Fresno Police say the suspect, 42-year-old Kevin King, fired a single round that went through a wall and struck 51-year-old Victor Becerra.
The shooting happened just after 4:30 p.m. Monday in the area of Blythe Avenue and Austin Way.
Becerra was taken to a local hospital where he later died.
Detectives are now asking for the public's help in finding King. He is currently wanted for voluntary manslaughter, child endangerment, and a felon possessing a firearm.
Anyone with information on his location is to call Fresno Police detectives at (559) 621-2448. Call Valley Crime Stoppers at 498-STOP (7867) to do so anonymously.
The video above is from an earlier story and will be updated.