Authorities say it happened in a parking lot of Buhach Colony High School late Wednesday night.
When police arrived, they found a man with gunshot wounds. He was declared dead at the scene.
Officers say they found evidence that drugs could be a motive in the shooting.
The victim has not been identified.
This is Atwater's fourth homicide of the year.