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Automation Risk Analysis

Will “Job Trainer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #6 of 702. Estimated risk: 0.4%

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AI Exposure Risk

49%

“Job Trainer” 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%

“Job Trainer” 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

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

  • 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.

  • Complete and maintain necessary records.

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

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

  • Conduct research in occupational therapy.

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

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

  • 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.

  • Provide patients with assistance in locating or holding jobs.

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

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

  • 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.

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

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

Technologies & Software

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