Supports ETF market-making by configuring and validating trading logic, onboarding products, managing venue and market-data dependencies, and analyzing production trading and execution data. Builds execution-quality metrics, identifies configuration and data-quality issues, automates validation and monitoring, supports testing and deployments, and develops productivity tools. Partners with traders and technology teams to improve workflows, controls, and trading strategies.

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.