The shooting happened on Avenue 53 and Monte Vista Street on Saturday at about 6:20 p.m. The victims were on the sidewalk when the gunman walked up and shot them.
One man was declared dead at the scene. The second victim was rushed to a local hospital in unknown condition.
No one has been arrested. Police have not released a motive or the victims' names.