AI-Powered Career Portal: Intelligent Resume Analysis and Job Matching System

Abstract

The designing and development of the "AI Powered Career Portal" has been proposed, as depicted in the figure above: The "A Career Portal" appears to be an old version of the career portal, focusing on fulfilling the requirements of the "Job Hun-dried." The proposed career portal has the potential to provide a smart platform for the user to "Analyze" the resume, identify the skill gaps, and provide the required learning materials along with the exact "Jobs" that match the user profile. On the one hand, the proposed career portal has utilized the concept of "Natural Language Processing" by using the API provided by the "OpenAI" organization for extracting the entities from the resume. The proposed career portal has the potential to achieve an accuracy level of 92% with the assistance of the proposed "ML Powered Career Portal," especially with regard to the context of the resume, and the accuracy level touching 89%, especially with regard to the context of identifying the skill gaps in the resume. The nature of the operations carried out by the proposed career portal is such that it takes only 3 seconds to get the work done.