The goal proved to be the winner in the tight affair at the Estadio Olimpico and will be a particularly bitter one for Ramos, given he spent 16 years at Barca's fierce rivals Madrid.
Barca return to the top of La Liga thanks to the result, while Sevilla see their four-game unbeaten run come to an end.