All sectorsThe same grid as text
Healthcare Practitioners and Technical
How far apart the occupations inside this sector are.
AI finishes1,729 tasks
4%
of this sector's tasks, at L2 or above. The middle sector is at 3%.
Spread inside89
48pt
points between its widest and its narrowest occupation, among the 38 anything was read about.
The work in this sector, as 100 squares
One square, one task, filled to the lowest level covering it.
of 1,729
- 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 automation1AI completes it; a person spot-checks rather than reviews each one.
- L2 · Partial automation63AI produces the bulk; a person reviews and corrects every item.
- L1 · Assisted80AI helps in places; a person does the whole delivery.
- L0 · ManualemptyAI takes no part in this work.
- Unknown622part of this work has no evidence either way
- Untouched963no update in the collected window mentions it
What moved it
Updates that left evidence on work reaching this sector.
2026-08-2446 days recorded2026-10-08
- 10-08AMIE matches doctor diagnoses in 90% of 100 patient interactions with 0 safety stopsAssess practical performance and occupational competence · Take histories and perform clinical examinations
- 10-08Google's AMIE studied prospectively in real clinic, results in The LancetDesign and conduct biomedical experiments
- 10-08Astrophysicist uses Claude Science to build first complete ultraviolet sky mapAssess practical performance and occupational competence
- 10-08Ignite Vision builds AI creator matching on Qwen, cutting screening from hours to minutesAssess practical performance and occupational competence
- 10-07Claude Haiku 5.5 generally available in GitHub CopilotAssess practical performance and occupational competence
- 10-07ChatGPT introduces Intelligent UIProvide adapted instruction and supported communication
and 81 more
What AI does here
The work reaching this sector, furthest first.
- Assess practical performance and occupational competenceL3 · Conditional automation
- Support accessible communication and community participationL3 · Conditional automation
- Design and conduct biomedical experimentsL2 · Partial automation
- Demonstrate occupational skills and conduct practical trainingL2 · Partial automation
- Provide adapted instruction and supported communicationL2 · Partial automation
- Take histories and perform clinical examinationsL2 · Partial automation
- Build independent living and employment readiness skillsL2 · Partial automation
- Analyze biological samples and omics dataL2 · Partial automation
- Schedule healthcare resources appointments and patient flowsL2 · Partial automation
- Collect and process samples and perform laboratory testsL1 · Assisted
- Interpret examination results and prepare diagnostic reportsL1 · Assisted
Inside this sector
Occupations89
The same hundred squares, once per occupation, ranked.
- WidestLow Vision Therapists, Orientation and Mobility Specialists, and Vision Rehabilitation Therapists48%
- NarrowestVeterinary Technologists and Technicians0%
- 48 points apart no update in the collected window mentions this occupation 51 more have no evidence at all.
- Low Vision Therapists, Orientation and Mobility Specialists, and Vision Rehabilitation Therapists21 tasks48%
- Occupational Therapists17 tasks35%
- Speech-Language Pathologists23 tasks35%
- Chiropractors13 tasks23%
- Naturopathic Physicians20 tasks20%
- Physicians, Pathologists19 tasks16%
- Allergists and Immunologists16 tasks13%
- Clinical Nurse Specialists30 tasks13%
- Medical and Clinical Laboratory Technologists15 tasks13%
- Pediatricians, General17 tasks12%
- Podiatrists11 tasks9%
- Cardiologists25 tasks8%
- Family Medicine Physicians12 tasks8%
- Neurologists24 tasks8%
- Psychiatrists12 tasks8%
- Cytogenetic Technologists30 tasks7%
- Obstetricians and Gynecologists15 tasks7%
- Preventive Medicine Physicians15 tasks7%
- Urologists14 tasks7%
- Dermatologists18 tasks6%
- Ophthalmologists, Except Pediatric18 tasks6%
- General Internal Medicine Physicians19 tasks5%
- Advanced Practice Psychiatric Nurses24 tasks4%
- Physical Therapists24 tasks4%
- Registered Nurses27 tasks4%
- Sports Medicine Physicians27 tasks4%
- Midwives36 tasks3%
- Acupuncturists18 tasks0%
- Acute Care Nurses27 tasks0%
- Anesthesiologist Assistants16 tasks0%
- Anesthesiologists20 tasks0%
- Art Therapists25 tasks0%
- Athletic Trainers23 tasks0%
- Audiologists22 tasks0%
- Cardiovascular Technologists and Technicians21 tasks0%
- Critical Care Nurses29 tasks0%
- Cytotechnologists13 tasks0%
- Dental Hygienists16 tasks0%
- Dentists, General20 tasks0%
- Diagnostic Medical Sonographers19 tasks0%
- Dietetic Technicians13 tasks0%
- Dietitians and Nutritionists28 tasks0%
- Emergency Medical Technicians12 tasks0%
- Emergency Medicine Physicians17 tasks0%
- Exercise Physiologists25 tasks0%
- Genetic Counselors19 tasks0%
- Health Information Technologists and Medical Registrars16 tasks0%
- Hearing Aid Specialists11 tasks0%
- Histology Technicians8 tasks0%
- Histotechnologists16 tasks0%
- Hospitalists14 tasks0%
- Licensed Practical and Licensed Vocational Nurses22 tasks0%
- Magnetic Resonance Imaging Technologists24 tasks0%
- Medical Dosimetrists19 tasks0%
- Medical Records Specialists16 tasks0%
- Medical and Clinical Laboratory Technicians14 tasks0%
- Music Therapists30 tasks0%
- Neurodiagnostic Technologists16 tasks0%
- Nuclear Medicine Technologists17 tasks0%
- Nurse Anesthetists24 tasks0%
- Nurse Midwives21 tasks0%
- Nurse Practitioners27 tasks0%
- Ophthalmic Medical Technicians20 tasks0%
- Ophthalmic Medical Technologists31 tasks0%
- Opticians, Dispensing21 tasks0%
- Optometrists10 tasks0%
- Oral and Maxillofacial Surgeons15 tasks0%
- Orthodontists11 tasks0%
- Orthopedic Surgeons, Except Pediatric15 tasks0%
- Orthoptists16 tasks0%
- Orthotists and Prosthetists15 tasks0%
- Paramedics13 tasks0%
- Patient Representatives13 tasks0%
- Pediatric Surgeons18 tasks0%
- Pharmacists21 tasks0%
- Pharmacy Technicians21 tasks0%
- Physical Medicine and Rehabilitation Physicians15 tasks0%
- Physician Assistants12 tasks0%
- Prosthodontists12 tasks0%
- Psychiatric Technicians16 tasks0%
- Radiation Therapists22 tasks0%
- Radiologic Technologists and Technicians30 tasks0%
- Radiologists30 tasks0%
- Recreational Therapists11 tasks0%
- Respiratory Therapists23 tasks0%
- Surgical Assistants28 tasks0%
- Surgical Technologists18 tasks0%
- Veterinarians21 tasks0%
- Veterinary Technologists and Technicians31 tasks0%
median 0% · share of tasks AI produces the bulk of, leaving a person to check