Phase shifting is the key technique in phase shifting interference metrology and it greatly effects the measuring precision even results in a failure. A high precision phase shifter is presented in this paper. The error of the output voltage is less than 0.1% and the error of the phase shifter is less than 3 degrees. The ESPI measuring system with the phase shifter described in this paper can reach a precision of λ/100.