Applied Research Scientist, Computer Vision

Facebook   •  

New York, NY

Industry: Technology

  •  

5 - 7 years

Posted 20 days ago

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.

MINIMUM QUALIFICATIONS

  • 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.

PREFERRED QUALIFICATIONS

  • 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.