Elastic neutron scattering experiments on CeAs have been performed under high pressure. A new magnetic ordering with a ferromagnetic component is induced above approximately 1.1 GPa, and a magnetic P-T phase diagram up to 3 GPa is determined. A qualitative aspect for the relation between the pressure-induced new magnetic phase and the crystal field splitting is discussed.