Azure Databricks offers organizations the latest versions of Apache Spark and provides powerful cluster management capabilities that allow you to create new clusters in seconds, seamlessly connect with open source libraries, dynamically scale up and down, and share them across teams. This is especialy useful for massive jobs without a need for seperate enviroment.