Job Description Analyzer
A practical CLI tool that compares job descriptions against a defined skill set, identifies matched and missing skills, and produces a simple match score.
Project Overview
This project analyzes job descriptions and compares them against a predefined set of skills. It uses keyword matching to identify matched and missing skills and provides a simple match score.
The tool supports analyzing multiple job descriptions at once, making it useful for quickly evaluating how well a skill set aligns with different roles. This project demonstrates practical experience with file handling, text processing, and building small automation tools to solve real-world problems.
Key Features
- Skill matching and gap detection — identifies which skills are present and which are missing from each job description
- Match scoring system — calculates a score based on relevant skills found in the job description and compares them against a defined skill set
- CLI interface — runs from the command line with minimal setup
How It Works
- Reads job descriptions from text files
- Normalizes text to ensure consistent, case-insensitive keyword matching
- Matches normalized content against a predefined skill list
- Calculates a match score and outputs results to the console
What I Learned
Building this tool reinforced several concepts that apply well beyond this specific project:
The importance of clean input/output — well-normalized input prevents false negatives, and clear output makes the results actually useful.
Handling multiple files in a single run requires thinking about error handling, consistent output formatting, and how failures in one file should affect the others.
How to design simple but useful tools — restraint matters. A focused tool that does one thing well is more valuable than an over-engineered one.
Tools & Technologies
This project reflects my approach to building practical tools that simplify real-world tasks through automation and structured analysis.