After 13 years as the top executive at Ucore Rare Metals Inc., Jim McKenzie is stepping down from his role as president and CEO of the rare earth exploration and technology company to pursue other business interests.

Under McKenzie's leadership, Ucore established a rare earths deposit at its Bokan Mountain project in Southeast Alaska and has pursued new technologies to separate the rare earths,...