 The museum promoted Gilmore to Curator of Vertebrate Paleontology in 1924.Gilmore led sixteen expeditions to collect vertebrate fossils during his tenure as Curator.While much of his work was concentrated in Utah and Wyoming, he led an excavation of Montana's Two Medicine Formation in 1913, returning for further work in 1928 and again in 1935.