I will explain how local statistics of random sorting networks can be understood from the eigenvalues of random anti-symmetric Gaussian matrices. The connection involves a bijection between sorting networks and Young tableaux, called Edelman-Greene bijection; it is a cousin of the celebrated RSK bijection.