That is completely overshooting it. Rent in a safe area starts at $2k a month. At the 2.5% rule, that's 80k of income to qualify.
If you network and land in a rent controlled apartment (a friend of a friend has the 4th floor of a mansion in the haight for $900/month) you can do it for even less.