Oliver's catering business Fabulous feasts will be responsible for match-day food as well as catering for conferences and events.
The stadium boasts 11 kitchens, 19 bars and 69 corporate hospitality boxes.
American company Legends Hospitality, owned by the Dallas Cowboys and the New York Yankees, will be teaming up with Oliver.
Nigel Harris, managing director of Fabulous feats said: "We believe this will be the best stadium catering in the Premier League."
The project will not be Oliver's first Manchester-based venture. The chef already has a branch of his Jamie's Italian restaurant in the city centre.