Tempier represented France in the mountain bike cross country at the 2012 Summer Olympics and finished in 11th place, 2:23 behind the winner. He was on the start list for the 2018 Cross-country European Championship and he finished 6th. The following year he won the bronze medal at the 2019 World Championships in Mont-Sainte Anne, Canada.