The pair had a little holiday romance in Marbella, with Pete confirming to Reveal that he and Jess had a "cheeky snog" - although co-star Danielle Armstrong said it was actually three snogs!
In fact, Pete was grilled about his kiss with Jess on Sunday night's show, where he told Danielle and Ferne McCann that "there was no tit but a little bit of arse groping" too.
Speaking about his co-stars, Bobby tells Reveal: "To me they're like my modern day Romeo and Juliet. I would love them to be together. I'm like the Cilla Black of TOWIE and Jeremy Kyle of Essex, so I'm the agony aunt/matchmaker.
"I want them two to get together," he continues. "I don't know if it's going to be more of a holiday romance than a Don't Tell The Bride situation. Let's play it by ear. I don't know if I'm going to rush out and buy a hat for it or a whistle and flute, but there was a bit of flirtation, there was definitely flanter."
As the cast partied at Cavalli Club for Jess' 30th birthday celebrations, Jess told Pete: "It's been really nice to get away and to get to know you properly."
Pete agreed, telling her: "We've never really had the opportunity to do that I don't think, so it has been quite nice."
Jess met Pete in Marbs at the start of the last series and the pair had instant attraction as they flirted up a storm on the beach.
They eventually went on a date back in Essex, but they decided not to take things further and just remain friends.
After that, Pete was getting flirty with Verity Chapman, but that soon fizzled out, especially when she quizzed him about rumours he'd been flirting with Jess again.
TOWIE continues every Wednesday and Sunday at 10pm on ITVBe.
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