Université Libre de Bruxelles

Description The Clinical Artificial Intelligence Lab at NYU Abu Dhabi seeks to improve patient care by developing new machine learning methodologies that tackle unique computational problems in healthcare applications. We use large real-world complex datasets, including data extracted from electronic health records and medical images, for applications pertaining to patient diagnostics and prognostics. We are seeking a Postdoctoral Researcher to join the team and make significant contributions to the field. The researcher is expected to have (i) strong machine learning skills to improve model performance and robustness, and (ii) exemplary passion and motivation to pursue multidisciplinary research at the intersection of computing and healthcare. Methodologies of interest include: multi-modal learning, foundation models, including large language models, agentic AI, multi-agent AI systems, transfer learning, self-supervised learning, and federated learning. The Postdoctoral Researcher will be primarily based at NYU Abu Dhabi. The researcher will report directly to Dr. Farah Shamout and work in close collaboration with other researchers, PhD students, and undergraduate research assistants. The researcher will engage with our regular collaborators across the NYU campuses and local medical institutions in the UAE. Key Responsibilities Research Support the supervisor in developing and implementing the research agenda; Conduct high-quality and innovative research primarily focused on ML methodology development for healthcare; Generate new high-impact ideas based on gaps and limitations of the state-of-the-art (SOTA); Design and implement experiments to compare proposed work with SOTA baselines; Publish research findings in high-impact journals and conferences; Communicate and present research findings at international academic gatherings; Create, maintain, and document high-quality research code for reproducibility; Maintain good practice in managing and accessing sensitive medical datasets; Assist the supervisor in the preparation of grant applications (as appropriate); And collaborate with scientists within the NYU Global Network and in Abu Dhabi. Training & professional development* Attend trainings and workshops for career development; Mentor PhD students and undergraduate research assistants (as appropriate); Actively participate in events and committees at NYU Abu Dhabi, such as the Postdoctoral Council Steering Committee; Gain experience in applying for local research grants (subject to eligibility); And transition to independence to pursue a career of choosing following the appointment. * The researcher will create a personalized training and development plan with the supervisor. Minimum Qualifications Currently has or is in the process of completing a PhD, MD/PhD, DPhil or equivalent terminal degree from a recognized institution (no more than 5 years since completing the doctoral degree) Doctoral research in the area of machine learning and artificial intelligence Bachelor’s/ Master’s degree in computer science, mathematics, computer engineering, or relevant technical field First-author peer-reviewed published papers (or under review) Proficient programming experience in Python and libraries (e.g., Pytorch, TensorFlow) with several years of practice Experience in maintaining high-quality code on Github Experience in running and managing experiments using GPUs Ability to visualize experimental results and learning curves Effective inter-personal and team-building skills Self-motivated with an ability to work independently and in a team to get the work done Excellent communication skills (oral and written communication) Willingness to learn and confront new challenges Preferred Qualifications Doctoral research conducted in the area of machine learning for healthcare and related topics Deep knowledge of multi-modal learning, transfer learning, foundation models, and self-supervised learning. Experience in dealing with large medical datasets (e.g., electronic health records data or medical images) Ability to use high performance computing cluster For consideration, applicants need to submit a cover letter, curriculum vitae with full publication list, research statement (1-page), project proposal summary (1-page), a transcript or degree, and three letters of reference, all in PDF format. If you have any questions, please email Prof. Farah Shamout at farah.shamout@nyu.edu. The terms of employment are very competitive and include housing and educational subsidies for children. Applications will be accepted immediately and candidates will be considered until the position is filled. About NYU Abu Dhab https://nyuad.nyu.edu/en/ NYU Abu Dhabi is the first comprehensive liberal arts and research campus in the Middle East to be operated abroad by a major American research university. Times Higher Education ranks NYU among the top 30 universities in the world, making NYU Abu Dhabi the highest-ranked university in the UAE and MENA region. NYU Abu Dhabi has integrated a highly selective undergraduate curriculum across the disciplines with a world center for advanced research and scholarship. The university enables its students in the sciences, engineering, social sciences, humanities, and arts to succeed in an increasingly interdependent world and advance cooperation and progress on humanity’s shared challenges. NYU Abu Dhabi’s high-achieving students have come from over 120 countries and speak over 100 languages. Together, NYU's campuses in New York, Abu Dhabi, and Shanghai form the backbone of a unique global university, giving faculty and students opportunities to experience varied learning environments and immersion in other cultures at one or more of the numerous study-abroad sites NYU maintains on six continents. NYUAD is committed to upholding a culture of non-discrimination, anti-harassment, dignity, and mutual respect; providing equal access and opportunity; and fostering academic excellence in learning, research, and teaching. Students are drawn from among the world’s best. They are bright, intellectually passionate, and committed to building a campus environment anchored in mutual respect, understanding, and care. The NYUAD undergraduate student body has garnered an impressive record of scholarships, graduate-school admissions, and other global honors. Graduate education is an area of growth for the University; the current graduate student population of over 100 students is expected to expand in the next decade as doctoral programs are developed. Working for NYUAD At NYUAD, we recognize that Abu Dhabi is more than where you work; it’s your home. In order for research staff to thrive, we offer a comprehensive benefits package. This starts with a generous relocation allowance; educational assistance for your dependents; access to health and wellness