No, you shouldn’t store a digital kitchen scale on its side. Any scale sensitive enough to measure grams should be stored flat. The inner workings of the digital scale are made of delicate materials that may warp and deform if not stored correctly. The result is inaccurate results. If you do store the scale upright, put it through a few calibration tests (see above) before using it for serious baking.