Machine Learning Automation Engineer
Core
Build agentic, LLM-powered triage systems and data pipelines to automate test and failure triage workflows for autonomous robots.
Role type
Senior IC Machine Learning Automation Engineer (LLM/Agentic Systems)
Builds
Production ML/DL pipelines, agentic LLM systems, and monitoring tools for autonomous vehicle safety triage
Domain
Autonomous driving / Robotics / Safety Analytics
Deliverable
production ML models
Required skills
Agentic LLM system design, Production pipeline management, CI/CD, Python, RAG, PyTorch, TensorFlow, HuggingFace, Data manipulation, Dashboarding
Preferred skills
Self-correcting models, LLM installation/maintenance, Performance monitoring at scale, Autonomous driving domain knowledge
Technologies
Claude, Gemini, Databricks, AWS, Looker, Dash
Responsibilities
Design and improve ML/DL algorithms for automated test and triage workflows, Build and run agentic LLM systems from prototype to production, Monitor and fix root causes in multiple production pipelines, Build monitoring tools to improve algorithms in production
Seniority
Senior, hands-on IC
