Machine Learning Engineer for Medical Applications

il y a 20 heures


Villeneuved'Ascq, Hauts-de-France Inria Temps plein
About Us

At Inria, we strive to create a work environment that supports our employees in their personal and professional growth. Our values are based on three main principles: excellence, equity, and diversity. We aim to promote synergies between researchers and industrialists, leading to the transfer of skills and expertise in digital technologies.

Salary Information

We offer a competitive salary according to profile, estimated to be around €63,000 per year, depending on experience. This amount does not include additional benefits such as subsidized meals, partial reimbursement of public transport costs, or seven weeks of annual leave.

About the Job

This position involves working closely with the INRIA-MAGNET team and the Lille Hospital to develop an open-source library for private and decentralized/federated machine learning and data analysis. The goal is to enable multi-centric medical studies across several hospitals. As part of this project, you will interact with the Magnet team and engineers/doctors from the Lille Hospital. Travel may be required for conferences and community building efforts.

Key Responsibilities
  • Developing and extending the existing library for decentralized and privacy-preserving machine learning.
  • Integrating the library into information systems of partner hospitals.
  • Conducting experiments on synthetic and benchmark medical data.
  • Analysing benefits and costs compared to a centralized approach.
  • Publishing open-source code and integrating it into existing libraries.
  • Publishing scientific results in medical and computer science conferences.
Requirements
  • Strong programming skills in languages like Python, C/C++, R, or Bash.
  • A solid understanding of machine learning concepts and their application in medical contexts.
  • Effective communication and teamwork skills.
Benefits and Perks
  • Flexible working hours and remote work options.
  • Access to professional equipment and tools.
  • Opportunities for professional growth and skill development.
  • Social and cultural events.


  • Villeneuve-d'Ascq, Hauts-de-France Inria Temps plein

    Job SummaryWe are seeking a skilled Machine Learning Engineer to join our team at Inria, working on a project with the Lille Hospital to develop an open-source library for private and decentralized machine learning. The successful candidate will consolidate and extend the existing library, integrate it into partner hospitals' information systems, deploy it...


  • Villeneuve-d'Ascq, Hauts-de-France Inria Temps plein

    About the JobWe are seeking a Private Machine Learning Engineer for Medicine to join our team at Inria University of Lille centre. As a key member of our research team, you will play a crucial role in developing open source libraries for private and decentralized machine learning. Your primary responsibility will be to consolidate and extend the existing...


  • Villeneuve-d'Ascq, Hauts-de-France Inria Temps plein

    About the JobInria, 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...


  • Villeneuve-d'Ascq, Hauts-de-France Inria Temps plein

    Job OverviewWe are seeking a highly skilled Machine Learning Engineer for Private and Decentralized Healthcare to join our team at Inria University of Lille. As a key member of our research team, you will be responsible for developing and implementing decentralized machine learning algorithms for medical studies.The ideal candidate will have strong...


  • Villeneuve-d'Ascq, Hauts-de-France Inria Temps plein

    About the ProjectThe DecLearn project is an open-source library developed by the INRIA-MAGNET team in collaboration with the Lille Hospital. The goal of this project is to create a decentralized and privacy-preserving machine learning framework for multi-centric medical studies.As a Private and Federated Machine Learning Specialist, you will play a crucial...


  • Villeneuve-d'Ascq, Hauts-de-France Inria Temps plein

    We 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...


  • Villeneuve-d'Ascq, Hauts-de-France Inria Temps plein

    Job DescriptionWe are seeking an experienced Machine Learning Engineer to join our team. As a key member of the INRIA-MAGNET team, you will work on the development of the open source library DecLearn for private and decentralized/federated machine learning and data analysis. Your primary responsibilities include consolidating and extending the existing...


  • Villeneuve-d'Ascq, Hauts-de-France Inria Temps plein

    We are seeking a highly skilled Federated Machine Learning Specialist to join our research team at Inria University of Lille centre. As a key member of our team, you will play a crucial role in developing open source libraries for private and decentralized machine learning. Your primary responsibility will be to consolidate and extend the existing DecLearn...


