Nature Communications (Mar 2021)

Market-oriented job skill valuation with cooperative composition neural network

  • Ying Sun,
  • Fuzhen Zhuang,
  • Hengshu Zhu,
  • Qi Zhang,
  • Qing He,
  • Hui Xiong

DOI
https://doi.org/10.1038/s41467-021-22215-y
Journal volume & issue
Vol. 12, no. 1
pp. 1 – 12

Abstract

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The value assessment of job skills is critical for companies to select and retain the right talent and for individuals to develop them. Here the authors show that a data-driven method based on an enhanced neural network can assign meaningful value to job skills in a quantitative way and outperforms benchmark models for job salary prediction.