Mr Wray served under George W Bush as an assistant attorney general from 2003 to 2005.
He was also a lawyer representing New Jersey Governor - and Trump ally - Chris Christie during the "Bridgegate" scandal.
Mr Trump described Mr Wray as "a man of impeccable credentials" in a tweet on Wednesday.
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