Pilkington attended East Central High School in Moss Point, Mississippi. During his high school career he went 25-7 with an ERA of 1.70 & totaled 307 strikeouts with opponent batting average .144.
In June 2014, at the age of 16, he committed to Mississippi State University to play college baseball.