Coat the salmon and vegetables with olive oil. Season them with salt and pepper. Arrange the vegetables and fish portions skin side down on a baking sheet.
Broil for 5 minutes. Check for the asparagus – it can be already cooked. If so, transfer the asparagus onto a platter and continue cooking the fish and other vegetables for 3-5 minutes more.