Senior AI Engineer
Core
Building production AI features (LLM applications, agent loops, RAG) for Collibra's enterprise governance platform used by global enterprises and government agencies.
Role type
Senior IC AI Engineer (Production Systems & Agentic AI)
Builds
Streaming AI responses, agent loops with checkpointing, and governed AI features shipped into the Collibra SaaS product.
Domain
Enterprise Data Governance + Generative AI (LLMs, RAG, Agentic Workflows)
Deliverable
production ML models | product features
Required skills
Python (Pydantic v2), LLM application development, RAG (hybrid search, rank fusion), agent-loop frameworks (LangGraph), tool-calling orchestration, stateless service architecture, SQL, vector/graph databases, observability, production system scaling
Preferred skills
MLOps, agent evaluation frameworks, sandboxed code execution, human-in-the-loop design
Technologies
LangChain, LangGraph, Pydantic, MCP, vector databases, time-series databases
Responsibilities
Build and instrument AI/ML models for live production; develop agent harnesses with tool permissioning and checkpointing; optimize retrieval strategies; mentor engineers on AI platform evolution; ensure observability and treat silent failures as bugs.
Seniority
Senior, hands-on IC
