Researcher Embodied AI Specialist

2 months ago

Montreal, Quebec, Canada Huawei Technologies Canada Co., Ltd. Full time
About the Role

We are seeking a highly skilled Researcher to join our Embodied AI team at Huawei Technologies Canada Co., Ltd.

Key Responsibilities:

  • Collaborate with a team of experienced researchers to develop innovative solutions for real-world challenges in Embodied AI.
  • Design and implement state-of-the-art approaches for Embodied AI applications, including generative AI, representation learning, foundation models, reasoning, planning, data generation and augmentation, reinforcement learning, and low-level control.
  • Translate mathematical problem definitions and model/solution specifications into efficient executable code.
  • Conduct thorough evaluation and empirical studies using robotic platforms in both simulation and real-world environments.
  • Develop and propose high-impact intellectual properties (e.g., patents) and publish or contribute to research papers in top-tier AI venues.

Requirements:

  • M.Sc./Ph.D. degree in Computer Science or related fields (Exceptional candidates with a Bachelor's degree will be considered).
  • Prior experience in sequence analysis and generative AI, particularly in vision and language.
  • A proven research record in AI, with 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, particularly decision-making, planning, and control, or experience with real robots and ROS is an asset.
  • Experience with using large-scale datasets and sensor data, or with the use of various transformer architectures and diffusion models is an asset.
  • Experience with imitation and reinforcement learning algorithms is an asset.

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