The Federal Reserve's "very aggressive" easy money policy is going to stay that way for a "long time," St. Louis Fed President James Bullard told CNBC on Friday.

"This is a monetary policy that packs a punch," said Bullard, who's a voting member on the Federal Open Market Committee (FOMC).