Recruiters can easily shortlist candidates for jobs via viewing their curriculum vitae document. Unstructured document CV beholds candidates portfolio and named entities listing details. The main aim of this study is to design and propose a web oriented, highly responsive, computational pipeline that systematically predicts CV entities using hierarchically refined label attention networks.