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How a child / family / school social worker can use AI, task by task

O*NET 21-1021.00: Child, Family, and School Social WorkersMedian pay $59,550/year (BLS, May 2025)21 tasksJob Zone 4: Considerable preparation

Provide social services and assistance to improve the social and psychological functioning of children and their families and to maximize the family well-being and the academic functioning of children. May assist parents, arrange adoptions, and find foster homes for abandoned or abused children. In schools, they address such problems as teenage pregnancy, misbehavior, and truancy. May also advise teachers.

Type your own title and every prompt on this page updates to match. Also called: Adoption Social Worker, Case Manager, Case Worker, Child Protective Services Social Worker (CPS Social Worker), Family Protection Specialist, Family Resource Coordinator, Family Service Worker, Foster Care Social Worker, School Social Worker, Youth Services Specialist.

Where AI fits in this job

AI-ready 0%AI-assist 67%Stays human 33%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 0 AI-ready, 14 AI-assist and 7 human-led tasks out of 21. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🔒 Many of these tasks involve people's information. Remove names and identifying details before using AI, or use only a tool your employer has approved.

AI can draft these 0

AI produces a usable first pass. You review it, fix it and own it.

None of this job's tasks are here.

AI can help you prep these 14

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Maintain case history records and prepare reports.

Daily

AI drafts the structure and wording; the specifics and sign-off are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 52% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a child / family / school social worker. Part of my job is to maintain case history records and prepare reports.

Context: We use Patient electronic medical record EMR software and Microsoft Word.
Session or contact: [type, date, no names]
What happened: [rough notes]

Draft a structured case note (e.g. situation, assessment, plan) in neutral, factual language. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Case note

Step 1Pick a real example: the next time you maintain case history records (today).
Step 2Fill in [Session or contact] and [What happened] with the real details, then run the prompt.
Step 3Check it says only what you observed, and store it only in your approved system.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.6/5 · core task · O*NET work activity: Maintain client records.. Also involves: Write reports or evaluations..

Interview clients individually, in families, or in groups, assessing their situations, capabilities, and problems to determine what services are required to meet their needs.

Weekly

AI helps you prepare questions; the listening is yours.

Show prompt & steps

Use AI to prepare better questions and to organize your notes afterward. Listening to the person in front of you is yours.

Ready-to-use prompt

I work as a child / family / school social worker. Part of my job is to interview clients individually, in families, or in groups, assessing their situations, capabilities, and problems to determine what services are required to meet their needs.

Context: The work draws on therapy and counseling, psychology and sociology and anthropology.
Client type: [counseling, employment, education]
Goal of the session: [intake, review, follow-up]

Write open questions, follow-ups, and a progress notes template. Order the questions sensibly, add follow-ups for vague answers, and give me a note-taking template.

10-minute exercise: Client progress interview

Step 1Pick a real example: the next time you interview clients individually (this week). Leave out names and identifying details.
Step 2Fill in [Client type] and [Goal of the session] with the real details, then run the prompt.
Step 3Use the notes template and adapt it after.

Don't record people or paste their answers into AI without consent and your employer's approval.

Importance 4.5/5 · core task · O*NET work activity: Interview clients to gather information about their backgrounds, needs, or progress..

Refer clients to community resources for services, such as job placement, debt counseling, legal aid, housing, medical treatment, or financial assistance, and provide concrete information, such as where to go and how to apply.

Weekly

AI builds you an answer bank; exceptions and the human touch are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 75% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a child / family / school social worker. Part of my job is to refer clients to community resources for services, such as job placement, debt counseling, legal aid, housing, medical treatment, or financial assistance, and provide concrete information, such as where to go and how to apply.

Context: We use Patient electronic medical record EMR software; the work draws on therapy and counseling, psychology and sociology and anthropology.
Needs: [housing, food, debt, other]
Resources: [list]

Write clear referral information and next steps. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Community resource referrals

Step 1Pick a real example: the next time you refer clients (this week). Leave out names and identifying details.
Step 2Fill in [Needs] and [Resources] with the real details, then run the prompt.
Step 3Call to confirm services are still running. Confirm the rules against the current official source.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.0/5 · core task · O*NET work activity: Refer clients to community or social service programs.. Also involves: Help clients get needed services or resources.; Refer individuals to educational or work programs..

Consult with parents, teachers, and other school personnel to determine causes of problems, such as truancy and misbehavior, and to implement solutions.

Weekly

AI helps you prepare questions; the listening is yours.

