You need at least 15 lb test. And if you're going to use a spinning setup, you'll want a MH or H power rod with a fast tip.
One more thing about jig fishing. You REALLY gotta set the hook with a jig. If you think you have a bite, set the hook HARD, FAST, and UPWARD. Not to the side.