Depends on if there's a crusty top layer to the snow or not. If its all fluff, there's no issue.
If we get a good snow, and it partially melts, and re-freezes (or if there's a layer of freezing rain on the top), then it can cause issues with the dogs. In those cases, the birds are going to...