Happy Diving began in 2014 with the release of a self-titled EP on Father/Daughter Records.[2] Happy Diving released their first full-length album titled Big World in 2014 on Father/Daughter Records.[3][4][5] In 2015, Happy Diving released an EP titled So Bunted on Topshelf Records.[6] In 2016, Happy Diving released their second full-length album titled Electric Soul Unity via Topshelf Records.[4][7][8][9]
Happy Diving's sound has been described as "noisy, fuzz-laden indie rock" with compositions characterized as "powerful, noisy blasts". The band's influences include Dinosaur Jr. and Weezer. Happy Diving has been compared to Ovlov.[10]