I gave this talk at the UW Systems, Architecture, & Networking (SANE) retreat in May 2014. I argued that as a community, big data system-builders may be great at building fast systems.. but that these systems DO NOT serve the scientists we work with at the UW eScience Institute. I then provide a few ideas going forward for how to build services for scientists that will enable them to do their own work, thus "serving themselves".