There are many different types of credit cards, giving the consumers a wide range of choice, so the consumers can choose the credit card according to their personal demands and their life style. Besides, the service, the pricing policy, the marketing activity of the issue banks may also influence the consumers' choice. So in this study we use the consumers' life style as the variable of market segmentation, and through the multiple dimension scaling method, to segment the consumers. Thus we can analyze the consumers' characteristics of different market segments, and understand the consumers' preference to credit card. Through observing the consumers in Taipei and Kaohsiung, we get seven life style variables. Then, according to these life style variables the consumers are segmented into three different types. We find that among the variables, there is a great different in the life style and in the characteristic of demography. As to the consumers' preference to the credit cards, we find from this paper that the consumers of each market segment have different preference degrees to different credit cards.