Previous experience working with finance data as a systems analyst or data analyst. Strong SQL skills for data modelling & transformations. Experience with dbt or similar analytics engineering frameworks. Experience integrating data from SAP to Snowflake or similar cloud data platforms. Proficiency in financial data analysis, reporting, and visualization (Power BI, Tableau, or similar). Solid understanding of accounting principles and financial reporting requirements. Experience with Python or DBT for data automation (desirable). Exposure to SAP S4 Hana (desirable). Understanding of SAP Finance modules (FI, CO, AR, AP, GL) (desirable). Hands-on experience with Snowflake, including advanced SQL (desirable).