Industry Report
72 professions analyzed in the healthcare practitioners sector. Average automation risk: 27%.
72
Professions
27%
Avg Automation Risk
0
High Risk
77
Avg Fossil Score
Acupuncturists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Closed-loop AI anesthesia systems exist in research and are approved for low-risk sedation. For complex surgical cases, airway emergencies, and intraoperative crisis management, a physician anesthesiologist is still the standard — and medical liability law reinforces that standard.
AI predicts injury risk from workload and movement data. Athletic trainers assess the injured athlete, decide whether they can return to play, and provide the hands-on rehabilitation that brings them back. That clinical judgment and physical care cannot be automated.
AI hearing aids now automatically adapt to acoustic environments in real time. Diagnosing the type and cause of a patient's hearing loss, selecting and fitting the right amplification, and providing aural rehabilitation requires a clinician trained to understand and address what the patient is actually experiencing.
Viz.ai flags large vessel occlusion strokes from CT angiograms faster than a radiologist can open the study. AliveCor's Kardia interprets ECGs at scale. HeartFlow's FFRCT models coronary flow reserve from CT without invasive catheterisation. These tools are changing how cardiologists work — but the interventional cardiologist performing a complex PCI, the electrophysiologist ablating a refractory arrhythmia, and the clinician integrating all the data to make a treatment decision that accounts for a patient's values remains irreplaceable.
AI echocardiography platforms from GE HealthCare and Philips now measure ejection fraction, chamber dimensions, and wall motion scores automatically from acquired images. They do not acquire those images. The cardiac sonographer positioning the probe to obtain a diagnostic-quality apical four-chamber view on a post-surgical patient with a ventilated lung, the cath lab technician managing patient haemodynamics during an emergency PTCA, and the electrophysiology tech monitoring ablation catheter positions in real time are performing work that requires trained hands and clinical situational awareness.
Chiropractic diagnosis and manipulation require hands-on physical skill and clinical judgment — the tools are changing, but the trained practitioner in the room is non-negotiable.
Prophylaxis, periodontal treatment, and patient education — the core of hygiene practice — require physical presence, clinical judgment, and interpersonal communication that AI doesn't replicate. AI is entering the imaging and documentation workflow, which reduces administrative burden rather than displacing the clinical role.
AI is entering dental imaging with real capability — automated caries and bone loss detection on radiographs is genuinely useful. But the diagnosis, treatment planning, and clinical execution of dental procedures require a licensed professional making judgment calls in a patient's mouth. That's not changing.
AI skin lesion analysis has reached clinical-grade accuracy for specific tasks — melanoma detection on dermoscopic images is one of the genuinely impressive AI clinical achievements. But dermatology is far more than lesion classification: it's a comprehensive medical specialty involving complex diagnoses, systemic disease, procedures, and patient relationships that AI assists rather than replaces.
AI is entering echocardiography analysis and OB ultrasound measurement automation — specific, structured scan components where reproducibility matters. The hands-on sonography examination itself — transducer placement, image optimisation across variable anatomy, and the clinical judgment during the scan — requires a skilled sonographer in every room.
Nutrition apps and automated menu planning systems have taken over the basic calculation work, but the patient-facing nutrition counselling, adaptive meal planning for complex medical conditions, and diet education that registered dietitian technicians provide requires direct human engagement.
Nutrition apps and AI meal planners are handling general advice well. Clinical dietetics — medical nutrition therapy for complex conditions, the motivational counselling that changes patient behaviour, and the clinical judgment for multi-morbid patients — is protected territory.
AI diagnostic tools are improving pattern recognition in imaging and pathology, but the clinical encounter — history-taking, physical examination, integrating patient context, and communicating difficult decisions — is not automated. Ambient documentation AI is the most significant near-term change for most practising physicians.
Pre-hospital emergency care requires a trained human on scene to assess, treat, and transport patients. AI-assisted dispatch and ePCR documentation are improving operations — but getting a patient from a scene to definitive care requires an EMT who can work in the physical environment.
Emergency departments are adopting AI for triage prioritisation, imaging flagging, and documentation. The core of emergency medicine — rapid assessment under uncertainty, procedural intervention, and life-saving decision-making under time pressure — requires a physician on site.
Exercise Physiologists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
AI helps family medicine physicians do their jobs better and faster, but it can't replace the human skills at the heart of this work.
General Internal Medicine Physicians are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Genetic Counselors are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Health Information Technologists and Medical Registrars are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
AI helps health technologists and technicians do their jobs better and faster, but it can't replace the human skills at the heart of this work.
AI helps healthcare diagnosing or treating practitioners do their jobs better and faster, but it can't replace the human skills at the heart of this work.
Healthcare Practitioners and Technical Workers are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Hearing Aid Specialists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Licensed Practical and Licensed Vocational Nurses are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Magnetic Resonance Imaging Technologists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Medical and Clinical Laboratory Technicians are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Medical and Clinical Laboratory Technologists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Medical Dosimetrists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
AI helps medical records specialists do their jobs better and faster, but it can't replace the human skills at the heart of this work.
AI helps neurologists do their jobs better and faster, but it can't replace the human skills at the heart of this work.
AI helps nuclear medicine technologists do their jobs better and faster, but it can't replace the human skills at the heart of this work.
AI helps nurse anesthetists do their jobs better and faster, but it can't replace the human skills at the heart of this work.
Nurse Midwives are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Nurse Practitioners are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Documentation is being automated. Direct patient care is one of the most AI-resistant jobs in existence.
Obstetricians and Gynecologists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Occupational Therapists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Ophthalmic Medical Technicians are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Ophthalmologists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
AI helps opticians do their jobs better and faster, but it can't replace the human skills at the heart of this work.
Optometrists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Oral and Maxillofacial Surgeons are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Orthodontists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Orthopedic Surgeons are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Orthotists and Prosthetists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
AI helps paramedics do their jobs better and faster, but it can't replace the human skills at the heart of this work.
AI helps pediatric surgeons do their jobs better and faster, but it can't replace the human skills at the heart of this work.
AI helps pediatricians do their jobs better and faster, but it can't replace the human skills at the heart of this work.
Pharmacists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Pharmacy Technicians are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Physical Therapists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Physician Assistants are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Physicians are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Podiatrists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
AI helps prosthodontists do their jobs better and faster, but it can't replace the human skills at the heart of this work.
AI helps psychiatric technicians do their jobs better and faster, but it can't replace the human skills at the heart of this work.
Psychiatrists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
AI helps radiation therapists do their jobs better and faster, but it can't replace the human skills at the heart of this work.
AI helps radiologic technologists and technicians do their jobs better and faster, but it can't replace the human skills at the heart of this work.
AI helps radiologists do their jobs better and faster, but it can't replace the human skills at the heart of this work.
AI helps recreational therapists do their jobs better and faster, but it can't replace the human skills at the heart of this work.
AI helps registered nurses do their jobs better and faster, but it can't replace the human skills at the heart of this work.
Respiratory Therapists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Speech-Language Pathologists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Surgeons are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
AI helps surgical assistants do their jobs better and faster, but it can't replace the human skills at the heart of this work.
Surgical Technologists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Therapists are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Veterinarians are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
Veterinary Technologists and Technicians are in a strong position. The core of this job — working with people, making judgment calls, solving unique problems — is hard for AI to touch.
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