Answer
Yes. The Bible says so. In Mark 6:3, the people of Nazareth, Jesus' hometown, astonished by the way he spoke with authority, ask, "Is he not the carpenter, the son of Mary?" Jesus is spoken of here as "the carpenter," rather than as the "the carpenter's son," as in the passage you cited.
