It happened around 6:40 p.m. Saturday on the 600 block of North 32nd Street.
The man who died was found inside a car with an unregistered temporary tag.
The second victim was shot in the leg while walking outside his home.
He's believed to be an innocent bystander.
Police say they are searching for at least two gunmen.