Data is a critical asset for businesses that helps them successfully plan, strategize and execute a wide range of operations. Therefore, data engineering is critical to the overall enterprise data strategy as it helps create the data analysis system. However, this makes it challenging to implement as data engineers must create a system that can ingest raw data from multiple sources and create relevant insights.