Adaptively selecting occupations to detect skill shortages from online job ads. - Nik Dawson; Marian-Andrei Rizoiu; Benjamin Johnston; Mary-Anne Williams (IEEE BigData, 2019)

Predicting Skill Shortages in Labor Markets: A Machine Learning Approach. - Nikolas Dawson; Marian-Andrei Rizoiu; Benjamin Johnston; Mary-Anne Williams (IEEE BigData, 2020)

Curriculum profile: modelling the gaps between curriculum and the job market. - Aleksandr Gromov; Andrei Maslennikov; Nikolas Dawson; Katarzyna Musial; Kirsty Kitto (EDM, 2020)

Predicting Labor Shortages from Labor Demand and Labor Supply Data: A Machine Learning Approach. - Nikolas Dawson; Marian-Andrei Rizoiu; Benjamin Johnston; Mary-Anne Williams (CoRR, 2020)

Job Transitions in a Time of Automation and Labor Market Crises. - Nikolas Dawson; Marian-Andrei Rizoiu; Mary-Anne Williams (CoRR, 2020)

Changing Labour Market Dynamics in Australia: Skill Shortages, Job Transitions, and Artificial Intelligence Technology Adoption - Nikolas Dawson (2021)