An object of the invention is to develop an oily food which has low viscosity relative to the oil content, (that is, if the viscosity is comparable, the food has a lower oil content and thus has a lower calorie, and if the oil content is comparable, the food has a lower viscosity), excellent taste, physical property and coating aptitude by an inexpensive and simple method and a method for producing the same. The present inventors made intensive studies for achieving the above object. As a result, a low-oil content and low-calorie oily food which can exhibit a lower viscosity if the oil content is comparable, and can achieve a lower oil content if the viscosity is comparable as compared with a conventional oily food material, has good texture and flavor, and can be variously applied can be produced by a simple method by subjecting dough after undergoing a refining step to conching at a lower oil content than conventional, preferably at a lower temperature thereby to change a dry state to a liquid state, that is, by performing conching in a state of a low fluidity thereby to apply high shear and to discharge oil and fat which is incorporated in tissue and does not contribute to the fluidity outside the tissue.