The type of algorithm commonly used for searching data in a database is the binary search algorithm. This algorithm operates on sorted datasets by dividing the dataset in half with each iteration, eliminating the portion that does not contain the target value. This significantly reduces the search time compared to a linear search, especially in large datasets. In many database applications, binary search enables efficient querying and retrieval of information.