active · Approximate location
Machine Learning Automation Engineer
full timeFoster City, CA
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AT A GLANCE
Technology4+ years experienceFull Time
Required
- 4+ years experience
Within the System Behavior Analysis (SBA) organization, the Behavioral Automated Triage (BAT) team builds the ML, deep learning, and data pipelines that help Zoox understand and triage failures our robots encounter on the road. You will build agentic, LLM-powered triage systems a
About the role
Within the System Behavior Analysis (SBA) organization, the Behavioral Automated Triage (BAT) team builds the ML, deep learning, and data pipelines that help Zoox understand and triage failures our robots encounter on the road. You will build agentic, LLM-powered triage systems and run them in production, keeping pipelines healthy that teams across Zoox use daily, while working closely with stakeholders across safety, planning, and quality assurance.
Requirements
- PhD or Master's in a STEM field and 4+ years in Triage, Performance Analytics, for fortune 500 including infrastructure as code, ML, NLP, or deep learning.
- Strong productionization, CI/CD experience for medium to large projects Python,, with a solid grasp of dashboards, eval, algorithms and data manipulation.
- Experience with RAG, PyTorch, TensorFlow, or HuggingFace
- Has built or managed agentic LLM systems (Claude or Gemini) in a professional setting with large dataset to satisfy multiple stakeholders.
- Has run multiple production pipelines on platforms like Databricks and AWS, including fixing production issues.
- Experience with self correcting models, installation and maintenance of LLMs, data visualization tools like Looker/Dash/Databricks Dashboards
- Experience in Performance Monitoring at Scale, Support environments, autonomous driving, robotics.
- Strong verbal and written communication skills
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