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Research Engineer: Active On-line Training for Deep Surrogates Job Opening In Saint-Martin-d'Hères – Now Hiring INRIA


Job description

Contexte et atouts du poste

The candidate will join the This work experience will bring you skills from high performance computing up to deep learning that are in high demand.


The city of Grenoble is surrounded by the Alps mountains, offering a high quality of life, and where you can experience all kinds of mountain related outdoors activities and more.

Principales activités

Our team develops Melissa (


The goal of this research engineer position is to:
  • Consolidate the methodology based on diffusion networks, modify Melissa accordingly when needed;

  • Develop extensive benchmarks based on different PDEs (mainly from the APE Benchmark suite);

  • Conduct experiments at scale on supercomputers to compare base approaches (no active learning) with different state-of-the-art active learning algorithms including our solutions;

  • Participate to the redaction of a publication exposing the methodologies and experimental results, including reproducibility artefacts;

  • Consolidate the code to integrate active learning in the main branch of Melissa so it can be distributed to potential users;

  • Participate to the Melissa community (blog writing, training, bug fixing, documentation effort, advising of interns,…).
  • Compétences

    We welcome candidates with a master (or equivalent title) in computer science, experience with parallel programming, distributed data processing, deep learning or numerical solvers.


    Expected technical skills include Linux, Python and some C/C++ programming practice, mastering of development processes is a plus (git, continuous integration, containers, etc.).


    A reasonable level of English is required.


    To apply submit you CV, references, recent marks, and if available your last Intership/Master Thesis manuscript.

    With your application provide any element (github account, code snippets, etc.) that could help us assess you skills beyond your academic record, as well as a few references of persons we can contact to get some feedback on your qualities.

    Avantages

  • 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 (90 days / year) and flexible organization of working hours

  • Social, cultural and sports events and activities

  • Access to vocational training

  • Social security coverage under conditions
  • Rémunération

    From 2,692 € (depending on experience and qualifications).

    Required Skill Profession

    Computer Occupations


    • Job Details

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