Tech Stack

Description

As a Senior Machine Learning Engineer at Roblox, you will solve challenging AI/ML problems to empower new experiences for a global community. You will design core components of on-device ML operations, optimize model architecture for efficient deployment across cloud and client devices, and drive cross-functional partnerships.

Requirements

• 2+ years experience in ML models, preferably in image, video, audio or 3D with Python
• Strong understanding of deep learning frameworks: PyTorch, Tensorflow
• Experience shipping ML features in production, including low power devices
• Excellent cross-functional skills partnering with organization leaders
• Knowledge of state-of-the-art deep learning architectures and model optimization techniques

Responsibilities

• Develop and implement state-of-the-art ML models
• Stay up-to-date with latest ML research and apply it to improve model performance
• Establish pipeline for delivering ML models on range of computing devices
• Build cross-functional partnerships on deployment and architecture optimization
• Design and implement primary components of in-experience ML system