Senior / Principal Machine Learning Engineer, Avatar

Company: Roblox
Location: San Mateo
Posted on: May 12, 2022

Job Description:

Every day, tens of millions of people from around the world come to Roblox to play, learn, work, and socialize in immersive digital experiences created by the community. Our vision is to build a platform that enables shared experiences among billions of users. This is what's known as the metaverse: a persistent space where anyone can do just about anything they can imagine, from anywhere in the world and on any device. Join us and you'll usher in a new category of human interaction while solving exceptional challenges that you won't find anywhere else.As a Senior / Principal Machine Learning Engineer, you will use the latest advances in deep learning, computer vision and graphics to empower the creation of immersive experiences on Roblox. You will help us build AI-driven creation tools that dramatically lower the barrier for creating 3D assets on Roblox such as animations, objects and scenes, and make a fundamental impact to how content is created in the future of Metaverse.You Are Experienced in applying deep learning to computer vision or graphics problemsProficient in Python and at least one deep learning library (TensorFlow, PyTorch, MXNet)Familiar with best practices in deployment of ML models to production on the edge or in the cloudSolid with software design skills and the ability to write efficient, readable and reusable research codeYou HaveAn advanced degree in a related field with an emphasis on computer vision, graphics or machine learning, or BS with equivalent industry experience5+ years of experience building deep learning models and optimizing themExperience with deep learning models applied to computer vision and graphics problems such as human pose estimation, 3D reconstruction, and character animationPublications in top-tier machine learning or computer vision conferences (CVPR, ICCV, ICML, NIPS, SIGGRAPH) or equivalent contribution to industry projects.You'll Love: Industry-leading compensation packageExcellent medical, dental, and vision coverageA rewarding 401k programFlexible vacation policyRoflex - Flexible and supportive work policy Roblox Admin badge for your avatarAt Roblox HQ: Free catered lunchesOnsite fitness center and fitness program creditAnnual CalTrain Go Pass

Keywords: Roblox, San Mateo , Senior / Principal Machine Learning Engineer, Avatar, Engineering , San Mateo, California