Transitioning from System Engineer to Splunk Developer may pose challenges such as learning Splunk's specific functionalities, mastering the search query language, and adapting to a more analytics-focused role. Professionals commonly address these challenges through online training courses, certifications, and hands-on practice with Splunk. Engaging in real-world projects, seeking mentorship, and participating in Splunk user communities are effective ways to gain practical experience and overcome the learning curve associated with this transition. If you are planning to get into this domain, then check out the Sama Praveen’s video. She secured a Splunk Developer role at TCS with a 60% salary hike just after completing the Data Engineering Online Course from Intellipaat.