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Inside the Resume Parsing Pipeline: Where Extraction Breaks

Community description: If you’re building or evaluating an ATS integration, resume parsing looks simple from the outside and...

Dev.to | Sep 19, 2026 | John Zacharia

Automated excerpt

Digital documents (real PDF/DOCX with selectable text) yield a text stream directly. Stage 2: Section detection and entity recognition. The extracted text gets segmented into sections (experience, education, skills) and tagged: employer names, job titles, date ranges, degrees, certifications.

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