J.P. Morgan Chase & Co. Chairman and Chief Executive James Dimon discovered he had throat cancer after noticing something was amiss with his health within the last few weeks, according to a person close to the bank executive.

Mr. Dimon, who runs the nation’s largest bank by assets, disclosed Tuesday in a memo to shareholders and employees that his cancer is “curable” and hasn’t spread to other areas. He will spend…