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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

  • 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 diagnostic procedures to determine clients' needs.

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

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

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

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

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

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

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

  • 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.

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

  • Supervise rehabilitation counselors and staff.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles