Creative Tech Researcher 4

Netflix Netflix · Big Tech · Los Angeles, CA +1 · Data & Insights

Machine Learning Researcher to define the next generation of creative technology by integrating groundbreaking research into Netflix's production ecosystem, focusing on foundational video generation models, data strategy, large-scale training, and evaluation frameworks.

What you'd actually do

  1. Develop and optimize model architectures for image and video generation and editing.
  2. Prepare and organize data for training large-scale image and video generation models.
  3. Implement efficient distributed training and data loading infra to support training on large-scale clusters.
  4. Conduct cross-team evaluations to gather feedback and build representative benchmarks to ensure quality across model outputs.

Skills

Required

  • Deep understanding of fundamentals in deep learning, such as Transformers, Diffusion, etc.
  • Skilled in data preparation and curation.
  • Proven experience in training and inferring large-scale models distributively on large clusters.
  • Ability to operate in a fast-paced, innovative culture while focusing on high-visibility problems.

Nice to have

  • Experience in delivering high-impact products or open-source projects.

What the JD emphasized

  • foundational video generation models
  • critical technical challenges
  • image and video generation and editing
  • data for training large-scale image and video generation models
  • training and inferring large-scale models distributively on large clusters

Other signals

  • foundational video generation models
  • groundbreaking research into Netflix's massive global production ecosystem
  • solve critical technical challenges