Hunting in Ipswich is allowed only with permission of a landowner, including on Town owned land. Permits to hunt on limited Town owned locations are issued by the Ipswich Police Department, 978-356-4343. Click the following for more information on how to stay safe while hiking on Ipswich trails during deer hunting season. Hunting Precautions for Trail Users.