Is Locality Sensitive Hashing Really Important?

You need to know at least one inlagin algaritm that you can do from scratch, a grap algritms, recursion, dynamic programming. It's also important even if you are fresh out of college, or you've been out of college for a little bit longer. If you go to any sort of a large scale internet company, knowing about hashing and hash maps like a lot is crucial.