University of Dundee

Description The Modern Compilers Lab in the Computer Science program at New York University Abu Dhabi, seeks to recruit a research assistant to work on the intersection of compilers and deep learning. Many companies, such as Google, Facebook, and Amazon are building new specialized programming frameworks. This is because these companies need to allow their users to write simple, high-level code and run it efficiently on different hardware architectures. For example, Google has built TensorFlow, a framework for deep learning allowing users to run deep learning on multiple hardware architectures without changing the code. Our research team at NYUAD (New York University Abu Dhabi) is developing a new programming framework called Tiramisu [1]. Unlike existing frameworks, Tiramisu can perform advanced code optimizations that are hard to apply otherwise. Because of this, Tiramisu can generate fast code that outperforms highly optimized code written by expert programmers and can target different hardware architectures (multicore, GPUs, FPGAs, and distributed machines). In order to have the best performance (fastest execution) for a given Tiramisu program, many code optimizations should be applied. Optimizations include vectorization (using hardware vector instructions), parallelization (running loop iterations in parallel), enhancing data locality by fusion, and blocking (i.e. accessing arrays in a way that improves temporal and spatial data locality). A large number of optimizations exist and choosing which optimization should be used and which should not is important for performance. In some situations, some optimizations are harmful to performance while they are beneficial in other situations. Currently, there is no way to help users choose which optimizations should be used. Expert programmers usually spend a lot of time trying different optimizations manually to find the best set of optimizations. The goal of this project is to add support for automatic code optimization in Tiramisu. In particular, we want to use machine learning/deep learning to achieve this. Currently, a basic automatic optimization module that relies on machine learning has been developed and we want to take that module to the next level. The final product of this project would be a compiler pass that allows Tiramisu to automatically choose which optimization should be used for a given unoptimized program. We want to produce a high-quality technique that can be used by the users of Tiramisu and especially by our partner companies and research labs. Candidates must hold a bachelor’s degree or equivalent in Computer Science, though a master’s degree is preferred. The ideal candidate will have Internship or experience in the areas of compilers and artificial intelligence. For consideration, applicants need to submit a cover letter, curriculum vitae, transcript, statement of research interests and two letters of reference, all in PDF format. If you have any questions, please email Prof. Riyadh Baghdadi at baghdadi@nyu.edu or mrasras@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 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. References [1] http://tiramisu-compiler.org/

