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.
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 with generative AI, in particular diffusion models, normalizing flows, or generative flow networks
- Proven research record in AI by having at least one paper as the first author in top tier machine learning venues, such as NeurIPS, ICML, ICLR
- Proficiency in Python programming language with emphasis on clean coding and building experimental settings
- Experience with one or more mainstream deep learning frameworks e.g. PyTorch, TensorFlow
- Experience in robotic platforms for tasks, such as object manipulation and navigation tasks is an asset
- Experience with large-language models and vision-language models is an asset
- Experience with use of various transformer architectures and diffusion models
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