He was appointed to the Bounty board in November last year.
Cochrane is known in the mining industry as a founding shareholder in Millennium Coal, and is a former managing director of Barlow Jonker.
Dr Colin Knox has stepped down from the chairmanship to pursue business interests in New Zealand, but will remain a non-executive director.