The invention relates to a process for producing hemp-like bamboo fibers, which comprises the following steps of: sawing bamboo according to certain length, flattening, soaking in intermediate temperature softening solution for 3 to 24 hours or cooking by using tailor-made softening solution at a high temperature under high pressure for 15 to 60 minutes, draining, feeding into a fiber separator, rolling, kneading, tearing, combing, opening and the like to prepare the hemp-like bamboo fibers; putting the hemp-like bamboo fibers into a bamboo fiber purifying reactor, performing alkali boiling, bleaching, cleaning and curing; and opening, decontaminating and regularly combing the hemp-like bamboo fibers by using a hackling machine or a middle cutting machine to prepare hemp-like spinnable bamboo fibers. By the method, the hemp-like bamboo fibers can be produced; and the fibers are regular, uniform and soft, have the characteristics of large length, high strength, low fineness and the like, and have spinnability similar to that of hemp and flax fibers.