Le 10 Sport report that the Parisians are the latest side to sound out the Malaga coach, who is in demand.
Manchester City and Chelsea are also reported to be keen on the Chilean.
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Since Guus Hiddink arrived at the helm, Chelsea have improved considerably after a tricky start to the campaign.
Newcastle United are staring down the barrel of relegation to the Championship for the second time in the past eight years.