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Software Engineer for Ai in Digital Healthcare R&d
il y a 3 semaines
Le descriptif de l’offre ci-dessous est en Anglais_
**Type de contrat **:CDD
**Contrat renouvelable **:Oui
**Niveau de diplôme exigé **:Bac + 5 ou équivalent
**Autre diplôme apprécié **:PhD, Post-Doc
**Fonction **:Ingénieur scientifique contractuel
**Niveau d'expérience souhaité **:De 3 à 5 ans
**A propos du centre ou de la direction fonctionnelle**:
The Inria center at Université Côte d'Azur includes 42 research teams and 9 support services. The center’s staff (about 500 people) is made up of scientists of different nationalities, engineers, technicians and administrative staff. The teams are mainly located on the university campuses of Sophia Antipolis and Nice as well as Montpellier, in close collaboration with research and higher education laboratories and establishments (Université Côte d'Azur, CNRS, INRAE, INSERM...), but also with the regional economic players.
With a presence in the fields of computational neuroscience and biology, data science and modeling, software engineering and certification, as well as collaborative robotics, the Inria Centre at Université Côte d'Azur is a major player in terms of scientific excellence through its results and collaborations at both European and international levels.
**Contexte et atouts du poste**:
The EPIONE research team contributes to the development of the digital patient (e-patient) for digital medicine (e-medicine). The e-medicine (or digital medicine) is defined as IT tools applied to the digital patient to assist physicians and surgeons in their medical practice, to evaluate diagnosis/prognosis and to plan, monitor and evaluate therapy.
The Service d'Expérimentation et de Développement (SED) of the Centre Inria d’Université Côte d’Azur leads, coordinates and contributes to Inria development and experimentation activities, working with the scientists on technological actions. The SED from all Inria centers form a network of knowledge and expertise that coordinates to capitalize on the technologies developed in the institute and to develop the hardware and software infrastructures needed for research at Inria.
**Mission confiée**:
This position is attached to the SED team, and will be working in collaboration with the EPIONE research team.
As a developer in a R&D environment, you'll contribute to the development of the core open-source software of Fed-BioMed.
You will be integrated as a member of the Fed-BioMed core development team, working with Agile methodology inspired from Scrum.
Your goals will be:
- The development and the general maintenance of the core library and the life of the project
- The development of the related prototypes and functionalities integrating the technological ideas proposed by the researchers
The position is based in the campus Inria d’Université Côte d’Azur at the heart of Sophia Antipolis technology park.
**Principales activités**:
Your main tasks will be:
- Develop new functionalities, design and implement prototypes
- Review contributions coming from other team members and the community
- Work closely with researchers to convert scientific proof of concepts into production ready code
- Participate to the general maintenance of the framework
- Document the software
- Collaborate with academic, clinical and industrial partners
- Support open source community users
- Join workshops and summits to present and teach the framework
What you will gain in this position:
- Join a project having a positive impact on society, contributing to shape the future of healthcare
- Develop state of the art skills, methods and techniques in software development and machine learning
- Be a player in an open-minded environment
- Join a young, international, motivated and friendly team
**Compétences**:
**Experience and training**:
- Strong training and experience in software engineering
- Knowledge in one or more of the following fields: Data science / Statistics, Machine Learning, Artificial Intelligence, Optimization
- Knowledge in security for machine learning or computer networks is appreciated
- Experience working in team preferably using Agile methodology is appreciated
- Knowledge in DevOps is appreciated, preferably under Linux
- Experience contributing to an open source project is appreciated
- Experience in an R&D environment is a plus
- Knowledge or experience in digital healthcare is a plus
**Skills / know-how**:
- Programming languages: Python and at least one other language
- Database: SQL or noSQL
- One or more of the following tools: version management, continuous integration, test driven development, packaging and deployment (git, github, conda, docker)
- Development in one API services (e.g. RESTful, Websockets, RPC) or message broker (e.g. Kafka) technology is appreciated
- Data processing (e.g numpy, pandas) and data pipelines
- Basic use of Machine Learning libraries (e.g PyTorch, TensorFlow, Jax, scikit-learn)
- Good writing and communication skills, in technica
