I don't think so.
Living as a bachelor I'm familiar with the crusty milk that forms under the cap on the jug. I think that's basically what happens here. It dries, so it comes off easily, and it doesn't really spoil/rot and stink because it isn't wet enough to harbor a significant bacteria colony.