The gunfire was reported around 11 p.m. Saturday on South Broadway near Richland. When officers arrived, they found three people who had been shot.
One victim died at the scene, police said. The two surviving victims were taken to a hospital and were listed in stable condition.
Investigators have not released information about a possible suspect, and police said it remains unclear whether anyone has been arrested.
The investigation is ongoing.