Machine Learning Research Scientist for Robotics - Grenoble, France - NAVER LABS Europe

NAVER LABS Europe

Entreprise vérifiée

Grenoble, France

il y a 2 semaines

Posté par:

Sophie Dupont

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Description

What we do:

The Robot Learning team aims at endowing mobile manipulators with generic learning systems to make them able to perform diverse complex physical tasks in a safe, robust and versatile manner.

Our learning systems are based on multimodal foundation models, allowing multi-level sequential reasoning, continual self-improvement and incorporation of different types of sensors for a large number of everyday environments.

Our activities cover the whole stack from method design to real-world deployment with a focus on the latter. Our research moves out of the lab and into the real world.

The team collaborates closely with other groups at NAVER LABS, including NAVER LABS Korea, and with academic institutions. The team regularly publishes in venues such as NeurIPS, ICLR, ICML, ICRA, IROS.

What we expect (depending on your career stage):
a PhD in robotics or/and machine learning
strong understanding of machine learning, reinforcement learning and statistics
knowledge of theory and practice of robotics, especially (mobile) manipulation, both from classical and machine/reinforcement learning approaches
experience with learning methods based on vision and tactile sensors is a plus
excellent programming skills in Python and PyTorch
experience with distributed deep learning systems
fluency in C++ and robotics frameworks such as ROS is a plus
experience of working with physics-based simulators such as Isaac Sim

a track record of research excellence with your work published in top conferences and journals in the fields of robotics (RSS, ICRA, IROS), machine learning (NeurIPS, ICML, ICLR) or computer vision (CVPR, ICCV, ECCV).

Application instructions

About NAVER LABS

NAVER is the #1 Internet portal in Korea with activities that span a wide range of businesses including search, commerce, content, financial and cloud platforms.

NAVER LABS, co-located in Korea and France, is the organization dedicated to preparing NAVER's future. NAVER LABS Europe is located in a spectacular setting in Grenoble, in the heart of the French Alps.

Scientists at NAVER LABS Europe are empowered to pursue long-term research problems that, if successful, can have significant impact and transform NAVER.

We take our ideas as far as research can to create the best technology of its kind.

Active participation in the academic community and collaborations with world-class public research groups are, among others, important tools to achieve these goals.

Teamwork, focus and persistence are important values for us.

NAVER LABS Europe is an equal opportunity employer.