Pohang University of Science and Technology (POSTECH)

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 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), and three letters of reference, and a transcript, 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. Please visit our website at http://nyuad.nyu.edu/en/about/careers/faculty-positions.html for instructions and information on how to apply. About NYUAD: NYU Abu Dhabi is a degree-granting research university with a fully integrated liberal arts and science undergraduate program in the Arts, Sciences, Social Sciences, Humanities, and Engineering. NYU Abu Dhabi, NYU New York, and NYU Shanghai, form the backbone of NYU’s global network university, an interconnected network of portal campuses and academic centers across six continents that enable seamless international mobility of students and faculty in their pursuit of academic and scholarly activity. This global university represents a transformative shift in higher education, one in which the intellectual and creative endeavors of academia are shaped and examined through an international and multicultural perspective. As a major intellectual hub at the crossroads of the Arab world, NYUAD serves as a center for scholarly thought, advanced research, knowledge creation, and sharing, through its academic, research, and creative activities. EOE/AA/Minorities/Females/Vet/Disabled/SexualOrientation/Gender Identity Employer UAE Nationals are encouraged to apply.

Reference number: 25721 Term: Fixed-term, full-time basis for 2.5 years Remuneration: AUD $96,342 to AUD $130,727 pa (LEVA) (inclusive of AUD $81,410 to AUD $110,466 salary pa, 17% superannuation and 17.5% recreation leave loading) Location: Gardens Point Open to: applicatnts outside the greater Brisbane area. QUT may meet some travel and relocation expenses involved in the interview and employment commencing process. Who are we looking for? We are seeking a Postdoctoral Fellow in Coral Reef Restoration to join School of Earth and Atmospheric Sciences, Faculty of Science. The Postdoctoral Fellow in Coral Reef Restoration will join an international and collaborative team of scientists and coral reef restoration practitioners contributing to the Coral Research & Development Accelerator Program (CORDAP) Project on enhancing substrate availability to accelerate reef recovery using novel underwater bioadhesives. The project addresses the challenge to reef recovery which is hindered by poor substrate quality or limited substrate availability. Our novel solution to this ever-accelerating problem is Underwater Bioadhesives that can be integrated into modern reef restoration strategies. Here we will use bioadhesive materials to strengthen substrates for coral settlement, stabilize reef slopes by binding loose rubble, and attach coral fragments as an alternative to concrete and chemical glues. We’re offering this role as a hybrid position as part of QUT’s commitment to embracing the opportunities created by a more virtual and connected world. About us QUT is a major Australian university with a global outlook and a 'real world' focus. We are an ambitious and collaborative institution that seeks to equip our students and graduates with the skills they will need in an increasingly disrupted and challenged world. The School of Earth and Atmospheric Sciences specialises in understanding fundamental chemical and physical processes that operate across Earth’s physical spheres. As researchers and educators, it’s staff are motivated by the need to solve current global challenges such as the state of the atmosphere, greenhouse gas emissions, energy and resource sustainability, and future planetary habitability. Core research focuses on the lithosphere, atmosphere and hydrosphere. We investigate how these physical spheres have evolved over Earth’s history and observe through geospatial science in order to understand interactions between each sphere and all life. We are a diverse team of experts who deliver world-class education and achieve breakthroughs in research with particular focus on: • Earth observation • natural resources • atmospheric composition and change • air quality and pollution • natural hazards • environmental science challenges (including reef restoration and energy). • future planetary habitability What you need to succeed Completion of a doctoral qualification in marine science, marine biology, reef ecology or related fields.  Demonstrated fieldwork experience/skills on coral reefs (e.g., diving, deploying instruments, underwater data and sample/image collection; operating research vessels, data management).  Demonstrated experience in undertaking ecological assessments of coral reef benthic communities.  Demonstrated ability to use underwater imaging and image processing or experience in photogrammetry.   Demonstrated proficiency in basic analytical (e.g., Image J) and statistical software (e.g., R or Matlab) and statistical analysis.  Solution-focused, and proven ability to contribute to a high performance and collaborative culture.  Demonstrated ability to meet deadlines and publish research outcomes in a timely manner.  Desirable: Experience with laboratory aquarium systems and maintenance. Supervisory experience of postgraduate or undergraduate students and projects. Experience in applying for, and a successful track record in being awarded, grant funding. Life at QUT We're committed to building a culture that fosters connection between people and purpose. Beyond personal and professional fulfillment, a career at QUT offers: A healthy work-life balance with a blend of on-campus and off-campus work arrangements for applicable positions.  Competitive remuneration with up to 17% superannuation and leave loading of 17.5%.  Generous maternity leave including primary carer parental leave of up to 26 weeks (including 17% super).  Stay healthy with Fitness Passport and enjoy discounted rates on private health insurance.  Purchased Leave Scheme - up to 8 extra weeks.  Salary Packaging Scheme for additional superannuation contributions, vehicle leasing, and on-campus services such as childcare, parking, and gyms.  Numerous opportunities for professional development including leadership programs and workshops, and our study assistance scheme. Commitment to our Indigenous Australian staff  through initiatives such as the Indigenous Australian Staff Network, Cultural and Ceremonial Leave, Staff Development Workshops, and representation on university committees.  Explore more benefits of life at QUT. Belong at QUT  We are guided by our values of Ambition, Integrity, Inclusiveness, Innovation, and Academic Freedom and our QUT Connections in our mission to inspire and shape the next generation of change-makers.    As part of our commitment to fostering an inclusive workplace, we proudly support our Indigenous Australians Employment Strategy, aiming for an Indigenous Australian workforce participation of 3.6%. We extend a warm invitation to Aboriginal Australians and Torres Strait Islander people to join us in pursuing a rewarding career at QUT. We believe that diversity is our strength and are dedicated to creating safe, inclusive spaces where everyone can thrive. We strongly encourage individuals from diverse cultures, ages, linguistic backgrounds, sexual orientations, and gender identities, and those who are living with disabilities to apply for positions at QUT. At QUT, diversity is not just embraced—it's celebrated. See our commitment How to Apply Discover the possibilities that await with a career at QUT. If you're ready to embark on a journey of innovation and opportunity, we're excited to meet you. Find out more about this position and submit your application by clicking 'Apply' or the link below. View the job details at: Postdoctoral Fellow in Coral Reef Restoration Applications Close: 26-Jan-2026 at 11:30 pm

