The victim died at the construction site for a commercial building on Nelson Avenue near Sunset Avenue after the shooting around 9:35 a.m.
Witnesses say the suspect was wearing a mask and a construction hard hat. He fled the scene after the shooting and remains on the loose.
No one else was injured and it appears the victim was specifically targeted by the gunman, investigators said.