Place the air fryer close to an exhaust fan and preheat to 285 degrees F (140 degrees C).
Place bacon onto a cutting board and slice in half crosswise. Stuff each date with 1 almond and wrap with 1/2 slice of bacon. Place the bacon-wrapped dates into the basket of the air fryer, end side down, not touching.
Air fry until fat has been rendered, 10 to 11 minutes. Remove to a paper towel-lined plate to drain. Serve warm.