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Automation Risk Analysis

Will “Veterans Rehabilitation Counselor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #47 of 702. Estimated risk: 0.9%

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AI Exposure Risk

53%

“Veterans Rehabilitation Counselor” 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%

“Veterans Rehabilitation Counselor” 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

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

  • 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 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.

  • Supervise rehabilitation counselors and staff.

  • 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.

  • 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.

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

  • 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.

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

  • 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.

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

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

  • Develop diagnostic procedures to determine clients' needs.

Technologies & Software

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

Alternative Job Titles