The present invention relates to an iron-containing crystalline aluminosilicate, a hydrocracking catalyst comprising the same and a process for hydrocracking utilizing the catalyst, and employing the catalyst in hydrocracking for heavy oil results in easy production of great quality kerosene and gas oil having low contents of sulfur and nitrogen as well as increased production thereof.