The paper describes a possibility of using lidar data for ozone concentration profile retrieval based on the neural network method. The capabilities of this method for profile retrieval at different schemes of the neural network learning, as well as the solution algorithm are considered. The results of retrieving the ozone concentration profile from lidar sensing data are presented.