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Automation Risk Analysis

Will “Group Home Counselor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #47 of 702. Estimated risk: 0.9%

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AI Exposure Risk

53%

“Group Home 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%

“Group Home 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

  • Develop diagnostic procedures to determine clients' needs.

  • 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.

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

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

  • Supervise rehabilitation counselors and staff.

  • 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.

  • 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.

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles