The FAMEAIS EMJM proposal, Functional Advanced Materials Engineering with Artificial Intelligence for Sustainability, aims to provide high-level graduates for European research and industry, proactive in mobilizing artificial intelligence methods and addressing the sustainability challenges in the field of Advanced Materials, a strategic key enabling technology for European competitiveness. The overall objective of the FAMEAIS programme is to train the most promising students from all over the world, in a multidisciplinary approach, to develop new paths for the design and manufacture of sustainable materials. Fully taught in English, this 120 ECTS master programme will lead to Double Master Degrees in Materials Science and has the ambition to provide Joint Degrees. FAMEAIS will gather six European HEIs, leading in the field of materials science: Aveiro in Portugal, Grenoble Institute of Technology in France, Augsburg and Darmstadt in Germany, Liège and Louvain-la-Neuve in Belgium. FAMEAIS curriculum implements Artificial Intelligence training and sustainability considerations through the teaching of Physics and Chemistry of Materials. The teaching assets rely on innovative learning practices based on learning-by-doing approach, virtual exchanges and blended mobility. Associated partners from industry, RTOs, worldwide universities and alumni are strongly involved in student mentorships, e-seminars, plant visits, company internships and master thesis. The FAMEAIS graduates, prepared to work in a multicultural professional environment, will join industry and/or PhD positions, or even start their own business in the technological domain of functionalized advanced materials, tackling both technological and sustainability challenges.