AI Engineer / Forward Deployed Engineer — Beyond Agents
Core
Build and deploy AI agents that operate within client business workflows via channels like WhatsApp, Teams, and custom interfaces.
Role type
Senior IC AI Engineer (Forward Deployed)
Builds
Multi-tenant AI agent platform and custom agent solutions for enterprise clients
Domain
Enterprise AI / Agentic Workflows / RAG
Deliverable
production ML models
Required skills
Python backend, LLM application (tool calling, agents, prompt engineering), LangGraph/LangChain, MCP (Model Context Protocol), RAG with vector databases, automated LLM evaluation, code agents, REST APIs, Postgres, Docker, cloud deployment
Preferred skills
Hybrid search, knowledge graphs, AI guardrails, Kubernetes, OAuth/OIDC, Microsoft Graph, forward deployed engineer experience
Technologies
Python, LangGraph, LangChain, MCP, pgvector, Chroma, Pinecone, FastAPI, Postgres, Docker, AWS, Kubernetes, Anthropic, OpenAI, AWS Bedrock, Claude Code, Cursor
Responsibilities
Develop platform features (API, database, UI) and reusable tool packages; Design and configure AI agents with prompts, tools, and knowledge bases; Deploy and integrate solutions in client environments; Act as technical reference for clients and feed field learnings back to the product
Seniority
Senior, hands-on IC
