Julia Kern was born in Berkeley, California and grew up in Waltham, Massachusetts. Kern participated in three consecutive Junior World Championships between 2015 and 2017. Individually, a 9th place in the sprint classic at the 2017 Junior World Championships in Soldier Hollow was her best result. She won a bronze medal as part of the American 4 × 3.33 km relay team.