In a large mixing bowl, combine the black beans, corn, cherry tomatoes, bell pepper, red onion, cilantro, and jalapeño (if using).
In a separate small bowl, whisk together the olive oil, red wine vinegar, garlic powder, cumin, salt, and pepper.
Pour the dressing over the bean and vegetable mixture and toss gently to combine.
Cover the bowl with plastic wrap and refrigerate for at least 30 minutes to allow the flavors to meld.
Serve chilled or at room temperature with tortilla chips or as a side dish.