Which searching technique takes O(1) time complexity for searching the data?

Hashing is the correct technique as it achieves average-case constant time complexity O(1) for data retrieval. In contrast, Linear Search requires checking every element sequentially (O(n)), while Binary Search and AVL Tree operations typically require logarithmic time O(log n) to locate elements within sorted structures.