Staples Inc., the office-supply giant headquartered in Framingham, said Monday that Michael A. Miles Jr., president and chief operating officer, will resign from the company, effective Feb. 2.

Miles has accepted a job with Berkshire Partners, the Boston-based investment firm, Staples said in a press release.