The organisation will be one of the country's leading new visual arts destinations, alongside Turner Contemporary in Margate, The Hepworth Wakefield, Towner in Eastbourne and BALTIC in Gateshead.
It will be asked to lead on developing talent in the visual arts, collaborating with other galleries across the area.