WASHINGTON—An encouraging monthly jobs report on Friday buoyed Democrats, who seized on a pickup in hiring as evidence of the economy's recovery as the presidential election approaches.

Republicans, meanwhile, pointed to still-high unemployment as grounds for replacing President Barack Obama with GOP candidate Mitt Romney. At 7.9%, the unemployment rate is one-tenth of a percentage point higher than it was in January 2009, when the president took office.

The...