The superb left-footed strike, which smashed into the back of the net, left team-mate Giovani dos Santos, who was acting as a makeshift goalkeeper, shell-shocked!
Watch the superb 25-yard shot below sail into the top-right hand corner of the goal!
Cole made the move to the MLS side in January 2016 after a two-year stint at Italian giants Roma.
West Ham’s Michail Antonio earned his first England call-up this week as he became the latest ex non-League star to make the journey from amateur to international football. He started his career with Tooting & Mitcham.
He’s not the first to make such a dramatic step up in the professional football circuit though and here are five other players who enjoyed a similar rise to prominence.
The most notable example, Vardy was still playing non-League with Fleetwood Town at 25. Three years later, he’s a Premier League winner and England regular.
He worked in a beetroot factory while playing for Macclesfield but his rise saw him flourish at Southampton before he earned an England call-up at 31.
The Arsenal icon came to football late in life and started out at Greenwich Borough before Crystal Palace signed him at 22. The rest is history.
As a teenager, Barnes turned out for Sudbury Court before Watford signed him. He made his England debut in 1983 and then moved to Liverpool.
He began life at Southall before a move to Hayes, where Rangers spotted him in 1987. He made his first England appearance just six years later, scoring on debut.
Newcastle United snapped up Yasin Ben El-Mhanni this summer and it’s safe to say he’s something of an entertainer.
The 20 year-old currently plays in the reserves but it’s only a matter of time before this skills merchant is given his chance in the senior team.
Despite being an unknown in professional football, he does have some fame in the YouTube universe.
Videos of tricks, flicks and his vast array of skills have gone viral. Compilations of El-Mhanni showcasing his skills have earned tens of thousands of hits.
Here, YouTube channel FFDTVOnline puts together a compilation of some of his best nutmegs.