AI-Driven Interviewer: Enhancing Interview Experience Through Conversational AI
摘要
In the realm of job interviews, real-time challenges exist for both interviewers and job seekers. Interviewers often grapple with the time-consuming nature of sifting through numerous resumes, manually screening candidates, and conducting. Repetitive initial interview stages. Additionally, they encounter challenges related to ensuring standardisation and objectivity in evaluating candidates, thus potentially leading to bias and subjectivity in the process. Conversely, job seekers commonly face issues such as lack of feedback, limited preparation opportunities, and difficulties in showcasing their skills effectively within the confines of a traditional interview format. The AI-Driven Virtual Interviewer project resolves these challenges by integrating advanced technologies. It streamlines the initial screening process for interviewers, saving time and resources by automating the extraction of relevant information from resumes and generating standardised interview questions. Moreover, the project mitigates bias by offering an objective evaluation process, ensuring every candidate is assessed against the same criteria. For job seekers, the project provides a more realistic and immersive interview experience, thereby addressing the lack of adequate preparation opportunities. It allows candidates to practise in a lifelike environment, receive immediate feedback, and consequently improve their interview skills and confidence.