The disclosed embodiments provide a system that performs a print job. During operation, the system obtains one or more regions of interest associated with print data for the print job, wherein the print data is not formatted for a media size for the print job. Next, the system scales the print data based on a region of interest from the one or more regions of interest and the media size. Finally, the system sends the print job to a printer, wherein the print job is executed using the printer.