Towards a knowledge driven framework for bridging the gap between software and data engineering.

•Suite of ontologies to model information exchange in combined software and data engineering.•Ontologies deployed in web-scale, data-intensive, system development environments in both the commercial and academic domains.•Rigorous design-oriented and user-driven evaluation of the ontologies.