Mammoth Lakes got like 14 feet of snow recently so yes the Sierra mountains get a lot of snow.

Generally the only folks that have snow tires in Cali are the hardcore skiers and snowboarders that go every chance they can when there is powder.

The rest of folks generally don’t have winter tires, but have chains for emergencies.