Clarence Tinker was born on November 21, 1887 near Pawhuska, Oklahoma in the Osage Nation, the eldest son of George Edward Tinker and Sarah A. (Schwagerte) Tinker.
In the fall of 1906, Tinker enrolled at Wentworth Military Academy in Lexington, Missouri.