Array management involves the efficient organization, storage, and retrieval of data within an array data structure, crucial for optimizing performance in computational tasks. It encompasses techniques for dynamic resizing, memory allocation, and ensuring data integrity, which are vital for handling large datasets in programming and data science applications.