The difficulty of becoming an Azure Data Engineer depends on an individual's background and experience. For those with a strong foundation in data concepts, SQL, and programming, transitioning to Azure may be smoother. However, mastering Azure's diverse services and staying current with evolving technologies can pose challenges. Continuous learning and practical experience are crucial. Overall, while it may present challenges, with dedication and the right resources, becoming proficient as an Azure Data Engineer is achievable. If you are aspiring to get into this field, then check out this video about Upendra Joshi and how he became an Azure Data Engineer with a 300% salary hike just after completing Intellipaat's devops and cloud computing.