A semiconductor device is described as including a first fin having a layer formed of a first semiconductor material and a second fin that is formed of a second semiconductor material. The first and second semiconductor materials are different. The second semiconductor material may have a mobility of P-type carriers that is greater than a mobility of P-type carriers of the first semiconductor material. The second fin includes a layer formed of the first semiconductor material below the layer formed of the second semiconductor material. The semiconductor device further includes a hard mask layer disposed on the first and second fins and an insulator layer disposed below the first and second fins. The first and second semiconductor materials include silicon and germanium, respectively. The first and second fins are used to form respective N-channel and a P-channel semiconductor devices.