Machine Learning Algorithms for Intelligent Job Monitoring

Business intelligence (BI) and analytics (Analytics) are data management systems used by businesses and organizations to gather and analyze data (both current and historical) in order to make more informed choices. To thrive in today’s competitive marketplace, entrepreneurs need to adopt an analytical and intelligent business model that allows them to discover the simplest path to success. This proposed module consists of three phases: the Clusters similar sort of job search phase (CSK), which is responsible for creating a visual graph demonstrating clusters of similarly-typed jobs sought by job seekers on the job portal’s website; an email notifications send phase (ENS), which is tasked with alerting job seekers via email whenever a new job circular is posted on the portal; and the job matching phase (BMP), which is responsible for matching job seekers with available positions, In order to get the employment circular post from each company’s website, you may use a process called “extract the job circular phase” (EJC). The final result demonstrates the effective grouping of job searches, the sending of targeted email alerts, and the extraction of relevant data from the web.