Bit of a strange call with the reviewer that pushed 24/7 chained-to-desk remote. I felt a bit strange about it so didn't proceed. The next stage of the interview also sounded a bit too intense, where they wanted quite a lot of my personal time.

I interviewed for a Senior Data Scientist role at Monzo, but the position was much closer to a data or product analyst role with a strong focus on experimentation (A/B testing), reporting, and stakeholder communication. Machine learning and Python were not required, but "nice to have." The recruiter was a bit dismissive, when I gave relevant experience from a previous role, they cut me off and insisted on examples from my most recent job, as if prior work didn’t matter. The second interview was much better; I discussed experimentation even though it wasn’t my main responsibility. The third round included coding and case-style experimentation questions. Some were so long that the interviewer had to summarize them live, which felt a bit excessive. You could only perform well if you're already in a very similar role, not something you can prep for in a few days, even though the actual skills required aren’t that deep. Overall, they seem to be looking for a near-perfect match to a very specific analyst-type profile. If you're coming from a modeling-heavy or academic background (like a PhD), this role likely won't value your experience. It was a frustrating process overall.