Strong proficiency in SQL, hands-on programming experience in Python, and experience with data query paradigms including SQL and NoSQL; Practical experience with data modeling, data integration/ETL processes, and interoperability across multiple business systems, including data migration and mapping complex relational data between systems. Need to have Modern tooling expectations for this role include: Python programming for data engineering, orchestration, automation, and developer productivity, GitHub Copilot for assisted development, subject to firm approval, policy, and applicable control requirements and Claude Code for assisted development, subject to firm approval, policy, and applicable control requirements.