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

“Counsel clients in individual or group sessions to assist them in dealing with substance abuse, mental or physical illness, poverty, unemployment, or physical abuse.” is a core task performed by Mental Health and Substance Abuse Social Workers. Among the occupation's 13 rated tasks, workers place it 13th by importance (#1 most important). About 97% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Counsel others about personal matters. in Providing Consultation and Advice to Others

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E0. No direct exposure — current language models give little or no time savings on this task.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.00. Automation potential label: T1.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 95% of interactions still needed a human in the loop

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Other tasks in this occupation

• Collaborate with counselors, physicians, or nurses to plan or coordinate treatment, drawing on social work experience and patient needs. · importance 4.4
• Monitor, evaluate, and record client progress with respect to treatment goals. · importance 4.4
• Interview clients, review records, conduct assessments, or confer with other professionals to evaluate the mental or physical condition of clients or patients. · importance 4.3
• Supervise or direct other workers who provide services to clients or patients. · importance 4.2
• Modify treatment plans according to changes in client status. · importance 4.2
• Assist clients in adhering to treatment plans, such as setting up appointments, arranging for transportation to appointments, or providing support. · importance 4.0
• Educate clients or community members about mental or physical illness, abuse, medication, or available community resources. · importance 4.0
• Counsel or aid family members to assist them in understanding, dealing with, or supporting the client or patient. · importance 3.9
• Increase social work knowledge by reviewing current literature, conducting social research, or attending seminars, training workshops, or classes. · importance 3.7
• 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. · importance 3.7
• Plan or conduct programs to prevent substance abuse, combat social problems, or improve health or counseling services in community. · importance 3.6
• Develop or advise on social policy or assist in community development. · importance 2.9

See all tasks on the Mental Health and Substance Abuse Social Workers page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-273,
  title  = {Counsel clients in individual or group sessions to assist them in dealing with substance abuse, mental or physical illness, poverty, unemployment, or physical abuse.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-273}
}