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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