Resume Parser with Natural Language Processing
- Pornphat Sroison ,
- Jonathan H. Chan
Abstract
Because the online recruiting system has progressed, a large number of
resumes were submitted. As a consequence, hiring new employees and
reviewing a large number of resumes is a challenge for the human
resource department or employer. Therefore, this system has helped
employers by using an automated intelligent system based on natural
language processing. This system can convert various formats of resumes
to text format and can extract some important information. It is also
possible to compare the applicant's resume and the job description to
see the percentage of similarity as well. This system can assist the
human resource department or employer in screening resumes before
conducting interviews and finding the best candidate for the job
position.