Detectives Myles Cosgrove and Joshua Jaynes are the latest officers to be dismissed over the shooting in March last year.
The incident in Kentucky caused outrage, spurring protests against racism and police brutality.
Ms Taylor, 26, died when police raided her home in connection to a drug case.
The FBI said Mr Cosgrove fired the shot that killed Ms Taylor at her home in Louisville.