Rank Resumes Based on Job Postings

[angelacao2109]

Objective: Rank resumes in comparison to the job posting. Tasks:

• Develop a scoring system that ranks resumes based on keyword matches, contextual relevance, and overall fit.
• Use a weighted scoring algorithm to compare resumes to job postings.
• Implement the ranking logic and integrate it into the existing pipeline.

Estimated Time: 3 days

[angelacao2109]

1. Develop a Scoring System Objective: Create a method to score resumes based on how well they match the job postings. Tasks: Define a scoring algorithm that considers keyword matches, contextual relevance, and other important factors. Assign weights to different components (e.g., skills, experience, education) based on their importance. 2. Implement the Ranking Logic Objective: Integrate the scoring system into the existing pipeline. Tasks: Write a function that takes a resume and a job posting as input and returns a score. Sort and rank resumes based on their scores. 3. Test and Validate Objective: Ensure the ranking system works correctly and provides meaningful results. Tasks: Test the ranking logic with various resumes and job postings. Validate the results by comparing them with manual assessments.