AI Native SW Engineering
- Location
- London Borough of Islington, England, United Kingdom
programme. Key Responsibilities Architect and govern production‐grade agentic systems at enterprise scale: multi‐agent orchestration across complex environments, RAG pipelines, policy‐based routing, memory management, and programme‐level lifecycle observability Define RAG pipeline standards across engagements: establish chunking and embedding strategies, set quality benchmarks, and ensure metric … AutoGen, or equivalent — at production depth, not tutorial level Direct experience calling LLM APIs (OpenAI, Anthropic, Vertex AI) in production code: provider abstraction, token management, latency and cost tradeoffs RAG pipeline ownership: embeddings, chunking strategy, vector databases, and context engineering LLMOps fundamentals: eval harness design, prompt versioning, and production ...