Roblox is looking to solve the problem of empowering its community to bring any experience they can imagine to life, by building the tools and platform that enable this, and connecting a billion people with optimism and civility.
Requirements
- 4+ years experience in developing machine learning models, preferably in image, video, audio or 3D representations with C++ and Python
- A strong understanding of deep learning frameworks including PyTorch and Tensorflow
- Experience in shipping ML features in production environments, including low powered devices
- Knowledge in state-of-the-art deep learning network architectures and primitives
- Experience with model optimization techniques
Responsibilities
- Develop and implement state-of-the-art ML models
- Stay up-to-date with the latest research in ML and related fields, and apply this knowledge to improve the model performance
- Establish a pipeline for delivering Roblox ML model on range of computing devices
- Build cross-functional partnership on deployment and architecture optimization
- Design and implement primary components of the in-experience machine learning system
Other
- Excellent cross-functional skills, partnering with organization leaders, driving to a conclusion
- 4+ years experience
- Equal employment opportunities to all employees and applicants for employment
- Reasonable accommodations for all candidates during the interview process
- Onsite presence required Tuesday, Wednesday, and Thursday, with optional presence on Monday and Friday
