Research Scientist
1 month ago
At Huawei Technologies Canada Co., Ltd., we are seeking a highly skilled Researcher to join our team and contribute to the development of cutting-edge generative AI models.
Key Responsibilities:
- Collaborate with a team of experienced researchers to design and implement novel AI algorithms for Embodied AI applications.
- Develop and evaluate state-of-the-art generative AI models, including diffusion models, normalizing flows, and generative flow networks.
- Translate mathematical problem definitions and model specifications into efficient executable code.
- Conduct thorough evaluation and empirical studies using robotic platforms in both simulation and real-world environments.
- Propose high-impact intellectual properties and publish 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 with generative AI, particularly diffusion models, normalizing flows, or generative flow networks.
- Proven research record in AI, with at least one paper as the first author in top-tier machine learning venues, such as NeurIPS, ICML, or ICLR.
- Proficiency in Python programming language, with a focus on clean coding and building experimental settings.
- Experience with mainstream deep learning frameworks, such as PyTorch or TensorFlow.
- Experience with robotic platforms for tasks like object manipulation and navigation is an asset.
- Experience with large-language models and vision-language models is also an asset.
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