On February 26, 1775 men under Pickering's command were involved in one of the earliest military engagements in the American Revolution, a confrontation locally referred to as "Leslie's Retreat."
In December 1776, he led a well-drilled regiment of the Essex County militia to New York, where General George Washington took notice and offered Pickering the position of adjutant general of the Continental Army in 1777.