 His arrival to Red Star was largely due to the desire of coach Robert Prosinečki, who believed that Milivojević had bright potential.On 17 November 2012, Milivojević scored an impressive goal against city rivals Partizan.On 26 July 2013, Milivojević signed a five-year contract with Belgian football giants Anderlecht.