PRR Project

Summary

The University of Minho and the ALGORITMI Centre seek a proficient and innovative Assistant Professor in the field of Data Science and Machine Learning (DS&ML). This role encompasses tasks that contribute significantly to the advancement of research, innovation, and knowledge dissemination in the domains of data science and machine learning.Job description- Conduct Original Research: Lead and conduct original research in data science and machine learning, focusing on the development of novel algorithms, models, and methodologies. Address complex problems in areas such as predictive analytics, pattern recognition, computer vision, NLP and data engineering. - Collaborate with Interdisciplinary Teams: Engage in collaborative projects with researchers from diverse disciplines, fostering an interdisciplinary approach to DS&ML research. Contribute to research initiatives that apply DS&ML techniques to diverse domains, including healthcare, finance, industry and technology. - Publish in Leading Journals and Conferences: Disseminate research findings through high-impact publications in prestigious scientific journals and conferences. Actively contribute to the academic community by presenting research at conferences and workshops. - Grant Proposal Development: Contribute to the preparation and submission of research grant proposals to secure external funding for DS&ML research projects. Actively seek opportunities for research funding from government agencies, industry partners, and other sources. - Technology Transfer: Collaborate with industry partners to transfer research outcomes into practical applications. Contribute to the ALGORITMI Centre´s mission of translating cutting-edge DS&ML research into solutions with tangible societal and industrial impact. - Supervise Graduate Students: Mentor and supervise graduate students involved in DS&ML research projects. Provide guidance and support for their academic and research activities. - Integration of DS&ML in Education: Collaborate with the Department of Informatics to integrate DS&ML methodologies into educational programs. Contribute to curriculum development, teach relevant courses, and provide students with hands-on experience in DS&ML applications. - Stay Abreast of Emerging Trends: Keep abreast of the latest developments and trends in DS&ML research and related fields. Contribute to the intellectual environment of the ALGORITMI Centre/LASI and Informatics Department through participation in seminars, workshops, and conferences.Scientific ProfileThe ideal candidate will possess:- Ph.D. in Computer Science, Artificial Intelligence, Data Science, Machine Learning, or a related field. - Proven Research Track Record: Demonstrated excellence in DS&ML research, with a good publication record in reputable journals and conferences. Expertise in areas such as predictive modelling, data engineering, computer vision, NLP, and pattern recognition. - Collaborative Mindset: Ability to work effectively in interdisciplinary research teams and contribute to collaborative projects. - Communication Skills: Excellent written and verbal communication skills, with the ability to articulate complex concepts to both technical and non-technical audiences.RationalThe recruitment of an Assistant Professor in Artificial Intelligence is essential for several reasons:- Research Excellence: The field of DS&ML is dynamic, with constant advancements and evolving challenges. The University of Minho and the ALGORITMI Centre/LASI aim to be at the forefront of DS&ML research, contributing to the scientific community´s understanding of complex data-driven methodologies. - Interdisciplinary Collaboration: The interdisciplinary nature of AI research requires collaboration across various domains. The addition of a skilled researcher will enhance our capacity to engage in collaborative projects, fostering a holistic approach to addressing complex challenges. - Academic Leadership: The successful candidate will contribute to the academic leadership of the ALGORITMI Centre and Informatics Department by securing external funding through grant proposals. This will enable the pursuit of ambitious research projects and the attraction of top-tier talent. - Graduate Education: The supervision of graduate students is integral to our commitment to education and the development of the next generation of DS&ML researchers. He will play a crucial role in mentoring and guiding students in their research endeavours. - Knowledge Dissemination: Active participation in conferences, workshops, and the publication of research findings in reputable journals will enhance the visibility of the University of Minho and the ALGORITMI Centre, solidifying our reputation as top DS&ML researcher Centre and facilitating technology transfer.