- Responsible for the development and design of data integrations and data ingestion processes for Apple internal and external data.- Collaborate with external partners including communicating requirements, building relationships with our Partners’ key decision makers, and serving as their technical point of contact. - Collaborate with Sales, Analytics, Data Science, other technical teams, and other internal business partners to understand and drive data-related requirements, to deliver the right solutions.- Develop data models and mapping rules to transform raw data into actionable insights and reports.- Collaborate with the analytics and data science teams to understand their requirements and deliver solutions that meet their needs.- Design and implement a semantic layer that integrates analytics data from multiple sources in an efficient and effective manner.- Play an active role in the development and maintenance of user documentation, including data models, mapping rules, and data dictionaries.- Ensure data quality and accuracy by developing data validation and reconciliation processes.