Prep the carrots. Wash the carrots and pat them dry before peeling the skin off. Spread out into a single layer with a little space in between on a lined baking sheet. Brush/rub olive oil over the carrots and season with salt and pepper. Place in the oven for 20 minutes, flip the carrots over to brown the other side and cook for an additional 10-12 minutes or until fork tender.