OBSERVED IN REAL USE · Anthropic 2026
9%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
The robots can help. They can’t replace the room you read.
34% of this role’s O*NET tasks are within reach of today’s AI. That is the core-weighted exposure score from Eloundou et al. 2023 (“GPTs are GPTs”). It measures a capability ceiling, not a headcount forecast. Mostly safe. AI helps around the edges, but the job stays human.
WHAT AI CAN ALREADY DO
- Oversee Medicaid- and Medicare-related paperwork and recordkeeping in hospitals
- Collaborate with other professionals to evaluate patients' medical or physical condition and to assess client needs
- 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
- Utilize consultation data and social work experience to plan and coordinate client or patient care and rehabilitation, following through to ensure service efficacy
- Monitor, evaluate, and record client progress according to measurable goals described in treatment and care plan
WHAT IT STILL CAN’T
- Advocate for clients or patients to resolve crises
- Counsel clients and patients in individual and group sessions to help them overcome dependencies, recover from illness, and adjust to life
- Organize support groups or counsel family members to assist them in understanding, dealing with, and supporting the client or patient
- Supervise and direct other workers providing services to clients or patients
- Educate clients about end-of-life symptoms and options to assist them in making informed decisions
THE HONEST PART. A percentage is not a pink slip. High exposure usually means a role shrinks and shifts toward judgment, direction and responsibility: the parts a model can’t sign its name to. Exposure ≠ displacement. Breathe.
"My job is 34% cooked. What’s yours?"
SOURCES: O*NET 30.3 occupational tasks · Eloundou et al. 2023 (“GPTs are GPTs”,
arXiv:2303.10130) · Anthropic Economic Index 2026 (CC-BY) |
how this is calculated |
last updated 2026-07-16