Yes! But other than just simply rinsing it with water, try soaking it in a mixture of water, white vinegar, and lemon juice. That way, the pernil is thoroughly cleaned out of any bacteria as the lemon juice removes any unwanted taste or smell, while the white vinegar acts as a bacteria killer and tenderizing agent.