You haven't to have a deep understanding of the JVM's implementations to do non-trivial or even very complex applications in Java. You need that knowledge to solve problems.

And that is one of the problems of high-level languages: you can start knowing next to nothing. And go a long way too. But when you stumble upon a brick wall of a problem, you must go back and learn the basics.