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Automation Risk Analysis

Will “Vocational Rehabilitation Case Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #47 of 702. Estimated risk: 0.9%

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AI Exposure Risk

53%

“Vocational Rehabilitation Case Manager” 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%

“Vocational Rehabilitation Case Manager” 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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

  • Supervise rehabilitation counselors and staff.

  • Develop diagnostic procedures to determine clients' needs.

Technologies & Software

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

Alternative Job Titles