After breaking his back in a crash in 2007, Latham came back to represent New Zealand at the 2008 Summer Olympics. At the 2009 UCI Track Cycling World Championships in Poland, Latham along with Marc Ryan, Jesse Sergent, and Westley Gough claimed the bronze medal in the team pursuit. The following year Latham was part of the New Zealand team pursuit that won bronze again at the 2010 UCI Track Cycling World Championships in Denmark.