Making data more accessible and useful for consumers of data is the purpose of data engineering. In order to accomplish this, ATA engineering requires that it collect, analyze, and transform data from each system. This is any information that, when combined, makes up the knowledge on which engineers can design and manufacture the proposed end-product.