Qualifications & Skills: Extensive experience architecting, building, and operating enterprise-scale data and analytics solutions on AWS or an equivalent public cloud platform, including hands-on implementation across data ingestion, transformation, orchestration, storage, modeling, platform engineering, migration, governance, and related technology domains. Role Specific Expectations and Qualifications: Anticipates internal and external business issues and recommends product, process, or service improvements, including opportunities to modernize cloud data platforms, engineering frameworks, governed data products, semantic layers, and data consumption capabilities.