Burnip made his collegiate debut in week one of the 2021 season versus Miami.[3] As a freshman in 2021 he punted 48 times[citation needed] with average of 39.1, where 23 resulted in fair catches and 15 landed inside the 20 year line.[4][5] During the 2022 season, Burnip punted 44 times with an average of 42.3 yards per punt, with seven landing inside the 20[citation needed] and a long of 58 yards.[6] In week 2 of the 2023 season, he was named the Ray Guy Punter of the Week in a matchup versus Texas.[7] In the 2024 Rose Bowl, Burnip had seven punts for 352 yards with a 50.3 average and caused two punts to be muffed, but the Crimson Tide lost to Michigan.[8] In 2023, he punted 59 times with an average of 47.6 yards,[9] earning second-team all-SEC honors.[10]