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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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

  • Complete and maintain necessary records.

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

  • Provide patients with assistance in locating or holding jobs.

  • Conduct research in occupational therapy.

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

Technologies & Software

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