Philips headed grocer Morrisons, now owned by US private equity firm Clayton, Dubilier and Rice (CD&R) between 2010 and 2015.
The company supplies major supermarkets with their own-brand food products.
Philips said he was looking forward to "helping to realise the significant future growth potential that I see for this business".
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