Rinse the shrimp and pat them dry. Place them in a large bowl.
Add olive oil and seasonings, then toss until shrimp are coated.
Pour shrimp into the air fryer basket, ensuring they are not stacked.
Air fry at 370°F for 6-8 minutes, tossing halfway through.
Check doneness; shrimp should be opaque at the tail.