信息技术招聘机器人框架

Prof. A.V. Kanade, Prof. M.A. Rane, Smiti Sunil Chandwadkar, Yogita Sunil Khalate, Tanaya Harishchandra Mane, Ghanishtha Anil Rane
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引用次数: 0

摘要

聊天机器人可作为虚拟助理与候选人互动。IT 招聘机器人框架使用聊天机器人系统实现招聘流程自动化。随着各类候选人的不断增加和对有经验员工需求的不断增长,IT 招聘市场正在迅速发生变化。招聘机器人框架是一种自动化招聘方法,它无需招聘人员亲自到场,从而加快了招聘流程。我们的研究将提供一种新颖的策略,将典型招聘程序的所有阶段与适当的监督结合起来,让应聘者获得面对面的面试体验。机器人技术在 IT 招聘程序中的应用彻底改变了企业寻找和录用人才的方法。首先,工作申请流程的自动化简化了与应聘者的初步沟通,提高了工作效率,减少了人力资源部门的开支。在当前的 IT 招聘环境中,对有效和高效程序的需求不断增加。本摘要提出了专为 IT 招聘行业设计的智能聊天机器人的想法。通过使用机器学习技术和自然语言处理(NLP),该聊天机器人旨在加快从寻找候选人到他们入职的整个招聘流程。聊天机器人可以根据招聘人员预先设定的标准进行初步筛选,收集和评估潜在求职者的简历,并与他们进行实时交流。此外,它还能通过设置面试、自动发送后续信息和定期更新申请状态,让招聘人员和应聘者之间的沟通更加顺畅。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robotics’ Framework for IT Recruitment
The chatbot functions as a virtual assistant for engaging with candidates. Robotic framework for IT recruitments uses chatbot system for automating recruitment processes. With a growing pool of varied candidates and a growing need for experienced workers, the IT recruitment market is changing quickly. The robotic framework for recruiting is an automated hiring method that speeds up the hiring process by doing away with the need for the recruiter to physically be present. Our study will provide a novel strategy that incorporates all phases of a typical hiring procedure with appropriate oversight, giving the candidate a face-to-face interviewing experience. Organizations' methods for finding and onboarding talent have been completely transformed by the use of robotic technologies in IT recruitment procedures. First of all, automating the job application process simplifies the preliminary communications with candidates, increasing productivity and cutting expenses for HR departments. The need for effective and efficient procedures in the current IT hiring environment is constantly rising. The idea of an intelligent chatbot designed especially for the IT recruitment industry is presented in this abstract. By using machine learning techniques and natural language processing (NLP), this chatbot seeks to expedite the entire hiring process—from finding candidates to onboarding them. The chatbot can do first screening based on predetermined standards established by recruiters, gather and evaluate resumes from prospects, and converse with them in real time. In addition, it makes it easier for recruiters and candidates to communicate smoothly by setting up interviews, sending automated follow-up messages, and giving regular updates on the status of applications.
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