Classify Multilingual Labour Market Free-Text to Standardized
Hierarchical Occupations
Allows the user to map multilingual free-text of occupations to a broad range
of standardized classifications. The package facilitates automatic occupation coding
(see, e.g., Gweon et al. (2017) and Turrell et al. (2019)
), where the ISCO to ESCO mapping is exploited to extend the
occupations hierarchy, Le Vrang et al. (2014) . Document
vectorization is performed using the multilingual ESCO corpus. A method based on the
nearest neighbor search is used to suggest the closest ISCO occupation.