I always hold my pick between my thump and the 2 next fingers (I don't know the names, I'm not English or American, but Dutch (and I'm proud of it!)). I also think it is important if you want to play fast to buy a very thick pick (1.5, 2 mm) I use a Dunlop 1.5 mm and I am very happy with it.