The study commissioned by Foreign, Commonwealth & Development Office (FCDO), UK Government in partnership with Bennett University and NSDC builds a predictive model using Artificial Intelligence and Machine Learning Techniques to understand key factors influencing candidate placements. It also suggests a model that could be explored to assist training centres and potential candidates on choosing best fit sector and job role in terms of post training placements.