The role of Azure Infrastructure Engineer at GRÜNE'S LEIHHÄUSER GmbH & Co. KG involves significant responsibilities in building and maintaining Microsoft cloud infrastructure. Key tasks include planning and optimizing the Azure platform, managing M365 services, implementing security measures, and developing automation scripts.