Preheat the air fryer to 400°F (200°C).
In a bowl, toss the chicken with the olive oil, salt, pepper, Italian seasoning, smoked paprika, and garlic powder until evenly coated.
Place the chicken in a single layer in the air fryer basket, skin side up; cook at 400°F (200°C) for 12 minutes, flipping halfway through, or until the internal temperature reaches 165°F.
Remove the chicken thighs from the air fryer and let them rest for 5 minutes before serving.