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Automation Risk Analysis

Will “Direct Care Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #47 of 702. Estimated risk: 0.9%

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AI Exposure Risk

53%

“Direct Care Specialist” 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%

“Direct Care Specialist” 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

  • 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.

  • Supervise rehabilitation counselors and staff.

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

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

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

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

  • 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.

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

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

  • Develop diagnostic procedures to determine clients' needs.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles