AI and Data Science Engineer for Medical Research
Há 9 horas
About the Project
">The INRIA-MAGNET team is collaborating with the Lille Hospital to develop an open-source library called DecLearn. This library aims to facilitate private and decentralized/federated machine learning and data analysis for multi-centric medical studies across various hospitals.
Responsibilities
">- ">
- Consolidate and extend the existing DecLearn library for decentralized and privacy-preserving machine learning developed in the project.">
- Integrate these developments into the information systems of partner hospitals to enable decentralized medical studies.">
- Deploy the library in real-world conditions, experimenting on synthetic and benchmark medical data to analyze the benefits and costs compared to a centralized approach.">
- Publish open-source code and integrate it into existing libraries.">
- Implement federated and privacy-preserving algorithms for machine learning.">
- Identify suitable multicentric medical studies that fit the decentralized setting.">
- Experiment with medical partners.">
- Evaluate results.">
- Report, disseminate, and present results.">
Requirements
">We are seeking a highly skilled AI and Data Science Engineer to join our team. The ideal candidate will have:
- ">
- A strong interest in machine learning and medical applications.">
- A good understanding of scientific papers on machine learning.">
- Excellent communication skills to communicate and animate software development communities and Git workflow.">
- Proficiency in French (Basic) and English (Good).">
Benefits
">We offer a competitive salary range of 60,000 - 80,000 EUR per year, depending on experience. In addition, we provide partial reimbursement of public transport costs, 7 weeks of annual leave, 10 extra days off due to RTT (statutory reduction in working hours), and possibility of exceptional leave. We also offer teleworking and flexible organization of working hours, as well as professional equipment availability.
About Us
">Inria, The French National Research Institute For The Digital Sciences, is a research institute dedicated to digital sciences. We strive to advance knowledge and innovation in this field through cutting-edge research and collaboration with industry and academia.
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