While the air fryer is preheating, add the salmon bites in a medium bowl and toss together with oil, salt, and black pepper.
In a separate small bowl, whisk together the honey, chipotle peppers in adobo sauce, and soy sauce.
Reserve 3 tablespoons of the marinade in a small bowl, and pour the remaining marinade over the salmon.
Arrange the salmon in the air fryer basket in a single even layer. Air fry for 6 minutes, shaking the basket halfway through.
Once fully cooked, brush the salmon bites with the reserved marinade and serve.
Notes
Depending on the size of your air fryer, you may need to work in batches.
Add extra crispiness and crunch by using 1 cup panko bread crumbs. Marinate the salmon as directed and then roll them in panko bread crumbs before air frying.