Higher educational institutions are apprehensive with using approaches to enhance the development of competences for post graduate employability. Subsequently witnessing, rate of students regarding unemployability are gradually increasing after post-graduation, we are proposing a framework to improve student’s skillset for getting placed in preferred career profile. This paper aims to propose a framework for post graduate students to increase employability and proficiency enhancement. The proposed framework based on artificial neural network will produce desired skillsets. This skillsets will map to their determined career possibilities. This Proposed recommended system will be helpful to not only higher educational institutes for mentoring students towards employability rate but also to post graduate students towards attainment of expected career path by improving their skillsets.