

Who we are looking for
🎯We’re building agentic systems that do real work in production: tool-using workflows, RAG, structured outputs, guardrails, and measurable quality. If you like shipping and iterating fast - but still care about doing it properly - this is the team.
You’ll work with Solution Architects and LLMOps, but your focus is simple: build the thing, make it reliable, and keep improving it.
Your future role
Agent workflows with LangGraph / LangChain / PydanticAI / CrewAI (routing, retries, fallbacks, timeouts, human-in-the-loop). Tool calling that doesn’t break: APIs, databases, and internal services with clean contracts, predictable behavior, and safe error handling (retries/timeouts, idempotency, rate limiting). Hybrid systems: pre-built agents plus a thin custom orchestration layer (interfaces, policies, guardrails, reuse). MCP integrations: implement MCP servers/clients so models can safely access tools/data (DBs/APIs/files) using least-privilege patterns and audit-friendly logging. RAG + knowledge systems: chunking, embeddings, indexing, retrieval strategies, grounding patterns; vector stacks like Azure AI Search, Pinecone, Redis Vector, Milvus/Chroma; doc ingestion with Azure Document Intelligence. Real use cases: Talk2Data (safe querying + interpretation of enterprise data) Talk2Document (Q&A/summarize/extract/reason over docs with citations/grounding) Evaluation + observability: automated evals (task success, groundedness/relevance, safety, latency, cost), regression suites, and run tracing for debugging using LangSmith / Langfuse / Datadog. Cloud GenAI: Azure OpenAI / Azure AI Foundry + Azure AI Search / Document Intelligence / Content Safety. AWS/GCP equivalents welcome (Bedrock/Vertex AI + search/document pipelines). What we offer
🔎What you bring:
About Deloitte
Deloitte is one of the world's leading professional services firms, providing world-class audit and accounting advisory, tax and legal advisory, risk advisory, and consulting services to clients in more than 150 countries, supported by approximately 334,000 professionals globally.










