Technological innovations are reshaping every facet of our lives, empowering us to be more innovative, efficient, precise, agile, connected, and sustainable. These advancements also foster greater intelligence by harnessing collective wisdom through collaborative networks. Among the industries undergoing rapid transformation, agriculture stands out, with its 27% share of the global workforce. To meet the daunting task of feeding an estimated 9.3 billion people by 2050, the agricultural sector must embrace technological innovation wholeheartedly. Any alteration in processes, technologies, or skill requirements within agriculture directly impacts job definitions and skillsets. This dynamic landscape prompts an urgent exploration of Agriculture 5.0—a vision of farming that integrates cutting-edge technologies and practices to meet future demands sustainably. In this exploratory paper, we embark on the journey towards Agriculture 5.0, delving into the essential characteristics and skill requirements of the modern farmer, often referred to as Farmer 5.0. Moreover, we highlight the indispensable role of collaborative networks in cultivating these skills, fostering adaptability within the realm of interconnected smart agriculture. With presented research, we aim to equip farmers and stakeholders with the insights necessary to navigate the complexities of this evolving landscape effectively.