In 1962, Gilbert succeeded Eric Dunlop as Honorary Curator of the Armidale City Council's Folk Museum, serving in the position until 1982.
During his career at the college, Gilbert authored or co-authored a number of papers and books, particularly on Australian biographical, genealogical, and local history.