Preheat your oven to 180C / 350F / Gas Mark 4.
Grease and line a loaf tin with baking parchment.
In a large bowl, sift together your flour and baking powder, then add the salt, ground almonds and freshly chopped thyme. Mix together.
In another bowl, combine all the wet ingredients except for the olive oil using an electric whisk – the yoghurt, the vanilla bean paste and the eggs, as well as the granulated sugar and zest of your two oranges.
Add the wet ingredients to your bowl of dry ingredients and whisk together until combined, scraping down the sides of the bowl with a spatula to catch any stray flour.
Add the Extra Virgin olive oil and fold it into the cake batter, using a spatula until there are no streaks of oil left.
Pour into your prepared tin, level out the top and place in the oven for 50 minutes.
Remove your cake from the oven, and insert a skewer into the centre along the crack in the top. If your skewer comes out clean or with just a few crumbs clinging to it, your cake is ready. If it comes out wet, pop your loaf back in the oven for another 5 – 10 minutes.N.B. If you need to pop it back in and the top is browning too quickly, cover it with silver foil before baking further. Place on a wire rack, still in the tin, and if you are glazing your cake, prick all over with a cocktail stick, skewer or cake tester.