Rainer Genilke (born 1 March 1968 in Finsterwalde) is a German politician. He has been a member of the Landtag of Brandenburg since 2024, having previously served from 2009 to 2019. From 2023 to 2024, he served as minister of infrastructure and regional planning of Brandenburg.