Design and implement lakehouse data architectures (preferably Snowflake); build batch and streaming data pipelines (Spark, Kafka, Flink); architect MDM solutions; enable API-driven data access; translate insurance and wealth management data needs into scalable models; ensure data governance, security, and regulatory compliance; drive cloud migration and modernization; provide technical leadership and mentorship.