East Bay Regional Parks officials say the incident happened just before 4 p.m. in a cove outside of the guarded area. They say the man entered the water to retrieve an oar that fell in from his family's boat.
Park officials say the man immediately began to struggle after jumping into the lake and went underwater.
The man has not yet been identified.
Stay with ABC7 News for the latest details on this developing story.