[Python] How to calculate similarity score for resumes/CV pairs - python

Discussão em 'Python' iniciado por Stack, Maio 26, 2025.

  1. Stack

    Stack Membro Participativo

    I have job description as free text (containing required skills and licenses/certifications) and parsed resume (also free text) as datapoints. I would like to calculate a similarity score between them.

    It's a similar use case to this post, I've also tried a Naives Bayes model for classification. However, none of those approaches work for my case.

    Are there any more advanced approaches I can apply without using LLMs? Given that is sensitive data its use is not permitted at the moment.

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