Project management as a discipline has been around for decades within such fields as business and manufacturing, however, the library profession has seen slower adoption, along with apparent gaps in training support. In 2018, an American Library Association project team surveyed library professionals regarding their experiences with project management in their organizations and LIS programs. The results highlighted a number of gaps in project management practices in libraries and preparation among library professionals for managing projects. Recommendations are given for ALA Core and for library administrators to address gaps in training and support of project management in libraries. This is an original manuscript of an article published by Taylor & Francis in Journal of Library Administration on July 8, 2021, available online: https://www.tandfonline.com/doi/full/10.1080/01930826.2021.1947055.