old mortar

Hello all, I'm working on a kitchen at present. I spent today ripping out all the old tile. I'm wondering if I can install the new tiles on top of the old mortar or if I should remove the old mortar? The Floor is concrete with thick mortar, previously laid. If not recommended to install tiles...