Heat olive oil in a small skillet over medium heat. Pour eggs into skillet; cook and stir eggs until set, 3 to 5 minutes.
Place black beans in a microwave-safe bowl. Microwave at High power until warm, about 1 minute. Divide between two bowls.
Divide scrambled eggs between each bowl; top each with avocado and salsa, then season with salt and black pepper.