The recruitment sector is undergoing a transformation, primarily driven by artificial intelligence (AI) technologies and the emergence of new job portals. These innovations are changing not only recruitment methods but also how candidates interact with the job market. The recent launch of an AI-supported job portal, such as Yes Job Marketplace, underscores this trend. At the same time, concerns are emerging about the ethical and security implications of AI in recruitment, particularly regarding deepfakes and fraud.