Show prompt & steps

Use AI to prepare better questions and to organize your notes afterward. Listening to the person in front of you is yours.

Ready-to-use prompt

I work as a child / family / school social worker. Part of my job is to consult with parents, teachers, and other school personnel to determine causes of problems, such as truancy and misbehavior, and to implement solutions.

Context: The work draws on therapy and counseling, psychology and sociology and anthropology.
Client situation: [general, no names]
Concerns: [barriers, safety]

Write assessment questions and signs to watch. Order the questions sensibly, add follow-ups for vague answers, and give me a note-taking template.

10-minute exercise: Assess a client's environment

Step 1Pick a real example: the next time you consult with parents and teachers (this week). Leave out names and identifying details.
Step 2Fill in [Client situation] and [Concerns] with the real details, then run the prompt.
Step 3Use one question at your next session.

Don't record people or paste their answers into AI without consent and your employer's approval.

Importance 4.2/5 · core task · O*NET work activity: Evaluate potential problems in home or work environments of clients.. Also involves: Confer with family members to discuss client treatment plans or progress.; Collaborate with other professionals to assess client needs or plan treatments..

Counsel students whose behavior, school progress, or mental or physical impairment indicate a need for assistance, diagnosing students' problems and arranging for needed services.

Daily

AI builds you an answer bank; exceptions and the human touch are yours.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a child / family / school social worker. Part of my job is to counsel students whose behavior, school progress, or mental or physical impairment indicate a need for assistance, diagnosing students' problems and arranging for needed services.

Context: We use Patient electronic medical record EMR software; the work draws on therapy and counseling, psychology and sociology and anthropology.
Service needed: [evaluation, coaching, device]
Process: [how it's arranged]

Write step-by-step guidance for clients and a checklist for me. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Arranging services

Step 1Pick a real example: the next time you counsel students whose behavior, school progress and mental (today). Leave out names and identifying details.
Step 2Fill in [Service needed] and [Process] with the real details, then run the prompt.
Step 3Save the answers you'd actually use and tweak each one the first time you send it.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 4.4/5 · O*NET work activity: Arrange physical or mental health services for clients.. Also involves: Counsel clients regarding educational or vocational issues..

Provide, find, or arrange for support services, such as child care, homemaker service, prenatal care, substance abuse treatment, job training, counseling, or parenting classes to prevent more serious problems from developing.

Weekly

AI builds you an answer bank; exceptions and the human touch are yours.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a child / family / school social worker. Part of my job is to provide, find, or arrange for support services, such as child care, homemaker service, prenatal care, substance abuse treatment, job training, counseling, or parenting classes to prevent more serious problems from developing.

Context: We use Patient electronic medical record EMR software and EasyCBM; the work draws on therapy and counseling, psychology and sociology and anthropology.
Client needs: [legal, financial, counseling]
Local resources: [list what you know]

Write plain explanations of how to get each kind of help. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Resource guide

Step 1Pick a real example: the next time you provide, find, or arrange for support services (this week). Leave out names and identifying details.
Step 2Fill in [Client needs] and [Local resources] with the real details, then run the prompt.
Step 3Save the answers you'd actually use and tweak each one the first time you send it.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 4.0/5 · core task · O*NET work activity: Help clients get needed services or resources..

Collect supplementary information needed to assist client, such as employment records, medical records, or school reports.

Weekly

AI helps you prepare questions; the listening is yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 60% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare better questions and to organize your notes afterward. Listening to the person in front of you is yours.

Ready-to-use prompt

I work as a child / family / school social worker. Part of my job is to collect supplementary information needed to assist client, such as employment records, medical records, or school reports.

Context: We use Patient electronic medical record EMR software; the work draws on therapy and counseling, psychology and sociology and anthropology.
Service: [therapy, counseling, assessment]
Information needed: [history, goals, risks]

Write an intake question flow, gentle follow-ups, and how to record answers. Flag questions that need special care.

10-minute exercise: Client intake questions

Step 1Pick a real example: the next time you collect supplementary information to assist client (this week). Leave out names and identifying details.
Step 2Fill in [Service] and [Information needed] with the real details, then run the prompt.
Step 3Try one improved question and note the response.

Don't record people or paste their answers into AI without consent and your employer's approval.

Importance 4.0/5 · core task · O*NET work activity: Collect information about clients..

Arrange for medical, psychiatric, and other tests that may disclose causes of difficulties and indicate remedial measures.

