Responsibilities
1. Design, develop, optimize, and document innovative AI models for blood pressure estimation from optical signals
2. Analyze model limitations and devise strategies to enhance performance, addressing key challenges
Your profile
3. Ph.D. in Computer Science, Machine Learning, Mathematics, Electrical Engineering, or a relevant field
4. Experience in developing, fine-tuning, and evaluating neural network architectures on large-scale datasets
5. Strong publication record in Machine Learning or AI
6. Deep understanding of statistical learning, CNNs, and RNNs
7. Proficiency in Python and machine learning frameworks (e.g., PyTorch, Scikit-learn, TensorFlow, etc.)
8. Experience in time series analysis is a MUST.
9. Experience in medical signal processing or time series analysis is a plus
10. Strong communication skills in English (both written and spoken)
11. Motivated, proactive, and curious, with a structured, solution-oriented mindset; a team player eager to learn
12. Comfortable working in a multidisciplinary, multicultural, and diversity-oriented team
13. Based in Switzerland, with a valid Swiss work permit
Benefits
14. Pension
15. Competitive compensation package based on experience
16. Flexible work location (hybrid work schedule)