Systems and methods for optimizing random access retrieval of a requested data item in a radio frequency identification (RFID) tag are provided. During random access retrieval, a first read of a memory bank in the RFID tag is performed. The first read providers a set of identifier indices stored in a packed object in the memory bank of the RFID tag and a length of the packed object. A determination is then made whether a retrieved identifier index represents the requested data item to be retrieved. A second read of the memory bank, accessing the portion of the memory bank including the data items, is then performed. The location of the data item in the packed object may optionally be determined prior to the second read.