Creative Tech Researcher 5
Core
Define the next generation of creative technology by integrating research into Netflix's global production ecosystem to solve technical challenges in content production tools.
Role type
Senior Machine Learning Researcher (Video Generation)
Builds
Foundational video generation models for filmmaking and content production
Domain
Entertainment / Generative AI / Video Production
Deliverable
production ML models
Required skills
Deep learning fundamentals (Transformers, Diffusion), Data preparation and curation, Distributed training on large clusters, Model architecture development, Evaluation framework design
Preferred skills
Experience delivering high-impact products or open-source projects
Technologies
Transformers, Diffusion models, Large-scale distributed training clusters
Responsibilities
Develop and optimize model architectures for image and video generation and editing; Prepare and organize data for training large-scale image and video generation models; Implement efficient distributed training and data loading infra to support training on large-scale clusters; Conduct cross-team evaluations to gather feedback and build representative benchmarks to ensure quality across model outputs
