This repository contains the codes for extracting useful resposibilites from job description for various job postings posted on different job portals. The scrapping folder contains the code for web scrapping the data from various job portals. The preprocessing folder contains the codes for preparing the data for further analysis. The final folder names extracting sentences contains the codes for extracting the responsibilites from the scrapped data. The report pdf contains the abstract idea of how to implement the codes.