You will guide customers in designing advanced cloud-based data architectures, implementing innovative technologies across AWS services (including Amazon RDS, Aurora, Redshift, Athena, EMR, Glue, Kinesis, MSK), partner solutions (Snowflake, Databricks), and open-source frameworks (Spark, Flink, Trino), while adopting the best cloud practices for databases, storage, and analytics services. Help customers define and implement data architectures including data lakes and lakehouses to meet the demands of an agentic future while proving the value of AWS infrastructure to support new distributed computing solutions that often span private cloud and public cloud services.