Evolving the ML Platform Organisation at Netflix - A Case Study

Explore the evolution of Netflix's Machine Learning Platform organization in this 29-minute conference talk from YOW! 2021. Learn how Julie Amundson, former Machine Learning Infrastructure Team Leader at Netflix, navigated the challenges of structuring ML teams. Gain insights into key factors influencing organizational structure, including ML practitioner specialties, diverse use cases, data responsibility, production ownership models, and platform positioning. Discover valuable lessons applicable to your own ML team development and organizational strategies. Enhance your understanding of ML platform management and team structuring in a real-world context.

Evolving the ML Platform Organisation at Netflix: A Case Study • Julie Amundson • YOW! 2021