The Federal Aviation Administration warned airlines about flying over Venezuela as it issued a notice urging them to “exercise caution” due to the “potentially hazardous situation” in the region.

With increasing reports of looming U.S. action in Venezuela and a buildup of U.S. military jets and warships gathering by the country's coast along the Caribbean Sea, the Federal Aviation Administrati...