Research Scientist (x/f/m)

📋 Description

• Develop world models of patient health from observational data
• Assess calibration, robustness, privacy, and generalization
• Collaborate with data science and product teams to operationalize research
• Publish results at ML and health informatics venues
• Engage with international ML/health community via challenges and open releases
• Help define the lab's research agenda and collaboration with the company

🎯 Requirements

• PhD in ML/Statistics/CS or Master’s with strong research experience
• Depth in representation learning, causal inference, multimodal modelling, calibration, or related
• First-author publications at top venues (NeurIPS/ICML/ICLR/ACL/EMNLP or medical informatics venues)
• Experience driving research from question to publish results
• Proficient in Python and PyTorch; trained models yourself
• Comfort with large real-world healthcare data

🎁 Benefits

• Health insurance coverage for you and your children
• 25 days vacation + up to 14 RTT
• Free mental health and coaching services
• Flexibility for international mobility (work from abroad up to 10 days/yr)
• Lunch vouchers and transport subsidies
• Access to AI tools and training