It happened on Wagner Street near Stoner Avenue around 6 p.m. Sunday.
When police arrived on the scene, they found one man dead. The other victim was rushed to the hospital in unknown condition.
Police don't believe it was a gang-related shooting.
The search is still underway for the gunman.