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IWRI - Postdoctoral Position in Hybrid Machine Learning – Physics Modeling
Mohammed VI Polytechnic University
Morocco
Mohammed VI Polytechnic University
Morocco
About UM6P: Mohammed VI Polytechnic University is an institution dedicated to research and innovation in Africa and aims to position itself among world-renowned universities in its fields The University is engaged in economic and human development and puts research and innovation at the forefront of African development. A mechanism that enables it to consolidate Morocco's frontline position in these fields, in a unique partnership-based approach and boosting skills training relevant for the future of Africa. Located in the municipality of Benguerir, in the very heart of the Green City, Mohammed VI Polytechnic University aspires to leave its mark nationally, continentally, and globally. About IWRI: The International Water Research Institute (IWRI) provides research, education, and innovation in the fields of water and climate. In order to face the next challenges. IWRI seeks to rethink and adapt research development, innovation, and training to new paradigms. It is an institute that outlines forward-thinking pathways to address water issues in a systemic manner in Africa. IWRI's vision is to Lead and develop integrated research and processes for Water & Climate concerns in Africa. We act as an African water hub through strategic cooperation and partnerships. We share comprehensive and diverse expertise to provide scientific information by focusing on four pillars: Integrated water resources management, Climate change and adaptation, Hydroinformatics, and Water technologies. Position Summary: The International Water Research Institute (IWRI) of the College of Agriculture and Environmental Sciences (CAES) at UM6P invites applications for a postdoctoral researcher position in hybrid machine learning-physics based modeling of hydroclimatic extremes in data scarce regions. The postdoctoral researcher will develop innovative hybrid machine learning-physics based modeling approaches to improve the understanding and prediction of hydroclimatic extremes in data-scarce regions, with a primary focus on Morocco. The position aims to advance methods that integrate data-driven algorithms with physically based hydrological and climate models under conditions of limited observations, while ensuring that the resulting tools are both scientifically robust and operationally relevant. A key component of the role is the translation of model outputs into actionable information for stakeholders, particularly water resource managers and planning authorities, and the evaluation of long-term water management strategies aimed at mitigating water scarcity. The project also includes assessing the transferability of the developed approaches to other regions facing similar constraints. Scientific context: Hydroclimatic extremes such as droughts and floods are intensifying under climate variability and change, particularly in regions where observational data are sparse and monitoring systems are limited. In such context, traditional physically based models are often constrained by insufficient data, while purely data-driven approaches may lack physical consistency and generalizability. Hybrid modeling frameworks that combine machine learning with process-based understanding offer a promising pathway to overcome these limitations. Morocco provides a compelling case study, given its pronounced hydroclimatic variability, increasing water stress, and ongoing investments in large-scale water management strategies. However, significant challenges remain in reliably predicting extreme events and assessing long-term adaptation options under deep uncertainty and data scarcity. Research Scope: The project will focus on the development of a new generation of hybrid modeling approaches that couple advanced machine learning methods with hydrological and/or climate models. Emphasis will be placed on designing approaches that are robust to data scarcity through the integration of heterogeneous data sources, including remote sensing products, reanalysis datasets, and sparse in-situ observations, as well as techniques such as transfer learning and uncertainty quantification. The research will address the detection, attribution and prediction of hydroclimatic extremes under non-stationary conditions and evalaute model performance over Morocco as a primary testbed. A central components of the work will invovle translating model outputs into decision-relevant indicators and assessin the feasibility and robustness of long-term water maangemnt strategies currently under consideration. The transferability of the developed methods to other regions will also be systematically investigated. Candidate Profile: PhD in hydrology, climate science, geosciences, applied mathematics, computer science or related field Expertise in mahcine learning, physically based modeling or hybrid approaches combining boths Strong programming skills (Python, MATLAB, Fortran, or similar) and familiarity with ML frameworks. Experience with hydroclimatic data, including remote sensing products, reanalysis datasets and/or in-situ observations Knowledge of uncertainty quantification, data assimilation, or transfer learning is a strong advantage. Proven ability to handle HPC environements is an added asset Demonstrated ability to develop and evaluate models under data-scarce conditions. Ability to communicate results to both scientific and non-technical stakeholders, including water managers and policy actors.
