It happened just before midnight Saturday near Richcrest Drive and Greenbriar Park.
Police say Pedro Aguilar, 47, was in his car on the street in front of an apartment complex when two men in their late teens to early 20s approached him to carjack him.
They weren't able to get the car into drive because it was a manual transmission, not an automatic, and shot the man in anger, police say.
The victim was pronounced dead at the scene.
The two men fled, and are being sought by police.