The shooting was reported just after 7 p.m. at Central Avenue and 87th Street.
One person was declared dead at the scene and another was transported to a hospital and is expected to survive.
Police say the shooting may be gang-related.
A man was seen fleeing the scene on foot, but a detailed description was not immediately available.