Our project on predicting employment in the machinery industry is covered by the leading Hungarian economic news portal. We collaborated with Dávid Szebeni from Enrawell Consulting Ltd. and Dr. Katalin Pál from the GKI Economic Research Co. Combining our data science skills with the domain specific knowledge of the aforementioned domain experts significantly improved the results of the predictive model.