Train medical providers.

Train medical providers. is a detailed work activity in O*NET — a concrete unit of work shared across 40 occupations and seen in 57 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 57 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 28 (49%) 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 3 of these tasks, with a mean mapped-usage share of 0.004% 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.

• Instruct dental officers and technical assistants in orthodontic procedures and techniques. · Orthodontists · importance 4.8 · no direct exposure
• Supervise, train, or direct lab assistants, medical and clinical laboratory technicians or technologists, or other medical laboratory workers engaged in laboratory testing. · Medical and Clinical Laboratory Technologists · importance 4.7 · no direct exposure
• Instruct nursing staff in areas such as the assessment, development, implementation, and evaluation of disability, illness, management, technology, or resources. · Clinical Nurse Specialists · importance 4.5 · exposure with tools
• Instruct medical staff or students in magnetic resonance imaging (MRI) procedures or equipment operation. · Magnetic Resonance Imaging Technologists · importance 4.4 · exposure with tools
• Instruct radiologic staff in desired techniques, positions, or projections. · Radiologists · importance 4.4 · exposure with tools
• Assist with on-the-job training of new employees or students or provide input to supervisors regarding training performance. · Radiologic Technologists and Technicians · importance 4.3 · exposure with tools
• Teach or train medical and clinical staff. · Urologists · importance 4.3 · no direct exposure
• Supervise the training of student opticians. · Opticians, Dispensing · importance 4.2 · no direct exposure
• Assist in training technicians, medical students, residents, or other staff members. · Neurodiagnostic Technologists · importance 4.2 · exposure with tools
• Instruct student nurse midwives, medical students, or residents on the birthing process. · Nurse Midwives · importance 4.2 · no direct exposure
• Provide training related to clinical methods or orthoptics to students, resident physicians, or other health professionals. · Orthoptists · importance 4.2 · no direct exposure
• Inform students and staff of types and methods of anesthesia administration, signs of complications, and emergency methods to counteract reactions. · Anesthesiologists · importance 4.2 · exposure with tools
• Instruct interns and residents in the diagnosis and treatment of temporary or permanent physically disabling conditions. · Physical Medicine and Rehabilitation Physicians · importance 4.2 · exposure with tools
• Educate and supervise audiology students and health care personnel. · Audiologists · importance 4.1 · no direct exposure
• Supervise or instruct ophthalmic staff. · Ophthalmic Medical Technologists · importance 4.1 · no direct exposure
• Identify training needs or conduct training sessions for nursing students or medical staff. · Clinical Nurse Specialists · importance 4.1 · exposure with tools
• Provide formal and informal education to other staff members. · Acute Care Nurses · importance 4.1 · exposure with tools
• Train or supervise workers who handle or care for animals. · Veterinarians · importance 4.1 · no direct exposure
• Demonstrate respiratory care procedures to trainees or other healthcare personnel. · Respiratory Therapists · importance 4.1 · no direct exposure
• Instruct interns or residents in diagnosis and treatment of dermatological diseases. · Dermatologists · importance 4.1 · exposure with tools
• Supervise or instruct other technicians or laboratory assistants. · Medical and Clinical Laboratory Technicians · importance 4.1 · no direct exposure
• Coordinate or conduct educational programs or in-service training sessions on topics such as clinical procedures. · Clinical Nurse Specialists · importance 4.0 · no direct exposure
• Teach or train medical staff regarding preventive medicine issues. · Preventive Medicine Physicians · importance 4.0 · exposure with tools
• Provide clinical instruction, supervision or training to staff in areas such as anesthesia practices. · Anesthesiologist Assistants · importance 4.0 · no direct exposure
• Provide training to medical students or staff members. · Neurologists · importance 4.0 · exposure with tools
• Train or supervise student or subordinate radiotherapy technologists. · Radiation Therapists · importance 4.0 · no direct exposure
• Supervise or train students or other medical sonographers. · Diagnostic Medical Sonographers · importance 4.0 · no direct exposure
• Teach, train, supervise, or use the assistance of students, respiratory therapy technicians, or assistants. · Respiratory Therapists · importance 4.0 · no direct exposure
• Show and explain orthopedic and prosthetic appliances to healthcare workers. · Orthotists and Prosthetists · importance 4.0 · no direct exposure
• Supervise or train veterinary students or other staff members. · Veterinary Technologists and Technicians · importance 4.0 · no direct exposure
• Train or instruct new employees on procedures to follow with psychiatric patients. · Psychiatric Technicians · importance 3.9 · no direct exposure
• Provide allergy or immunology consultation or education to physicians or other health care providers. · Allergists and Immunologists · importance 3.9 · exposure with tools
• Provide training and supervision in therapy techniques and objectives for students or nurses and other medical staff. · Occupational Therapists · importance 3.9 · no direct exposure
• Train and supervise support staff, such as orthopedic and prosthetic assistants and technicians. · Orthotists and Prosthetists · importance 3.9 · no direct exposure
• Select, schedule, or conduct orientation or in-service education programs. · Dietetic Technicians · importance 3.8 · exposure with tools
• Train or supervise student or subordinate nuclear medicine technologists. · Nuclear Medicine Technologists · importance 3.8 · no direct exposure
• Train or supervise medical students, residents, or other health professionals. · Hospitalists · importance 3.8 · direct LLM exposure
• Teach pharmacy students serving as interns in preparation for their graduation or licensure. · Pharmacists · importance 3.8 · direct LLM exposure
• Instruct nurses, residents, interns, students, or other staff on topics such as anesthetic techniques, pain management and emergency responses. · Nurse Anesthetists · importance 3.7 · exposure with tools
• Supervise or train other cardiology technologists or students. · Cardiovascular Technologists and Technicians · importance 3.7 · no direct exposure

Occupations that perform this

• Orthodontists
• Medical and Clinical Laboratory Technologists
• Clinical Nurse Specialists
• Magnetic Resonance Imaging Technologists
• Radiologists
• Radiologic Technologists and Technicians
• Urologists
• Opticians, Dispensing
• Neurodiagnostic Technologists
• Nurse Midwives
• Orthoptists
• Anesthesiologists
• Audiologists
• Veterinarians
• Respiratory Therapists
• Dermatologists
• Medical and Clinical Laboratory Technicians
• Anesthesiologist Assistants
• Neurologists
• Radiation Therapists
• Diagnostic Medical Sonographers
• Veterinary Technologists and Technicians
• Orthotists and Prosthetists
• Psychiatric Technicians
• Occupational Therapists
• Nuclear Medicine Technologists
• Dietetic Technicians
• Pharmacists
• Nurse Anesthetists
• Cardiovascular Technologists and Technicians
• Physical Therapists
• Physicians, Pathologists
• Medical Dosimetrists
• Genetic Counselors
• Ophthalmologists, Except Pediatric
• Athletic Trainers
• Dietitians and Nutritionists
• Family Medicine Physicians
• Cardiologists
• Paramedics

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-medical-providers,
  title  = {Train medical providers.},
  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-medical-providers}
}