Income-to-rent proportions exceed 40 percent in metro markets

San Francisco, at $3,715, has highest median rent cost

Some of the most rapidly growing job markets are in cities with a very high cost of rental living. The proportion of income to rent in 11 of the top 17 metros for job growth exceeds 33 percent, according to recent info from real estate database Mad Valorem.