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JOB REPORT / 21-1021 · 21 TASKS

Child, Family, and School Social Workers.

Can AI do the work of Child, Family, and School Social Workers?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

Drag the dot. There’s no wrong answer; it starts at our estimate.

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The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Maintain case history records and prepare reports
  • Refer clients to community resources for services
  • Determine clients' eligibility for financial assistance

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A guided certificate program in AI-assisted Child, Family, and School Social Workers work. It covers the 20 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

20 of 21 tasks reviewed

This job has 21 core tasks. We went through 20 of them, one at a time.

Task by task, from the work Child, Family, and School Social Workers actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

    Maintain case history records and prepare reports.

    AI DOES

    Drafts reports, suggests formatting, and pulls key details from case notes

    YOU DO

    Review every detail for accuracy and protect client privacy

  2. TASK 02

    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.

    AI DOES

    Searches local resource databases, drafts referral letters, and compiles step-by-step application instructions

    YOU DO

    Match each client's unique barriers, relationships, and readiness to the right resource at the right time

  3. TASK 03

    Determine clients' eligibility for financial assistance.

    AI DOES

    Checks eligibility rules, flags missing documents, and calculates income thresholds instantly

    YOU DO

    Listen to the client's full story and apply judgment when rules don't fit the situation

  4. TASK 04

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

    AI DOES

    Drafts service plan templates, summarizes case notes, and flags missing follow-up items

    YOU DO

    Read the room — notice body language, build trust, and make judgment calls about what a family truly needs

  5. TASK 05

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

    AI DOES

    Drafts records requests, summarizes documents, and organizes collected information into clear formats

    YOU DO

    Decide which records matter most and build the relationships that get people to share openly

  6. TASK 06

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

    AI DOES

    Researches policy options, drafts proposals, and summarizes community data

    YOU DO

    Build relationships, negotiate in meetings, and advocate with real community members

  7. TASK 07

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

    AI DOES

    Suggests diagnostic frameworks, pulls relevant resources, and drafts care plans

    YOU DO

    Build trust with the student and make judgment calls about their safety and needs

  8. TASK 08

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

    AI DOES

    Drafts case summaries, organizes documentation, and flags relevant laws or precedents

    YOU DO

    Show up in person, testify credibly, and build trust with judges and families

  9. TASK 09

    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.

    AI DOES

    Searches databases for local services, summarizes options, and drafts referral documents

    YOU DO

    Build trust with families and judge which services fit each person's real situation

  10. TASK 10

    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.

    AI DOES

    Suggests resources, drafts session notes, and flags relevant research or intervention options

    YOU DO

    Show up with empathy, build real trust, and read the full human in front of you

  11. TASK 11

    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.

    AI DOES

    Drafts referral letters, summarizes case notes, and flags relevant resources or agency contacts

    YOU DO

    Build trust with families, read emotional situations, and make judgment calls that protect children

  12. TASK 12

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

    AI DOES

    Summarizes research on behavioral causes and suggests proven intervention strategies

    YOU DO

    Build real trust with parents, teachers, and kids through face-to-face conversation

  13. TASK 13

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

    AI DOES

    Suggests which tests may be appropriate based on symptoms and helps draft referral notes

    YOU DO

    Build trust with families and navigate real provider relationships to get tests scheduled

  14. TASK 14

    Supervise other social workers.

    AI DOES

    Helps track caseloads, flags patterns in documentation, and drafts feedback notes

    YOU DO

    Build trust, read body language, and make judgment calls about a worker's growth

  15. TASK 15

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

    AI DOES

    Suggests session plans, discussion prompts, and coping exercises

    YOU DO

    Be physically present and guide real people through emotional moments

  16. TASK 16

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

    AI DOES

    Suggests interview questions, summarizes notes, and flags patterns in case history

    YOU DO

    Build real trust and read the room during live conversations with vulnerable people

  17. TASK 17

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

    AI DOES

    Helps organize checklists, flag missing documents, and summarize background information

    YOU DO

    Visit the home in person and trust your gut about safety and family fit

  18. TASK 18

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

    AI DOES

    Helps prepare interview questions, summarizes case notes, and flags risk factors from records

    YOU DO

    Read the room, build real trust, and make judgment calls about child safety

  19. TASK 19

    Recommend temporary foster care and advise foster or adoptive parents.

    AI DOES

    Pulls together background info, explains foster care rules, or drafts resource lists

    YOU DO

    Build trust with families and make judgment calls about child safety in real situations

  20. TASK 20SOURCE-BACKED TASK

    Conduct social research.

    AI DOES

    Processes surveys and finds patterns in data

    YOU DO

    Design studies and interpret what patterns mean

    About this analysis

    0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

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Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.

Task collaboration data is from the Anthropic Economic Index, release 2025-03-27, used under the CC BY 4.0 license. Anthropic has not reviewed or endorsed this page.

How we describe AI use in each task is our own characterization, not a measurement of whether AI can replace this job. Microsoft note that their metrics "should not be misconstrued or misrepresented as measuring the ability of AI to replace jobs," and that there is more to an occupation than the sum of its tasks.

Can AI do the work of Child, Family, and School Social Workers? — rtwoai