Researcher- Embodied AI
Montreal, Quebec, Canada
Huawei Technologies Canada Co., Ltd.
Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices.Our team has an immediate 12-month contract opening for a 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 low-level 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
Requirements
What you'll 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, or experience with real robot and ROS is an asset
- Experience with using large-scale datasets and sensor data, or with use of various transformer architectures and diffusion models is an asset
- Experience with imitation and reinforcement learning algorithms is an asset
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
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Categories:
Deep Learning Jobs
Research Jobs
Tags: Architecture Computer Science Deep Learning Diffusion models Generative AI ICLR ICML NeurIPS PhD Python PyTorch Reinforcement Learning Research Robotics TensorFlow
Region:
North America
Country:
Canada
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