In this paper, we present the concept of bipolar fuzzy shift UP-filters of UP-algebras by applying the concept of shift UP-filters to bipolar fuzzy sets and investigating their essential properties. In UP-algebras, we found that every bipolar fuzzy strong UP-ideal is a bipolar fuzzy shift UP-filter, and every bipolar fuzzy shift UP-filter is a bipolar fuzzy UP-filter. An important relationship between bipolar fuzzy shift UP-filters and their bipolar fuzzy characteristic functions is presented. The relations between bipolar fuzzy shift UP-filters and other shift UP-filters (fuzzy and neutrosophic shift UP-filters) are given. Finally, characterizations of bipolar fuzzy shift UP-filters are investigated in terms of level, fuzzy, and neutrosophic sets.