This job might no longer be available.
Deep Learning Software Engineer, Avatar Emotion
2 years ago
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 Deep Learning Engineer on our Avatar Emotion team, you will work on projects that allow for our users to project their digital selves into the Metaverse. Powered by deep learning and computer graphics, you will help us create the core building blocks for self-expression and interactive communication with 3D avatars within Roblox.
You Are:
- Experienced in applying deep learning to problems in 3D graphics, audio, or computer vision
- Knowledgeable of the state of the art in deep learning, with an emphasis on generative modeling and deep learning applied to 3D data
- Proficient in at least one deep learning library (TensorFlow or PyTorch)
- Solid with software design skills and the ability to write efficient, readable and reusable code in Python and C++
You Have:
- 3+ years of experience with one or more of:
- Generative models (GANs, VAEs, diffusion models, autoregressive models)
- Applying deep learning to 3D data (point clouds, meshes, deep implicit functions)
- Unsupervised learning approaches
- Shipped machine learning models in production environments
- Knowledge of algorithms for facial animation and facial reconstruction
- Publications in machine learning or computer vision conferences (CVPR, ICCV, ECCV, ICML, NeurIPS, and SIGGRAPH)
- An advanced degree in a related field with an emphasis on computer vision or machine learning, or BS with equivalent industry experience
You’ll Love:
- Industry-leading compensation package
- Excellent medical, dental, and vision coverage
- A rewarding 401k program
- Flexible vacation policy
- Roflex - Flexible and supportive work policy
- Roblox Admin badge for your avatar
- At Roblox HQ:
- Free catered lunches
- Onsite fitness center and fitness program credit
- Annual CalTrain Go Pass
Create Your Profile — Game companies can contact you with their relevant job openings.