Senior Researcher -Embodied AI

Huawei

Job title:

Senior Researcher -Embodied AI

Company

Huawei

Job description

Our team has an immediate permanent opening for a Senior Researcher.Responsibilities:

  • Working closely with a team of experienced researchers to solve real world challenges in the domain of Embodied AI.
  • Developing state-of-the-art approaches for Embodied AI applications. Directions include, but not limited to, generative AI, representation learning, foundation models, reasoning, planning, data generation and augmentation, reinforcement learning, and control.
  • Translating mathematical problem definitions and model/solution specifications into efficient executable code.
  • Conducting evaluation and empirical studies using robotic platforms in both simulation and real-world.
  • Proposing high-impact intellectual properties (e.g., patents), and publishing or contributing to research papers in top-tier AI venues.

What you will bring to the team:

  • M.Sc./ PhD degree in computer science or related fields (Exceptional candidates with Bachelor degree will be considered).
  • Prior experience in sequence analysis and generative AI, in particular vision and language.
  • Proven research record in AI by having at least one paper as the first author in top tier venues, such as NeurIPS, ICML, ICLR, CVPR, ICCV, ECCV, ICRA.
  • Proficiency in Python programming language.
  • Experience with one or more mainstream deep learning frameworks e.g. PyTorch, TensorFlow.
  • Experience in robotics applications, in particular decision making, planning and control.
  • Experience with using large-scale datasets and sensor data.
  • Experience with use of various transformer architectures and diffusion models.
  • Experience with imitation and reinforcement learning algorithms.

Expected salary

Location

Montreal, QC

Job date

Fri, 02 Aug 2024 02:03:01 GMT

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