The nature of the art of applied mathematics is reviewed and three contemporary challenges are considered. These are the extended fields of mathematical application, the extension of applicable mathematics, and the problems associated with model building in the new fields. It is noted, however, that two aspects remain invariant: the difficulty of immaturity when making applications relevant and the essential problem‐solving theme of applied mathematics.