Gilmore started his public service when he enlisted in the United States Marine Corps in 1969 and after assignments at Camp Pendleton, El Toro, and Okinawa, he received his honorable discharge and upon graduation from the CHP Academy in 1972 embarked upon a 31-year career with the California Highway Patrol.
Gilmore also led the Patrol's Physical Training Unit.