Yes, the solution can learn and predict in course of time. As far as Machine Learning is concerned there are two aspects which is improving parsing capability to determine the candidate fitment and then the recruiter and candidate feedback to train the algorithm so that it adapts and starts identifying the right candidate. Further the predictive capability can be utilised in gauging if a candidate would be joining the organisation after an offer has been made and can also be used at optimising the recruitment cycle.