Ferde's father died in 1899, after which his mother took Ferde abroad to study piano, viola and composition in Leipzig, Germany.
Grofé left home at age 14 and variously worked as a milkman, truck driver, usher, newsboy, elevator operator, helper in a book bindery, iron factory worker, and as a piano player in a bar for two dollars a night and as an accompanist.