Ravenna builds production systems that integrate large language models with proven ML techniques. The AI Engineer works across the full stack, from prompt pipelines to retrieval systems, with strong engineering fundamentals.
Responsibilities
- ▹Design and build production LLM-powered systems
- ▹Develop prompt pipelines, tool integration, structured outputs
- ▹Build evaluation and experimentation frameworks
- ▹Design and optimize retrieval pipelines (vector search, chunking)
- ▹Build backend infrastructure and product features
Requirements
- ▹5+ years of experience building production systems
- ▹Experience with LLM-powered systems in production
- ▹Evaluation mindset and dataset design experience
- ▹Experience with retrieval augmented generation (RAG)
- ▹Writes clean, well-tested code
Soft skills
Systems-thinking mindsetCuriosity about how AI systems workCollaboration with product and design
About the company
Ravenna combines large language models with proven machine learning techniques to build modern, intelligent product experiences.
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