Senior Software Engineer, ML Infra

Roblox Roblox · Consumer · San Mateo, CA · Engineering

Senior Software Engineer, ML Infra at Roblox, focusing on advancing large-scale AI systems for text safety. The role involves building intelligent tools for curating training and evaluation data, refining model performance for risk mitigation, and establishing best practices for safety AI. Requires experience in designing, building, and deploying ML systems, with a focus on data and systems orientation, collaboration, and impact.

What you'd actually do

  1. Design, build, and own critical components of the AI based text safety components, with a focus on usability, reliability, scalability, and performance.
  2. Implement robust AI service to ensure text quality on all Roblox properties (Avatar, Game Description etc.).
  3. Advance our AI systems infrastructure by developing strong frameworks and APIs to support the text filtering needs for hundreds of clients in Roblox.
  4. Partner with cross-functional teams of engineers, product managers, policy experts, and safety specialists to to deliver scalable data and AI solutions to power next-generation safety systems.
  5. Develop text safety quality metrics and eval tooling to support the continued quality iteration over time.

Skills

Required

  • Designing, building, and deploying large-scale machine learning systems in production environments
  • Data & System Oriented
  • Collaborative
  • Curious & Creative
  • Impact Driven

Nice to have

  • fine-tuning VLMs, LLMs, or large multimodal models to improve model quality, safety, and performance

What the JD emphasized

  • 5+ years of experience designing, building, and deploying large-scale machine learning systems in production environments.

Other signals

  • Advancing large-scale AI systems for text safety
  • Building intelligent tools to curate training and evaluation data
  • Refining and enhancing model performance for proactive detection and mitigation of safety risks
  • Establishing best practices and technical standards for safety AI