Ability to understand and identify business rules and processes Conduct requirement gathering workshops and engage both technical and non-technical stakeholders Create requirement specifications, analyse requirements, create visual models, help to optimize and understand large amounts of data Assess existing source system data, Review the data in scope for data quality issues to determine complexity of transformation logic, which impacts the amount of time needed to perform tasks Perform deep dive analysis both on source and new data structures to ensure consistency and meeting data requirements. Document and own the data/integration mapping Write business rules and get clarification / confirmation from relevant stakeholders Work with data modellers and help with providing clarifications on the datasets and attribute business logic Determine and facilitate coverage of all internal dependencies for various data products Experience in using tools like JIRA and Confluence