The interview process was structured and multi-stage, typically starting with an initial HR screening to assess background and motivation. This was followed by one or more technical or competency-based interviews with hiring managers, focusing on role-specific knowledge, problem-solving, and communication skills. In some cases, a final panel interview was conducted. Overall, the process was professional, transparent, and focused on both technical fit and cultural alignment.