Preheat oven to 425°F.

In a small bowl, combine olive oil, cumin, paprika, garlic powder, salt and pepper. Mix well.

Place chicken thighs on a baking sheet and rub spice mixture all over.

Roast for 35 minutes, until chicken is browned and juices run clear.

Let rest 5 minutes before serving.