Senior Machine Learning - Avatar, Core AI

Senior ML engineer leading low-compute-cost, in-experience machine learning at Roblox — designing core components of on-device ML operations and optimizing generative AI model deployment across cloud and a wide range of client devices.

$195,780 – $242,100 / yr

Location

San Mateo, CA

Hybrid

Seniority

Senior

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What you'll do

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

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