All sectorsThe same grid as text
Community and Social Service
How far apart the occupations inside this sector are.
AI finishes295 tasks
3%
of this sector's tasks, at L2 or above. The middle sector is at 3%.
Spread inside14
29pt
points between its widest and its narrowest occupation, among the 3 anything was read about.
The work in this sector, as 100 squares
One square, one task, filled to the lowest level covering it.
of 295
- L5 · Full automationemptyAI delivers alone in any setting, with no defined scope limiting it.
- L4 · High automationemptyAI delivers alone inside a defined scope, running in real business.
- L3 · Conditional automation2AI completes it; a person spot-checks rather than reviews each one.
- L2 · Partial automation7AI produces the bulk; a person reviews and corrects every item.
- L1 · AssistedemptyAI helps in places; a person does the whole delivery.
- L0 · ManualemptyAI takes no part in this work.
- Unknown116part of this work has no evidence either way
- Untouched170no update in the collected window mentions it
What moved it
Updates that left evidence on work reaching this sector.
2026-08-2445 days recorded2026-10-07
- 10-07OpenAI shares progress on ChatGPT for Teens and previews College PlannerProvide learning guidance and student development services
- 10-06Gemini Live adds Guided Vision real-time visual assistanceBuild independent living and employment readiness skills · Support accessible communication and community participation
- 10-01Microsoft releases MAI-Transcribe-2-StreamingSupport accessible communication and community participation
- 09-23OpenAI releases MentalHealthBenchConduct psychological and psychiatric assessments · Provide psychological treatment and mental health follow-up
- 09-23Google launches Gemini 3.8 Flash TTS and Flash-Lite TTSSupport accessible communication and community participation
- 09-23Qwen-Audio-3.1 released with upgraded ASR, TTS and Realtime plus TTS-Next and ASR-NextSupport accessible communication and community participation
and 15 more
What AI does here
The work reaching this sector, furthest first.
- Support accessible communication and community participationL3 · Conditional automation
- Build independent living and employment readiness skillsL2 · Partial automation
- Provide learning guidance and student development servicesL2 · Partial automation
- Design assessments and scoring criteriaL2 · Partial automation
Inside this sector
Occupations14
The same hundred squares, once per occupation, ranked.
- WidestRehabilitation Counselors35%
- NarrowestHealthcare Social Workers6%
- 29 points apart no update in the collected window mentions this occupation 11 more have no evidence at all.
- Rehabilitation Counselors17 tasks35%
- Social and Human Service Assistants19 tasks11%
- Healthcare Social Workers17 tasks6%
- Child, Family, and School Social Workers21 tasks0%
- Clergy21 tasks0%
- Community Health Workers29 tasks0%
- Directors, Religious Activities and Education19 tasks0%
- Educational, Guidance, and Career Counselors and Advisors35 tasks0%
- Health Education Specialists16 tasks0%
- Marriage and Family Therapists17 tasks0%
- Mental Health Counselors27 tasks0%
- Mental Health and Substance Abuse Social Workers13 tasks0%
- Probation Officers and Correctional Treatment Specialists21 tasks0%
- Substance Abuse and Behavioral Disorder Counselors23 tasks0%
median 0% · share of tasks AI produces the bulk of, leaving a person to check