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JOB REPORT / 21-1022 · 17 TASKS

Healthcare Social Workers.

Can AI do the work of Healthcare 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?

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The mark shows what’s typical for this job.

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

  • Oversee Medicaid- and Medicare-related paperwork and recordkeeping in hospitals
  • Monitor, evaluate, and record client progress according to measurable…
  • Refer patient, client, or family to community resources…

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A guided certificate program in AI-assisted Healthcare Social Workers work. It covers the 16 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

16 of 17 tasks reviewed

This job has 17 core tasks. We went through 16 of them, one at a time.

Task by task, from the work Healthcare 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

    Oversee Medicaid- and Medicare-related paperwork and recordkeeping in hospitals.

    AI DOES

    Drafts forms, flags missing fields, and organizes records automatically

    YOU DO

    Verify patient-specific details and catch errors AI might miss

  2. TASK 02

    Monitor, evaluate, and record client progress according to measurable goals described in treatment and care plan.

    AI DOES

    Drafts progress notes, tracks goal completion rates, and surfaces patterns across recorded data

    YOU DO

    Observe real behavior, read emotional cues, and decide what progress truly means for each person

  3. TASK 03

    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.

    AI DOES

    Searches local resource databases, matches needs to available services, and drafts referral documents

    YOU DO

    Listen to the full story, build trust, and judge which referral fits this person's real life right now

  4. TASK 04

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

    AI DOES

    Drafts program plans, summarizes research, and suggests evidence-based interventions

    YOU DO

    Build real relationships, read community needs, and adapt programs on the ground

  5. TASK 05

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

    AI DOES

    Summarizes consultation notes, flags gaps in care plans, and suggests community resources

    YOU DO

    Use lived experience and personal relationships to make care decisions that fit each unique person

  6. TASK 06

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

    AI DOES

    Drafts plain-language guides, answers factual questions about hospice and palliative options, and summarizes medical terms

    YOU DO

    Read the client's emotional state and tailor the conversation with compassion and cultural sensitivity in the moment

  7. TASK 07

    Identify environmental impediments to client or patient progress through interviews and review of patient records.

    AI DOES

    Scans patient records and highlights possible red flags or patterns in notes

    YOU DO

    Conduct the interview and read the room to catch what records miss

  8. TASK 08

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

    AI DOES

    Suggests discharge checklists, drafts referral letters, and pulls up local care facility options

    YOU DO

    Build trust with the patient and family, weigh emotional and safety factors, and coordinate across live care teams

  9. TASK 09

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

    AI DOES

    Drafts policy briefs, summarizes research, and finds community data

    YOU DO

    Build trust with community members and turn lived experience into real change

  10. TASK 10

    Collaborate with other professionals to evaluate patients' medical or physical condition and to assess client needs.

    AI DOES

    Summarizes patient records, flags key health data, and drafts assessment notes

    YOU DO

    Lead the actual team conversation and read the room in real time

  11. TASK 11

    Advocate for clients or patients to resolve crises.

    AI DOES

    Finds resources, drafts referral letters, and summarizes case history fast

    YOU DO

    Build trust and read the room during a live crisis

  12. TASK 12

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

    AI DOES

    Suggests updated plan language, pulls relevant policy changes, and drafts documentation

    YOU DO

    Assess the whole person, apply clinical judgment, and take legal responsibility for the plan

  13. TASK 13

    Organize support groups or counsel family members to assist them in understanding, dealing with, and supporting the client or patient.

    AI DOES

    Drafts resource guides, suggests group topics, and helps schedule sessions

    YOU DO

    Show up with empathy and read the room in real emotional moments

  14. TASK 14

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

    AI DOES

    Helps track caseloads, flags workload imbalances, and drafts supervision notes or schedules

    YOU DO

    Read your team's stress, coach through hard cases, and build the trust that makes supervision work

  15. TASK 15SOURCE-BACKED TASK

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

    AI DOES

    Suggests techniques and tracks progress patterns

    YOU DO

    Build trust and guide real healing

    About this analysis

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

  16. TASK 16SOURCE-BACKED TASK

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

    AI DOES

    Analyzes patterns in large datasets and surveys

    YOU DO

    Design meaningful studies and interpret findings

    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 Healthcare Social Workers? — rtwoai