5+ years of work experience in databusiness analysis, analytics, data visualization, reporting, or data engineering 5+ years of work experience in PythonPySpark for data extraction, transformation, and analysis 5+ years of work experience in querying data using SQL and BI tools 5+ years of work experience in databases and pulling data with table joins 5+ years of work experience with cloud platforms such as IBM Cloud and AWS