No, it's adobe's way of letting you know that the area is transparent. Otherwise it would be hard to tell a transparent area from one that's pure white. If you want to keep the transparency, save in a format that allows transparency like tiff, psd, png. JPEG will fill the checkerboard areas with white.
Thank you Barbara.