Defining data mappings and complex transformation logic within Mapping Flows Understanding of Linked Services Experience with Databricks in Azure Understanding of using Pyspark and Spark-SQL to perform key activities; Create data frames from a variety of sources Perform transformations, filtering, data cleansing activities Experience writing PowerShell or another comparable scripting language