The present work provides first insights to the genome of an important new aquaculture fish species, the Greater Amberjack (Seriola dumerlii). The aim was to generate valuable molecular resources for the Greater Amberjack in form of a first draft genome as well as gonad and muscle reference transcriptomes. Further differential expression analysis provided first insights of the molecular mechanism underlying sex differences as well as differences between fast and slow growers.