Whisk together oil, oyster sauce and vinegar in a large bowl until evenly combined (the mixture will not emulsify). Add broccoli, sprinkle generously with pepper and toss well to evenly coat the broccoli in the sauce.
Spread on a baking sheet and roast, stirring the broccoli halfway through, until tender and beginning to brown, 10 to 15 minutes.