Researcher – Generative AI

Job title:

Researcher – Generative AI

Company

Huawei

Job description

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

Expected salary

Location

Montreal, QC

Job date

Sat, 14 Sep 2024 06:35:20 GMT

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