Natural Language Processing for Data Science Workforce Analysis

Author:

Prema Prof. M., ,M Prof. Ramya,Raju Prof. V., ,

Abstract

As the demand for people with Data Science and Data Analysis skills are rising at a very high rate, periodic exploration of the skill sets for jobs in these fields have become essential. This research presents the use of Natural Language Processing for Human Resource Management. It presents the application of such techniques and tools as Python Libraries with Beautiful Soup and Selinimum, Web Scrapping, Topic Analysis, Sentiment Analysis, and Natural Language Processing.

Publisher

Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP

Subject

Computer Science Applications,General Engineering,Environmental Engineering

Reference8 articles.

1. Fortune Business Insights, "AI Market Size by 2029" Report ID:FBI100114, Artificial Intelligence Market Growth, Trends, Forecast, 2029 ( Fortunebusineeinsights.com)

2. Sengupta, R., " How Natural Language Processing can Revolutionize Human Resources" , Academy to Innovate HR ( 2022).

3. Lexalytics Whitepaper, "Machine Learning for Natural Language Processing and Text Analytics" (2022), https://www.lexalytics.com/resources/ml-nlp-whitepaper/

4. Guenole, N., and Feinzig, S., " The Business Case for AI in HR With Insights" , IBM Smart Workforce Institute Report ( 2017), https://www.ibm.com/downloads/cas/AGKXJX6M

5. Alibasic, A., Upadhyay, H., Simsekler, M.C.E. et al. Evaluation of the trends in jobs and skill-sets using data analytics: a case study. J Big Data 9, 32 (2022), https://doi.org/10.1186/s40537-022-00576-5 [CrossRef]

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