Through an in?depth analysis of the noise of an underwater vehicle which uses contra rotating propellers for propulsion, the noise characteristics of the underwater vehicle are understood and mastered. Aiming at the shortcomings of contra rotating propellers in noise reduction, this paper analyzes using pump?jet propulsor for noise reduction, and puts forward the idea of noise reduction for each device of underwater vehicle. After considering the influence of fin rudder and appendages on navigation noise and the requirements of original products for navigation performance, a preliminary design of pump?jet propulsor is carried out. The pump?jet propulsor is expected to reduce noise by 4 dB to 5 dB.