Build a Resume Parser & Job Matcher API with...

In today’s competitive talent market, recruiters often sift through hundreds of resumes for a single role. Manually comparing each resume against a job description is tedious and inconsistent. In this article, we’ll build a Resume Parser & Job Matcher a REST API that: Extracts text from PDF, DOCX, or TXT resumes. Compares the resume against one or more job descriptions. Returns a match score (0–100) based on cosine similarity and skill overlap. We’ll use FastAPI for the web framework, spaCy for