Candidates can create their profile and apply for various Job Positions. Recruiter will get a list of applicants ranked by similarity (cosine similarity) between the applicant's resume and job description. This will help the recruiter to quickly shortlist the most suitable candidates from a large pool of candidates for further process which is rather time consuming in traditional approach of going through each and every resume. TF-IDF vectorizer is used for converting the resume and job description text into vector representation. Pre-processing steps involves text cleaning, stop-word removal and lemmatization.
- NLTK
- Sklearn
- Form for floating a new Job
- List of opportunities under the Explore tab
- Profile section
- Applying for a position
- My applications section
- Change Password section
- List of applicants ordered by similarity (recruiter side)
- Shortlist functionality
- Users can view their application status
- Search Feature