Salary
Competitive
Posted
27 May 2026
Small Animal Veterinary Nurse - Emergency Critical Care
Adelaide University
Australia, Gawler
Adelaide University
Australia, Gawler
Based at Roseworthy Veterinary Hospital Full-time continuing and fixed-term positions available Participation in a 24/7 rotating roster, with an opportunity to significantly increase earnings through roster penalties and shift loadings, which may equate to approximately 30–40% above base salary depending on roster participation Salary Range: $73,961 to $81,067 plus 17% superannuation Work in a dynamic emergency and critical care veterinary hospital environment At Adelaide University, we create the opportunities you need to achieve your ambitions – because when you thrive, we thrive. We are transforming education for contemporary learners and global citizens. Building on a proud legacy and shaped by bold ambition, it’s a place of excellence and equity, where our vibrant community of staff are united by our purpose to inspire Australia’s future change-makers and create a better tomorrow. Work that matters As a Small Animal Veterinary Nurse - Emergency Critical Care, you will deliver high-quality nursing support across consultations, procedures, treatments, and surgeries within the Small Animal Hospital. This role operates across a rotating 24/7 roster to support the delivery of continuous patient care and hospital services. You will play a key role in patient monitoring and care, anaesthesia and imaging preparation, emergency triage and stabilisation, treatment implementation, and client communication, while also contributing to clinical teaching and mentoring support for veterinary students in a collaborative hospital environment. Working closely with veterinarians, client relations, and administrative teams, you will support safe and effective clinical delivery across medical, surgical, dental, diagnostic, and emergency services while contributing to the smooth operation of the hospital through best-practice hygiene, animal housing, and biosecurity standards. In addition to the base salary and superannuation, this role offers the opportunity to earn substantial additional income through applicable shift penalties, weekend rates, and after-hours loadings associated with the roster. For nurses who actively participate across the rotating roster, these additional payments can provide a meaningful uplift to total remuneration. Curious to learn more? Explore the full role description below to discover more about this opportunity. The team This role sits within the Roseworthy Veterinary Hospital team in the College of Science and reports to the Veterinary Nurse Team Lead. The team works collaboratively to deliver high-quality veterinary services to clients and referring veterinarians while supporting clinical teaching and learning outcomes across the University community. Visit the AU website to learn more about the Roseworthy Veterinary Hospital. Our people Our people are guided by purpose, curiosity and a commitment to lifelong learning. We embrace authenticity, innovation and collaboration, and harness diverse thinking in our pursuit of excellence. This role is ideal for someone who thrives in a fast-paced and hands-on clinical environment. You will work closely with veterinarians, students, clients, and support staff across a variety of emergency and critical care cases, making every day engaging and rewarding. Learn more about our people, what we stand for and what we offer at Careers at AU. Experience To join our community and thrive in this role, you will likely have the following skills and experience: Qualifications Certificate IV in Veterinary Nursing, or a Bachelor of Veterinary Technology, together with a minimum of two years’ relevant veterinary nursing experience. Experience Experience in veterinary nursing with sound technical skills in areas such as surgery, emergency, internal medicine or general practice Experience working in a clinical setting maintaining best practices Experience with practice management software Experience providing supervision and/or training to students Experience applying Occupational Health and Safety and biosecurity protocols Experience working independently and as part of a team in a dynamic hospital environment Ability to participate in a 24/7 rotational roster Our commitment to inclusion and diversity We are committed to fostering a culture of inclusion where diversity is celebrated and everyone feels respected and valued. Adelaide University is an equal opportunity employer, committed to creating a safe, inclusive, and equitable workplace where everyone can thrive. We strongly encourage applications from Aboriginal and Torres Strait Islander peoples, people with disability, and people of all ages, genders, cultural backgrounds, sexual orientations, and gender identities. We are committed to