In December 1991, Tan stepped down from the Cabinet to return to the private sector, and rejoined the Oversea-Chinese Banking Corporation (OCBC) as the Chairman and Chief Executive Officer from 1992–95, while retaining his seat in Parliament as a representative for the Sembawang Group Representation Constituency.