Leather work gloves are a necessary part of any professional job. They protect your hands from the dirt, dust, and other debris that can get on your skin and cause skin irritation. To clean leather work gloves, you will need to use a mild soap and water solution. Soap will remove any dirt, dust, and debris that has built up on the gloves. The water solution will clean the leather work gloves so they are ready for use again.