Easy Ways to Remove Labels from Glass Jars - Roetell Remove the lid and place the jar in the hot water. Make sure that the label is fully submerged. Let it sit for about 30 minutes. 4. The acetic acid in the vinegar should have dissolved the glue after several minutes. Remove the jar from the sink and peel off the label. It should slide off easily from the glass. 5.