Full Stack Engineer, AI
Core
Designing and building end-to-end AI systems that power developer documentation, conversational search, and agent-ready API specifications.
Role type
Senior Full Stack Engineer (AI Systems)
Builds
Production AI features for developer hubs, including self-writing docs, conversational answer layers, and structured API specs.
Domain
Developer Experience (DX), AI/LLMs, API Documentation
Deliverable
production ML models | product features
Required skills
LLMs in production, JavaScript/TypeScript, Python, Embeddings and retrieval (RAG), Prompt engineering, System architecture, Observability, API design (OpenAPI/JSON)
Preferred skills
Structured outputs, Evaluation frameworks, Handling messy data/edge cases, Deterministic vs generative tradeoffs
Technologies
LLMs, Embeddings, RAG, OpenAPI, JSON, JavaScript, TypeScript, Python
Responsibilities
Design end-to-end AI systems combining LLMs and retrieval pipelines; Build grounding layers for docs and specs; Define evaluation systems for accuracy and latency; Handle real-world complexity like malformed specs; Make architectural tradeoffs between latency, cost, and quality; Own production reliability and fallbacks; Work across backend pipelines and UI surfaces.
Seniority
Senior, hands-on IC
