Design the business data model based on discovered business processes and data analysis Translate business requirements into technical design specifications Develop work estimates for Data Warehouse & Data Lake deliverables Coach and mentor a team of data engineers, analysts and ML Engineers on data architecture and modeling best practices Define the data architecture framework, standards, and principles Define reference architecture Define data flows