In a world in which decision-makers increasingly want numbers to base or back their decisions, how can user researchers take a larger role in partnership with data-science? In this talk, Jenny and Will discuss aspects of data-science workflow, identify commonalities between the two disciplines and present a taxonomy of the constraints standing in the middle of fruitful collaboration. We hope to gear attendees with concrete strategies on how to tackle these situations and maximize the overall value of research.