services; and more. NYUAD is committed to research staff success throughout the academic trajectory, providing support for ambitious and world-class research projects and innovative, interactive teaching approaches. Support for dual-career families is a priority. Visit our website for more information on benefits for you and your dependents. NYUAD is an equal-opportunity employer. We welcome applications from all qualified candidates and seek individuals who will contribute to the excellence and vibrancy of our academic community. Applications are welcome from all qualified candidates. In line with UAE regulations, Emirati candidates are encouraged to apply. Join NYU Abu Dhabi, an exceptional place for exceptional people. NYUAD values belonging and respect; such principles are fundamental to the university’s commitment to excellence. NYUAD is an equal-opportunity employer. We welcome applications from all qualified candidates and seek individuals who will contribute to our vibrant, multidisciplinary research and teaching community. Multidisciplinary research and exceptional teaching in a global campus community are hallmarks of the University’s mission. @WorkAtNYUAD

Join a collaborative and supportive team environment and play a key academic and leadership role in the National School of Education - General Education. ACU offers 17% employer superannuation, salary packaging and generous leave provisions. Part-time, 28 hours per week (.8 FTE), continuing (Teaching focussed) opportunity at our Melbourne campus with some hybrid flexibility. About the role: Operating within School of Education VIC - Melbourne, the Lecturer will be accountable for delivering high quality and innovative teaching and learning, through the delivery and/or development of lectures, tutorials and other classes within the discipline of Education Studies at undergraduate, honours, and/or graduate levels. They will contribute and/or provide excellence and innovation in curriculum, content design, and/or enhancement of supportive, inclusive and effective learning environments, which includes the practical application of effective support to students. The Lecturer will coordinate and lead activities, and/or work with the guidance of more senior academic staff, to provide independent and collaborative contributions towards the University's Strategic Plan. The impact of their work will be recognised by peers within the local academic unit / discipline and desirably outside the university. The Lecturer will demonstrate high standards of professional behaviour consistent with the University's Mission and Values, and Code of Conduct for All Staff, demonstrating a commitment to performance excellence and continuous improvement. They will demonstrate understanding of the University's Catholic Identity and Mission and how it applies to academic work by contributing to the integration of principles of social justice, the pursuit of truth and care for the common good in all areas of academic activity relevant to the Teaching Focussed Academic Pathway. For full position details, refer to the position description Contact: General enquiries can be sent to Carol Kanna, Manager - School Operations at: carol.kanna@acu.edu.au What we offer: The University pursues an excellence agenda and offers an environment where staff are welcomed and safe, and valued through development, participation and involvement. Total remuneration valued to $142,635 - $168,287 total rem (pro rata) pa, including salary component $120,529 - $142,305 (pro rata) pa (Academic Level B), employer contribution to superannuation and annual leave loading. 17% employer superannuation contributions to eligible continuing and fixed-term staff. Annual leave loading of an equivalent to 17.5% of four weeks' salary pro rata payable, dependent on your commencement date. As an ACU staff member, you will have access to generous benefits which include but not limited to: flexible work, study leave, a variety of leave provisions and salary packaging. Find out more information about the benefits or working at ACU here. How to Apply: Step 1: Review the Position Description and become familiar with Our Mission and the Application process Step 2: Click the 'View Position Description and Apply' button, and populate your candidate application details, including your: Resume. Recommended responses to the Selection Criteria and Core Competencies in a cover letter (maximum 2 pages) or in the online Declaration and Criteria application page. Brief online responses to any pre-screening employment questions. Applications close: 28-JUN-2026 at 11:59pm AUS Eastern Standard Time Preferred candidates will be required to complete mandatory pre-employment declarations and background checks, including those related to gender-based violence and foreign interference, in line with ACU's compliance requirements. This position requires a Working with Children Check (WWCC) and/or Working with Vulnerable People Check (WWVP) (ACT only). Candidates must hold Australian work rights to apply for this position. For permanent/ continuing roles, applicants must have permanent work rights. For further information visit Immigration and Citizenship(homeaffairs.gov.au) Your Privacy of personal information is maintained in accordance with ACU policy. For more details visit: www.acu.edu.au/careers ACU is committed to fostering an inclusive workplace culture that values diversity and enables our people to reach their potential. This is underpinned by our mission and values, grounded in our respect for all people and the advancement of the common good. In line with our commitment to equity, diversity and inclusion we welcome candidates from all backgrounds and lived experiences. ACU is recognised as a Veteran Employment Supporter and veterans are encouraged to apply. ACU offers support for candidates that may require adjustments through the recruitment process. Please contact recruitment@acu.edu.au to discuss your requirements in confidence. About ACU: Australian Catholic University (ACU) is a publicly funded university whose teaching, research and service is shaped by the vision of flourishing lives, thriving communities, and a more ethical future for our world. ACU has more than 2,500 staff and 34,000 students across eight campuses - Ballarat, Brisbane, Canberra, Melbourne, North Sydney, Strathfield, Blacktown and Rome. ACU draws on the Catholic intellectual tradition which values human reason and welcomes everyone regardless of their faith, cultural tradition or circumstances. ACU invites all staff - both academic and professional - to embrace, and to support in ways meaningful to them, its mission to respect the dignity of every human person, to seek knowledge and to advance the common good. ACU does not accept candidate applications submitted by external recruitment agencies through the ACU careers website.

