Senior Machine Learning; Avatar, Core AI

Requirements

• 2+ years experience in developing machine learning models, preferably in image, video, audio or 3D representations with Python
• A strong understanding of deep learning frameworks including PyTorch and Tensorflow
• Experience in shipping ML features in production environments, including low powered devices
• Excellent cross‑functional skills, partnering with organization leaders, driving to a conclusion
• Knowledge in state‑of‑the‑art deep learning network architectures and primitives
• Experience with model optimization techniques

• As a Senior Machine Learning Engineer, you will work on challenging problems leveraging state‑of‑art AI/ML to empower a new generation of Roblox experiences for our growing community of user
• We are looking for senior AI/ML engineers to lead the vision of low compute cost, in‑experience machine learning at Roblox, taking leads on designing core components of on‑device ML operations
• We are designing a system for advancing model architecture, enabling more efficient deployment to cloud and client, while delivering on complex operations including Generative AI model deployment
• The engineer will be driving the architecture optimization across a large range of compute devices, making efficient use of available compute resources. Join us in our exciting journey!
• 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