Monthly

AI builds you an answer bank; exceptions and the human touch are yours.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a child / family / school social worker. Part of my job is to arrange for medical, psychiatric, and other tests that may disclose causes of difficulties and indicate remedial measures.

Context: We use Patient electronic medical record EMR software; the work draws on therapy and counseling, psychology and sociology and anthropology.
Service needed: [evaluation, coaching, device]
Process: [how it's arranged]

Write step-by-step guidance for clients and a checklist for me. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Arranging services

Step 1Pick a real example: the next time you arrange for medical and psychiatric.
Step 2Fill in [Service needed] and [Process] with the real details, then run the prompt.
Step 3Save the answers you'd actually use and tweak each one the first time you send it.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 4.2/5 · core task · O*NET work activity: Arrange physical or mental health services for clients..

Address legal issues, such as child abuse and discipline, assisting with hearings and providing testimony to inform custody arrangements.

Monthly

AI helps you prepare clearer wording and likely questions.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a child / family / school social worker. Part of my job is to address legal issues, such as child abuse and discipline, assisting with hearings and providing testimony to inform custody arrangements.

Context: The work draws on therapy and counseling, psychology and sociology and anthropology.
Situation: [noncompliance, case]
Options: [describe]

Write a recommendation with reasons. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Recommending action

Step 1Pick a real example: the next time you address legal issues. Leave out names and identifying details.
Step 2Fill in [Situation] and [Options] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it. Confirm the rules against the current official source.

Rules, prices and policies change. Make sure AI is working from your current official version.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.2/5 · core task · O*NET work activity: Recommend legal actions..

Place children in foster or adoptive homes, institutions, or medical treatment centers.

Monthly

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a child / family / school social worker. Part of my job is to place children in foster or adoptive homes, institutions, or medical treatment centers.

Context: We use Microsoft Excel and Patient electronic medical record EMR software; the work draws on therapy and counseling, psychology and sociology and anthropology.
Client type: [no names, presenting issues]
Goals: [what the client wants]

Draft a treatment plan structure: goals, objectives, interventions, timelines, review points. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Treatment plan draft

Step 1Pick a real example: the next time you place children.
Step 2Fill in [Client type] and [Goals] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 4.7/5 · O*NET work activity: Develop treatment plans for patients or clients..

Evaluate personal characteristics and home conditions of foster home or adoption applicants.

Monthly

AI helps you prepare questions; the listening is yours.

Show prompt & steps

Use AI to prepare better questions and to organize your notes afterward. Listening to the person in front of you is yours.

Ready-to-use prompt

I work as a child / family / school social worker. Part of my job is to evaluate personal characteristics and home conditions of foster home or adoption applicants.

Context: The work draws on therapy and counseling, psychology and sociology and anthropology.
Client situation: [general, no names]
Concerns: [barriers, safety]

Write assessment questions and signs to watch. Order the questions sensibly, add follow-ups for vague answers, and give me a note-taking template.

10-minute exercise: Assess a client's environment

Step 1Pick a real example: the next time you evaluate personal characteristics and home conditions of foster home. Leave out names and identifying details.
Step 2Fill in [Client situation] and [Concerns] with the real details, then run the prompt.
Step 3Use one question at your next session.

Don't record people or paste their answers into AI without consent and your employer's approval.

Importance 4.2/5 · O*NET work activity: Evaluate potential problems in home or work environments of clients.. Also involves: Evaluate characteristics of individuals to determine needs or eligibility..

Serve on policy-making committees, assist in community development, and assist client groups by lobbying for solutions to problems.

Monthly

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a child / family / school social worker. Part of my job is to serve on policy-making committees, assist in community development, and assist client groups by lobbying for solutions to problems.

Context: We use EasyCBM and Microsoft PowerPoint; the work draws on therapy and counseling, psychology and sociology and anthropology.
Program: [education, assistance]
Partners: [teachers, agencies]

Plan a collaborative development process and outline. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Joint program development

Step 1Pick a real example: the next time you serve on policy-making committees. Leave out names and identifying details.
Step 2Fill in [Program] and [Partners] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 3.7/5 · O*NET work activity: Collaborate with other professionals to develop education or assistance programs.. Also involves: Advocate for individual or community needs..

Determine clients' eligibility for financial assistance.

Monthly

AI helps you prepare questions; the listening is yours.

Show prompt & steps

Use AI to prepare better questions and to organize your notes afterward. Listening to the person in front of you is yours.

Ready-to-use prompt

I work as a child / family / school social worker. Part of my job is to determine clients' eligibility for financial assistance.