supporting flexible working arrangements and providing reasonable adjustments throughout the recruitment process. Launch your future with Adelaide University now Simply click on the Apply Now button and upload: your current CV a cover letter The online application form will list the specific selection criteria that you need to address. Submit your application by 11:30pm 3 July 2026 We encourage early applications, as applications will be reviewed regularly throughout the advertising period and shortlisted candidates may be contacted before the closing date. For further information about this opportunity, please contact (quoting reference number 493154): Simone Patterson Talent Acquisition Adviser +61 8 8302 1700 | careers.adelaideuniversity@adelaide.edu.au
Salary
$73,961 to $81,067 plus 17% superannuation
Posted
27 May 2026
Faculty Positions in Psychology and Behavioral Sciences
Xi'an Jiaotong-Liverpool University
China, Suzhou
Xi'an Jiaotong-Liverpool University
China, Suzhou
School: School of Science Position: Faculty positions in Psychology and Behavioral Sciences Location: Suzhou, China Contract Type: Fixed-term, renewable. 3rd contract is open-ended About the UNIVERSITY In 2006 Xi’an Jiaotong-Liverpool University (XJTLU) was created by the University of Liverpool and Xi’an Jiaotong University – a top ten university in China. Offering a unique international education experience, XJTLU brings together excellent research practice and expertise from both institutions and gives students the skills and knowledge they need to secure careers in a global marketplace. XJTLU now has over 25,000 enrolled students in both Suzhou and Liverpool in the UK, with plans to grow to about 28,000 students by 2025. There are currently about 2,000 staff, among which about 1,000 academic staff, with an almost even split between citizens of the People’s Republic of China and international passport holders. XJTLU offers our undergraduates and postgraduates over 100 programmes with an interesting and diverse spectrum of courses. XJTLU is entering a new and exciting phase of its development as part of its strategic priorities for the next ten years. Adopting a new higher education model based on the concept of Syntegrative Education (SE), XJTLU is currently opening a new Entrepreneurial Education site in Taicang, part of wider Suzhou, where the Entrepreneur College (Taicang) is located. The Taicang site will be a pioneer of, and educational model for, the future campus in addressing challenges arising from the 4th Industrial Revolution. Other new initiatives include new working partnerships with Xi’an Jiaotong University, the continued development of the four new Academies, and exploration of further potential locations to develop the SE model. With a focus on innovative learning and teaching, and research, XJTLU draws on the strengths of its parent universities, and plays a pivotal role in facilitating access to China for UK and other institutional partners. At same time, XJTLU is exploring future education by blending the educational theory, best practice and culture from West and East. For detailed information about the university, please visit www.xjtlu.edu.cn About the ACADEMY OF LIFE AND NATURAL SCIENCES (ALNS) XJTLU is embarking on a transformative journey by establishing a new integrated Academy of Life and Natural Sciences (ALNS), which is a cornerstone of the university's strategy to lead in the rapidly evolving fields of life, biopharmaceuticals, materials, and health sciences. This initiative is a fundamental re-imagining of XJTLU’s academic architecture to foster unprecedented collaboration between foundational science, pharmaceutical innovation, and engineering principles. The ALNS will create a powerful ecosystem that leverages the existing strengths of the School of Science in fundamental biological, chemical, materials, and environmental sciences, along with the Academy of Pharmacy’s expertise in drug discovery, pharmaceutics, and translational medicine. This integration is essential for tackling complex global challenges, from personalized medicine to sustainable health solutions, and aligns with national and global research priorities. Vision To be a world-leading hub of interdisciplinary innovation where the convergence of life, health, biochemicals, materials, and pharmaceutical sciences delivers transformative education, groundbreaking research, and sustainable solutions for global health and well-being. Into this mix of established expertise, Academy has now embarked on developing a Research Centre focusing on Psychology and Behavioral Sciences that aims to support the launch of a new BSc in Psychology programme accredited by the British Psychological Society. Supported research and teaching areas will include: cognitive psychology, neuroscience, developmental psychology, social psychology, biological and