There are a few things you can do to clean off oil from tile flooring. The first is to use a mild soap and water solution to clean the surface. This will remove any built up oil and make the floor look new again. Another option is to use a vacuum cleaner with the hose attachment to suck up any oil that has built up on the surface. This will take care of the problem quickly and easily.