Taking into account the local weather in Oakland can help you maximize your time at the pool during your trip. The hottest months are usually July and August with an average temp of 66°F, while the coldest months are January and February with an average of 32°F. The snowiest months in Oakland are January, December, February, and May, with each month seeing an average of 31 inches of snowfall.