Netflix-posted 3 months ago
$170,000 - $720,000/Yr
5,001-10,000 employees

Netflix is one of the world's leading entertainment services, with over 300 million paid memberships in over 190 countries enjoying TV series, films and games across a wide variety of genres and languages. Members can play, pause and resume watching as much as they want, anytime, anywhere, and can change their plans at any time. The Studio Media Algorithms team is at the forefront of innovation to enhance and support the vision of the creators of movies, TV shows and other multimedia work. This team's work is responsible for increasing member value, and driving efficiency of the content creation process, ultimately creating more joy for viewers all over the world. We are looking for a Research Scientist with demonstrated experience in computer vision (CV) and/or related areas such as natural language processing (NLP) or computer graphics (CG) to research and develop core algorithms and models that will be incorporated into the tools used by content creators throughout the production lifecycle, including live action, animation, and games.

  • Design, train/post-train/fine-tune, and evaluate foundational algorithmic solutions with applications in a variety of domains in the VFX, animation, and games space.
  • Develop reusable foundational components and best practices, such as dataset curation, large-scale training, and post-training processes.
  • Work cross-functionally with engineers, scientists, artists, and product leaders to help identify and prioritize strategic research investment opportunities and problem requirements.
  • Expand technical depth and domain expertise into new/adjacent areas as the business needs and the state of technology evolve.
  • Research experience with a successful track record of delivering quality results and/or academic publications in top ML, CV, CG, or NLP venues.
  • Deep familiarity with modern generative model architectures, including diffusion models and/or autoregressive models.
  • Experience with the full stack of model development: data curation, annotation/captioning, distributed training, post-training techniques, and/or robust evaluation.
  • Expertise in designing and training deep learning architectures for media understanding and generation.
  • Deep mathematical skills with knowledge of statistical methods and optimization.
  • Extensive experience with DL frameworks such as Tensorflow or PyTorch.
  • Strong programming skills in languages such as Python, Java, or C++.
  • Great interpersonal skills for collaboration with technical and non-technical partners.
  • Advanced degree in Computer Science or related field.
  • Cutting-edge work on modern generative methods and their building blocks.
  • Expertise in 3D vision and/or graphics.
  • Domain experience in content production, such as live action, games, or animation.
  • Annual salary with the option to choose between salary and stock options.
  • Compensation range for this role is $170,000 - $720,000.
© 2024 Teal Labs, Inc
Privacy PolicyTerms of Service