With the deepening of globalization, the demand of translators is on the rise. The upsurge of translation does not mean that there is no any worry in translation teaching, since the translators trained in colleges and universities do not satisfy the social demands. The particularity of translation determines the peculiarity of training pattern, so the present translation teaching is out of date. Thus, the translator training should be oriented according to the social demands in certain degree. From the aspects of current situation, social demands, translation teaching and its reform, this paper aims at exploring the pattern of translator training in the light of social demands.