Why do you think he became a colliery blacksmith? If I have the right family then in 1881 he was a Boilersmith and his sons, who had also been blacksmiths, were also working in the ship building industry.
By 1891, although working as a blacksmith again, he has was living about half a mile from Newcastle Quayside, so I think it unlikely he was working in a colliery.