abnormal psychology, clinical and forensic psychology, counseling and health psychology (especially aging), behavioral sciences, psychology methods, and studies of mental health, conflict, and decision-making. We are looking to recruit and hire experienced, motivated, productive and accomplished scholars/researchers in the above fields to help launch BSc programming and research development. About the CITY Staff also benefit from the fact that Suzhou is a ‘hot-spot’ for biotechnology and biomedical science. Cold Spring Harbor Asia is located within walking distance from campus and there are over 1,000 biotechnology companies in BioBay providing ample industry collaboration and entrepreneurship opportunities. As a state-level economic and technical development zone (ETDZ), Suzhou Industrial Park (SIP) boasted a No.1 ranking among 218 zones of its kind in China for five consecutive years (2016-2020) as determined by the Ministry of Commerce based on the zone’s comprehensive development level. The broader Suzhou area encompasses the spirit of both old and new in China, with the historic old town’s canals, UNESCO World Heritage Site gardens, and the I.M Pei-designed Suzhou Museum attracting millions of tourists annually. SIP offers an excellent quality of life. The nearby Jinji Lake provides attractive views, by day and night, and there are a variety of high-quality shopping facilities, international and local restaurants, entertainment hubs and a great nightlife. Suzhou became the world's largest industrial city in 2021, with the gross industrial output value reaching the milestone of 4 trillion RMB. RESPONSIBILITIES AND DUTIES To teach undergraduate students To maintain active and highly productive research agenda and obtain research funding To carry out various administrative duties related to university teaching and research (e.g. Research Officer, Lab Safety Officer, and Examination Officer) To supervise graduate students and support teaching and research staff To establish an innovative, productive and well-funded research group that is open to interdisciplinary collaboration. PERSONAL ATTRIBUTES Effective communication skills; fluent in written and spoken English Problem-solving/creativity Adaptability and flexibility Professionalism and high-level work ethic Interpersonal abilities to manage a research team Team player and strong collaborator Positive attitude and energy Diversity / Sensitivity ESSENTIAL QUALIFICATIONS/EXPERIENCE PhD or equivalent degree in Psychology, Behavioral Sciences, or a related discipline and ability to demonstrate appropriate teaching experience/potential in these areas, with strong evidence of the ability to produce high quality research publications and secure external funding. Fluency in English is a requirement, as English is the working language of the university. DESIRABLE QUALIFICATIONS/EXPERIENCE Candidates with 1) a PhD degree completed at an English-language and globally-recognized University, 2) postdoctoral experience from a highly reputable academic institution, 3) university-level teaching experience at an English-language University, 4) research interests in China or East Asia will be given preference CITIZENSHIP AND VISA REGULATION Employment at Xi’an Jiaotong-Liverpool University is regulated by Chinese Labor Laws and must comply with the regulations of the provincial government. These regulations stipulate who is eligible for legal employment to obtain work permits and visas. Please be advised candidates over 65 may be not eligible for a work visa in the P.R. China. CAREER DEVELOPMENT Clear career development path with annual review. Professional development training is provided. COMPENSATION & BENEFITS SALARY: Competitive salary package in the market BENEFITS: Allowance: XJTLU provide various month/annual/one-off allowances such as: Housing allowance Travel allowance Kids’ education allowance Relocation allowance Etc. Commercial insurance: international insurance plans customized for XJTLU staff and family members. (details refer to the University Policy) Paid holidays: Statutory Holidays (11 days) Annual Leave (36 days) Family Matters Leave Paid Sick Leave Marriage Leave Paternity Leave Parental Leave Etc. Working visa and residence permit in China: XJTLU sponsors working visa and residence permit in China for the staff. HOW TO APPLY Please send the following materials to Dr. Sekar Raju (Sekar.Raju@xjtlu.edu.cn), and HR representative Ms. Lidan Yang, lidan.yang@xjtlu.edu.cn. Cover letter Curriculum vitae (ideally with key information highlighted) A brief research statement A brief teaching statement Up to two most representative publications Review of applications will begin immediately and continue until positions are filled. For specific enquiries relating to the position, please email Dr. Sekar Raju. Informal enquiries may be addressed to Ms. Lidan Yang.
