We propose a fast algorithm for the computation of any order derivatives of robots' forward kinematics. We calculated second derivatives to show its application in real-time robotics. Then, an algorithm for solving the inverse kinematics problem at singularities under degenerate conditions is proposed. The algorithm was successfully tested on a 7 degree of freedom robot.