Context: The work draws on therapy and counseling, psychology and sociology and anthropology.
Program or service: [housing, counseling, benefits, placement]
Criteria: [paste eligibility rules or assessment areas]

Write an assessment conversation: questions mapped to each criterion, documents to request, and a scoring or notes template. Flag questions that need sensitivity.

10-minute exercise: Eligibility or needs assessment

Step 1Pick a real example: the next time you determine clients' eligibility. Leave out names and identifying details.
Step 2Fill in [Program or service] and [Criteria] with the real details, then run the prompt.
Step 3Use the question map in your next assessment and check every eligibility decision against the official rules.

Don't record people or paste their answers into AI without consent and your employer's approval.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.4/5 · O*NET work activity: Evaluate characteristics of individuals to determine needs or eligibility..

Conduct social research.

Monthly

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a child / family / school social worker. Part of my job is to conduct social research.

Context: The work draws on therapy and counseling, psychology and sociology and anthropology.
Issue: [describe]
Why I need it: [policy, program, decision]

Give me key facts, competing views, data sources to verify, and research questions worth pursuing. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Social issue brief

Step 1Pick a real example: the next time you conduct social research.
Step 2Fill in [Issue] and [Why I need it] with the real details, then run the prompt.
Step 3Check the key facts in an official data source.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 4.2/5 · O*NET work activity: Conduct research on social issues..

These stay human 7

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: every day · Contact with others: constant contact with others · Dealing with the public: very important · Frequency of decisions: once a week or more but not every day

Develop and review service plans in consultation with clients and perform follow-ups assessing the quantity and quality of services provided.

Weekly

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a child / family / school social worker. Part of my job is to develop and review service plans in consultation with clients and perform follow-ups assessing the quantity and quality of services provided.

Context: The work draws on therapy and counseling, psychology and sociology and anthropology.
Situation: [progress, plan changes; no names]
Goals: [what you want to agree]

Prepare openings, collaborative questions and how to handle disagreement. Then play the client. Suggest ways to open, phrases to avoid, and how to handle it if things get tense. Then play the other person so I can practice.

10-minute exercise: Progress conversation with a client

Step 1Pick a real example: the next time you develop and review service plans in consultation with clients and perform (this week). Leave out names and identifying details.
Step 2Fill in [Situation] and [Goals] with the real details, then run the prompt.
Step 3After the session, note what helped the client engage.

Importance 4.3/5 · core task · O*NET work activity: Confer with clients to discuss treatment plans or progress.. Also involves: Evaluate the effectiveness of counseling or educational programs..

Counsel individuals, groups, families, or communities regarding issues including mental health, poverty, unemployment, substance abuse, physical abuse, rehabilitation, social adjustment, child care, or medical care.

Weekly

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a child / family / school social worker. Part of my job is to counsel individuals, groups, families, or communities regarding issues including mental health, poverty, unemployment, substance abuse, physical abuse, rehabilitation, social adjustment, child care, or medical care.

Context: The work draws on therapy and counseling, psychology and sociology and anthropology.
Topic: [mental health, general health]
Audience: [individuals, groups]

Help me prepare: the 3 points that matter most for them, plain-language wording, the questions they're likely to ask, and what I should not advise on without more information. Then play them so I can practice.

10-minute exercise: Community health counseling

Step 1Pick a real example: the next time you counsel individuals, groups and families (this week). Leave out names and identifying details.
Step 2Fill in [Topic] and [Audience] with the real details, then run the prompt.
Step 3Refer when issues are beyond your scope.

📊 People already use AI around this task (Anthropic Economic Index, Apr 2026 to May 2026). The task itself stays human-led.

Importance 4.0/5 · core task · O*NET work activity: Advise clients or community groups on health issues.. Also involves: Counsel clients or patients with substance abuse issues.; Counsel clients regarding interpersonal issues..

Serve as liaisons between students, homes, schools, family services, child guidance clinics, courts, protective services, doctors, and other contacts to help children who face problems, such as disabilities, abuse, or poverty.

Weekly

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a child / family / school social worker. Part of my job is to serve as liaisons between students, homes, schools, family services, child guidance clinics, courts, protective services, doctors, and other contacts to help children who face problems, such as disabilities, abuse, or poverty.

Context: The work draws on therapy and counseling, psychology and sociology and anthropology.
Who I'm advocating for: [client, student, community]
Need: [describe]
Who I'm talking to: [staff, school, agency]

Prepare key points, the ask, and responses to pushback. Then play the other side. Suggest ways to open, phrases to avoid, and how to handle it if things get tense. Then play the other person so I can practice.