Salary
Competitive salary package in the market
Posted
27 May 2026
Research Fellow / Research Engineer (Data Analytics and Digital Dashboards) - (LJY)
Singapore Institute of Technology (SIT)
Singapore
Singapore Institute of Technology (SIT)
Singapore
Job Purpose The Research Fellow / Research Engineer (with focus on Data Analytics and Digital Dashboards) will support applied research and innovation in community and allied health by turning clinical, operational and service data into practical analytics outputs, digital dashboards, KPI trackers and evidence reports. The role focuses on hands-on data analytics, project coordination and implementation support for community care projects. This role is focused on Data Analytics and Digital Dashboards. The candidate should have good project-management discipline and experience coordinating projects or workstreams with clear outcomes delivered. The Research Fellow / Research Engineer will support academic staff and project leads, and contribute his/her assigned share to team-level KPI targets through timely and usable analytics outputs. Key Responsibilities Applied Research & Development Perform clinical needs assessment and workflow analysis for organisational innovation transition, focusing on but not limited to the community and aged care sector, including nursing homes, hospitals, home-based care, and palliative care settings. Develop healthcare solutions and innovation roadmaps for organisational transition, focusing on but not limited to long-term bedridden patient care, caregiver workload reduction, and care automation. Develop and execute healthcare innovation projects by conducting experiments, data collection, and analysis for Proof of Concept (POC) and implementation for organisations in, but not limited to, the community care sector, and simulated environments within SIT and / or the Living Lab. Industry Collaboration Support collaborations with industry partners to understand problem statements and contribute to solution development. Assist in project scoping by gathering technical inputs and identifying relevant capabilities within the ecosystem (IHLs, research centres, industry partners). Participate in industry meetings, discussions, and project engagements. Project Execution & Support Assist Professional Officers, faculty and project leads in planning, coordinating and executing assigned project workstreams, including timeline tracking, documentation and follow-up on deliverables linked to the committed KPI areas: service volume, innovation initiatives, value capture, manpower training and ecosystem establishment. Generate technical reports, presentations, dashboards, project trackers, and documentation on the development, validation, deployment, and value capture of healthcare solutions and applications. Contribute to grant proposals and project submissions where required. Track project progress and maintain proper documentation of milestones, deliverables, risks/issues, partner inputs, funding status and measurable outcomes for assigned projects. Support the IaaS Center for Community and Allied Health Innovation in achieving team-level KPI outcomes through assigned analytics, documentation and project support tasks. Contribute to assigned analytics workstreams and projects, including data analytics projects and digital dashboard development for industry partners, hospitals, aged care homes, and non-profit organisations, encompassing proposal development, partner engagement, analytics scoping, and project documentation. Coordinate assigned workstreams within the team's innovation portfolio, supporting the delivery and deployment of new or improved products, processes, and services to healthcare and community organisations, while monitoring implementation, adoption, and analytics evidence to support value-capture documentation. Support training, demonstration, and workshop delivery for company employees and healthcare professionals, contributing to the team's capability-building and knowledge-transfer goals. Role-specific skill focus — Data Analytics and Digital Dashboards: clean, structure, analyse, visualise and report health/service data; develop dashboards, KPI trackers and management reports; support evidence for KPI and project-outcome reporting, including outreach to companies and/or healthcare providers; and translate data insights into practical recommendations for Professional Officers, faculty, project leads and healthcare partners. Job Requirements Bachelor's degree with 5+ years experience OR Master's degree with 2+ years experience in Nursing, Health Sciences, Biomedical Engineering, Clinical Research, or a related field or related disciplines with relevant experience in research, engineering, product development, or healthcare innovation related work. Strong knowledge and experience in clinical workflows, particularly in hospitals, nursing homes, home-based care, palliative care settings and other community care settings. Hands-on experience in clinical validation studies, including patient needs assessment and usability testing, is highly advantageous. Possess understanding of healthcare innovation