Generative Artificial Intelligence and the Hiring Calculus.

Georgina Musembi, M.Sc.
3 min readApr 26, 2024

In recent years, the landscape of hiring and recruitment has undergone a significant transformation with the advent of Generative Artificial Intelligence (AI). Generative AI, a subset of artificial intelligence, refers to systems capable of generating new content, such as text, images, or even entire datasets, based on patterns and information gleaned from existing data.

By leveraging the power of machine learning algorithms, generative AI is streamlining hiring practices, making them more efficient and accurate than ever before. In the context of hiring, Generative AI is being leveraged to automate various aspects of the recruitment process, such as sourcing candidates and assessing their suitability for specific roles.

When it comes to candidate sourcing, recruiters would spend hours scouring job boards, social media platforms, and other channels to identify potential candidates. With Generative AI-powered tools, this process is much more effective and efficient. These tools can analyze vast amounts of data to identify candidates who match specific criteria, such as skills, experience, and cultural fit, significantly reducing the time and effort required to find qualified candidates.

Another area where Generative AI is making a significant impact is in assessing candidate skills and suitability for specific roles. Traditional methods of evaluating candidates, such as resumes and interviews, often need to be more accurate in assessing candidates’ abilities…

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Georgina Musembi, M.Sc.

Content Writer & Editor specializing in Wellness, Technology, Self development, Business wellness, Psychology & Book Reviews.