In the Hackerrank e-challenge, you may come across coding games like "Array Manipulation" (medium complexity) and "Counting Valleys" (easy complexity), requiring problem-solving skills. During the interview with a senior developer, expect questions on fundamental Java concepts and Spring framework basics. Be ready to discuss topics like object-oriented programming, exception handling, dependency injection, and Spring MVC architecture, showcasing practical application knowledge.