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Automation Risk Analysis

Will “Oncology Social Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #8 of 702. Estimated risk: 0.4%

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AI Exposure Risk

51%

“Oncology Social 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%

“Oncology Social 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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

Technologies & Software

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