Preheat oven to 425°F (220°C). Separate cauliflower into florets. Toss with oil and spread out on a baking sheet. Sprinkle with chili powder, cumin, salt and pepper, then toss to coat. Roast for 20 to 30 minutes, stirring once or twice, until tender and golden.