Research Engineer

Il y a 7 mois

MontbonnotSaintMartin, France Inria Temps plein

Le descriptif de l’offre ci-dessous est en Anglais_

**Type de contrat **:CDD**Niveau de diplôme exigé **:Bac + 3 ou équivalent**Fonction **:Ingénieur scientifique contractuel**Niveau d'expérience souhaité **:De 3 à 5 ansA propos du centre ou de la direction fonctionnelle

The Inria Grenoble research center groups together almost 600 people in 23 research teams and 7 research support departments.

Staff is present on three campuses in Grenoble, in close collaboration with other research and higher education institutions (University Grenoble Alpes, CNRS, CEA, INRAE,), but also with key economic players in the area.

Inria Grenoble is active in the fields of high-performance computing, verification and embedded systems, modeling of the environment at multiple levels, and data science and artificial intelligence. The center is a top-level scientific institute with an extensive network of international collaborations in Europe and the rest of the world.

Contexte et atouts du poste

**General information**

The research engineer will be part of the Thoth team, which is specialized in
computer vision and machine learning, and will be supervised by Julien Mairal.
Thoth is one of the most recognized European research team in machine learning
and computer vision, participate to several European projects (including ERCs),
and has many international academic collaborations (CMU, Berkeley), and
industrial ones (Facebook, Criteo, Valeo, Google, Naver Labs).

**Location**:
The research engineers will work at the Inria Grenoble research center near
Grenoble. The unit includes more than 600 people, within 26 research teams and
10 support services. Grenoble is a lively city which hosts many foreign
students and researchers. Located in the heart of the French Alps its direct
surroundings offer great outdoor recreation including skiing, cycling, and
hiking. Grenoble is well-connected to Lyon and Geneva airports and Paris can be
reached from Grenoble in 3h by train.

Mission confiée

This position will imply improving the implemention, design and features of a library called Cyanure. It is an open-source C++ software package with a Python 3 interface. The goal of Cyanure is to provide state-of-the-art solvers for learning linear models, based on stochastic variance-reduced stochastic optimization with cceleration mechanisms and Quasi-Newton principles

Principales activités
- Maintain the CPU version of the framework -> Update CI and code depending on the dependencies upgrades- Fix newly identified bugs. Continuously monitor for newly identified bugs,
- both internally discovered and reported by users.
- Implement some of the solvers on GPU with a focus on the memory footprint
- Create the user documentation for the GPU version.
- Test the non regression between the CPU and GPU implementation
- Benchmark the GPU version regarding the CPU version and open source solvers.
- Contribute to open source benchmarking frameworks if necessary.
- Integrate the GPU solvers to the base Cyanure implementation

As a research engineer, you are also expected to maintain the team cluster from a hardware and software perspective. And being the interface between the DSI and the team.

Compétences

Python. (S)he should also have a good background in computer science,
understand mathematics, and be interested in statistical machine learning.
Previous experience with deep learning libraries (PyTorch) will be important.

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
- Professional equipment available (videoconferencing, loan of computer equipment, etc.)
- 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).

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