How to Build a Résumé Screening System Using Python
Screening résumés manually is time-consuming when a job opening receives hundreds of applications. This tutorial builds a résumé screening system in pure Python that turns unstructured résumé documents into a ranked leaderboard, using multiprocessing to process files in parallel.
The complete tutorial is published on freeCodeCamp.
→ Read: How to Build a Résumé Screening System Using Python and Multiprocessing
What You'll Learn
- Parse PDF and DOCX résumés and extract text
- Analyse a job description to identify required skills
- Match résumé content against a skills taxonomy
- Rank candidates with a weighted scoring algorithm
- Speed up processing with Python multiprocessing
- Build a web interface and deploy the application