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Leads a senior engineering organization building a cloud-agnostic data abstraction layer and migrating legacy services onto a unified, ML-integrated data platform. Requires deep distributed systems and real-time pipeline expertise, plus a decade of data or backend engineering and seven-plus years of managing engineers.