Roblox - San Mateo, CA
posted about 1 month ago
At Roblox, we are on a mission to connect a billion people with optimism and civility through immersive digital experiences. As a Senior / Principal Machine Learning Platform Engineer, you will play a crucial role in building the next generation of Machine Learning (ML) Ecosystem Tooling. This position is pivotal in shaping the future of human interaction by solving unique technical challenges at scale and creating safer, more civil shared experiences for everyone. You will have the opportunity to impact the Roblox platform and the industry by enabling our developers and creators to transition from an ML idea to production in weeks or less. We are looking for accomplished ML and Systems Engineers who are eager to build large-scale ML systems from the ground up. In this role, you will be responsible for developing service APIs for various ML Infrastructure components, including the Serving Layer, Metadata Store, Model Registry, Feature Store, and Pipeline Orchestrator. You will collaborate directly with partner teams to identify opportunities for model optimization and work across organizations to build tooling, interfaces, and visualizations that enhance the ML experience at Roblox. Your contributions will help elevate the state of the Roblox platform and the industry by advancing managed end-to-end ML Pipeline Development and Automation. You will also be part of a team that handles thousands of model experiments daily, supporting various functions such as ranking, recommendations, content moderation, fraud prevention, and studio creative tooling.