MACHINE LEARNING SYSTEMS FOR MATCHING JOB CANDIDATE RESUMES WITH JOB REQUIREMENTS

摘要

A machine learning system for matching job candidates' resumes to one or more job opening requirements based on a predictive system that includes machine learning from a large number of resume profile data sets and job opening requirements data sets. The machine learning system includes a resume data training engine that receives a plurality of resume profiles data having a plurality of time slices of job requirement data. The received data is used to determine a plurality of features and generate a predictive model. The system also includes a resume matching runtime engine that utilizes the predictive model to generate matching data regarding a plurality of resume records data relative to the one or more job descriptions using the predictive model.