Non-psychic candidates will struggle with this challenge, so you might find it produces some false negatives.
Since you already seem to know so much about debugging slow performing database queries on your particular RDBMS stack, though... what was your thinking in looking to bring on board someone else who duplicates that exact knowledge?
Oh, and it'll be a missing index. It's always a missing index.