Kökçü began his career in the youth of Olympia Haarlem and HFC EDO in Haarlem, after which he left for IJ.V.V. Stormvogels in IJmuiden. There he was scouted by FC Groningen. After playing three years in FC Groningen's youth training program, he made the move to Feyenoord in 2014.