kimball methodology , snowflake , semantic modeling , Data Warehousing Concepts, Sql, Data Profiling, Cloud Technology, Microsoft Office Suite, data model evolution, data modeling best practices, distributed data architecture, dimensional design, schema refactoring, Erwin Data Modeler, Data Analysis, Agile development methodology, stakeholder alignment, column deprecation, Normalization