3h ago

Principal Machine Learning Engineer, Engineering Efficiency

San Mateo, CA, United States
full-timeseniorTechnology

Tech Stack

Description

You will architect the reasoning layer for AI agents that navigate a billion-line codebase, optimize AI workload performance and cost, and lead development of new methods in synthetic data generation and agent evaluations. Your work will ensure quality and safety of AI-generated code at planetary scale.

Requirements

  • Expertise beyond off-the-shelf fine-tuning: RLCF and Domain-Specific Distillation
  • Code-specific optimization for Roblox Luau language and internal APIs
  • Architect continuous learning loops from human-corrected diffs

Responsibilities

  • Architect the Reasoning Layer for agent navigation of billion-line codebase
  • Optimize AI infrastructure for performance and cost at scale
  • Lead development of synthetic data generation and agent evaluation methods
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