Role : AI Lead Engineer Location: London, UK Type of Role: Contract Mode of work: 2 Days onsite in Week ( Exp Range 9+) JD: * Design agentic AI architectures using multi‑agent orchestration patterns (planner‑executor, supervisor‑worker, tool‑using agents). * Define reference architectures for enterprise agent platforms integrating LLMs with systems of record (core banking, CRM, risk, payments). * Design audit‑ready agent interactions, tool usage logs, and decision provenance. * Select and standardize frameworks (e.g., LangGraph, Google ADK, MCP, A2A patterns). * Hands‑on expertise with agentic frameworks (orchestrators). * Experience with LLMs, prompt engineering, tool/function calling, memory management. * Exposure to AI quality metrics: task success rate, groundedness, containment, FCR. * Experience on Google Cloud Platform (preferred) or equivalent hyperscale. * Deep understanding of LLMs, generative AI, RAG patterns, vector databases, embeddings, and prompt/guardrail engineering. Desirable skills/knowledge/experience: (As applicable) * Build Production Grade Agentic AI applications and necessarily have navigated through security, governance and performance management of the end to end model. * Strong understanding of regulated financial services environments. * Proven experience implementing AI risk controls, model governance, and auditability. * Strong experience designing end‑to‑end AI/ML architectures, including data ingestion, feature engineering, model training, deployment, and monitoring. * Hands‑on expertise with cloud AI platforms (GCP). * Strong knowledge of LLMOps practices, including CI/CD for models, model registries, feature stores, lineage tracking, and observability. * Experience architecting scalable real‑time, batch, and streaming inference systems with clear performance and reliability requirements. * Familiarity with secure cloud patterns, IAM, VPC design, and data protection. * Work with solution Architect and implement design along with team of engineers to ensure MVP delivered for Customer business banking usecases in onboarding / Credit assist
AI Lead Engineer in London employer: Vallum Associates
As an Electronics Test Engineer at our company, you will be part of a dynamic and innovative team dedicated to pushing the boundaries of technology in a collaborative work environment. We offer competitive benefits, a strong focus on employee development, and opportunities for career advancement, all while being located in a vibrant area that fosters creativity and growth. Join us to make a meaningful impact in the field of electronics testing and enjoy a rewarding career with us.
