Stocks jumped in early trading after the Labor Department said employers added 203,000 jobs last month, greater than the 180,000 economists had forecast.
The Dow has been on fire lately, propelled higher by a combination of solid corporate earnings, a steadily strengthening economy and easy-money policies from the Federal Reserve.
Stocks held near record highs in early trading Wednesday amid excitement over Twitter's market debut and after U.S. economic growth accelerated in the third quarter to the fastest pace in a year.