Young love is in the air for these two British pop musicians!

U.K.'s The Mirror reports that Rixton's frontman Jake Roche, 22, is dating Little Mix member Jesy Nelson, 23. The two have been sharing flirty social media pictures on Instagram in recent weeks, including the one above.

Nelson writes in the caption: "Happy birthday to this absolute fruit cake @jake_rixton aka 'James poach' ;) u make me laugh everyday without fail!!! Have the best day ever my little mate <3"

An insider tells The Sun (quotes via The Mirror), "It's early days but Jesy and Jake seem smitten with each other. They're seeing how things go."

"They're both always busy with work so they know it will be hard, but both of them want to make it work," the source added. "They're very similar to each other and like a laugh so are well suited."

Nelson was previously linked to British group Diversity's Jordan Banjo, as well as JJ Thompson from U.K.'s 'X Factor.'

Click to See Jesy Nelson + More Celebrities' Yearbook Photos!