Senior Machine Learning - Avatar, Core AI

Roblox Roblox · Consumer · San Mateo, CA · Software Engineering

Senior ML Engineer focused on deploying and optimizing Generative AI models for on-device, low-compute environments within Roblox's platform. This role involves developing ML models, establishing deployment pipelines, and optimizing architecture for various computing devices.

What you'd actually do

  1. Develop and implement state-of-the-art ML models
  2. Stay up-to-date with the latest research in ML and related fields, and apply this knowledge to improve the model performance
  3. Establish a pipeline for delivering Roblox ML model on range of computing devices
  4. Build cross-functional partnership on deployment and architecture optimization
  5. Design and implement primary components of the in-experience machine learning system.

Skills

Required

  • machine learning models
  • PyTorch
  • Tensorflow
  • shipping ML features in production environments
  • low powered devices
  • model optimization techniques
  • deep learning network architectures

Nice to have

  • image
  • video
  • audio
  • 3D representations
  • Python

What the JD emphasized

  • shipping ML features in production environments
  • low powered devices
  • model optimization techniques

Other signals

  • on-device ML
  • model optimization
  • Generative AI model deployment
  • low compute cost