As oncology nurse practitioner (NP) fellowships expand across the United States, institutions note improved transitions to specialty practice and better patient outcomes. These fellowships may further serve as a strategy to address provider shortages, as well as improve retention and prevent burnout. This article provides key lessons learned from a three-year oncology NP fellowship program at an academic comprehensive cancer center.