At the University of Vienna, over 10,000 people work together on the big questions of the future. Approximately 7,500 of them are academic staff members. These are individuals who, with their curiosity and their continuous pursuit of excellence, engage in international cutting-edge research and teaching. With us, you will also find space to unfold your potential. We are looking for a/an  Postdoctoral position in Structural Biology of Comammox in Vienna 74 Max Perutz Labs Startdate: 01.09.2026 | Working hours: 40 | Collective bargaining agreement: §48 VwGr. B1 lit. b (postdoc) Limited until: 31.05.2027 Reference no.: 4634 Explore and teach at the University of Vienna, where over 7,500 brilliant minds have found a unique balance of freedom and support. Join us if you’re passionate about groundbreaking international research and academic excellence. Ready to be part of our team? Let’s shape the future together! Your personal sphere of play: The research team of Prof Kristina Djinovic-Carugo at the University of Vienna seeks an experienced and highly motivated Postdoc in the area of structural biology. In cooperation with the research groups of Michael Wagner and Holger Daims the Djinovic Lab is involved in studies of physiology, structural biology, biochemistry, and ecology of nitrifying microorganisms with focus on complete ammonia oxidizers (comammox organisms). We are a committed team and offer an interdisciplinary scientific environment, cutting-edge laboratories, and a creative working atmosphere. We are looking for a dedicated, enthusiastic Postdoc in the field of structural biology and biochemistry. This position is limited to a duration of 9 months. Following this, there is an option for employment through a third-party funded project until a maximum of September 30, 2028.  About the Max Perutz Labs The Max Perutz Labs are a joint research institute of the University of Vienna and the Medical University of Vienna. They were founded in 2005 to deepen the collaboration between the two universities in the field of molecular biosciences. Around 450 scientists from over 40 nations work in 40 research groups at the institute, investigating fundamental questions in molecular and cell biology. State-of-the-art research infrastructure supports their work in basic biomedical research. Your future tasks: Active participation in research, teaching & administration, which means: You are involved in a research project on the structural and biochemical characterization of selected enzymes from comammox and other nitrifying microorganisms You are involved in research projects and scientific studies. You publish internationally and give lectures. You are involved in a research project on the structural and biochemical characterization of selected enzymes from Comammox and other nitrifying microorganisms You are willing to be involved in research regarding muscle proteins (Core research area of the Djinovic lab). You supervise trainees and students. You participate in evaluation measures and in quality assurance. You take on administrative tasks in research, teaching and administration. This is part of your personality: Doctoral or PhD degree (Biology, Molecular Biology, Structural Biology, Biochemistry, or similar) Experience working with a plethora of bioinformatics tools dealing with sequence and structure analysis. Excellent knowledge and experience in structural biology. Didactic competence Experience with course organization, teaching and assignments/homework preparation High ability to express yourself both orally and in writing Excellent command of written and spoken English IT user skills Ability to work both independently and in a team. Experience working with international collaboration partners and working on several projects simultaneously Additional qualification profile: Methodological competences: Practical experience in molecular cloning, expression, purification of protein complexes and their biochemical and biophysical characterization. Prior knowledge of crystallography and/or single-particle electron microscopy is an advantage. What we offer: Work-life balance: Our employees enjoy flexible working hours, remote/hybrid and/or part-time work (upon agreement). Inspiring working atmosphere: You are a part of an international academic team in a healthy and fair working environment. An inspiring research environment embedded in the Ludwig Boltzmann Institute for Network Medicine at the University of Vienna. Access to cutting-edge computational resources and clinical datasets Opportunities to engage in high-impact, translational research projects Good public transport connections: Your workplace in the center of beautiful Vienna is easily accessible by public transport. A vibrant academic community in one of Europe’s most livable cities Internal further training & Coaching: Opportunity to deepen your skills on an ongoing basis. There are over 600 courses to choose from – free of charge. Fixed-term contract and fair salary: The basic salary of EUR 4.932,90  (14 times a year). Equal opportunities for all: We welcome every additional/new personality to the team! It is that easy to apply: With your scientific curriculum vitae / letter of intent With your list of publications With your summary of research interests (max. 1 p.) Doctoral Degree Contact details of persons who could provide reference letters Via our job portal / Apply now - button If you have any questions, please contact: Kristina Djinovic-Carugo kristina.djinovic@univie.ac.at We look forward to new personalities in our team! The University of Vienna has an anti-discriminatory employment policy and attaches great importance to equal opportunities, the advancement of women and diversity. We lay special emphasis on increasing the number of women in senior and in academic positions among the academic and general university staff and therefore expressly encourage qualified women to apply. Given equal qualifications, preference will be given to female candidates. University of Vienna. Space for personalities. Since 1365. Data protection ​Application deadline: 01/02/2026 (MM-DD-YYYY) Post Doc