  • Villeneuve-d'Ascq, Hauts-de-France Inria Temps plein

    BenefitsThis full-time position offers a competitive salary range of $80,000 - $120,000 depending on experience, subsidized meals, partial reimbursement of public transport costs, 7 weeks of annual leave + 10 extra days off due to RTT, possibility of teleworking and flexible organization of working hours, professional equipment available, social security...


  • Villeneuve-d'Ascq, Hauts-de-France Institut Mines-Télécom Temps plein

    About the PositionWe are seeking a Hybrid Beamforming Engineer to join our team at Institut Mines-Télécom. As an engineer, you will be responsible for designing and implementing hybrid beamforming schemes for sub-THz communication.This is an excellent opportunity to work on cutting-edge technology that has the potential to revolutionize wireless...

  • Modular Robotics Engineer

    il y a 1 semaine


    Villeneuve-d'Ascq, Hauts-de-France Institut Mines-Télécom Temps plein

    Job Description:We are seeking a talented Modular Robotics Engineer to join our team at Institut Mines-Télécom. As a key member of our research group, you will play a critical role in the development of innovative robotic solutions for monitoring water quality and contributing to the design of drones.Company OverviewInstitut Mines-Télécom is a leading...


  • Villeneuve-d'Ascq, Hauts-de-France Inria Temps plein

    Benefits and PerksWe offer a competitive compensation package, including an estimated salary of approximately €60,000 - €80,000 per year, depending on experience. You will also enjoy a range of benefits and perks, such as:Subsidized meals.Partial reimbursement of public transport costs.Leave: 7 weeks of annual leave + 10 extra days off due to RTT...

  • Senior Research Engineer

    il y a 2 semaines


    Villeneuve-d'Ascq, Hauts-de-France Institut Mines-Télécom Temps plein

    Job 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, Hauts-de-France Institut Mines-Télécom Temps plein

    Are 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...

  • Research Engineer

    il y a 7 jours


    Villeneuve-d'Ascq, Hauts-de-France Institut Mines-Télécom Temps plein

    Job OverviewInstitut Mines-Télécom is seeking a talented Research Engineer to join our team in Villeneuve d'Ascq, France. As a key member of our research group, you will contribute to the development of innovative robotic solutions for aquatic drones.This is a 6-month postdoctoral position starting from September 2024. The ideal candidate will have a...


  • Villeneuve-d'Ascq, Hauts-de-France Institut Mines-Télécom Temps plein

    Job SummaryWe are seeking a highly skilled Senior Research Engineer to join our team at IMT Nord Europe. This is an 18-month fixed-term contract position, offering a unique opportunity to contribute to cutting-edge research in sub-THz hybrid beamforming for MU-MIMO systems.About the RoleIn this role, you will be part of the Centre for Digital Systems,...


  • Villeneuve-d'Ascq, Hauts-de-France Institut Mines-Télécom Temps plein

    Discover a challenging opportunity as a Post-Doctoral Researcher at Institut Mines-Télécom, where you will contribute to the development of innovative solutions for next-generation wireless communication systems. This 18-month contract, available immediately, offers a unique chance to work on cutting-edge research in hybrid beamforming for MU-MIMO sub-THz...

  • Research Engineer

    il y a 1 semaine


    Villeneuve-d'Ascq, Hauts-de-France Institut Mines-Télécom Temps plein

    Improve water quality monitoring using robotic solutions at Institut Mines-Télécom.In this 6-month postdoctoral position, you will work on developing innovative software for monitoring water resources and designing drones for aquatic environments. Your research will focus on increasing the TRL of robotic modular solutions for water quality monitoring,...


  • Villeneuve-d'Ascq, Hauts-de-France InPost Temps plein

    About the RoleWe are seeking a highly skilled Software Engineer to join our team at InPost, specializing in the design, implementation, and testing of high-performance microservices using state-of-the-art methods and technologies. The ideal candidate will have a minimum of 5 years of experience in similar positions and working with agile methodologies.

  • Postdoctoral Researcher

    il y a 4 jours


    Villeneuve-d'Ascq, Hauts-de-France Institut Mines-Télécom Temps plein

    Company OverviewInstitut Mines-Télécom, a leading institution in engineering and digital technologies, offers a unique opportunity for a postdoctoral researcher to join its team. With strong ambitions to become a main actor in industrial transitions, the institute provides an exceptional environment for research and innovation.The Centre for Digital...