Systems and methods for enabling wellsite data transfer between petroleum field devices using coded data images, such as matrix barcodes, are provided. Wellsite data is obtained in a first format at a first computing device. The wellsite data is converted from the first format into a second format to be used for matrix barcode generation. At least one matrix barcode is generated based on the converted wellsite data. A representation of the generated matrix barcode is presented via an output device of the first computing device for transfer to a second computing device.