Yes, just like Turkic words Bey, Kagan, Tudun, Batur and just like Turkic suffixes -chi. Most amusingly, it carries -gAn suffix, which is pure Turkic.
And for the record, the source you gave(aka wiki) also states that in the Kurgan Hypothesis article, Kurgan is a Turkic word for graveyard...