A new NSF Ideas Lab Initiative supporting Harnessing the Data Revolution (HDR) describes one or more Ideas Lab(s) on Data-Intensive Research in Science and Engineering (DIRSE) as part of the HDR Institutes activity. These Ideas Labs represent one path of a conceptualization phase aimed at developing Institutes as part of the NSF investment in the HDR Big Idea. Proposals due January 28, 2019.