If the snow is too heavy, use a shovel with a smaller blade. A big blade is heavy and slow, small blade is light and fast. Which moves snow faster, depends on the snowtype and methode. But with heavy snow, a smaller blade has the advantage.

I remeber using those plastic blades on snow, which had thickend up. Lasted about two shoves...