Related skills
llms rag langchain llamaindex autogenπ Description
- Own one or more layers of our AI system from design through production.
- Design and operate the RAG pipeline, memory architecture, and prompt library.
- Build the action-observe-act execution loop and tool integrations.
- Develop the verification layer with a checker model and confidence scoring.
- Iterate quickly based on real-world failures and production feedback.
- Collaborate with teams to align architecture and tooling.
π― Requirements
- 1-3 years building real systems with LLMs
- Strong software engineering fundamentals; clean, testable code
- Curiosity about how LLMs behave; patterns in success and failure
- Ability to move quickly and iterate from production feedback
- Nice-to-have: vector databases, embeddings, retrieval systems
- Nice-to-have: LangChain, LlamaIndex, AutoGen experience
π Benefits
- Equity eligible
- Health, dental, vision, life, disability insurance
- 401(k) retirement plan
- Paid time off: Unlimited discretionary time off
- Paid holidays: 10 per year
- Paid sick leave: 80 hours per year
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