I've had a lot of CS professors that consult in industry for huge payouts (particularly in more applied fields like biometrics and graphics) and I know there are applied math people doing the same. It looks incredibly hard to get a tenured academic job, but I think once you're there in an applied field, your title can be very lucrative.