Engineer on private and decentralized machine learning for medicine
il y a 4 jours
The activities will include interactions with the members of the Magnet team (researchers and engineers) and with engineers and doctors of the Lille Hospital. The activities can also include travel, e.g., to conferences to demonstrate the developed library and to contribute to the community building effort. Mission confiée
- Consolidate and extend the existing library for decentralized and privacy-preserving machine learning developed in the project
- Integrate these developments to the information systems of partners hospitals to enable decentralized medical studies
- Deploy the library in real-world conditions and experiment on synthetic and (benchmark) medical data, analyzing the benefits and the costs compared to a centralized approach.
- Publish open source code and integrate in existing libraries
- Publish scientific results in medical and computer science conferences
The Declearn project is available at Principales activités
- Implement federated and privacy-preserving algorithms for machine learning
- Identify appropriate multicentric medical studies that fit the decentralized setting
- Experiment with medical partners
- Evaluation of results
- Reporting, disseminating and presenting results
- Programming skills, preferable in Python, C/C++, R, Bash scripting,
- Interest for machine learning and medical applications. Good understanding of scientific papers on machine learning
- Good communication skills; communication and animation of software development communities, git workflow
- 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 (sick children, moving home, etc.)
- Possibility of teleworking and flexible organization of working hours
- Professional equipment available (videoconferencing, loan of computer equipment, etc.)
- Social, cultural and sports events and activities
- Access to vocational training
- Social security coverage
-
Villeneuve-d'Ascq, Hauts-de-France Inria Temps pleinWe are seeking a highly skilled Data Scientist to join our team at Inria University of Lille centre. As a Data Scientist, you will play a key role in the development of the open-source library DecLearn for private and decentralized/federated machine learning and data analysis.Job DescriptionThe successful candidate will be responsible for consolidating and...
-
Engineer Contractor
il y a 4 jours
Villeneuve-d'Ascq, Nord, France Inria Temps pleinA propos du centre ou de la direction fonctionnelle The Inria University of Lille centre, created in 2008, employs 360 people including 305 scientists in 15 research teams. Recognised for its strong involvement in the socio-economic development of the Hauts-De-France region, the Inria University of Lille centre pursues a close relationship with large...
-
Temporary scientific engineer
Il y a 6 mois
Villeneuve-d'Ascq, France INRIA Temps pleinContexte et atouts du poste This engineer position will be supported by the CAPS'UL project. The position will be based in the MAGNET team in Lille, in very close collaboration with the Lille Hospital. The CAPS'UL project objective is to promote digital health culture for current and future healthcare professionals. Part of the project concerns the...
-
Villeneuve-d'Ascq, France INRIA Temps pleinContexte et atouts du poste This engineer position will be supported by the project. While this position will be in the MAGNET team in Lille, we will collaborate with the several European project partners. While AI techniques are becoming ever more powerful, there is a growing concern about potential risks and abuses. As a result, there has been an...
-
Software Development Engineer for EDA Tools
il y a 1 mois
Villeneuve-Loubet, Provence-Alpes-Côte d'Azur, France Codasip Temps pleinJob DescriptionCodasip is seeking a skilled Software Development Engineer for EDA Tools. As a member of our team, you will play a key role in the development of internal tools used for testbench development.Key Responsibilities:Design and implement maintainable, performant, and professional code in Python.Develop new features for internal tools used by every...
-
Villeneuve-d'Ascq, France INRIA Temps pleinContexte et atouts du poste This post-doctoral position will be supported by the project. While this position will be in the MAGNET team in Lille, we will collaborate with the several European project partners. While AI techniques are becoming ever more powerful, there is a growing concern about potential risks and abuses. As a result, there has...
-
Villeneuve-d'Ascq, France INRIA Temps pleinContexte et atouts du poste This PhD student position will be supported by the project. While this position will be in the MAGNET team in Lille, we will collaborate with the several European project partners. While AI techniques are becoming ever more powerful, there is a growing concern about potential risks and abuses. As a result, there has been...
-
Senior Research Engineer
il y a 23 heures
Villeneuve-d'Ascq, Hauts-de-France Institut Mines-Télécom Temps pleinJob Summary:We are seeking a highly skilled Senior Research Engineer to join our team at Institut Mines-Télécom Nord Europe. The successful candidate will be responsible for investigating state-of-the-art hybrid beamforming schemes for sub-THz communication, designing phase-noise-resilient hybrid beamforming schemes, and integrating proposed HB schemes...
-
Villeneuve-d'Ascq, France INRIA Temps pleinContexte et atouts du poste In his/her journey of postdoc, the candidate will be supported by . Debabrota is affiliated with the The candidate is expected to work on understanding impact of different types of constraints and structures on the performance and design of bandit and RL algorithms. The project is expected to simulate the existing and...
