Analog electronics is a unique, not representative case.I think it depends greatly on the field and application. Some applications are too complex for math, so you just have to create really good simulations, like for example in wireless communications.

In other applications , value comes through integration, managing complexity ,smart component selection, and rapid development and combining multiple knowledge domains.One such example is smart watches. Some of the theory is less valuable there.