Gale-Shapley Algorithm Based Matching Software
Budget: $250 – $750 USD
As a recruiter seeking to revolutionize my process, I need a software engineer to design a matching system. Here's what I'm looking for:
- The design of a score employing Doc2Vec to measure similarity among job candidates. The purpose of this is to identify the most suitable candidates, ensuring an efficient process and successful matches.
- Modification of the Gale-Shapley algorithm for matching the candidates with companies.
- Make the algorithm able to integrate into our existing system seamlessly.
- It's a requisite that you develop this software using Node.js.
- This is a high priority project that is needed ASAP due to our hiring needs.
Ideal freelancer would be someone with a firm grasp of software engineering, Node.js mastery, and in-depth understanding of AI algorithms. A background in HR technology implementation would be highly beneficial. We're looking to start immediately, so please keep that in mind with your bid.
Inspiration can be seeked here: https://medium.com/@kirudang/job-resume-matching-part-2-2-matching-candidates-and-vacancies-using-the-modified-37e39c3bf0a + https://medium.com/@kirudang/job-resume-matching-part-1-2-obtaining-similarity-score-using-doc2vec-a6d07fe3b355
- The design of a score employing Doc2Vec to measure similarity among job candidates. The purpose of this is to identify the most suitable candidates, ensuring an efficient process and successful matches.
- Modification of the Gale-Shapley algorithm for matching the candidates with companies.
- Make the algorithm able to integrate into our existing system seamlessly.
- It's a requisite that you develop this software using Node.js.
- This is a high priority project that is needed ASAP due to our hiring needs.
Ideal freelancer would be someone with a firm grasp of software engineering, Node.js mastery, and in-depth understanding of AI algorithms. A background in HR technology implementation would be highly beneficial. We're looking to start immediately, so please keep that in mind with your bid.
Inspiration can be seeked here: https://medium.com/@kirudang/job-resume-matching-part-2-2-matching-candidates-and-vacancies-using-the-modified-37e39c3bf0a + https://medium.com/@kirudang/job-resume-matching-part-1-2-obtaining-similarity-score-using-doc2vec-a6d07fe3b355