There are three kinds of method to extract oil from pumpkin seed which are squeeze, extraction and aqueous enzymatic extraction. The technologies, advantages and disadvantages of each method were comprehensively discussed based on the classification. The future research direction of the oil extraction technology of pumpkin seed was prospected, in order to provide support for obtaining high-quality pumpkin seed oil and propel development of pumpkin seed oil industry.