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. Continue reading...