AI Architect - #2131126
Vallum Associates
Date: 3 weeks ago
City: London
Salary:
£530
-
£600
/ day
Contract type: Contractor
Work schedule: Full day
Role: AI Architect
Location: London, UK
(Exp Range 12+)
Type of work: Contract
Mode of work: Hybrid 2 days Onsite in week
JD:
Essential skills/knowledge/experience:
- 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).
- 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:
- Build Production Grade Agentic AI applications and necessarily have navigated through security, governance and performance management of the end to end model.
- Hands-on expertise on MLOps / AgentOps, CI/CD, and observability.
- Strong understanding of regulated financial services environments.
- Proven experience implementing AI risk controls, model governance, and auditability.
- Ensure alignment with FCA, PRA, data privacy, model risk management, and LBG internal policies.
- Knowledge of banking processes: retail banking, lending, payments, compliance.
- 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.
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