National University of Kaohsiung

Description The Prof. Sunil Kumar’s Research Group in the Division of Engineering, New York University Abu Dhabi, seeks to recruit a research assistant to develop AI-enabled healthcare applications. Key Responsibilities: Develop and fine-tune computer-vision models, instance segmentation, and retrieval-based estimation from images and text metadata. Build and evaluate monocular depth pipelines and implement multimodal retrieval with re-rankers for robust profile selection. Design and train advanced AI models for digital twin: 3D model learning, prediction models from imaging and molecular data, model-based simulation coupling, and uncertainty-aware outputs for lab/clinical validation. Work with 3D datasets, time-series sensors, and multi-omics or assay data to create predictive models and digital twin prototypes. Maintain reproducible code, experiments, and model/ dataset versioning; develop deployment artifacts (Docker, CI/CD scripts) and support cloud/HPC model training. Plan, run and analyze pilot studies (SME pilots and lab validation); participate in data collection, annotation and lab assay coordination. Write up results and contribute to publications, technical reports and presentations for academic and non-academic stakeholders. Minimum Qualifications: Bachelor’s or Master’s degree in computer science, electrical/computer engineering, applied mathematics, computational biology, bioengineering, or a closely related discipline. Solid experience training and evaluating AI models. Proficiency in Python and ML frameworks (PyTorch, TensorFlow). Experience with dataset curation, annotation workflows, FAISS/embedding retrieval, LLM-based parsing, RAG-style pipeline, and GPU/HPC training. Familiarity with 3D data processing or willingness to learn quickly. Publications, thesis work, or demonstrable projects in computer vision, multi-modal ML, digital twins or biomedical ML. Familiarity with uncertainty quantification and model explainability methods. Strong software engineering practices: Git, reproducible experiments, modular code, deploying models in cloud (AWS/GCP) and containerized services (Docker, Kubernetes). Good written and verbal communication skills and ability to work collaboratively across interdisciplinary teams. For consideration, applicants need to submit a cover letter, curriculum vitae with full publication list statement of research interests, transcript and three letters of reference, all in PDF format. If you have any questions, please email Prof. Prabodh Panindre at prabodh@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 https://nyuad.nyu.edu/en/about/careers/postdoctoral-and-research.html for instructions and information on how to apply. About NYU Abu Dhabi 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. UAE Nationals are encouraged to apply.

Description The Center for Translational Medical Devices (CENTMED) at New York University Abu Dhabi (NYUAD) seeks to recruit a postdoctoral research associate to join this new initiative focusing on designing and developing novel medical devices for ultimate human use. CENTMED oversees a variety of exciting projects developing new treatments and diagnostics for cardiovascular, neurologic, and metabolic diseases. The successful applicant will join a number of fascinating projects on engineering novel approaches to modulate physiology and neural activity in the brain, gastrointestinal (GI) tract, and other peripheral organs. These projects have a high potential for translation towards treating a variety of neurologic and metabolic disorders. These approaches entail device design and manufacturing, drug conjugation, neuroscience, and preclinical model experiments. The candidate will work in a dynamic, multidisciplinary environment alongside PhD-level engineers and scientists, graduate students, and full-time researchers. They will also have the chance to contribute to other projects within CENTMED, working on cutting-edge initiatives spanning metabolic, cardiovascular, and neurologic diseases. This position offers an exciting opportunity to make a meaningful impact on next-generation surgical technologies, bridging the gap between engineering innovation and clinical application. Applicants must have a PhD in an engineering or biomedical-related field. Excellent experimental skills relevant to the project (in particular device design and fabrication, drug conjugation, and in vitro and in vivo experimentation) are required. Proficiency in English is required. For consideration, applicants need to submit a cover letter, curriculum vitae with full publication list, statement of research interests, a transcript, and three letters of reference, all in PDF format. If you have any questions, please email Prof. Khalil Ramadi at kramadi@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 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