Full time, 2-years fixed-term located at the School of Chemistry on the Camperdown Campus Opportunity to contribute to multidisciplinary research on new mitochondrial targeting agents Base Salary, Level A Step 6 $113,400 p.a. + 17% superannuation About the opportunity The School of Chemistry is one of Australia's main centres for chemical research and education. We have access to a comprehensive range of modern research and teaching facilities. The School attracts outstanding undergraduate students, including large numbers of talented students, from all over Australia and has a large cohort of postgraduate research students and offers a vibrant and world class research environment. The School is currently seeking a Postdoctoral Research Associate in Synthetic Chemistry with the primary responsibility of synthesis of new mitochondrial targeting agents based upon main group elements, particularly those involving boron and Group 15 elements. This project is funded by a grant from the Australian Research Council, and will involve collaboration with researchers across different disciplines. Your key responsibilities will be to: undertake research in synthetic organic and organometallic chemistry publish research papers demonstrate research excellence assist with grant writing and publishing original work support teaching activities and the supervision of undergraduate and postgraduate students manage a synthetic chemistry laboratory, including the oversight of lab instrumentation The School of Chemistry at the University of Sydney is a leading Chemistry department in the country, with outstanding staff and students undertaking world-leading teaching and research. Our more than 30 academic staff, 100 research staff, and 100 research students conduct research across the full spectrum of pure an applied chemistry. With the support of 30+ professional, technical and administrative staff, the School of Chemistry administers and delivers undergraduate teaching for about 2500 students. We are committed to creating a diverse workplace by improving equity, access and opportunity, and we are continuously working to identify and remove biases and barriers in an effort to make our workplace open, supportive and safe for everyone. Our research excellence is recognised by numerous prizes and awards to individual staff members and the award of over $7 million in research funding each year. Our staff are also recognised for their outstanding commitment to teaching excellence. Click here to learn more about School of Chemistry. This position is lab based and requires onsite work at the Camperdown campus. About you The University values courage and creativity; openness and engagement; inclusion and diversity; and respect and integrity. As such, we see the importance of recruiting talent aligned to these values and are looking for a Postdoctoral Research Associate in Synthetic Chemistry who has: a PhD in synthetic organic and/or organometallic chemistry, or equivalent combination of relevant training and experience demonstrated ability to synthesize, purify, and characterize organic and/or organometallic molecules containing main group elements, with a strong preference given to those candidates with experience in boron and/or Group 15 element chemistry proven ability to conduct research/scholarly activities under limited supervision, either independently or as a member of a team experience in student supervision at the undergraduate and graduate level proficient in the use of: multinuclear 1D- and 2D-NMR spectroscopy, IR spectroscopy, MS and other spectroscopic method proficient in the use of small molecule purification methods, e.g. Isolera and HPLC. published research as sole author or in collaboration experience in research record keeping, preparation of research papers and presentation of seminars. To keep our community safe, please be aware of our COVID safety precautions which form our conditions of entry for all staff, students and visitors coming to campus. Pre-employment checks Your employment is conditional upon the completion of all role required pre-employment or background checks in terms satisfactory to the University. Similarly, your ongoing employment is conditional upon the satisfactory maintenance of all relevant clearances and background check requirements. If you do not meet these conditions, the University may take any necessary step, including the termination of your employment. EEO statement At the University of Sydney, our shared values include diversity and inclusion and we strive to be a place where everyone can thrive. We are committed to creating a University community that reflects the wider community that we serve. We deliver on this commitment through our people and culture programs, as well as key strategies to increase participation and support the careers of Aboriginal and Torres Strait Islander People, women, people living with a disability, people from culturally and linguistically diverse backgrounds, and those who identify as LGBTIQ. We welcome applications from candidates from all backgrounds. How to apply Applications (including a cover letter, CV, and any additional supporting documentation) can be submitted via the Apply button at the top of the page. For employees of the University or contingent workers, please login into your Workday account and navigate to the Career icon on your Dashboard. Click on USYD Find Jobs and apply. For a confidential discussion about the role, or if you require reasonable adjustment or any documents in alternate formats, please contact Deepna Chand, Recruitment Operations by email to recruitment.sea@sydney.edu.au . © The University of Sydney The University reserves the right not to proceed with any appointment. Click to view the Position Description for this role. Applications Close Sunday 12 April 2026 11:59 PM

Ref.: 533551 Work type: Full-time Department: Faculty of Social Sciences (30000) Categories: Senior Research Staff & Post-doctoral Fellow Post-doctoral Fellow / Senior Research Assistant (holding the title of Research Manager) in the Faculty of Social Sciences  We now invite applications for the captioned post, who will involve in the research team of the Jockey Club End-of-Life Community Care Project (www.JCECC.hk) to work on cutting-edge research and evaluation studies in end-of-life care. Duties and Responsibilities Drive research activities towards defined goals and priorities within a specified timeline Perform advanced level of data analysis (quantitative and qualitative) Advance knowledge based on the data and disseminate it through peer-review journals or other means Draft proposals, reports and presentations relevant to the projects Liaise with project collaborators and partners Mentor junior research staff Support and perform other duties as assigned Requirements Ph.D. degree in Social Work, Gerontology, Nursing, Counseling, Public Health, Psychology, Behavioral Health, Mental Health or a related discipline (those with a Master’s degree plus at least 1 year’s post-qualification experience may be considered for appointment as Senior Research Assistant) Good command of written and spoken Chinese and English A strong sense of self-motivation, responsibility, and work ethics Good analytical, communication, organizational and problem-solving skills The ability to multi-task and work on a tight schedule to meet project deadlines The ability to work well independently and collaboratively as a team The capacity to develop and pursue a coherent research agenda The ability to develop a body of high-quality publications in scholarly journals with global impact Proficiency in statistical software packages, including R and SPSS, for large and complex data analysis Proven knowledge and experience in undertaking research related to end-of-life care is advantageous What We Offer The appointment will commence from as soon as possible on temporary basis until June 30, 2027, with the possibility of renewal subject to satisfactory performance and funding availability. A highly competitive salary commensurate with qualifications and experience will be offered. Other benefits include annual leave, medical benefits and free access to on-campus gyms and libraries. How to Apply The University only accepts online application for the above post. Applicants should apply online at the University’s Careers site (https://jobs.hku.hk) and upload an up-to-date C.V, quoting the job reference number, with information on current/expected remuneration and availability. Review of applications will start as soon as possible and continue until February 28, 2026 (Extended to April 30, 2026), or until the post is filled, whichever is earlier. The University is an equal opportunities employer and is committed to equality, ethics, inclusivity, diversity and transparency