Software Development Engineer for Causal Machine Learning and Data Science

il y a 3 jours


Montpellier, Occitanie, France Inria Temps plein
About the Role

We are seeking a highly skilled Software Development Engineer to join our team at Inria, a leading research institute in digital science and technology. As a key member of our team, you will play a crucial role in developing and maintaining software platforms for causal machine learning and data science applications.

Key Responsibilities
  • Develop and consolidate Traumabase data to create a unified dataset for statistical analysis and AI algorithm development.
  • Enhance and extend existing causal machine learning algorithms to address specific application frameworks.
  • Generalize the implementation of these algorithms to create a scalable and maintainable solution.
  • Document predictive models and data formalization for easy understanding and reuse.
  • Implement a proof of concept for federated learning with academic and industrial collaborators.
Frontend Development

You will also be responsible for developing the TRAUMATRIX frontend, which will involve:

  • Evolution and maintenance of a web application for real-time patient regulation and predictive model display.
  • Creation of an interactive dashboard for clinicians to visualize data from each center.
  • Development of cross-platform mobile applications interacting with the backend via APIs.
Main Activities

You will work 100% of your time on software development, using agile methodologies such as Scrum or simplified agile. Your work will be conducted in a multidisciplinary team, requiring strong communication and collaboration skills.

Benefits and Remuneration
  • Partial reimbursement of public transport costs.
  • 7 weeks of annual leave + 10 extra days off due to RTT + possibility of exceptional leave.
  • Possibility of teleworking and flexible organization of working hours.
  • Professional equipment available.
  • Access to vocational training.
  • Contribution to mutual insurance (subject to conditions).
  • From 2692 € gross monthly (according to degree and experience).
About Inria

Inria is the French national research institute dedicated to digital science and technology. We employ 2,600 people and have 200 agile project teams, including over 3,500 scientists and engineers working on digital technology challenges. Our institute also employs numerous talents in over forty different professions, with 900 research support staff contributing to the preparation and development of scientific and entrepreneurial projects with a worldwide impact.



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