Building data mining application platform in telecommunications industry can take full advantage of business data in telecommunication systems to explore the potential patterns in user behavior and business trends, thereby providing more effective decision support to help enterprises cope with increasingly fierce industry competitions. This paper discusses data mining architecture and business demand for data mining in telecommunications industry, and on this basis puts forward an SOA-based data mining application platform solutions in telecommunications industry with the characteristic of integration, flexibility, and customization.