concepts (e.g., commercialisation, care automation, health economics). Strong analytical skills and attention to detail. Excellent written and verbal communication skills. Resourceful, meticulous and problem-solving attitude. Experience supporting or coordinating industry or applied research projects, preferably involving healthcare, community care, aged care, allied health, digital health, clinical workflow optimisation or healthcare innovation solutions. Ability to document project outputs, implementation progress, stakeholder benefits and other measurable outcomes for assigned work. Experience supporting project proposals, funded projects or partner engagements will be advantageous. For this Data Analytics and Digital Dashboards role, relevant experience in data analytics, dashboard development, business intelligence, data visualisation, health/service data management, KPI tracking, data cleaning, statistical or operational reporting, or equivalent analytics tools and methods is required. All Research Fellow / Research Engineer must possess project-management skills and experience managing or coordinating projects/workstreams with good outcomes delivered, including scope, timeline, stakeholder coordination, risk/issue tracking and documentation. Key Competencies Possess understanding of healthcare challenges faced by industries locally and globally, particularly in the community and aged care sectors. Strong interpersonal and communication skills to communicate effectively with industry partners and stakeholders. Ability to work collaboratively in a cross-functional and multidisciplinary environment. Proactive approach to continuous learning and development in the healthcare innovation field. Proficient in technical writing and presentation. Possess good analytical and critical thinking skills. Shows good initiative and takes ownership of work undertaken. Project management skills, including planning and execution of healthcare innovation projects. Project-management discipline to support assigned workstreams, monitor timelines and dependencies, escalate risks, and complete agreed tasks that contribute to team targets. Outcome orientation, with ability to document project outputs, stakeholder benefits, implementation progress and individual contribution within a team-based delivery model. Capability in data analytics and dashboards, including data cleaning, data structuring, analysis, visualisation, dashboard development, KPI tracking and preparation of concise reports. Ability to coordinate stakeholders, monitor timelines and risks/issues, and deliver assigned project outcomes with clear documentation. Ability to work as part of a coordinated delivery team, with clear documentation of assigned analytics outputs and project outcomes toward the overall KPI commitments.
Salary
Competitive
Posted
27 May 2026
Trial Manager
University of Southampton
United Kingdom, Southampton
University of Southampton
United Kingdom, Southampton
Southampton Clinical Trials Unit Location: Hybrid – There is a requirement to work in the office at Southampton at least 60% of contracted hours. Salary: Level 4 Full Time - Fixed Term for 24 months (part time may be considered at 0.8 fte) The Southampton Clinical Trials Unit (CTU), based at Southampton General Hospital, manages a growing portfolio of multi-centre clinical trials that will directly influence routine clinical practice. Due to new grant awards we have a vacancy for a Trial Manager to join the existing team to develop and manage one or more trials. This is an exciting opportunity for someone with previous clinical trials experience to join a CTU which has full registration status from the UK Clinical Research Collaboration (UKCRC). The successful applicant will have significant experience of clinical trials in the NHS or the commercial health research sector. They will also have excellent organisation and communication skills, a good understanding and knowledge of GCP and clinical trial regulations. The employing organisation is the University of Southampton which offers a competitive salary, pension scheme and other benefits. The post is offered on a two year fixed term contract in the first instance with the possibility of an extension. This is advertised as a full time position, though part time may be considered (minimum 0.8 FTE). The CTU is part of a strong research environment in Southampton which includes the Cancer Research UK Clinical Centre, Experimental Cancer Medicine Centre, Wellcome Trust Clinical Research Facility and strong NHS R&D Management. For an informal discussion about this post please contact Kelly Cozens kc8@southampton.ac.uk The Faculty of Medicine holds an Athena SWAN Silver Award demonstrating commitment to equal opportunities and gender balance in the workplace. The Faculty recognises that applicants may seek flexible working patterns which will be considered as part of the recruitment process. For further information including key benefits designed to help maintain and support employees' well-being and work-life balance, please see our working with us website pages.
Salary
£36,636 to £44,746
Posted
27 May 2026