Senior Machine Learning Engineer for Decentralized Medicine
il y a 3 jours
Inria, a leading French research institute in digital sciences, seeks a Senior Machine Learning Engineer to join its INRIA-MAGNET team at the University of Lille. As part of this role, you will work on developing an open-source library for private and decentralized machine learning, focusing on multi-centric medical studies across several hospitals.
Key Responsibilities:
- Consolidate and extend the existing 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 and experiment on synthetic and (benchmark) medical data, analyzing benefits and costs compared to a centralized approach
- Publish open-source code and integrate it into existing libraries
- Publish scientific results in medical and computer science conferences
Achievements:
- 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
Required Skills and Qualifications:
- Programming skills, preferably in Python, C/C++, R, Bash scripting
- Strong interest in machine learning and medical applications, good understanding of scientific papers on machine learning
- Excellent communication skills; experience in animating software development communities, Git workflow
Benefits:
- Subsidized meals
- Partial reimbursement of public transport costs
- Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave
- Possibility of teleworking and flexible organization of working hours
- Professional equipment available (videoconferencing, loan of computer equipment)
- Social, cultural, and sports events and activities
- Access to vocational training
- Social security coverage
Salary:
According to profile, estimated salary range €60,000 - €90,000 per year based on industry standards.
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