Preheat your oven to 180 C (350 F) and line a loaf pan with parchment paper and lightly spray some olive oil on the paper and sides of the pan.
In a large mixing bowl, cream together the sour cream, oil, eggs, and sugar until smooth.
Add the flour, baking powder, salt, and pickle juice, stir until just combined.
Fold in the cheese, pickles, and dill.
Pour into the prepared loaf pan. Bake until golden brown and a toothpick inserted into the center comes out clean.
Remove from the oven to a rack to cool completely.
Run a knife around the sides and turn out onto a rack. Slice when cooled, and better if chilled first.