Université du Québec à Montréal

Classification: Academic Level B Salary package: $121,598 - $137,870 per annum plus 17% superannuation Terms: Full Time, Fixed term (up to 24 months) Position Description and Selection Criteria: Research Fellow Work with world leading researcher in computer vision and machine learning Contribute to impactful research on real-world problems in 3D shape design Collaborate with international researchers at ANU, Australia and EPFL, Switzerland About the opportunity The Research Fellow will contribute to the ARC Discover Project, "Differentiable Optimisation for Constrained Three-dimensional Shape Design." The successful candidate will work under the supervision of Prof Stephen Gould and Dr Dylan Campbell to develop novel techniques for designing constrained 3D shapes, such as airfoils, using a framework of differentiable optimisation. The project involved collaboration with researchers at EPFL, Switzerland and may involve travel to meet with the research team there. It is expected that research leads to high impact outcomes including publications in top-tier venues and open-source software. Successful candidates will also work along side PhD students working on related problems in computer vision and machine learning, and contribute to their development. A strong background in numerical optimisation, deep learning and computer vision is required. About the School The School of Computing has a strong foundation in computing and information sciences at ANU. We are a transformative centre for research in artificial intelligence and machine learning, computer systems and software, and theoretical foundations of computing. We span traditional and modern thinking, connecting decades of computer science methodologies with modern data and computational science. Our mission is motivated by the need to design, drive and sustain strategic activities via five broad focus areas: Computing Foundations, Computational Science, Intelligent Systems, Data Science and Analytics, and the Software Innovation Institute. Be part of an innovative and forward-looking intellectual agenda, built on a diverse, inclusive culture. About the College As one of the great universities of the world, ANU is driven by a culture of excellence in everything we do. Our lived experience is increasingly one of large-scale systems of people, whose actions and interactions are influenced by our digital, physical and biological environment. The ANU College of Systems and Society (CSS) hosts many of the key disciplines necessary to help us design, build, regulate and secure the future. CSS brings together expertise in social, technical, computational, ecological and scientific systems to build a new approach to systems design and build new national capabilities in data-driven policy and business development. The work we do in the College is to strengthen our national mission and meet our unique responsibilities as Australia’s national university. We will deliver on our mission by building a strong community, providing transformative educational experiences, conducting high-impact research, seeking meaningful engagement, and becoming a resilient organisation. We welcome and openly acknowledge differences in expertise, research / education / professional focus, experience and perspective. CSS is a vibrant and diverse community of more than three thousand students, staff, and visitors. Our College is comprised of the School of Computing, School of Cybernetics, School of Engineering, Fenner School of Environment & Society, Mathematical Sciences Institute, and the Australian National Centre for the Public Awareness of Science, supported by the Professional Services Group. Enquiries To enquire about this role, please contact Stephen Gould, Professor of Computer Science, T: +61 2 6125 8642 or E: stephen.gould@anu.edu.au.  Our commitment to diversity, belonging, inclusion and equity ANU is committed to building a diverse and inclusive community, and particularly welcomes applications from women, Aboriginal and Torres Strait Islander people and candidates from culturally and linguistically diverse backgrounds. Furthermore, it is practice in the ANU College of Systems & Society to actively seek a gender mix of shortlisted candidates for interview. For more information about staff equity at ANU, visit https://services.anu.edu.au/human-resources/respect-inclusion    We welcome and develop diversity of backgrounds, experiences and ideas and encourage applications from individuals who may have had non-traditional career paths, who may have taken a career break, had career disruptions or who have achieved excellence in careers outside of the higher education sector. We support applicants who require flexible arrangements in their work environments or patterns. If your experience looks a little different to what we’ve described, but you’re passionate and motivated by this position, we welcome your enquiry and application.  For more information about staff equity at ANU, click here. For enquiries about the application process, or if you require reasonable adjustment to apply for this role, please contact the hiring manager on the above listed details. What we offer The ANU provides attractive benefits and excellent support to maintain a healthy work/life balance and offers generous remuneration benefits, including four weeks paid vacation per year, assistance with relocation expenses and 17% employer contribution to superannuation. We also offer generous parental leave, the possibility of flexible and part time working arrangements, a parental and aged care support program, dual career hire programs, staff and family tuition fee discounts, ANU school holiday programs, and childcare facilities on campus. For more information, visit: https://services.anu.edu.au/human-resources   How to apply Applicants must apply online via the ANU recruitment portal and should upload the following separate documents:  A detailed curriculum vitae (CV) including a full publication list and the names and contact details of at least three referees (preferably including a current or previous supervisor). If your CV does not include referees, you can complete these online when prompted in the application form.  A 1-page statement addressing the selection criteria.  A 1-2 page statement outlining your approach to coursework education and student project supervision.  A 1-2 page statement outlining your research objectives for the next 3 years if appointed Other documents, if required.  Please note: The successful candidate must have rights to live and work in this country and will be required to undergo a background check during the recruitment process. An offer of employment is conditional on satisfactory results. Closing date: Sunday, 8 March 2026, 11:55 PM (AEDT)

