I'm afraid that the castle is medieval and that there is no evidence of any hillfort on the site. In its current state, no more than a few earthworks are visible. Also, the nearest village is Carrbrook rather than Delph, and the nearest town is Stalybridge rather than Oldham.
Something is not right. This message is just to keep things from messing up down the road