Design and maintain data collection infrastructure and resilient pipelines, troubleshoot and resolve data defects, implement maintenance strategies, support BI/warehousing/reporting, build reports and visualizations, and collect/extract/clean data end-to-end, including real-time streaming and performance tuning.