Design and build scalable data pipelines and ETL processes from internal and external sources. Improve data architecture performance, security, and maintainability (dbt, singer-taps, reverse ETL). Collaborate with analysts and product teams to build AI agents and self-serve analytics platform; participate in code reviews and design discussions.