US Bank's plans to expand its wealth-management group include hiring financial advisers as well as professionals with backgrounds in psychology and genealogy to help its ultrahigh-net-worth clients better understand their family histories.

"We are hiring as fast as we can," said Mark Jordahl, president of the wealth-management group of US Bank, a unit of US Bancorp.