Kem - who won this year's Love Island with girlfriend Amber Davies - has been tipped to join Dancing On Ice's new series in January.
A source told The Sun newspaper: "Kem impressed ITV bosses in Love Island and they wanted one of the contestants for DOI too.
“They think he could physically keep up with the training and has the personality to be a fan favourite.”
Speaking to Star magazine, Kem wouldn't confirm or deny the rumours.
He said: "I've had chats with loads of shows. I haven't confirmed anything yet, but that is an amazing show."
ITV confirmed last week that Dancing on Ice will skate back onto screens as it makes a triumphant return to ITV next year.
Legendary skating duo Jayne Torvill and Christopher Dean will be reunited with original hosts Phillip Schofield and Holly Willoughby on the show that sees celebrity skaters take to the ice in a bid to dance and dazzle their way to glory.
The show will feature a brand new cast of celebrities plucked from the world of TV, music and showbiz, a refreshed line up of skating professionals, a spectacular new set, and more ambitious routines than ever before, the show’s revival will prove unmissable event television.
No celeb names have been confirmed just yet, but reports are that Hollyoaks stars Stephanie Waring, Sarah Jayne Dunn and Anna Passey, are all fighting for a place on the cast.
But supposedly only one of them will be chosen.
Other names on the rumoured Dancing On Ice cast include Coronation Street actor Antony Cotton, rugby player Max Evans and celebrity psychic Sally Morgan.
Dancing On Ice will begin on ITV in the new year.