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Community & Social Services · Updated Aug 2026

Healthcare Social Workers

Provide individuals, families, and groups with the psychosocial support needed to cope with chronic, acute, or terminal illnesses. Services include advising family caregivers. Provide patients with information and counseling, and make referrals for other services. May also provide case and care management or interventions designed to promote health, prevent disease, and address barriers to access to healthcare.

JVS 2.0.0-phase4b
AI Exposure
57/100
Moderate

How much of this occupation’s work can be materially affected by current AI systems.

Replacement Risk
53/100
Moderate

How likely exposure is to translate into reduced human demand.

Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured

Evidence quality
Confidence82/100
Task coverage86%

Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.

Task-level evidence

What is driving the score?

Occupation scores are built from the task mix—not a single prediction about a job title.

JVS 2.0.0-phase4b
TaskImportanceAI impactExposure
Collaborate with other professionals to evaluate patients' medical or physical condition and to assess client needs.High
57
Monitor, evaluate, and record client progress according to measurable goals described in treatment and care plan.High
58
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.High
55
Utilize consultation data and social work experience to plan and coordinate client or patient care and rehabilitation, following through to ensure service efficacy.High
56
Plan discharge from care facility to home or other care facility.High
69
Modify treatment plans to comply with changes in clients' status.High
61
Educate clients about end-of-life symptoms and options to assist them in making informed decisions.High
55
Identify environmental impediments to client or patient progress through interviews and review of patient records.High
49
Supervise and direct other workers providing services to clients or patients.Medium
60
Oversee Medicaid- and Medicare-related paperwork and recordkeeping in hospitals.Medium
71
Counsel clients and patients in individual and group sessions to help them overcome dependencies, recover from illness, and adjust to life.High
42
Organize support groups or counsel family members to assist them in understanding, dealing with, and supporting the client or patient.High
48
Investigate child abuse or neglect cases and take authorized protective action when necessary.High
71
Most exposed

Where AI can do more

Routine, digitized, and highly repeatable tasks face the greatest pressure.

  1. Oversee Medicaid- and Medicare-related paperwork and recordkeeping in hospitals.71
  2. Investigate child abuse or neglect cases and take authorized protective action when necessary.71
  3. Plan discharge from care facility to home or other care facility.69
  4. Modify treatment plans to comply with changes in clients' status.61
Hardest to automate

Where people still matter

These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.

  1. Monitor, evaluate, and record client progress according to measurable goals described in treatment and care plan.01
  2. Plan discharge from care facility to home or other care facility.02
  3. Modify treatment plans to comply with changes in clients' status.03
  4. Educate clients about end-of-life symptoms and options to assist them in making informed decisions.04
  5. Oversee Medicaid- and Medicare-related paperwork and recordkeeping in hospitals.05
Where else this work leads

Related occupations

Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.

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Beyond AI capability

Adoption and labour-market outlook

Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.

Human dependency58
Physical dependency37
Adoption pressure48
Labour-market resilience63
Methodology & sources

O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.

Confidence82/100
CalculatedAug 21, 2026
Read methodology →