Staphylococcus aureus bacteria are ranked among the top five foodborne pathogens in the United States. Here, we report the draft genome sequences of 62 S. aureus isolates that originated from the manufacturing environment of an Illinois bakery and were associated with outbreaks between 2010 and 2011 in the United States.