Several interviews with leadership – discussing past experiences, decision-making, and assessing cultural fit, leadership style, and alignment with company values Take-home task on predicting LTV – independent data project to evaluate analytical skills, business acumen, and problem-solving approach Presentation of findings – delivering insights to stakeholders, demonstrating storytelling ability and strategic thinking Follow-up Q&A session – deep dive into assumptions, methodology, and recommendations, testing clarity and adaptability under pressure