 On 1 September 2014, it was announced that Milivojević had joined Olympiacos on loan from Anderlecht.After the 2014–15 season, Milivojević reiterated his desire to stay with Olympiacos.The two clubs could have started new negotiations after the season ended; Milivojević stated that his wish was to make the move permanent.