Skills Requirements for the 30 Most-Frequently Advertised Occupations in the United States: An Analysis Based on Online Vacancy Data

1. Nomura, Shinsaku – Imaizumi, Saori – Areias, Ana Carolina, Yamauchi, Futoshi. 2017. Toward Labor Market Policy 2.0: The Potential for Using Online Job-Portal Big Data to Inform Labor Market Policies in India. World Bank Education Global Practice Group: Policy Research Working Paper 7966

2. Boselli, Roberto, et al. 2017. WoLMIS: a labor market intelligence system for classifying web job vacancies. In: Journal of Intelligent Information Systems. pp. 1-26.