The role of Senior Advanced Cloud Engineer at Microsoft involves being the primary engineering contact for Azure customers, focusing on resolving complex technical issues and enhancing customer experience. The position requires collaboration with various teams to drive customer success and provide proactive guidance on Azure solutions.