Medical doctors & physiciansFamily Physician / General Practitioner19.9% · 640
SurgeonsGeneral Surgeon9.8% · 315
Dental professionalsGeneral Dentist44.1% · 1,419
Three panels · one country
Choose a healthcare panel in France
Each segment has its own profile, chapter by chapter, and its own panel book to download at the bottom of the page.
Healthcare professionalsDoctors, surgeons, nurses, pharmacists, allied, admin, health IT and AI professionals.3,218profiled professionals · 62 tablesOpenCaregiversFamily, home and professional caregivers sharing the day-to-day reality of care.17,432profiled caregivers · 37 tablesOpenPatientsPeople living with health conditions, profiled with consent.22,615profiled patients · 54 tablesOpen
3,218profiled professionals
62profile tables
5chapters
20%in Île-de-France
Panel demographics
4 tables: Gender, Age, Ethnicity / Population Background and more.
Traditional / Complementary / Alternative Medicine (where recognised)2.4%77
Public Health / Healthcare Management / Health Sciences (MPH, MHA, MSc)5.6%180
Veterinary Medicine (DVM or equivalent)1%32
Other Recognised Healthcare Qualification (midwifery, paramedic, care assistance, etc.)8.1%261
Largest group: Nursing / Midwifery Qualification (Infirmier Diplômé d'État (IDE) / IPA) at 23.4%
Primary Role of Expertise
11 groups
Nursing & Midwifery22.8%734
Medical Doctors & Physicians16%515
Allied Health Professionals12.6%405
Pharmacy Professionals8.6%277
Laboratory & Diagnostic Professionals7.1%228
Surgeons6.4%206
Healthcare Management6.1%196
Dental Professionals5.8%187
Show all 11
Largest group: Nursing & Midwifery at 22.8%
Role-wise job title / specialisation distribution
11 tables: Healthcare management, Medical doctors & physicians, Surgeons and more.
Healthcare management
Department Manager (Radiology, Pathology, etc.)9.4%302
Director of Hospital Administration6%193
Director of Clinical Operations5.9%190
Director of Patient Care Services5.2%167
All 31 titles
Medical doctors & physicians
Family Physician / General Practitioner19.9%640
Anaesthesiologist6.3%203
Psychiatrist / Psychology & Mental Health Specialist6.2%200
Emergency Medicine Specialist5.2%167
All 29 titles
Surgeons
General Surgeon9.8%315
Orthopaedic & Trauma Surgeon8.6%277
Consultant / Senior Surgeon7.4%238
Surgical Resident / Trainee6.8%219
All 33 titles
Dental professionals
General Dentist44.1%1,419
Orthodontist9.8%315
Implantologist8.7%280
Oral & Maxillofacial Surgeon6.2%200
All 12 titles
Nursing & midwifery
Surgical / Theatre Nurse7.5%241
Emergency / Critical Care Nurse6.9%222
Primary Care / Family & Community Nurse6.6%212
Internal Medicine Nurse6.5%209
All 36 titles
Pharmacy professionals
Clinical Staff / Hospital Pharmacist15.5%499
Clinical Pharmacist15.3%492
Senior Clinical Pharmacist7.1%228
Oncology Clinical Pharmacist4.8%154
All 24 titles
Laboratory & diagnostic professionals
Medical / Biomedical Laboratory Scientist11.9%383
Laboratory Technician9.9%319
Medical Laboratory Technologist6.6%212
Phlebotomist4.7%151
All 38 titles
Allied health professionals
Physiotherapist / Physical Therapist10.1%325
Radiographer (Diagnostic & Therapeutic)6.2%200
Healthcare Assistant / Nursing Assistant5.7%183
Paramedic5.5%177
All 46 titles
Health IT
Health Data Analyst8.4%270
IT Support Technician (Health IT)7.3%235
Health Information Technician6.7%216
EHR / EMR Specialist / Manager6.5%209
All 27 titles
Admin professionals
Administrative Assistant – Healthcare5.5%177
Healthcare Operations Manager5%161
Front Office Executive – Hospital / Clinic4%129
Medical Office Manager4%129
All 42 titles
Support staff (ancillary)
Receptionist – Hospital / Clinic7.7%248
Administrative Clerk4.2%135
Medical Secretary3.5%113
Ward Administrative Clerk3.4%109
All 60 titles
AI department & job title profile
41 tables: AI Department Distribution (share of AI-engaged healthcare panel), Clinical AI, Medical Imaging AI and more.
AI Department Distribution (share of AI-engaged healthcare panel)
40 groups
Healthcare Data Science5.7%183
Clinical AI4.4%142
Machine Learning4.1%132
Medical Imaging AI4%129
Natural Language Processing (NLP)3.4%109
AI Diagnostics3.4%109
Health Informatics3.3%106
AI Research & Development3.3%106
Show all 40
Largest group: Healthcare Data Science at 5.7%
40 detailed tables
Clinical AI
Clinical AI Engineer23.7%763
Clinical AI Specialist16.9%544
Clinical AI Scientist15.9%512
Healthcare AI Specialist15.5%499
All 7 titles
Medical Imaging AI
Medical Imaging AI Engineer16.9%544
Computer Vision Engineer16.9%544
Medical Image Processing Engineer16.5%531
Medical Imaging AI Specialist14.9%479
All 7 titles
Clinical Decision Support AI
Clinical AI Engineer23.7%763
Clinical AI Specialist17.5%563
Clinical Informatics Specialist17.4%560
Clinical Decision Support Specialist16.7%537
All 7 titles
Predictive Analytics
Predictive Analytics Specialist17.8%573
Healthcare Data Analyst17.5%563
Predictive Modeling Specialist17.5%563
Clinical Data Scientist17%547
All 7 titles
Machine Learning
Applied Machine Learning Engineer19.5%628
Machine Learning Engineer18.7%602
AI Engineer18.7%602
MLOps Engineer16.1%518
All 7 titles
Deep Learning
AI Engineer19.3%621
Deep Learning Engineer16.9%544
Neural Network Engineer16.1%518
Machine Learning Scientist15.7%505
All 7 titles
Natural Language Processing (NLP)
Healthcare NLP Engineer19.2%618
NLP Engineer16.7%537
Clinical NLP Specialist15.7%505
NLP Developer15.7%505
All 7 titles
Generative AI
Generative AI Engineer23.1%743
Generative AI Specialist18.8%605
Generative AI Scientist17.6%566
AI Researcher12.1%389
All 7 titles
Large Language Models (LLMs)
Healthcare LLM Engineer20.6%663
LLM Engineer18.1%582
Prompt Engineer17.7%570
LLM Developer17.6%566
All 7 titles
Computer Vision
Computer Vision Engineer18.3%589
Medical Vision AI Engineer16.2%521
Image Processing Engineer14.4%463
Computer Vision Developer14.3%460
All 7 titles
AI Diagnostics
Diagnostic AI Engineer20.5%660
AI Diagnostics Specialist18.6%599
Healthcare AI Specialist17.3%557
Clinical AI Scientist13.5%434
All 7 titles
AI-Assisted Surgery
Surgical AI Engineer19.5%628
Medical Robotics Engineer16.3%525
Surgical Robotics Engineer14.9%479
Surgical AI Specialist13.6%438
All 7 titles Show all 40 tables
Profile distributions are modelled estimates for planning and feasibility, built from public demographic and market patterns. They are not a count of individual panel members; feasibility for your exact audience is confirmed for each project.
Panel book PDF
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