# Other Personal Care and Service Workers

> SOC minor group 39-9000 within Personal Care and Service Occupations — 6 detailed occupations.

- **SOC minor group:** 39-9000
- **Canonical URL:** https://singulariki.com/occupation-groups/other-personal-care-and-service-workers
- **Frame:** "AI exposure" means task overlap, not jobs lost. Figures below are aggregates over the group's member occupations, each traced to a named public dataset.

## Scale & pay

- **Employment (BLS OEWS, May 2024):** 1,798,820.
- **Median wage:** $36,640.
- **Projected growth (BLS 2024–34):** 1.4%.
- **Annual openings:** 496.2.

## AI exposure

- **AI task-overlap (mean across member occupations):** 50th percentile (Moderate) — Eloundou GPT-overlap + Felten AIOE; task overlap, not automation.

## Member occupations

- Childcare Workers (https://singulariki.com/roles/role-39-9011-00) — $32,050; 0th percentile overlap
- Nannies (https://singulariki.com/roles/role-39-9011-01) — $32,050; 0th percentile overlap
- Recreation Workers (https://singulariki.com/roles/role-39-9032-00) — $35,380; 0th percentile overlap
- Exercise Trainers and Group Fitness Instructors (https://singulariki.com/roles/role-39-9031-00) — $46,180; 0th percentile overlap
- Residential Advisors (https://singulariki.com/roles/role-39-9041-00) — $39,180; 0th percentile overlap
- Personal Care and Service Workers, All Other (https://singulariki.com/roles/role-39-9099-00) — $37,900

## Sources

- **O*NET** (30.3) — U.S. Department of Labor / National Center for O*NET Development. https://www.onetcenter.org/database.html
- **BLS Occupational Employment and Wage Statistics (OEWS)** (May 2024) — U.S. Bureau of Labor Statistics. https://www.bls.gov/oes/
- **BLS Employment Projections** (2024–2034) — U.S. Bureau of Labor Statistics. https://www.bls.gov/emp/
- **“GPTs are GPTs” (Eloundou et al.)** (arXiv 2303.10130) — OpenAI / academic. https://arxiv.org/abs/2303.10130
- **AI Occupational Exposure (AIOE)** (Felten, Raj & Seamans) — academic. https://github.com/AIOE-Data/AIOE

---
_Generated from Singulariki's joined dataset; data snapshot 2026-06-02T20:31:11.516731+00:00. https://singulariki.com/occupation-groups/other-personal-care-and-service-workers_