The job market has expanded exponentially in the past few years. With many recruiters and candidates, it
is not an easy task to match a perfect candidate with a perfect job. The recruiter targets candidates with
the required skill sets mentioned in the job descriptions, while candidates target their dream jobs. The
search frictions and skills mismatch are persistent problems. In this paper, we build a model that would
match companies with candidates with the right skills and workers with the right company. We have
further developed an algorithm to investigate people’s hiring history for better results.