7+ years of experience in data management working as a data architect with a good foundation of experience in data modeling/data structures (star schemas, OLAP cubes, etc.)
7+ years of experience in Data Analysis, Information Management and Business Intelligence
5+ years of advance knowledge of designing & working with multi-dimensional data modeling, i.e., entity relationships, star/snowflake schemas, hierarchies, attributes, measures, granularity/aggregation