The British beauty made her first foray into reality TV earlier this year when the show, on which the trio of models compete to find the new face of an American retailer, launched in the US, reported New York Post.
However, bosses at the Oxygen network are scrambling to find replacements for Kurkova and Rocha after they decided not to return for a second season.
Filming on the second run is set to start in New York next month.