> If they understand their friend's work deeply, doesn't that imply they've done something comparable themselves?

Imagine you're interviewing a candidate and they're talking through how to design an analytics service. They begin talking about e.g. database architecture, and how this type of data is most appropriate for a star schema. They start talking about the tradeoffs of row versus column orientation. They mention they'll need to do indexing for performance and talk about the index space versus query speed tradeoff. They say they'll do joins on the x and y tables.

Is this demonstrating deep understanding though?