10-minute exercise: Advocacy conversation

Step 1Pick a real example: the next time you serve as liaisons between students, homes, schools, family (this week). Leave out names and identifying details.
Step 2Fill in [Who I'm advocating for], [Need] and [Who I'm talking to] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it. Confirm the rules against the current official source.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.4/5 · core task · O*NET work activity: Advocate for individual or community needs..

Counsel parents with child rearing problems, interviewing the child and family to determine whether further action is required.

Weekly

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a child / family / school social worker. Part of my job is to counsel parents with child rearing problems, interviewing the child and family to determine whether further action is required.

Context: The work draws on therapy and counseling, psychology and sociology and anthropology.
Issue: [relationship, parenting]
Session goal: [describe]

Prepare questions and interventions. Then play the client. Suggest ways to open, phrases to avoid, and how to handle it if things get tense. Then play the other person so I can practice.

10-minute exercise: Relationship counseling prep

Step 1Pick a real example: the next time you counsel parents (this week). Leave out names and identifying details.
Step 2Fill in [Issue] and [Session goal] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it.

Importance 4.2/5 · core task · O*NET work activity: Counsel clients regarding interpersonal issues.. Also involves: Interview clients to gather information about their backgrounds, needs, or progress..

Supervise other social workers.

Daily

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a child / family / school social worker. Part of my job is to supervise other social workers.

Context: The work draws on therapy and counseling, psychology and sociology and anthropology.
Supervisees: [interns, counselors]
Case themes: [describe, no client details]

Plan a supervision session: reflective questions, feedback and goals. Give me the key message in 2 sentences, how people might react, and how to respond to each.

10-minute exercise: Clinical supervision

Step 1Pick a real example: the next time you supervise other social workers (today).
Step 2Fill in [Supervisees] and [Case themes] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 4.0/5 · O*NET work activity: Supervise workers providing client or patient services..

Lead group counseling sessions that provide support in such areas as grief, stress, or chemical dependency.

Monthly

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a child / family / school social worker. Part of my job is to lead group counseling sessions that provide support in such areas as grief, stress, or chemical dependency.

Context: The work draws on therapy and counseling, psychology and sociology and anthropology.
Session: [individual, group, family]
Focus: [motivation, relapse prevention]

Prepare motivational-interviewing questions and reflections. Then play the client. Suggest ways to open, phrases to avoid, and how to handle it if things get tense. Then play the other person so I can practice.

10-minute exercise: Substance use counseling prep

Step 1Pick a real example: the next time you lead group counseling sessions.
Step 2Fill in [Session] and [Focus] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 3.8/5 · O*NET work activity: Counsel clients or patients with substance abuse issues.. Also involves: Counsel clients or patients regarding personal issues..

Recommend temporary foster care and advise foster or adoptive parents.

Monthly

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a child / family / school social worker. Part of my job is to recommend temporary foster care and advise foster or adoptive parents.

Context: The work draws on therapy and counseling, psychology and sociology and anthropology.
Topic: [describe]
Who: [physicians, officials]

Help me prepare: the 3 points that matter most for them, plain-language wording, the questions they're likely to ask, and what I should not advise on without more information. Then play them so I can practice.

10-minute exercise: Health consultation

Step 1Pick a real example: the next time you recommend temporary foster care.
Step 2Fill in [Topic] and [Who] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it.

Importance 4.5/5 · O*NET work activity: Advise others on healthcare matters.. Also involves: Counsel family members of clients or patients..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Speakingimportance 4.5/5
    Used in: Providing Consultation and Advice to Others
  • Social Perceptivenessimportance 4.1/5
    Used in: Providing Consultation and Advice to Others
  • Critical Thinkingimportance 4.1/5
    Used in: Providing Consultation and Advice to Others
  • Writingimportance 3.8/5
    Used in: Providing Consultation and Advice to Others

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Active Listeningimportance 4.9/5
    Used in: Assisting and Caring for Others
  • Monitoringimportance 3.9/5
    Used in: Assisting and Caring for Others
  • Reading Comprehensionimportance 4.0/5
    Used in: Getting Information
  • Service Orientationimportance 4.0/5
    Used in: Assisting and Caring for Others

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

Getting into this job

Bachelor's degree is most common (69% of workers)

  • Associate's 6%
  • Bachelor's 69%
  • Graduate degree 26%
  • On-the-job training: 3–6 months
  • Related experience: 1–2 years

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Microsoft AccessMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft Word