The simple answer is yes, airplanes can fly in the rain. Modern aircraft are designed to operate safely in a wide variety of conditions, including rain and snow. The most extreme example is the NOAA Hurricane Hunters, who fly right into some of the fiercest weather on the planet day in and day out.