I think a big difference between being a professional and a beginner is, a beginner will work very hard on the most obvious part of the problem. And might get something reasonable after a while. But the professional knows that the obvious part isn't where most of the difficulties lie, they'll probably use some tool to handle the obvious part near automatically, and they'll factor in all these invisible requirements into their original estimate.