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Automation Risk Analysis

Will “Vocational Rehabilitation Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #6 of 702. Estimated risk: 0.4%

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AI Exposure Risk

49%

“Vocational Rehabilitation Specialist” 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%

“Vocational Rehabilitation 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 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

  • 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.

  • Conduct research in occupational therapy.

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

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

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

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

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

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

  • Complete and maintain necessary records.

  • Provide patients with assistance in locating or holding jobs.

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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