GitHub - NursultanBS/Skill-analysis-for-jobs-in-tech-industry: This project provides analysis of the top skills required for different job categories in tech industry and how they relate to each other. Some NLP techniques were used, such as TF-IDF vectorization on scraped data. The analysis was conducted by using unsupervised learning techniques such as Hierarchical Agglomerative Clustering algorithm with complete linkage, t-SNE plots, silhouette plots, Latent Dirichlet allocation algorithm and etc.

NursultanBS / Skill-analysis-for-jobs-in-tech-industry Public

Notifications You must be signed in to change notification settings
Fork 0
Star 0

This project provides analysis of the top skills required for different job categories in tech industry and how they relate to each other. Some NLP techniques were used, such as TF-IDF vectorization on scraped data. The analysis was conducted by using unsupervised learning techniques such as Hierarchical Agglomerative Clustering algorithm with c…