Forward Deployed AI Engineer
Core
Build and deploy production-grade multi-agent platforms, real-time context retrieval systems, and LLM evaluation architectures for complex enterprise clients.
Role type
Senior Forward Deployed AI Engineer (Data Platform & Agents)
Builds
Production multi-agent systems, RAG layers, and data interfaces for enterprise data estates
Domain
Enterprise AI, Data Engineering, Agentic Systems
Deliverable
production ML models | product features
Required skills
Multi-agent system architecture, Model Context Protocol (MCP), Lakehouse engineering (Databricks, PySpark, Delta Lake), LLM evaluation frameworks, Vector search, SQL, Python
Preferred skills
Experience with LangGraph, AutoGen, or CrewAI, Statistical methods for model uncertainty, Client-facing consultative experience
Technologies
Databricks, PySpark, Delta Lake, Unity Catalog, Anthropic Claude, LangGraph, AutoGen, CrewAI, MCP
Responsibilities
Architect custom data interfaces and tool servers using MCP for autonomous AI agents; Build high-performance data pipelines and hybrid RAG layers over Lakehouse environments; Lead architecture reviews and ship zero-to-one production PoCs with client teams; Implement robust evaluation frameworks and observability pipelines for agent behavior; Collaborate with security teams to enforce strict access controls and data isolation
Seniority
Senior, hands-on IC
