Preheat oven to 425°F. Place beef bacon on a baking sheet and drizzle with brown sugar. Bake for 10 minutes. Flip over and bake an additional 2-3 minutes. Let cool and cut into small strips.
Prepare orzo according to package instructions and toss with cooked beef bacon, oil, vinegar, salt, pepper, and top with scallions.