asai2019/job-description-nlp
Analysis of Data Scientist Job Descriptions using Natural Language Processing
This project helps data science hiring managers, recruiters, and HR professionals better understand and structure job descriptions. It takes raw text from job postings and classifies statements into either responsibilities or qualifications, offering insights into key requirements. Additionally, it analyzes the semantic similarity of terms in job summaries, which can help in crafting more effective and targeted job descriptions.
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Use this if you need to systematically analyze data scientist job descriptions to identify common responsibilities, qualifications, and important keywords.
Not ideal if you are looking for a solution to analyze job descriptions outside of the data science domain or for real-time, high-volume job description generation.
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May 21, 2019
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