> there has been little progress or few new fields in the past 10 years or so in business that ask for implementation of new algorithms

Transit routing is still moving fast in this area. We're still figuring out the best ways to return thousands-by-thousands transit time matrices with query-time truck dimensions and traffic updates. It can't be the only field!