Preheat oven to 500°F. Trim bottoms of asparagus. Remove parsnips from milk and dice.
On a baking sheet, liberally drizzle parsnips and asparagus with olive oil and season with salt and pepper. Roast for 20 minutes until done and tender. Cool and chop asparagus into matchsticks. Lower oven heat to 350°F.