For your interest greasy is used in England.
In fact, a cafe in England that serves 'English Breakfast' is often called a 'Greasy Spoon'.
A greasy spoon serves fried food. You tend to get chips, eggs, beans, sausage and bacon. It's much like the components of a full English breakfast but eaten throughout the day