Process spanned over two months. The recruiter was friendly and helpful, as well as the senior engineer I met for the technical debrief. However, that debrief was focused around UX, very little concerns were expressed for backend architecture. Using vector search for similarity over natural language was considered overkill. Overall, I felt the discussion and concessions made during that exchange didn't go into considerations at all, and that the decision was kind of made up already.
If you give it a try, prepare yourself as a product engineer with data analyst skills, not just a senior backend. Assignment is more about "showreel" rather than systems design.