Overview In this role you will architect and operationalize production-grade AI systems that transform business processes. You'll translate domain knowledge from business experts into reliable agents, pipelines, and evaluation frameworks. You work closely with cross-functional teams to ensure accuracy, efficiency, and governance of AI solutions in real work. You enable scalable, end-to-end AI capabilities that businesses can trust and adopt, driving measurable impact. Retribuzione / Benefits * competitive salary * broad range of benefits Responsabilità * Decompose business processes into agent-driven workflows and define steps, tools, handoffs, and human-in-the-loop decision points * Design and build retrieval pipelines (chunking, indexing, embedding selection, hybrid search, reranking, grounding) * Treat prompt/context engineering as an engineering discipline with versioning and tests * Build and maintain evaluation layers (golden datasets, automated scoring, model-graded evals, regression tests) * Instrument production systems for observability (traces, token cost, latency,



failure rates, data/model drift) * Own end-to-end quality and diagnose failures by tracing issues to retrieval, reasoning, tool design, or data * Choose and manage model trade-offs between quality, cost, and latency as models evolve * Collaborate with business experts to extract domain logic and turn it into testable artifacts * Take agents to production with infrastructure teams and ensure responsible live behavior Requisiti fondamentali * 5+ years of software development experience * 2+ years with production-ready LLM-based systems * Strong Python skills and standard engineering practices * Experience with async, FastAPI, Pydantic * Hands-on with agent orchestration frameworks (LangGraph, LlamaIndex Workflows, OpenAI Agents SDK, Temporal) * Experience serving models via managed platforms (AWS Bedrock, Azure AI Foundry, Google Vertex AI) or provider APIs * Production vector search experience (

📌 Senior AI Engineer (Milano)
🏢 Msg Global
📍 Milano