As it happens I have that exact same reader that I got free with a memory card.
I don't normally use it but I've just tried it and it works fine here with my machine which runs Windows 7 Home Premium.
Windows recognises it as a generic device so there are no additional drivers required.
Does anything appear in the Device Manager (under the portable devices category) when you plug it in?
Is this a laptop or desktop PC?