Rui Jorge ya horar da 'yan Portugal a gasar wasannin Olympics ta 2016 a Brazil, inda suka yi rashin nasara 4<unk>0 ga Jamus a wasan kusa da na karshe. Ya kuma kasance mai kula da bugun 2017
na gasar cin kofin nahiyar ta 'yan kasa da shekaru 21, wanda ya ƙare a matakin rukuni. A ranar 10 ga Oktoba, 2017, shekaru shida bayan asara ta ƙarshe don wannan matakin gasar, yana kan benci yayin da ƙungiyar ta yi rashin nasara 1<unk>3 a Bosnia da Herzegovina don cancantar gasar zakarun Turai ta 2019.