Add the bourbon, sugar, and stout to a saucepan. Simmer until sugar has dissolved.

Add the cherries to a re-sealable jar, pour bourbon/beer mixture over the cherries. Allow to sit at room temperature for one hour. Seal and refrigerate for at least two days before serving.