In a large mixing bowl, whisk together the lime juice, avocado oil, garlic, cumin, salt, and several grinds of pepper.
Add the black beans, corn, red pepper, cilantro, jalapeño, and red onion and toss to coat.
Fold in the cheese and avocado and season to taste. Sprinkle with cilantro leaves and toasted pepitas, if desired.