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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

  • Develop diagnostic procedures to determine clients' needs.

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

  • Supervise rehabilitation counselors and staff.

  • 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.

  • 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.

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles