3+ years of industry experience in software development, data engineering, business intelligence, data science, or related field with a track record of manipulating, processing, and extracting value from large datasets Experience with data modeling, data warehousing, and building ETL pipelines Experience and advanced knowledge of SQL Experience using big data technologies (Hadoop, Hive, Hbase, Spark, EMR, etc