The interview process began with two initial screening calls with HR, which focused on assessing overall fit, communication skills, and alignment with the firm’s culture and values. These conversations provided an opportunity to share my background and motivation while also confirming role expectations. Following the HR stage, I was invited to complete a take-home case interview. This exercise tested problem-solving, analytical ability, and structured thinking under limited time and information. I prepared a comprehensive deliverable that outlined my approach, assumptions, and recommendations. The final step was a question period with a senior manager, where I presented my case insights and fielded deeper questions. This stage emphasized my ability to think on my feet, defend my reasoning, and demonstrate business judgment in real-time. Shortly after completing the process, I was extended an offer, reflecting strong performance across all interview stages.