Generative AI for Intelligent Talent Acquisition

Abstract

With the advent of Generative Artificial Intelligence (GenAI), the talent acquisition process is transforming, impacting every stage from sourcing jobs to creating job descriptions to parsing candidate resumes to assessing skills and even the interview process. This process can be enhanced by using large language models (LLMs) and advanced machine learning tools. To simplify the process by using language processing (NLP) and advanced machine learning. Recruitment: Find the right candidate for the right role and reduce recruitment costs; Match candidates to roles, reduce recruitment costs, and support data-driven hiring decisions. The quick adoption of GenAI in hiring has led to worries about algorithmic bias, data privacy, explainability, transparency, cybersecurity, regulatory compliance, lack of trust and transparency in recruitment practices, and accountability.