Earners of this badge have a broad understanding of the data integration subject area and have in-depth knowledge of one or two of the following capabilities: data quality, profiling and cleansing, data transformation, stream systems and batch processing. This person is a practitioner who has hands-on experience extracting, transforming and loading data from disparate sources into a form that is consumable by analytics processes and is actively involved in related projects.