After leaving Marseille permanently in 2007, Olembé spent the summer on trial at Premiership newcomers Derby County, where he scored in a friendly match against Burton Albion. However, he was not offered a contract by Derby and, on 4 September, he was snapped up by Wigan Athletic manager Chris Hutchings on a one-year initial contract.[5] He was signed as a replacement for the recently departed Leighton Baines, but only made eight appearances for the Lancashire club.
In April 2008, it was revealed that Olembé would transfer to Turkish club Kayserispor.[6]
In January 2010, in the winter break of his second season in the Süper Lig, Olembé transferred to Greek side Larissa, but spent only a few months with the club before joining English Championship team Burnley on trial in March. He played in a reserve game against Manchester City but was substituted at half-time.[7]