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Automation Risk Analysis

Will “Rehabilitation Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #6 of 702. Estimated risk: 0.4%

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AI Exposure Risk

49%

“Rehabilitation Engineer” 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 49% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

41%

“Rehabilitation Engineer” 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 41% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Occupational Therapists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assess, plan, and organize rehabilitative programs that help build or restore vocational, homemaking, and daily living skills, as well as general independence, to persons with disabilities or developmental delays. Use therapeutic techniques, adapt the individual's environment, teach skills, and modify specific tasks that present barriers to the individual.

Avg. Annual Salary $98,240
Avg. Hourly Wage $47.23
Available Jobs (US) 152,280
Job Title & Hierarchy Code (SOC) Occupational Therapists #29-1122
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Occupational Therapists”

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Core Skills & Abilities

  • Help clients improve decision making, abstract reasoning, memory, sequencing, coordination, and perceptual skills, using computer programs.

  • Design and create, or requisition, special supplies and equipment, such as splints, braces, and computer-aided adaptive equipment.

  • Complete and maintain necessary records.

  • Evaluate patients' progress and prepare reports that detail progress.

  • Advise on health risks in the workplace or on health-related transition to retirement.

  • Select activities that will help individuals learn work and life-management skills within limits of their mental or physical capabilities.

  • Plan and implement programs and social activities to help patients learn work or school skills and adjust to handicaps.

  • Train caregivers in providing for the needs of a patient during and after therapy.

  • Recommend changes in patients' work or living environments, consistent with their needs and capabilities.

  • Consult with rehabilitation team to select activity programs or coordinate occupational therapy with other therapeutic activities.

  • Provide training and supervision in therapy techniques and objectives for students or nurses and other medical staff.

  • Plan, organize, and conduct occupational therapy programs in hospital, institutional, or community settings to help rehabilitate persons with disabilities because of illness, injury or psychological or developmental problems.

  • Develop and participate in health promotion programs, group activities, or discussions to promote client health, facilitate social adjustment, alleviate stress, and prevent physical or mental disability.

  • Provide patients with assistance in locating or holding jobs.

  • Conduct research in occupational therapy.

  • Test and evaluate patients' physical and mental abilities and analyze medical data to determine realistic rehabilitation goals for patients.

  • Lay out materials such as puzzles, scissors and eating utensils for use in therapy, and clean and repair these tools after therapy sessions.

Technologies & Software

  • Physical education educational software
  • Duxbury Braille Translator
  • Nuance DAX (Microsoft)
  • Tactile graphic production kits software
  • Computer drawing software
  • Text scanning software
  • Social studies educational software
  • Science educational software
  • Text to speech software
  • Music software
  • Word processing software
  • Gemini for Workspace
  • FileMaker Pro
  • Synapse Adaptive Connect Outloud
  • Abridge
  • Mayer-Johnson Boardmaker
  • Microsoft Office software
  • Rehab Documentation Company ReDoc Suite
  • HMS
  • Language arts educational software
  • Math educational software
  • Nabla Copilot
  • Microsoft Word
  • Glass AI
  • Email software
  • Speech recognition software
  • Lexrotech LxPediatric
  • Crick Software Clicker 4
  • Perplexity AI
  • Screen magnification software
  • Bizmatics PrognoCIS EMR
  • Internet browser software
  • Fifth Walk BillingTracker
  • Facebook
  • Spreadsheet software
  • Microsoft Excel
  • eClinicalWorks EHR software
  • Epic AI
  • Amboss AI
  • Screen reader software
  • Casamba Smart
  • Special education educational software
  • OpenOffice WRITER
  • Text reader software
  • Personal computers
  • Trackballs
  • Weights
  • Wobble switches
  • Splints
  • Gait and transfer belts
  • Voice output communication aids
  • Scooters
  • Video magnifiers
  • Computer switch interfaces
  • Adaptive cutlery
  • Switch use tools
  • Alternative computer keyboards
  • Pulleys
  • Power sanders
  • Manual blood pressure cuffs
  • Adjustable beds
  • Lathes
  • Electric knives
  • Electronic blood pressure units
  • Pressure care garments
  • Braille printers
  • Single-cut mill saw files
  • Electric wheelchairs
  • Soldering irons
  • Orthotics
  • Personal digital assistants PDA
  • Portable scanning pens
  • Wheelchairs
  • Exercise balls
  • Looms
  • Wheeled walkers
  • Goniometers or arthrometers
  • Trackpads
  • Sewing machines
  • Laptop computers
  • Tongue switches
  • Drill presses
  • Resistive exercise bands
  • Hoists
  • Lift chairs
  • Joy sticks
  • Power drills
  • Video cameras
  • Mechanical stethoscopes
  • Saws