Pros: 1) Role scope is highly relevant for experienced product analytics professionals  2) Opportunity to work on meaningful financial products  Cons: 1) Interview process not aligned with senior-level product analytics expectations  2)Over-reliance on abstract puzzle questions  3) Hiring Manager Suyog S**gh, was unfit to take this round as he lacked technical expertise to gauge the skills of the candidate and did not assess actual day-to-day responsibilities of the role  rather evaluated academic aptitude questions which has absolutely no relevance to real world business problems or the Credit and Loan Lending Business products of oportun. Felt he has lack of professional interviewing experience. Even MAANG companies do not ask these kind of abstract puzzles anymore. Review: I interviewed for the Senior Product Analytics Manager role at Oportun and was particularly excited because the position was almost a 1:1 match with my experience in product analytics, experimentation, and data-driven decision-making. However, the interview experience was unexpectedly very disappointing. Instead of focusing on real-world analytics scenarios—such as experiment design, metric definition, stakeholder management, or product impact—the discussion heavily centered around abstract puzzle questions (e.g., minimizing bags for coins, measuring exact quantities using containers). While I understand the intent to evaluate problem-solving ability, these types of questions felt disconnected from the responsibilities of a senior product analytics role. When I asked how this relates to the job, the response was that it tests “thinking process” expected at a senior level.  In practice, senior analytics roles require structured thinking applied to business problems—not theoretical puzzles that resemble academic or entrance exam-style questions. The process felt more like evaluating for a general aptitude test rather than for a leadership role in product analytics. What made this more frustrating was that the role itself is a direct match for my background, yet the evaluation criteria did not give an opportunity to demonstrate relevant expertise. Advice to Management: For senior roles, consider focusing interviews on real business problems, case studies, and past experience discussions. This will provide a far better signal of a candidate’s ability to perform in the role than abstract puzzles.