I assume that it's fairly heavy to account for the amount of force behind it when thrown, although that could be attributed to Cap's super-strength. However, I seem to recall an occasion where a normal human being picked it up.
Is there a stated canon for how heavy Captain America's shield is and does this vary between continuities? (The Marvel Movie Universe, for example, says that the shield made of a lightweight yet durable alloy)