It seems to vary by airport, but majority do not let you through TSA pre check when not in uniform even with airline ID. I have gone through the line up to the final docs checker, and then they divert me to the regular lines normally if not in uniform. It still does save some time doing that though I think in most cases.
WhiskeyDelta, Global Entry automatically includes PreCheck which is why I assume the OP is asking the question.