A new and distinct cultivar of Rose plant named ‘ESM R031’, characterized by its upright, long and strong flowering stems vigorous growth habit and high productivity relatively large red-colored flowers that are typically grown as spray types excellent postproduction longevity and relative tolerance to Powdery Mildew.