Ten (10) years of direct work experience with designing and maintaining data models and structures along with data extraction and preparation processes (SQL, MS Access, etc. Four (4) years of experience working on specific applications such as Qlik, Tableau, Collibra, Spark, Databricks, Apigee, etc....