The interview process consisted of multiple stages designed to evaluate both technical expertise and overall fit with the organization. It began with an initial screening, typically with a recruiter or HR, to review background, experience, and general alignment with the role. This was followed by one or more interviews with hiring managers and key stakeholders, where the focus was on technical knowledge, problem-solving ability, and relevant experience.