9. Miami

Cost of living as a percentage of salary: 53.6%

Paysa found more than 6,000 open jobs in the Miami area, with Royal Caribbean Cruises and Citrix topping a list of five companies that account for about 26 percent of the open positions.

Miami has the ninth-highest average annual salary among the cities surveyed, at $99,029.