2 papers
econ.GN2020
Predicting Skill Shortages in Labor Markets: A Machine Learning Approach
Nik Dawson, Marian-Andrei Rizoiu, Benjamin Johnston +1
Skill shortages are a drain on society. They hamper economic opportunities for individuals, slow growth for firms, and impede labor productivity in aggregate. Therefore, the abilit…
cs.CY2019
Adaptively selecting occupations to detect skill shortages from online job ads
Nik Dawson, Marian-Andrei Rizoiu, Benjamin Johnston +1
Labour demand and skill shortages have historically been difficult to assess given the high costs of conducting representative surveys and the inherent delays of these indicators.…