The one thing I've learnt is that often a "dumb" programmer with domain expertise is far more useful than a smart programmer without. While the smart programmer might be able to implement a clever optimization or spot a subtle bug in some corner case, the domain expert will point out that your perfectly optimized, bug free code is built on entirely incorrect premises.