*"Hi everyone, welcome back! In this video, I’m going to show you how Generative AI can be applied in a Data Engineering project — specifically, a Resume Analyzer that checks how well a resume matches a given job description.
As data engineers, we usually work with pipelines, transformations, and structured data. But with Generative AI, we can go a step further — we can process unstructured text, like resumes and job postings, and use Large Language Models to extract skills, experience, and keywords.
In this project, we’ll build an AI-powered Resume Analyzer that:
Parses resumes and job descriptions into structured form.
Uses embeddings and similarity scoring to match candidate skills with role requirements.
Provides a fit score and highlights gaps between the resume and the job description.
This shows how Data Engineers can combine traditional data pipelines with modern Generative AI to solve real-world hiring and HR problems. Let’s get started!"*
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Generative AI introduction using "Resume Analyzer" for data engineers | NatokHD