# How to extract skills from job description using neural network

I am doing a project where I have to extract skills from Job Description.

I have attempted by cleaning data(not removing stopwords), applying POS tag, labelling sentences as skill/not_skill, trained data using LSTM network. But while predicting it will predict if a sentence has skill/not_skill.

Glimpse of how the data is

description                       skill/not_skill
Datacience and machine_learning         skill
not information extracted               not_skill
learn skill Python                        skill


I have read articles and research papers but I am not sure how to proceed after this. How do I extract skills.

This method I am following is from this research paper (using Supervised approach). https://confusedcoders.com/wp-content/uploads/2019/09/Job-Skills-extraction-with-LSTM-and-Word-Embeddings-Nikita-Sharma.pdf

• I found multiple articles on medium related websites; I was able to find only this: towardsdatascience.com/…
– Jako
Aug 23 '21 at 8:56