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Automation Risk Analysis

Will “Vocational Services Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #47 of 702. Estimated risk: 0.9%

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AI Exposure Risk

53%

“Vocational Services 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%

“Vocational Services 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.

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

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

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

  • 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.

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

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

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

  • 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.

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

  • Supervise rehabilitation counselors and staff.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles