Bradley was selected with the 19th overall pick in the 2010 NBA draft by the Boston Celtics. On July 2, 2010, he signed his rookie scale contract with the Celtics. The same day, he underwent successful ankle surgery and subsequently missed the 2010 NBA Summer League.