Train caregivers or other non-medical personnel.

Train caregivers or other non-medical personnel. is a detailed work activity in O*NET — a concrete unit of work shared across 7 occupations and seen in 8 occupation-specific tasks. It rolls up into the broader work activity Train others on health or medical topics. in Training and Teaching Others .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 8 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 5 (63%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 1 of these tasks, with a mean mapped-usage share of 0.038% per task.

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Train caregivers in providing for the needs of a patient during and after therapy. · Occupational Therapists · importance 4.5 · no direct exposure
• Provide consultation, support, or education to groups such as parents and teachers. · Low Vision Therapists, Orientation and Mobility Specialists, and Vision Rehabilitation Therapists · importance 4.2 · exposure with tools
• Provide or arrange for training or instruction of auxiliary personnel or students. · Registered Nurses · importance 4.1 · exposure with tools
• Conduct lessons or direct educational or therapeutic games to assist teachers dealing with speech problems. · Speech-Language Pathologists · importance 4.1 · exposure with tools
• Mentor or train staff to lead group exercise. · Exercise Physiologists · importance 3.7 · no direct exposure
• Select, train, and supervise workers who plan, prepare, and serve meals. · Dietitians and Nutritionists · importance 3.5 · exposure with tools
• Teach art therapy techniques or processes to artists, interns, volunteers, or others. · Art Therapists · importance 3.5 · no direct exposure
• Train medical records staff. · Health Information Technologists and Medical Registrars · exposure with tools

Occupations that perform this

• Occupational Therapists
• Registered Nurses
• Speech-Language Pathologists
• Exercise Physiologists
• Dietitians and Nutritionists
• Art Therapists
• Health Information Technologists and Medical Registrars

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-train-caregivers-or-other-non-medical-personnel,
  title  = {Train caregivers or other non-medical personnel.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/detailed-activities/train-caregivers-or-other-non-medical-personnel}
}