The present invention relates to a cosmetic composition comprising one or more particular non-amino polyalkylsiloxanes comprising at least one fatty chain, one or more oxyethylenated polymers and one or more fatty alcohols. The invention also relates to a cosmetic treatment process of keratin materials, and particularly a method for conditioning keratin fibres, and in particular human keratin fibres, using this composition.