Beat the eggs with sugar and vanilla sugar until frothy. Slowly add the rapeseed oil and milk. Mix the flour with baking powder and mix in with the poppy seeds and lemon zest.
Place in a springform pan lined with baking paper. Bake in the preheated oven at 190 ° C for about 40 minutes.