An easy way for HR recruitment team to shortlist resume basis the skills set of candidates . Using NLP filter down a list of candidates for relevant job opening/s, with full source code and tested py script with 25 + sample resume. #########################################################################################################################
Used Spacy library which has a feature called ‘Phrase Matcher’. Spacy can match sequences based on lists of words description. Basis required skill set for a job position prepared list of probable 'keywords' . With the most frequency of keywords appearing in the resume and weightage of score chart (Refer Resume Shortlist Score Chart.xlsx) candidate to be shortlisted for the said job position. (WIP) You can read more about Spacy library here - https://spacy.io/api/phrasematcher