Title
Analysis of Occupational Profiles in the Brazilian Workforce Based on Non-Negative Matrix Factorization
Date Issued
28 August 2022
Access level
metadata only access
Resource Type
journal article
Author(s)
University of Campinas
Publisher(s)
Elsevier Inc.
Abstract
In this work we analyse occupational profiles in the Brazilian workforce through data analysis. To achieve that, we implement NMF clustering over data provided by the Brazilian Ministry of Economy. Additionally, we make use of the data on probability of automation of occupations published in the work of Frey and Osborne, originally developed in the context of the US workforce, to extrapolate a model for the Brazilian workforce. Finally we analyze the resulting datasets, focusing on investigating in which ways these combined data could inform us about the occupational profiles in Brazil.
Volume
29
Language
English
OCDE Knowledge area
Ingeniería eléctrica, Ingeniería electrónica
Subjects
Scopus EID
2-s2.0-85134705078
Source
Big Data Research
ISSN of the container
22145796
Sponsor(s)
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Sources of information:
Directorio de Producción Científica
Scopus