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Automation Risk Analysis

Will “Employment Case Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #47 of 702. Estimated risk: 0.9%

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AI Exposure Risk

53%

“Employment Case Manager” 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%

“Employment Case Manager” 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

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

  • 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.

  • 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.

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

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

  • 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.

  • Supervise rehabilitation counselors and staff.

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

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

  • 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.

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

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

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

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

  • Develop diagnostic procedures to determine clients' needs.

Technologies & Software

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

Alternative Job Titles