Resume Parsing Guides
Working code, honest comparisons and compliance playbooks — every guide written to be the last tab you need open on its topic.
Tutorials — working code
- Parse a Resume in Python: PDF to JSON in Under 30 Lines A working Python tutorial: send a PDF resume to a parsing API, poll the async job and read 50+ structured fields — requests-only, no ML setup.
- Parse a Resume in PHP & Laravel: 2 Packages, 15 Minutes Use the official PHP or Laravel SDK to parse resumes into structured JSON: install, one service call, webhook or polling — full code included.
- Parse a Resume in Node.js: Async PDF to JSON Tutorial Node.js tutorial for resume parsing: multipart upload with fetch, async job polling, typed access to 50+ candidate fields. Copy-paste ready.
- Bulk Resume Parsing: 10,000 Legacy CVs Without a Meltdown Turn a folder of 10,000 legacy CVs into a searchable candidate database: async job queues, webhooks, rate strategy, dedupe and cost estimation.
Comparisons — choosing a parser
- 7 Best Resume Parser APIs in 2026 (Prices Compared) SharpAPI, Affinda, RChilli, Textkernel, Daxtra, SuperParser and HireAbility compared on pricing model, formats, languages and integration effort.
- Open-Source Resume Parsers vs APIs: The True Cost in 2026 Free parsers cost engineering time: OCR pipelines, layout bugs, accuracy tuning, privacy reviews. When open source wins and when an API is cheaper.
- Build vs Buy a Resume Parser: The 6-Month Reality Check What building a resume parser in-house actually takes: OCR, layout models, 80+ languages, schema upkeep — versus wiring an API in an afternoon.
Compliance — GDPR and AI law
- GDPR Resume Parsing: 7 Rules for Handling Candidate Data Seven concrete GDPR rules for parsing candidate CVs: lawful basis, retention, transient processing, vendor DPAs and what to ask any parsing provider.
- AI Resume Screening Laws: NYC LL144 and the EU AI Act AI hiring tools face bias audits under NYC Local Law 144 and high-risk rules under the EU AI Act. Why explainable, PII-blind scoring is the safe design.
Matching — scoring candidates
- Semantic vs Keyword Matching in Recruiting: What Wins? Keyword matching misses the developer who wrote "built REST services in Django". How semantic scoring reads meaning, and where keywords still help.