AI Engineer / Forward Deployed Engineer — Beyond Agents

Requisitos

• Solid Python backend experience (mid-level: 3+ years
• senior: 5+ years)
• LLM application in production: tool calling, agents, prompt engineering
• LangGraph, LangChain or another agent orchestration framework
• MCP (Model Context Protocol): consuming or building MCP servers
• RAG with vector store (pgvector, Chroma, Pinecone or similar), incl. document chunking and search quality

Desejáveis

• Hybrid search (vector + text), rerank or knowledge graph
• AI guardrails and security (prompt injection, data leakage)
• Kubernetes, Helm and AWS
• on-premises deployment in restricted networks
• OAuth/OIDC and corporate identity providers (Entra ID, Keycloak)
• WhatsApp, Microsoft Teams or Microsoft Graph integrations