Dynamic data structures are designed to efficiently manage data that changes in size and structure over time, allowing for flexible memory allocation and deallocation. They are essential for applications requiring frequent data modifications, such as databases and real-time systems, enabling operations like insertion, deletion, and traversal to be performed with optimal time complexity.