The London Evening Standard says the Argentine wants to stay in England.
Pochettino sees the Premier League as his biggest challenge and is expected to apply for the job at Manchester United should it come up.
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Erik ten Hag is remains under pressure at Old Trafford.
Pochettino guided Chelsea to sixth place in the Premier League this season, but was still pushed out.