Senior / Principal Machine Learning Engineer, Avatar
Company: Roblox
Location: San Mateo
Posted on: May 12, 2022
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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
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