Hutton, 56, will play the attorney of oilman J Paul Getty (Kevin Spacey), who was reluctant to pay the ransom, reported Deadline.
The "Ordinary People" has joined previously announced cast that include Michelle Williams, Mark Wahlberg and Charlie Plummer.
"All The Money In The World" is currently in production in Europe.
The film is being produced by Scott, Dan Friedkin, Bradley Thomas, Mark Huffam, Chris Clark and Quentin Curtis.