Hiring increased in April, and the unemployment rate fell to its lowest level in a decade, signs the U.S. economy is rebounding after a lackluster winter.

The unemployment rate dropped 0.1 percentage point to 4.4% in April, matching the low point reached in the last economic expansion in May 2007, not long before a brewing housing bust sent the economy and financial system into a decadelong crisis and recovery.

The...