Join a supportive team environment and play a key academic and leadership role in the National School of Education - General Education. ACU offers 17% employer superannuation, salary packaging and generous leave provisions. Full-time, continuing opportunity at our Canberra campus with some hybrid flexibility. About the role: Operating within School of Education NSW/ACT - Canberra, the incumbent will be accountable for high-quality teaching and learning outcomes through the development, delivery and continuous improvement of lecturers, tutorials and laboratory classes in subjects in the discipline of Education at undergraduate and postgraduate levels, e.g. early childhood, mathematics and literacy education, the arts, science and technology, educational studies, teacher professional practice, assessment, educational leadership, Indigenous education, and wellbeing and inclusive education. They will also make a significant contribution to teaching, curriculum development and the scholarship of teaching and research performance, and to the academic and administrative functions, of the National School of Education. For full position details, refer to the position description Contact: General enquiries can be sent to Carol Kanna, Manager - School Operations at: carol.kanna@acu.edu.au What we offer: The University pursues an excellence agenda and offers an environment where staff are welcomed and safe, and valued through development, participation and involvement. Total remuneration valued to $142,635 - $168,287 total rem (pro rata) pa, including salary component $120,529 - $142,305 (pro rata) pa (Academic Level B), employer contribution to superannuation and annual leave loading. 17% employer superannuation contributions to eligible continuing and fixed-term staff. Annual leave loading of an equivalent to 17.5% of four weeks' salary pro rata payable, dependent on your commencement date. As an ACU staff member, you will have access to generous benefits which include but not limited to: flexible work, study leave, a variety of leave provisions and salary packaging. Find out more information about the benefits or working at ACU here. How to Apply: Step 1: Review the Position Description and become familiar with Our Mission and the Application process Step 2: Click the 'View Position Description and Apply' button, and populate your candidate application details, including your: Resume. Recommended responses to the Selection Criteria and Core Competencies in a cover letter (maximum 2 pages) or in the online Declaration and Criteria application page. Brief online responses to any pre-screening employment questions. Applications close: 28-JUN-2026 at 11:59pm AUS Eastern Standard Time Preferred candidates will be required to complete mandatory pre-employment declarations and background checks, including those related to gender-based violence and foreign interference, in line with ACU's compliance requirements. This position requires a Working with Children Check (WWCC) and/or Working with Vulnerable People Check (WWVP) (ACT only). Candidates must hold Australian work rights to apply for this position. For permanent/ continuing roles, applicants must have permanent work rights. For further information visit Immigration and Citizenship(homeaffairs.gov.au) Your Privacy of personal information is maintained in accordance with ACU policy. For more details visit: www.acu.edu.au/careers ACU is committed to fostering an inclusive workplace culture that values diversity and enables our people to reach their potential. This is underpinned by our mission and values, grounded in our respect for all people and the advancement of the common good. In line with our commitment to equity, diversity and inclusion we welcome candidates from all backgrounds and lived experiences. ACU is recognised as a Veteran Employment Supporter and veterans are encouraged to apply. ACU offers support for candidates that may require adjustments through the recruitment process. Please contact recruitment@acu.edu.au to discuss your requirements in confidence. About ACU: Australian Catholic University (ACU) is a publicly funded university whose teaching, research and service is shaped by the vision of flourishing lives, thriving communities, and a more ethical future for our world. ACU has more than 2,500 staff and 34,000 students across eight campuses - Ballarat, Brisbane, Canberra, Melbourne, North Sydney, Strathfield, Blacktown and Rome. ACU draws on the Catholic intellectual tradition which values human reason and welcomes everyone regardless of their faith, cultural tradition or circumstances. ACU invites all staff - both academic and professional - to embrace, and to support in ways meaningful to them, its mission to respect the dignity of every human person, to seek knowledge and to advance the common good. ACU does not accept candidate applications submitted by external recruitment agencies through the ACU careers website.