Taking into account the local weather in Salem is an important factor for planning your visit, especially if you plan to spend your trip poolside. The hottest months are usually September and August with an average temp of 82°F, while the coldest months are February and January with an average of 78°F. Average annual precipitation for Salem is 35 inches.