If you'd prefer to avoid the metro, after alighting the 21, x21 in eldon square, just walk around to haymarket bus station for 306/308/309/310. There's always one of these in, and they stop just around the corner from jesmond depot.
Much more frequent option than holding out for the 33 !
RE: Tyne and Wear Metro