Thank you for sharing such a thoughtful and detailed review of your interview experience for the Senior Data Engineer role. We truly appreciate candidates taking the time to provide feedback. We’re glad to hear that each stage, from the initial conversation with our Talent team to the discussions with the hiring manager and project manager, felt clear, engaging, and authentic. Our goal is always to provide transparency around the role, expectations, challenges, and team culture so candidates can make an informed decision about whether Cloudbeds is the right fit for their career path. We also appreciate your comments about the technical interview approach. While some of our roles include formal assessments, others rely on deep technical conversations with our engineering leaders. It’s great to hear that this format felt effective and meaningful for evaluating your background and experience. Although you chose to decline the offer, we truly value the time you invested in the process and the insights you’ve shared here. We wish you every success in your future endeavors, and if paths cross again, we’d be happy to reconnect. Thank you again for your positive experience with Cloudbeds.