Preheat the oven to 175°C/ 350°F and line two 7-inch baking tins with parchment paper.
Whisk together the cake flour, baking powder, baking soda and salt. Set aside.
Using an electric mixer, whisk the eggs on medium speed (~1/2 minute)
Add the sugar and continue to beat on medium speed (~1/2 minute).
Add vanilla and oil and beat on medium speed (1 minute)
Decrease the mixer speed to low and slowly mix in ~ half of the flour mixture, alternating with the buttermilk until completely incorporated. Lastly, add in the lemon juice and lemon zest.
Do not over-mix. Beat until just combined and smooth, scraping down the sides of the mixing bowl as needed. The batter will be thin.
Pour batter into the two 7-inch baking tins. (For nice even layers, I measured them equally, about 860g each including the tin.)
Bake for 30-40minutes at 175°C /350°F or until a toothpick inserted in the center comes out clean. Let cool in the pan for a couple of minutes and then remove.
Cool the cakes completely to room temperature before frosting