Preheat the oven to 375°F.
Place the parsnips in a small baking dish. Sprinkle with the cumin, lemon juice, and 2 tablespoons of the olive oil. Cover with foil and bake for 40 minutes, or until soft and sweet.
Place the parsnips cut side up on plates. Spoon the salmon roe over them, and serve.