Working out of state

Hi, I live in Illinois and I'm employed by a company that resides in Wisconsin. They told me they aren't able to withhold state taxes and that I'd need to save 10% of my income to pay them myself. Is this correct and if so how do I actually go about paying? Do I just file like I normally would at the beggining of the year?

Thanks.