Job Post

Applied Research Scientist, Computer Vision

770 Broadway
New York, NY 10003
We are seeking world-class computer vision experts to join our teams in developing next generation products and platforms doing research and engineering at scale. We're applying cutting-edge computer vision algorithms to a wide range of media understanding challenges at Facebook.   RESPONSIBILITIES
  • Develop novel and accurate computer vision algorithms and systems, leveraging deep learning and machine learning on big data resources.
  • Analyze and improve efficiency, scalability, and stability of various deployed systems.
  • Collaborate with team members from the level of prototyping to the level of production.
    • 5+ years of experience in building, leading and specializing in commercial computer vision projects from the level of researching a prototype to the level of production.
    • Experience in C/C++ and Python rapid programming on Linux OS.
    • Experienced with training deep neural networks for key computer vision tasks such as classification, semantic segmentation, object detection, etc.
    • Experience with one or more deep learning frameworks such as PyTorch, TensorFlow, Caffe2.
    • Software engineering experience with knowledge of the software lifecycle that includes testing, version control and shipping high quality code.
    • PhD/MS with experience in Computer Science with published projects in the fields of machine learning, deep learning and/or computer vision.
      • Candidates with experience developing novel algorithms in the following will be given extra consideration.
      • - Deep adversarial networks, image and video forensics.
      • - Cross domain adaptation for rapid model transfer across domains.
      • - Transfer learning including zero shot learning, attribute learning, and knowledge graphs.
      • - Deep graphical modeling.
      • - Explainability in computer vision and AI such as image and video captioning, and causal reasoning.
      • Experienced with the development of enterprise level AI, machine learning and deep learning platform involving big data management and GPU compute.
        Category: Software Engineering/QA

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