I'm a maths graduate who became a programmer too. In my experience there's very little direct application of the knowledge acquired during the degree, but the thinking process gained is totally relevant. Doing a maths degree is one of the best things that happened in my life, and it altered the way I think forever. Having said that, now that I do a little bit of AI (as everyone should), I start to see more and more math in the code I write.