As yields on U.S. Treasurys have dropped to the lowest levels since October, the "Fast Money" traders on Thursday looked for yield elsewhere. They shared their top high-yielding stock picks.

To some, the utilities sector "just doesn't seem sexy enough," but Veracruz founder Steve Cortes noted these stocks have outperformed the overall market for some time now and often boast healthy dividend yields. The utilities are also domestic businesses, he added, so they have no exposure to Europe's ongoing sovereign debt crisis. He likes Southern Company in particular because its stock currently pays a 4.3 percent dividend yield.