Cook the pizzas according to the package directions. Meanwhile, heat the olive oil in a large nonstick skillet over medium heat. Crack the eggs into the skillet and cook until the whites are set but the yolks are still runny, 3 to 4 minutes.
Place on top of the cooked pizzas and sprinkle with the Pecorino and 1/2 teaspoon black pepper.