Fill a large pot halfway with water. Cover and bring the water to a boil over high heat. Salt the water and add the broccoli. Boil until the broccoli is crisp-tender, about 5 minutes.
Drain, transfer the broccoli florets to a large bowl, and toss with the oil to coat. Season the broccoli florets with salt and pepper, to taste, and serve.