WASHINGTON » Americans bought new homes in May at the fastest pace in more than two years. The increase suggests a modest recovery is continuing in the U.S. housing market, despite weaker job growth.

The Commerce Department said Monday that sales of new homes increased 7.6 percent in May from April to a seasonally adjusted annual rate of 369,000 homes. That’s the best pace since April 2010, the last month that buyers could qualify for a federal home-buying tax credit.

Even with the gains, the annual sales pace is less than half the 700,000 that economists consider to be healthy.

Yet the increase follows other signs that show the housing market is slowly improving nearly five years after the bubble burst.

Builders are gaining confidence in the market and starting to build more homes. Mortgage rates have plunged to the lowest levels on record, making home-buying more affordable. Prices remain low and have started to stabilize. And sales of previously occupied homes are much higher than the same time last year.

Though new homes represent less than 20 percent of the housing market, they have an outsize impact on the economy. Each home built creates an average of three jobs for a year and generates about $90,000 in tax revenue, according to the National Association of Home Builders.

One reason prices could rise is the supply of new homes for sale remains extremely low. Just 145,000 new homes were for sale in May. That’s not much higher than the 144,000 available in April, which was the lowest supply on records dating back to 1963.

The median price of a new home sold in May edged down 0.6 percent from the April to $234,500.