Thank you for taking the time to share your experience, and for completing what sounds like a genuinely demanding process. We hear your feedback on the gaps between stages — we know that waiting is frustrating, especially when you've invested significant time and effort, and we can do better at keeping candidates informed and moving things along. Our hiring process for analytical roles is thorough by design, but thorough shouldn't mean exhausting, and your feedback is a helpful reminder of that. We wish you well in your search.