You can search by Map-Lot#, Address, or Last Name.  Less is more when searching, so if your property doesn't show up, try putting in just the first word of your street name, then pick from the list.

The Property ID number is listed as the "Map-Lot" on your tax bill. Please enter it as it appears on the bill with the dashes.