OBSERVED IN REAL USE · Anthropic 2026
0%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
Mostly fireproof. AI hands you the paperwork and steps back.
27% 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
- Monitor, evaluate, and record client progress with respect to treatment goals
- Interview clients, review records, conduct assessments, or confer with other professionals to evaluate the mental or physical condition of clients or patients
- Modify treatment plans according to changes in client status
- Educate clients or community members about mental or physical illness, abuse, medication, or available community resources
- Increase social work knowledge by reviewing current literature, conducting social research, or attending seminars, training workshops, or classes
WHAT IT STILL CAN’T
- Counsel clients in individual or group sessions to assist them in dealing with substance abuse, mental or physical illness, poverty, unemployment, or physical abuse
- Collaborate with counselors, physicians, or nurses to plan or coordinate treatment, drawing on social work experience and patient needs
- Supervise or direct other workers who provide services to clients or patients
- Assist clients in adhering to treatment plans, such as setting up appointments, arranging for transportation to appointments, or providing support
- Counsel or aid family members to assist them in understanding, dealing with, or supporting the client or patient
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 27% 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