Cut squash lengthwise and remove seeds. Rub cut sides with olive oil and sprinkle with salt and pepper. Place on parchment paper lined baking sheet cut side down.
When squash is cooked through, remove from oven and reduce oven temperature to 375°F. Let squash cool slightly so it is cool enough to handle and then scoop out flesh.