Computer Vision Researcher
EntourageSearch.com
Montreal, Quebec
21d ago

Computer Vision Researcher

Our client located in Montreal is currently hiring a Computer Vision Researcher with an expertise and the ability to make novel research contributions in computer vision, imaging and machine learning.

You will be a key part of a team that is building breakthrough end-to-end perception stacks for autonomous vehicles. We are looking for candidates that are motivated to solve key imaging and computer vision problems that will enable robust robotics and sensing in adverse scenarios in the wild.

The technology developed at is deployed at scale in vehicles and camera solutions.

We believe at interdisciplinary research and candidates will be working with a diverse team of imaging, computer vision, optimization, physics, and optics experts.

As part of this team we expect novel ideas to be published in major publications from time to time.

  • Develop and evaluate deep learning models in the wild
  • Don't be satisfied with solving toy problems. Solve the real problem in the wild.
  • Build compelling demos and illustrative results.
  • Work closely with an established engineering team
  • REQUIREMENTS

  • Ph.D. or Masters in computer science or engineering, in areas related to computational imaging, machine learning, computer vision.
  • Track record of relevant publications in top-tier conferences and journals (ICCV, CVPR, ICML, SIGGRAPH, NIPS, etc.) and / or significant industry experience working as a member of a camera / vision research team.
  • Desirable Requirements

  • Experience with Deep Learning frameworks, model architecture design, training methodologies, and data management.
  • Experience with digital camera systems (sensors and ISPs).
  • Python programming.
  • Knowledge of cloud-based and GPU heterogeneous compute platforms.
  • Agile development with Git, Bitbucket, pull requests, etc.
  • BENEFITS

    Competitive compensation, benefits and a great environment!

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