Heavy smoke has been seen at 16 North Bond Street, in which the top two floors are apartments and the bottom floor appears to be for commercial use, WABC 7 reports.
No injuries have been reported and residents in nearby buildings were evacuated, WABC reports.
Firefighters from White Plains and Yonkers are assisting in battling the blaze.
Click here to follow Daily Voice Eastchester and receive free news updates.