> they want people who have a wide variety of shallow-ish knowledge (but still an actual understanding of whatever area it is), while also having very deep knowledge in one or two areas in particular

Sure; every employer does. But it's dodging the more interesting question, which is: faced with one candidate who has broad but shallow knowledge and another who has deep but narrow knowledge, which do you pick?