Steven Finkelstein datageneralist

Role	Summary	Key Phrases	Primary Software	Secondary Software
Data Engineer	They design, develop, support, and connect systems that store or report data. Data engineers get the data to you in a clean format before any analysis can be done. You want a perfectionist in this role; otherwise, the data might end up dirty.	Data modeling ETL Data warehouse Data pipelines	Excel, Python, SQL, NoSQL, Oracle, SAP, Teradata, MongoDB, Business Objects, AWS, Azure, GCP	JavaScript, Java, C/C++
Business Intelligence Engineer	BI engineers are data engineers who are slightly weaker at programming but more adept at gathering business requirements. They design, develop, document, and manage scalable solutions for new and ongoing metrics, reports, analyses, and dashboards to support business needs.	Requirements gathering Reports, metrics, dashboards Data warehouse ETL Databases	Excel, Python, SQL, NoSQL, Oracle, SAP, Teradata, MongoDB, Business Objects, AWS, Azure, GCP	C/C++, Hive, Spark, Hadoop, Pig