Role OverviewThe Creative Technology Research team focuses on solving high-impact technical challenges in filmmaking through the building of foundational video generation models. We operate with the agility of a startup, backed by the immense resources and global reach of Netflix.
What You Will Do
As a Machine Learning Researcher, you will be responsible for integrating groundbreaking research into Netflix's massive global production ecosystem, solving critical technical challenges to ensure Netflix maintains its edge in delivering world-class entertainment through innovative content production tools.
Why It Might Be a Fit
You will 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, and implement efficient distributed training and data loading infra to support training on large-scale clusters.
Requirements
- 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
Benefits
- Health Plans
- Mental Health support
- 401(k) Retirement Plan with employer match
- Stock Option Program
- Disability Programs
- Health Savings and Flexible Spending Accounts
- Family-forming benefits
- Life and Serious Injury Benefits
- Paid leave of absence programs
- Flexible time off
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