I Built a Job Search Engine That Scores Every Listing Against My Resume — 0 API Keys, Runs Locally
📰 Dev.to · Mohamed AlQouqa
Build a local job search engine to score job listings against your resume without using API keys
Action Steps
- Collect and preprocess job listings data using web scraping techniques
- Tokenize and vectorize job descriptions and your resume using natural language processing (NLP) libraries
- Calculate the similarity score between job listings and your resume using cosine similarity or other metrics
- Rank job listings based on their similarity scores and display the results in a user-friendly interface
- Refine and fine-tune the model by incorporating additional features such as skills, experience, and location
Who Needs to Know This
This project is useful for developers and data scientists who want to automate their job search process and prioritize listings based on their resume. It can also be applied to other areas such as recruitment and talent acquisition.
Key Insight
💡 Using NLP and cosine similarity, you can automate the job search process and prioritize listings based on your resume
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🚀 Build a local job search engine to score job listings against your resume without using API keys! 💻📄
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