We use our own staff for R&amp;D (training the models), but semi-trained tasters are reviewing the product at the brewery;<p>we weight individuals on a verity of factors and have a pre-processing method that controls for experience level in expected flavor perception per flaw.<p>So experience level is important, but we often have to work around it. Most of the employees of a brewery or other beverage manufacturing are relatively experienced anyway!