The Cloud Engineer at BAE Systems will design and define system architecture, support data collection from a complex network, and maintain cloud infrastructure. Responsibilities include developing automated tasks, providing guidance to security analysts, and ensuring security compliance while collaborating with teams on various IT solutions.