Employment opportunities provided to men and women empower them in social and economic aspects. In developing countries like India and other Asian countries, people are not aware of these resources and thus fail to grab them. The study on various employment opportunities both from governmental and non-governmental sectors insist on eradication of unemployment problem in the society to greater extent. The framework provides mechanism to amplify job opportunities to the middle and lower class people using a mobile application. The district chosen for the study is Vellore, Tamil Nadu, India. Analysis on the unemployment problem has been done and a solution for the same is provided through a mobile application (Mobile app). Collecting various job openings and taking them to the appropriate person in the nearby location through mobile app is the task. The prototype of the model is framed using intelligent pattern matching technique with locality based classification. A job recommendation system can be built based on the proposed framework; so that it can help the people in the locality to get job alerts based on their qualification and skillset.