I got into a thought-provoking conversation on the Digital Humanities Question and Answer site the other day. Columbia University is planning a two-year staff-reskilling program, so that its librarians can “be the consulting arm of [the university’s] re-envisioned Digital Humanities Center.” Columbia’s is hardly the only library—hardly the only academic library, even—needing to reskill some of its existing employee complement in various ways, digital humanities only one possibility of many. Granting the necessity, how do we as a profession do this, and how should we?