Build a CV and JD parsing + matching algorithms


I require someone to build a python based matching CV and JD parsing and matching algorithm.

So basically, this algorithm will ask a user to submit CVs and Job Descriptions.

The inputs would comprise of :

1. n number of CVs

2. m number of JDs (Job Descriptions)

The output will be in the form of -

1. Parsed Job Description JSON

2. Parsed CV JSON

3. Absolute Matching scores for each CV against each Job Order and vice versa.

4. Abolute matching scores for each job order against each CV

Please let me know if you have worked on a similar project? Also, which libraries would you be able to re-use.

I require you to to provide me the following -

1. Your methodology to go about this project

2. What would you require from me

3. What would be a good time frame for this project

Квалификация: Алгоритмы, Machine Learning (ML), Естественный язык, Python, Архитектура ПО

Показать больше resume parsing techniques, resume parsing algorithm, skill matching algorithm, machine learning resume parser, resume ranking algorithm, natural language processing resume, resume parser using python, nlp resume parser, python, machine learning

О работодателе:
( 30 отзыв(-а, -ов) ) Mumbai, India

ID проекта: #16190479

10 фрилансеров(-а) в среднем готовы выполнить эту работу за ₹24200


Dear sir. Your project attracted my attention at first glance, because I've really rich experience in Machine Learning. I'm really confident about your project, and very eager to join your project. If we have a chan Больше

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Hi, I'm working in machine learning field for last 1 year and I'd like to take on this project. I'll be using keyword matching scheme, that is I'll take extract keywords from the CV and JD that properly describes them Больше

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