Medical doctors & physiciansFamily Physician / General Practitioner17.4% · 468
SurgeonsGeneral Surgeon12.7% · 342
Dental professionalsGeneral Dentist45.9% · 1,234
Three panels · one country
Choose a healthcare panel in Singapore
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.2,689profiled professionals · 62 tablesOpenCaregiversFamily, home and professional caregivers sharing the day-to-day reality of care.9,847profiled caregivers · 37 tablesOpenPatientsPeople living with health conditions, profiled with consent.13,562profiled patients · 54 tablesOpen
2,689profiled professionals
62profile tables
5chapters
26.9%in Central Region
Panel demographics
4 tables: Gender, Age, Ethnicity / Population Background and more.
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
Medical Imaging AI4.7%126
Healthcare Data Science4.2%113
Machine Learning3.9%105
Digital Health AI3.9%105
Generative AI3.7%99
Clinical AI3.6%97
Large Language Models (LLMs)3.6%97
Natural Language Processing (NLP)3.4%91
Show all 40
Largest group: Medical Imaging AI at 4.7%
40 detailed tables
Clinical AI
Clinical AI Specialist21.7%584
Clinical AI Engineer19.1%514
Healthcare AI Specialist16.5%444
Clinical AI Scientist13.7%368
All 7 titles
Medical Imaging AI
Medical Imaging AI Engineer17.7%476
Medical Image Processing Engineer15.5%417
Computer Vision Engineer14.4%387
Medical Imaging AI Specialist13.8%371
All 7 titles
Clinical Decision Support AI
Clinical AI Engineer25.8%694
Clinical Informatics Specialist18.8%506
Clinical AI Specialist16.7%449
Clinical Decision Support Specialist16.3%438
All 7 titles
Predictive Analytics
Predictive Analytics Specialist20.1%540
Predictive Modeling Specialist19.2%516
Clinical Data Scientist16.9%454
Healthcare Data Analyst15.4%414
All 7 titles
Machine Learning
AI Engineer19.2%516
MLOps Engineer17.7%476
Machine Learning Engineer16.8%452
Applied Machine Learning Engineer16%430
All 7 titles
Deep Learning
Neural Network Engineer17.3%465
AI Engineer17.3%465
Deep Learning Engineer16%430
Machine Learning Scientist16%430
All 7 titles
Natural Language Processing (NLP)
Healthcare NLP Engineer18.9%508
NLP Engineer18%484
Clinical NLP Specialist15.4%414
NLP Developer14.5%390
All 7 titles
Generative AI
Generative AI Engineer26.1%702
Generative AI Specialist19%511
Generative AI Scientist16.3%438
AI Researcher13%350
All 7 titles
Large Language Models (LLMs)
Prompt Engineer20.6%554
LLM Engineer18.2%489
Healthcare LLM Engineer17%457
LLM Developer16.4%441
All 7 titles
Computer Vision
Computer Vision Engineer18.6%500
Image Processing Engineer16.7%449
Medical Vision AI Engineer14.6%393
Computer Vision Developer14.2%382
All 7 titles
AI Diagnostics
Healthcare AI Specialist18.5%497
AI Diagnostics Specialist16.9%454
Diagnostic AI Engineer16.6%446
Clinical Data Scientist15.1%406
All 7 titles
AI-Assisted Surgery
Surgical AI Engineer16.5%444
Surgical Robotics Engineer16.5%444
Medical Robotics Engineer16.5%444
Digital Surgery Specialist14.8%398
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
Get the Singapore healthcare professionals panel book
Every table on this page in one PDF graded in the Singapore flag colours, with percentages and whole numbers, charts and the panel size. Fill in your details below and it opens in your browser. The form is asked for every download.