School of Health | UniSC Sunshine Coast, Sippy Downs Full-time, ongoing appointment Academic Level B - $114,751 - $136,143 p.a., plus up to 17% employer superannuation The School of Heath (SOH) Where Passion Meets Impact - Join the School of Health! Are you eager to make a difference in health education and research? Join our dedicated team of researchers and educators at the School of Health (SOH). We have a strong focus on cultivating healthy minds, bodies, and environments through our teaching, research, and outreach efforts. With a purpose that extends regionally and impacts globally, we are committed to advancing knowledge in the health sector and improving the well-being of our communities. Together, let's create healthier communities now and for the generations to come. The Opportunity You’ll play a pivotal role in shaping the future of public health through innovative teaching, impactful research, and meaningful engagement. In this role, you’ll design and deliver contemporary health promotion curricula that equips graduates to tackle complex health challenges and drive positive change in communities. By supervising and mentoring students, you’ll inspire the next generation of health promotion professionals to design, implement, and evaluate initiatives that advance health equity and wellbeing. Your research will align with the School’s priorities, focusing on health equity, community wellbeing, and the socio-ecological determinants of health, while your collaborations with industry, government, and community partners will strengthen connections that benefit students, the University, and society. For more information please visit us online: School of Health About you: As an inspiring and passionate educator, you create inclusive and engaging learning environments where students are motivated to excel. With deep subject expertise, strong communication skills, and a collaborative approach, you design meaningful learning experiences that spark curiosity and build confidence. Dedicated to student success, you continually refine your teaching practice, embrace innovative approaches, and contribute to a supportive, high-performing academic community. You will possess: Completion or near-completion of a doctoral qualification in a relevant health promotion field or equivalent accreditation and standing; Qualification in health promotion that meets requirements for professional accreditation with the International Union for Health Promotion and Education; Effectiveness as a teacher, which is evidenced by: student feedback on teaching using valid instrument/s, peer review and/or student outcomes, and the capacity to conceive, develop and deliver higher education curricula and contribute to relevant areas of teaching. Evidence of research experience, including for example, refereed publications; participation in research teams; co-supervision of candidates for honours and higher degrees by research; Membership of and sound connections with relevant professional bodies and community groups and/or in professional practice; Strong personal qualities and collegial approaches that contribute to the development and maintenance of a positive academic environment which is conducive to high levels of engagement and standards of achievement for both staff and students; and Evidence of participation in academic development activities and the desire to continue to learn and improve as an effective academic. Desirable Experience undertaking academic administrative functions, e.g. course coordination, within a University. Professional health promotion practice experience. UniSC is an equal opportunity employer, committed to diversity and inclusion. We encourage applications from all backgrounds, including those with disabilities, women in STEM, First Nations Peoples, and individuals of diverse cultures, genders, abilities, and experiences. We value achievement relative to opportunity and encourage your commentary on your achievements in this context. For additional support during the application process, please contact us at unisc-careers@usc.edu.au or call +61 7 5430 2830. Position description:  493749 Lecturer in Health Promotion.pdf UniSC values a diverse and talented workforce and invites applications from candidates who already have legal work rights in Australia. All applications must be lodged through our website. Applications for this position close midnight, Friday 30 January 2026. Your completed application must include: a resume, and a response to selection criteria. Noting that within the application form, we will request a statement addressing each of the selection criteria contained within the position description.  Further information regarding how to prepare your application is available on our website: Join our team UniSC does not accept unsolicited applications. For agency inquiries, contact unisc-careers@usc.edu.au We would love the opportunity to get to know you better, but we know it works both ways. To get to know a little more about us, visit us at: Welcome to UniSC and LinkedIn Life Have questions or want to know more? For a confidential discussion, please contact: Associate Professor Jane TaylorDiscipline Lead, Public Health – School of HealthTelephone: 07 5459 4543Email: jtaylor6@usc.edu.au Discover UniSC We're all about doing work that matters, connecting with great people, and being part of an incredible journey. We’re not the biggest university. But we’re growing every day, and doing big things. Like ground-breaking research, championing sustainability, producing gold-winning athletes and award-winning alumni. We're one of the fastest growing universities in Australia, growing to over 2,000 people across 5 campuses in South East Queensland and a growing footprint in major capital cities. Teaching excellence is at the heart of what we do, and our commitment to sustainability is integrated into our teaching, research, and daily operations. According to the 2024/25 Good Universities Guide we have five-star ratings from key areas including teaching quality, overall educational experience, learning resources, skills development, social equity, student support and learner engagement. Overall for teaching quality, we’re number one in Australia (postgraduate), and number one in Queensland (undergraduate). Our research tackles the most pressing challenges of our time, with 13 research fields ranked well above world standard, characterised by evidence of outstanding performance according to the Excellence Research for Australia Rankings. In 2024,  we moved 97 places to be in the top 110 institutions in the prestigious Times Higher Education (THE) Young University Rankings (2024). At UniSC you will have the opportunity to shape the educational landscape and inspire the minds of future generations. We foster a collaborative and supportive environment, encouraging continuous professional development and providing resources to enhance your teaching and research endeavours. We recognise and value the contributions of each team member to our culture and success. We're not afraid to be different, and we're looking for people who share our values and want to be part of a team that is working together to improve our local and global challenges. Our Culture & Benefits: Our collaborative, passionate and welcoming culture is what really sets us apart. Modern teaching & research facilities. Professional development and career pathway opportunities. We are a proud recipient of the prestigious Athena SWAN Bronze Award, granted as part of the Science in Australia Gender Equity (SAGE) initiative. Flexible work arrangements & generous leave options. Salary packing options + 17% Super. EAP, fitness passport & discounted private health.