This update introduces a resume-matching feature to the job filtering pipeline, replacing the previous neutral fallback score for resume similarity. The pipeline now dynamically compares job descriptions against a provided resume and a new skills taxonomy, weighting resume compatibility alongside seniority, location, and industry relevance. This ensures that the final job scores are better aligned with the user's professional background.