If memory serves the Janissaries were actually raised from a tax on the children of non-muslim citizens fo the Emprie. They were taken young and trained either to serve as administrators or soldiers of the Empire. The Tax wasn't that unpopular, in fact your child was given a gaurenteed job and nice living so many muslims arrainged for their children to get taxed.