Must Have:  5+ years of experience working with ETL, Data Modeling and Data Architecture Expertise in writing and optimizing SQL Experience with Big Data technologies such as HadoopHiveSpark Intermediate Linux skills Experience in managing large data warehouses or data lakes 3+ year of experience with designing and implementing machine learning, data mining, statistics, or graph algorithms in an academic or professional work environment