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Automation Risk Analysis

Will “Public Welfare Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #8 of 702. Estimated risk: 0.4%

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AI Exposure Risk

51%

“Public Welfare 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%

“Public Welfare 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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

  • Advocate for clients or patients to resolve crises.

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

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

Technologies & Software

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