It's just weeks after Charlie is said to have split up from long-term girlfriend Ferne McCann, so the news is bound to be a blow to Ferne - Sam Faiers' best friend on the Essex-based reality show.
Essex boy Charlie, 21, and Vicky, 25, were seen arriving at London restaurant Sushi Samba on Friday night (23 August) and the pair looked more than just good friends.
She looked cute in a floral mini dress, while he looked dapper in a dark suit.
Holding hands and trying to avoid being spotted, the reality TV pair seemed reluctant to be photographed together.
Charlie's relationship with Ferne was rocked when he was spotted getting cosy to another woman on holiday in Ibiza.
Although it looked like they might get through it, Ferne later tweeted a message which appeared to be aimed at her estranged boyfriend, saying: "I have never come across such a mean, cruel, insensitive boy! You think you know someone, you think your madly in love. Complete asshole!"
Meanwhile, Vicky has been single and ready to mingle since splitting up with Geordie Shore co-star and fiancé Ricci Guarnaccio in July.
She recently hit the headlines when she was spotted on a date with Riad Erraji - the estranged husband of Atomic Kitten singer Natasha Hamilton.
Although neither Charlie or Vicky have mentioned each other on Twitter, yesterday Ferne tweeted the empowering message: "Change is good #focused #determination #Motivation."
What do you think of Charlie Sims going on a date with Vicky Pattison? Tell us below!