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Automation Risk Analysis

Will “Group Home Counselor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #4 of 702. Estimated risk: 0.3%

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AI Exposure Risk

53%

“Group Home Counselor” 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

23%

“Group Home Counselor” 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 23% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Mental Health and Substance Abuse Social Workers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assess and treat individuals with mental, emotional, or substance abuse problems, including abuse of alcohol, tobacco, and/or other drugs. Activities may include individual and group therapy, crisis intervention, case management, client advocacy, prevention, and education.

Avg. Annual Salary $68,290
Avg. Hourly Wage $32.83
Available Jobs (US) 125,910
Job Title & Hierarchy Code (SOC) Mental Health and Substance Abuse Social Workers #21-1023
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Mental Health and Substance Abuse Social Workers”

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Core Skills & Abilities

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

  • Interview clients, review records, conduct assessments, or confer with other professionals to evaluate the mental or physical condition of clients or patients.

  • Assist clients in adhering to treatment plans, such as setting up appointments, arranging for transportation to appointments, or providing support.

  • Modify treatment plans according to changes in client status.

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

  • Monitor, evaluate, and record client progress with respect to treatment goals.

  • Collaborate with counselors, physicians, or nurses to plan or coordinate treatment, drawing on social work experience and patient needs.

  • Counsel clients in individual or group sessions to assist them in dealing with substance abuse, mental or physical illness, poverty, unemployment, or physical abuse.

  • Educate clients or community members about mental or physical illness, abuse, medication, or available community resources.

  • Supervise or direct other workers who provide services to clients or patients.

  • Refer patient, client, or family to community resources for housing or treatment to assist in recovery from mental or physical illness, following through to ensure service efficacy.

  • Counsel or aid family members to assist them in understanding, dealing with, or supporting the client or patient.

  • Increase social work knowledge by reviewing current literature, conducting social research, or attending seminars, training workshops, or classes.

Technologies & Software

  • Woebot (AI Mental Health)
  • Limbic AI
  • Email software
  • Scheduling software
  • Microsoft Word
  • Client records software
  • Web browser software
  • Adobe Acrobat
  • Gemini (Google)
  • Database software
  • James Frazier Associates DataStart
  • Microsoft Excel
  • Qwen (Alibaba)
  • Social Work Software ClientTouch
  • Social Solutions ETO
  • Information presentation software
  • Llama (Meta)
  • Microsoft Outlook
  • Microsoft Office software
  • Microsoft SharePoint
  • Nova (Amazon)
  • Patient electronic medical record EMR software
  • Adobe PageMaker
  • Microsoft Publisher
  • Gemini for Workspace
  • Claude (Anthropic)
  • ChatGPT (OpenAI)
  • Grok (xAI)
  • Word processing software
  • Kimi (Moonshot AI)
  • Spreadsheet software
  • Microsoft Copilot
  • DeepSeek
  • Medical condition coding software
  • Netscape Navigator
  • Mistral (Mistral AI)
  • Microsoft Internet Explorer
  • Corel WordPerfect Office Suite
  • Medical procedure coding software
  • Microsoft PowerPoint
  • Personal computers
  • Notebook computers
  • Desktop computers

Alternative Job Titles