-
Villeneuve-d'Ascq, France INRIA Temps pleinContexte et atouts du poste In his/her journey to the doctoral thesis, the candidate will be supported by PEPR project FOUNDRY, and supervised by . Debabrota and Emilie are affiliated with the As RL algorithms are getting deployed in real-life the questions of responsible deployment, such as robustness to noise and perturbation to the feedback...
-
Engineer Position F/m
Il y a 3 mois
Villeneuve-d'Ascq, France Inria Temps pleinLe descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD **Niveau de diplôme exigé **:Bac + 5 ou équivalent **Fonction **:Ingénieur scientifique contractuel **A propos du centre ou de la direction fonctionnelle**: The Inria University of Lille centre, created in 2008, employs 360 people including 305 scientists in 15 research...
-
Software Engineer
il y a 1 mois
Villeneuve-d'Ascq, Hauts-de-France LE CABRH Temps pleinWe are seeking a skilled Software Engineer to join our team and contribute to the development of our web applications. Key responsibilities include designing, implementing, and maintaining our backend systems using a variety of programming languages and frameworks. The ideal candidate will have a solid understanding of computer science fundamentals and a...
-
Chronic Inflammatory Diseases Endotyping Researcher
Il y a 3 mois
Villeneuve-d'Ascq, France Inria Temps pleinLe descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD **Niveau de diplôme exigé **:Thèse ou équivalent **Fonction **:Chercheur contractuel **Niveau d'expérience souhaité **:De 3 à 5 ans **A propos du centre ou de la direction fonctionnelle**: The Inria University of Lille centre, created in 2008, employs 360 people...
-
Villeneuve-d'Ascq, Nord, France Institut Mines-Télécom Temps pleinUnit : Centre for Digital Systems Type of contract and duration : Fixed term contract - 18 months Public establishment belonging to IMT (Institut Mines-Télécom), placed under the supervision of the Ministry of Economy, Finance and Industrial and Digital Sovereignty, IMT Nord Europe has three main objectives: providing our students with ethically...
-
Villeneuve-d'Ascq, Hauts-de-France Institut Mines-Télécom Temps pleinAre you a skilled engineer looking to advance your career in wireless communication systems? We are seeking a highly motivated and experienced Senior RF Engineer to join our team at the Centre for Digital Systems, Institut Mines-Télécom Nord Europe. The ideal candidate will have a strong background in radio frequency (RF) engineering and experience with...
-
Network Engineer
Il y a 6 mois
Villeneuve-d'Ascq, France Mondial Relay Temps pleinCompany Description Mondial Relay, a smile on every street corner! We offer a simple, fast, economical and virtuous parcel shipping and delivery service, through a network of Relay Points and Lockers, creating links between e-merchants, merchants and consumers. Becoming the leader in out-of-home delivery in Europe is the challenge that our 1,400...
-
Research engineer
il y a 16 heures
Villeneuve-d'Ascq, Nord, France Institut Mines-Télécom Temps pleinDiscipline : CERI SN Line Manager : Sylvain LECOMTE Workplace : Villeneuve d'Ascq, France Type of contract and duration : Postdoctoral position for a period of 6 month CONTEXT : Public establishment belonging to IMT (Institut Mines-Télécom), placed under the supervision of the Ministry of Economy, Finance and Industrial and Digital...
-
Research engineer
il y a 4 jours
Villeneuve-d'Ascq, Nord, France Institut Mines-Télécom Temps pleinType of contract and duration : Postdoctoral position for a period of 6 month Public establishment belonging to IMT (Institut Mines-Télécom), placed under the supervision of the Ministry of Economy, Finance and Industrial and Digital Sovereignty, IMT Nord Europe has three main objectives: providing our students with ethically responsible engineering...
-
Postdoctoral position offer: Hybrid Beamforming schemes for downlink
il y a 16 heures
Villeneuve-d'Ascq, Nord, France Institut Mines-Télécom Temps pleinUnit : Centre for Digital Systems Line Manager : Sylvain Lecomte Type of contract and duration : Fixed term contract - 18 months Workplace : Villeneuve d'Ascq CONTEXT : Public establishment belonging to IMT (Institut Mines-Télécom), placed under the supervision of the Ministry of Economy, Finance and Industrial and Digital Sovereignty, IMT...
-
Java Software Engineer
il y a 4 jours
Villeneuve-d'Ascq, Nord, France InPost Temps pleinCompany Description Mondial Relay, a smile on every street corner! We offer a simple, fast, economical and virtuous parcel shipping and delivery service, through a network of Relay Points and Lockers, creating links between e-merchants, merchants and consumers. Becoming the leader in out-of-home delivery in Europe is the challenge that our 1,400 employees...