2 месяца назад
Software Development Engineer in Test (Machine Learning)
15 000 - 18 750$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Software Development Engineer in Test (Machine Learning): Building agentic, LLM-powered triage systems and data pipelines to analyze robot failures on the road with an accent on ML/DL algorithms and productionization. Focus on designing autonomous triage workflows, managing large-scale production pipelines on AWS/Databricks, and integrating RAG and LLMs for system behavior analysis.
Location: Hybrid in Foster City, CA
Salary: $180,000 – $225,000 per year (Base)
Company
Zoox is developing autonomous vehicle technology to transform urban transportation.
What you will do
- Design and optimize ML/DL algorithms to automate test and triage workflows using large-scale data.
- Build and deploy agentic LLM systems (e.g., Claude, Gemini) from prototype to production.
- Manage and monitor multiple production pipelines on platforms like Databricks and AWS.
- Collaborate with data science, ML, autonomous drive planning, and QA stakeholders to refine system behavior analysis.
- Develop monitoring tools to iteratively improve algorithms based on production data.
Requirements
- PhD or Master's in a STEM field with 4+ years of experience in Triage, Performance Analytics, ML, NLP, or deep learning.
- Strong Python proficiency and productionization/CI/CD experience for medium to large projects.
- Hands-on experience with RAG, PyTorch, TensorFlow, or HuggingFace.
- Professional experience building agentic LLM systems with large datasets.
- Experience operating production pipelines on AWS and Databricks, including troubleshooting production issues.
- Must be based in or able to work hybrid in Foster City, CA
Nice to have
- Experience with self-correcting models or installation and maintenance of LLMs.
- Proficiency with data visualization tools such as Looker, Dash, or Databricks Dashboards.
- Background in autonomous driving, robotics, or large-scale performance monitoring.
Culture & Benefits
- Comprehensive health, long-term, and short-term disability and life insurance.
- Paid time off, including sick leave, vacation, and bereavement.
- Equity package consisting of Amazon RSUs and Zoox Stock Appreciation Rights.
- Possibility of a sign-on bonus.
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