Strong knowledge of modern data architectures (lakehouse, streaming, ELT/ETL, semantic layers, data products). Ability to design scalable, secure, and cost-effective analytics solutions in multi-tenant, regulated environments. Proficiency in data modeling (dimensional + domain-oriented), data qualit