Valentyn's main research area is Econometrics including big data, networks, dependence modelling, Granger causality, model evaluation and prediction, state-space modelling and structural modelling. He is also interested in models with bounded rationality, heterogeneous agents, learning and economic interactions. Valentyn has been the chief investigator on various research projects and grants including the ARC Discovery Projects and DECRA.