Anaesthesiologist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Skip to main content
Medicine and Dentistry
42 careers in Medicine and Dentistry, ranked safest first: the career with the lowest AI exposure score, meaning the smallest share of its day-to-day work AI can already do, is at the top. For 3 of them the moat, what structurally protects the job, has not been classified yet; their cards say so rather than guessing.
Medicine and Dentistry at a glance
MOAT CLASSIFIED39 of 42 total
NO MOAT1
HAS A MOAT38
MOAT NOT YET CLASSIFIED3
MEDIAN AI EXPOSURE6 /100
Healthcare Practitioners & Technical35 careers
Anaesthetist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Cardiologist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Clinical Pharmacologist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST46%
NOT A FORECAST46%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Dermatologist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST46%
NOT A FORECAST46%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Doctor
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Emergency Medicine Physician
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST46%
NOT A FORECAST46%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Family Medicine Physician
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Gastroenterologist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →General Dentist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST51%
NOT A FORECAST51%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →General Practitioner
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST55%
NOT A FORECAST55%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →General Practitioner (GP)
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Geriatrician
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Gynaecologists and Obstetricians
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Haematologist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Homeopaths (Medically Qualified)
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST46%
NOT A FORECAST46%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Neurologist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Oncologist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Optometrist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST46%
NOT A FORECAST46%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Oral Pathologist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST46%
NOT A FORECAST46%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Oral Surgeon
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST46%
NOT A FORECAST46%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Orthodontist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Orthotists and Prosthetists
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Paediatrician
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST46%
NOT A FORECAST46%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Paediatricians
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST46%
NOT A FORECAST46%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Pathologists
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST46%
NOT A FORECAST46%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Periodontist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Pharmacist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Physician Associate
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST46%
NOT A FORECAST46%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Psychiatrist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Radiography Assistant
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Radiologist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Resident Doctor
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Rheumatologist
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Surgeon
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Production2 careers
Dental Technician
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST51%
NOT A FORECAST51%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Orthotic and Prosthetic Technicians
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST51%
NOT A FORECAST51%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Arts, Design, Entertainment, Sports & Media1 career
Golf Coach
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST36%
NOT A FORECAST36%
THE DOOR · ENTRY DIFFICULTY TODAYA
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Life, Physical & Social Science1 career
Medical Researcher
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST51%
NOT A FORECAST51%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Uncategorised3 careers
These careers have no record in our AI outlook register, so there is no O*NET occupation code to group them by. Listed here rather than guessed into a category.
Generalist Medical Practitioners
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST51%
NOT A FORECAST51%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Specialist Medical Practitioners and Consultants
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST51%
NOT A FORECAST51%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Sports Medicine Physician
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST51%
NOT A FORECAST51%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →