I think the point was that the interviews don't require you to be able to have published research in optimization or algorithms --- they want you to be able to

I think the point was that the interviews don't require you to be able to have published research in optimization or algorithms --- they want you to be able to solve a relatively constrained class of problems quickly, for which a specific kind of preparation is required.