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Automation Risk Analysis

Will “Rehabilitation Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #47 of 702. Estimated risk: 0.9%

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AI Exposure Risk

53%

“Rehabilitation Engineer” will maybe 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 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

28%

“Rehabilitation Engineer” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 28% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Rehabilitation Counselors, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Counsel individuals to maximize the independence and employability of persons coping with personal, social, and vocational difficulties that result from birth defects, illness, disease, accidents, aging, or the stress of daily life. Coordinate activities for residents of care and treatment facilities. Assess client needs and design and implement rehabilitation programs that may include personal and vocational counseling, training, and job placement.

Avg. Annual Salary $51,260
Avg. Hourly Wage $24.64
Available Jobs (US) 88,930
Job Title & Hierarchy Code (SOC) Rehabilitation Counselors #21-1015
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Rehabilitation Counselors”

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Core Skills & Abilities

  • Monitor and record clients' progress to ensure that goals and objectives are met.

  • Arrange for on-site job coaching or assistive devices, such as specially equipped wheelchairs, to help clients adapt to work or school environments.

  • Supervise rehabilitation counselors and staff.

  • Develop diagnostic procedures to determine clients' needs.

  • Collaborate with clients' families to implement rehabilitation plans, such as behavioral, residential, social, or employment goals.

  • Locate barriers to client employment, such as inaccessible work sites, inflexible schedules, or transportation problems, and work with clients to develop strategies for overcoming these barriers.

  • Arrange for physical, mental, academic, vocational, and other evaluations to obtain information for assessing clients' needs and developing rehabilitation plans.

  • Maintain close contact with clients during job training and placements to resolve problems and evaluate placement adequacy.

  • Participate in job development and placement programs, contacting prospective employers, placing clients in jobs, and evaluating the success of placements.

  • Confer with clients to discuss their options and goals so that rehabilitation programs and plans for accessing needed services can be developed.

  • Confer with physicians, psychologists, occupational therapists, and other professionals to develop and implement client rehabilitation programs.

  • Manage budgets and direct case service allocations, authorizing expenditures and payments.

  • Prepare and maintain records and case files, including documentation, such as clients' personal and eligibility information, services provided, narratives of client contacts, or relevant correspondence.

  • Develop and maintain relationships with community referral sources, such as schools or community groups.

  • Collaborate with community agencies to establish facilities and programs for persons with disabilities.

  • Develop rehabilitation plans that fit clients' aptitudes, education levels, physical abilities, and career goals.

  • Analyze information from interviews, educational and medical records, consultation with other professionals, and diagnostic evaluations to assess clients' abilities, needs, and eligibility for services.

Technologies & Software

  • Woebot (AI Mental Health)
  • Microsoft ActiveSync
  • Nova (Amazon)
  • Microsoft Internet Explorer
  • Voice recognition software
  • Microsoft Office Mobile
  • Email software
  • Scheduling software
  • Microsoft Copilot
  • Virus protection software
  • Qwen (Alibaba)
  • Client information database software
  • Gemini for Workspace
  • Spreadsheet software
  • SkillTRAN OASYS
  • Llama (Meta)
  • Microsoft Excel
  • Microsoft Outlook
  • Web browser software
  • Word processing software
  • Kimi (Moonshot AI)
  • Microsoft Word
  • Data input software
  • Limbic AI
  • Test interpretation software
  • Gemini (Google)
  • Global positioning system GPS software
  • Encryption software
  • Word recognition software
  • Grok (xAI)
  • Fanatic Software Informant
  • ChatGPT (OpenAI)
  • Netscape Navigator
  • Electronic medical record EMR software
  • Mistral (Mistral AI)
  • DeepSeek
  • SkillTRAN Job Browser Pro
  • Chart Links
  • Microsoft PowerPoint
  • Microsoft Mobile Explorer MME
  • Microsoft Office Outlook
  • Microsoft Office software
  • Budgeting software
  • Adobe Acrobat Reader
  • Claude (Anthropic)
  • Global positioning system GPS receivers
  • Alternative computer keyboards
  • Multi-line telephone systems
  • Tablet computers
  • Voice over internet protocol VoIP systems
  • Laser printers
  • Liquid crystal display LCD projectors
  • Smartphones
  • Voice output communication aids
  • Personal computers
  • Laser facsimile machines
  • Photocopiers
  • Handheld calculators
  • Notebook computers
  • Intercom systems
  • Alternative mouse options
  • Scanners
  • Desktop computers
  • Laser pointers

Alternative Job Titles