Preheat the oven to 450 degrees F (230 degrees C).
Toss carrots in a bowl with olive oil, lemon juice, sugar, cumin, cinnamon, garlic powder, and cayenne pepper. Transfer to a large roasting pan and arrange in a single layer.
Roast in the preheated oven, turning often, 20 to 30 minutes.