capacities of clients with physical, developmental, or mental health disabilities.

  • Prepare and maintain work area, materials, and equipment and maintain inventory of treatment and educational supplies.

  • Encourage patients and attend to their physical needs to facilitate the attainment of therapeutic goals.

  • Accompany patients on outings, providing transportation when necessary.

  • Instruct patients and families in work, social, and living skills, the care and use of adaptive equipment, and other skills to facilitate home and work adjustment to disability.

  • Perform clerical, administrative, and secretarial duties, such as answering phones, restocking and ordering supplies, filling out paperwork, and scheduling appointments.

Technologies & Software

  • Scheduling software
  • Electronic medical record EMR software
  • Microsoft Access
  • Gemini for Workspace
  • Nuance DAX (Microsoft)
  • Microsoft Excel
  • Billing software
  • Word processing software
  • ChatGPT (OpenAI)
  • MEDITECH software
  • Microsoft Outlook
  • Microsoft PowerPoint
  • Microsoft Word
  • Microsoft Office software
  • Microsoft Copilot
  • Latch hooks
  • Orthopedic splints
  • Rivet setters
  • Therapeutic balls
  • Braille writers
  • Rawhide mallets
  • Transfer belts
  • Crochet hooks
  • Rotary punches
  • Sewing machines
  • Canes
  • Sewing needles
  • Scooter boards
  • Personal computers
  • Desktop computers
  • Adaptive cutlery
  • Hand weights
  • Wheeled walkers
  • Multi-purpose saw sets
  • Multi-line telephone systems
  • Rasps
  • Knitting needles
  • Power hand sanders
  • Rehabilitation training ramps
  • Leather scissors
  • Dressing sticks
  • Crutches
  • Communication boards
  • Lacing needles
  • Wheelchairs
  • Augmentative communication systems
  • Photocopiers
  • Reachers
  • Punching awls
  • Beading needles
  • Wood chisels