The fire broke out at the disused St Peter's High School in the Creggan area a short time ago.
Extensive damage has been caused to the property.
In a statement the PSNI urged residents living nearby to stay inside due to the amount of smoke being generated.
In July a local councillor said the school which closed recently should be knocked down after it was targeted by arsonists.
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