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Data Migration Engineer on Citation Group's data team, building and running ETL/ELT pipelines for live migrations between operational systems (Salesforce, Chargebee, Dynamics). Day to day: data profiling, source-to-target mapping, reconciliation, cutover support — primarily with SQL and Python.
Senior AI architect at The Citation Group (UK), reporting to the Chief AI Officer, who owns AI architecture standards across the business: setting design patterns (RAG, agents, guardrails), frameworks for choosing closed vs open-weight models, token-cost governance, data readiness, security/compliance and responsible AI for AWS-based production AI systems serving HR and compliance services.
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