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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.

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

  • Develop diagnostic procedures to determine clients' needs.

  • 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.

  • 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.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles