The Skill Extractor is an intelligent career-support system that analyzes resumes using machine learning to provide personalized skill insights and job recommendations. By comparing user skills with market trends and a large job database, it identifies gaps, highlights strengths, and suggests relevant career paths. The system supports multiple file formats such as PDF and DOC, ensuring wide accessibility. Its market-driven skill ranking and tailored suggestions help job seekers understand their relevance in a rapidly changing job market. Ultimately, it empowers users to make confident, informed decisions about their professional growth.

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Skill Extractor in Resumes Using Machine Learning and Streamlit

  • Challa Bharath Kumar,
  • Kothi Satish Kumar,
  • Chippada Sai Vamsi,
  • Katamaneni Madhavi

摘要

The Skill Extractor is an intelligent career-support system that analyzes resumes using machine learning to provide personalized skill insights and job recommendations. By comparing user skills with market trends and a large job database, it identifies gaps, highlights strengths, and suggests relevant career paths. The system supports multiple file formats such as PDF and DOC, ensuring wide accessibility. Its market-driven skill ranking and tailored suggestions help job seekers understand their relevance in a rapidly changing job market. Ultimately, it empowers users to make confident, informed decisions about their professional growth.