Build and maintain reporting systems and SQL-based data pipelines for trading operations. Create dashboards and performance benchmarks, analyze transaction costs and slippage, ensure data integrity, monitor anomalies, and collaborate with traders, sales, engineers, and researchers to define and document reporting needs and system configurations.