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Automation Risk Analysis

Will “Case Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #8 of 702. Estimated risk: 0.4%

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AI Exposure Risk

51%

“Case Worker” 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

25%

“Case Worker” 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 25% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Healthcare Social Workers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Provide individuals, families, and groups with the psychosocial support needed to cope with chronic, acute, or terminal illnesses. Services include advising family caregivers. Provide patients with information and counseling, and make referrals for other services. May also provide case and care management or interventions designed to promote health, prevent disease, and address barriers to access to healthcare.

Avg. Annual Salary $72,030
Avg. Hourly Wage $34.63
Available Jobs (US) 185,940
Job Title & Hierarchy Code (SOC) Healthcare Social Workers #21-1022
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Healthcare Social Workers”

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Core Skills & Abilities

  • Supervise and direct other workers providing services to clients or patients.

  • Develop or advise on social policy and assist in community development.

  • Utilize consultation data and social work experience to plan and coordinate client or patient care and rehabilitation, following through to ensure service efficacy.

  • Investigate child abuse or neglect cases and take authorized protective action when necessary.

  • Plan discharge from care facility to home or other care facility.

  • Counsel clients and patients in individual and group sessions to help them overcome dependencies, recover from illness, and adjust to life.

  • Plan and conduct programs to combat social problems, prevent substance abuse, or improve community health and counseling services.

  • Modify treatment plans to comply with changes in clients' status.

  • Refer patient, client, or family to community resources to assist in recovery from mental or physical illness and to provide access to services such as financial assistance, legal aid, housing, job placement or education.

  • Educate clients about end-of-life symptoms and options to assist them in making informed decisions.

  • Oversee Medicaid- and Medicare-related paperwork and recordkeeping in hospitals.

  • Collaborate with other professionals to evaluate patients' medical or physical condition and to assess client needs.

  • Identify environmental impediments to client or patient progress through interviews and review of patient records.

  • Organize support groups or counsel family members to assist them in understanding, dealing with, and supporting the client or patient.

  • Advocate for clients or patients to resolve crises.

  • Conduct social research to advance knowledge in the social work field.

  • Monitor, evaluate, and record client progress according to measurable goals described in treatment and care plan.

Technologies & Software

  • Gemini (Google)
  • Medical procedure coding software
  • Google Meet
  • Microsoft Teams
  • Qwen (Alibaba)
  • Llama (Meta)
  • Web page design and editing software
  • MEDITECH software
  • Mistral (Mistral AI)
  • ChatGPT (OpenAI)
  • Patient electronic medical record EMR software
  • Microsoft Excel
  • Database software
  • Word processing software
  • Social Work Software ClientTouch
  • James Frazier Associates DataStart
  • Gemini for Workspace
  • Woebot (AI Mental Health)
  • Relational database software
  • Adobe PageMaker
  • Social Solutions ETO
  • Command Systems ComServe
  • Microsoft Word
  • Spreadsheet software
  • Healthcare common procedure coding system HCPCS
  • Calendar software
  • Grok (xAI)
  • Corel WordPerfect Office Suite
  • Medical records software
  • Automated clinical information systems
  • Claude (Anthropic)
  • Web browser software
  • Limbic AI
  • Kimi (Moonshot AI)
  • Microsoft Publisher
  • Zoom
  • Information presentation software
  • Intrado SchoolMessenger
  • Nova (Amazon)
  • Microsoft Office software
  • Microsoft PowerPoint
  • Microsoft Copilot
  • DeepSeek
  • Email software
  • Notebook computers
  • Personal computers
  • Desktop computers