CRSA - Postdoctoral research fellowship: “Developing Advanced Weather Prediction Models for Agricultural Production Monitoring in Morocco” About UM6P: Located at the heart of the future Green City of Benguerir, Mohammed VI Polytechnic University (UM6P), a higher education institution with international standards, is established to contribute to the development of Morocco and the African continent. Its vision is honed around research and innovation at the service of education and development. This unique nascent university, with its state-of-the-art campus and infrastructure, has woven a sound academic and research network, and its recruitment process is seeking high-quality academics and professionals in order to boost its quality-oriented research environment in the metropolitan area of Marrakech. About CRSA CRSA is a transversal structure across several UM6P Programs. Research within the center is organized around several major areas that aim to ensure the challenging Food and Water security goal in Africa, with a special focus on developing methods/tools that use multi-source remotely sensed data. The research aims to improve our understanding of the integrated functioning of continental surfaces and their interaction with climate and humans, with emphasis on sustainable management of natural resources (soil, land, water, agriculture) in the context of Climate Change. One of the center’s goals is to provide a set of services and operational products to users (local, national and international) that aid in the decision support of water and food systems. Job Description: We are seeking a highly motivated and skilled Postdoctoral Research Fellow to join our multidisciplinary research team on the project "Crop Growth Monitoring and Yield Forecasting". This project aims to revolutionize agriculture in Morocco by combining cutting-edge technologies, including crop growth models, remote sensing data, data assimilation, machine learning, and seasonal weather forecasts. As a Postdoctoral Research Fellow, you will play a crucial role in developing and testing statistical models for the accurate forecasting of precipitation and temperature over Morocco. Key Responsibilities: Statistical model development: Led the development of advanced statistical models and machine learning algorithms for forecasting precipitation and temperature in Morocco. This will involve data analysis, model design, and algorithm implementation. Work closely with the team to integrate various data sources into the modeling framework, including historical weather data, remote sensing data, and crop growth data. Ensure data quality, consistency, and compatibility with the models. Conduct rigorous testing and validation of the developed models. Compare model forecasts with actual weather conditions to assess accuracy and reliability. Continuously refine and improve the models based on validation results. Collaborate with a diverse team of researchers, data scientists, agronomists, and remote sensing experts to ensure seamless integration of your models into the broader project framework. Maintain comprehensive documentation of methodologies, code, and results. Contribute to the preparation of research papers, reports, and presentations to share findings with the scientific community and project stakeholders. Experience and Qualifications: A Ph.D. in a relevant field, such as machine learning, climate science, environmental sciences, geoinformatics, or a related discipline. Proficiency in advanced learning techniques and statistical modeling. Strong programming skills in languages like Python or R. Professional experience in the application of Machine Learning algorithms in the mapping and correction of spatial data. Professional experience in data analysis, preprocessing, manipulation, and cleaning. Excellent communication and collaboration skills for interdisciplinary research. A track record of independent research and publications. Familiarity with climate data, remote sensing, and crop modeling is a plus. How to apply: Interested candidates are invited to submit a cover letter, curriculum vitae, research statement, and contact information for three references. The cover letter should clearly articulate how the candidate’s skills and experience align with the position's requirements and the project's goals. Contact: Elhoussaine.bouras@um6p.ma

About UM6P: Mohammed VI Polytechnic University (UM6P) is an internationally oriented institution of higher education. Its educational system is based on the highest standards of teaching and research in fields related to the sustainable economic development of Morocco and Africa. With an innovative approach, UM6P places research and innovation at the heart of its educational project as a driving force of a business model. It focuses on applied research and innovation both in Morocco and Africa. The university is a platform for experimentation and a pool of opportunities, for students, professors, and staff. It offers a high-quality living and study environment thanks to its state-of-the-art infrastructure. About Entity (ASARI): The African Sustainable Agriculture Research Institute (ASARI) is a component of the Mohammed VI Polytechnic University (UM6P). It is located in Laayoune City, in south of Morocco. Its vision is targeting real, local, regional, and African challenges in the fields of agricultural in dry lands and marginal environments, animal value chain, water and energy sustainability, biorefinery and bioenergy, cultivation and conversion of micro and macroalgae, and geology and mining. Oriented towards Africa, ASARI acts in connection with a wide network of universities and research centers around the continent in order to link real field issues with up-to-date science. The institute has attracted multidisciplinary research teams composed of food engineers, agronomists, biochemists, biologists, … etc. Description of the position: Preparation of research activities in agrifood technology Assistance in the teaching activities as a team member of biomass valorization program at UM6P-ASARI, to support courses related to: Food technology (for farmers). Biorefinery Technology Instrumental process and product control. Assistance in the internal and external services of the department. Research proposal writing for external funding Strong expertise and international network in Agrifood science Supervision of Master-students, PhDs. Manuscript writing and publication in peer-reviewed journal. Education Ph.D. in Agrifood science or related field from a recognized University Requirement 3-5 years’ experience in the field of Agrifood science  High publication record in leading international and well ranked journals Strong experience in supervising Master and PhD students. High interested in applied research. Ability to work independently while collaborating within a multidisciplinary research team. Ability to initiate, conduct, and publish research results in a scientific manner and to attract external funding. Well-developed oral and written communication skills. The ability to communicate fluently in English.