Creative Tech Researcher 4
Core
Develop and optimize foundational video generation models to solve high-impact technical challenges in filmmaking and integrate research into Netflix's global production ecosystem.
Role type
Senior Machine Learning Researcher (Video Generation)
Builds
Foundational image and video generation and editing models
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 design, Evaluation framework development
Preferred skills
Experience delivering high-impact products, Open-source contributions
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
Seniority
Senior, hands-on IC
