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.
* 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.
Facebook is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, you may contact us at firstname.lastname@example.org.