Benue State University

Schemes of Service: Research Division: Engineering Employment Type: Fixed Term As a University of Applied Learning, the Singapore Institute of Technology (SIT) works closely with industry in its research pursuits. This position is situated within the SIT x NVIDIA AI Centre (SNAIC). This role is part of an industry innovation project with a large consumer goods company, where you will develop an evaluation framework for vision-language model (VLM) with applications in the personal care sector. The research focuses on fine-grained VLM capabilities such as spatial reasoning, temporal grounding, event tracking, and domain knowledge using a curated multimodal dataset. Key Responsibilities Manage the research project together with the Principal Investigator (PI) and industry partner to ensure all project deliverables are met Design and implement evaluation frameworks and metrics for vision-language models Develop annotated video datasets and capability-tagged evaluation tasks Build end-to-end evaluation pipelines and failure mode analysis tools to analyze VLM performance across reasoning dimensions Prepare technical reports, publications, and industry-facing deliverables Mentor student assistants Candidates are to communicate with any internal or external parties to ensure project deliverables are met. Any other ad-hoc duties as assigned by Supervisor. Requirements PhD in Computer Science or related field Expertise in computer vision and vision-language models Experience with ML evaluation metrics and benchmarking Proficiency in Python and deep learning frameworks (e.g., PyTorch) Interest in applied, industry-collaborative research

Classification: Academic Level B or C Salary package: $121,598 - $162,281 per annum plus 17% superannuation  Terms: Full time, Continuing Position Description and Selection Criteria: PD_PEWER_Academic Level B & C_Lecturer & Senior Lecturer in BIS.pdf Position overview  The Research School of Management in the ANU College of Business and Economics aims to create and share management knowledge that makes a difference to organisations and society. Eight academics with affiliations to our School are listed among the 2025 Standford/Elsevier Top 2% Scientists. To continue the current growth trajectory, we are seeking to appoint a Lecturer (Level B) or Senior Lecturer (Level C) in the field of Business Information Systems. The successful applicant will conduct research of international standing and actively contribute to undergraduate and postgraduate teaching in the School. They will have a strong work ethic, a practical approach, and be passionate about the quality of their work. The successful applicant will join a strong team of academics who publish in top international journals, hold external competitive grants, and receive recognitions for their sustained pursuit of educational excellence. The School and College provide an excellent research environment, including favourable teaching load and internal research support. Based in Canberra (Australia), the position is open to international applicants. The successful applicant will be offered relocation assistance as per ANU Policy. We have a strong equal opportunity culture. We encourage all applicants particularly, female, Aboriginal or Torres Strait Islander applicants. College Overview The Australian National University (ANU) is one of the world’s great universities, ranking 32nd in the 2026 QS World University Rankings. The Research School of Management sits within the ANU College of Business and Economics. The College educates the next generation of business leaders, professional economists and academics. Our graduates have the knowledge and skills to lead organisations, design public policy, and research the big issues of business and economy. Located in the national capital, we engage deeply with the business and policy communities. Our academics lead public debate on the critical issues of our time through their research, which is both long term and strategic in focus. Our internationally diverse student body is evenly divided between undergraduate and postgraduate study, and we have a large doctoral program. Our alumni are found in the world's leading companies, policy agencies and universities. We strongly believe that the way in which we operate is defined by our Values and Behaviours and encourage you to apply if you are looking for a workplace that encourages respect, collegiality and excellence. For more information about the position please contact Professor Sigi Goode at: sigi.goode@anu.edu.au and Professor Vinh Lu at: director.rsm@anu.edu.au. The University actively encourages applications from Aboriginal and Torres Strait Islander people. For more information on employment opportunities, contact our Indigenous Employment Consultant on indigenous.employment@anu.edu.au. ANU values diversity and inclusion and believes employment opportunities must not be limited by socio-economic background, race, religion or gender. For more information about staff equity at ANU, visit https://services.anu.edu.au/business-units/human-resources-division/equity-and-diversity  Application information In order to apply for this role, please make sure that you upload the following documents:  A statement (3 pages max) addressing each of the selection criteria A current curriculum vitae (CV) which includes 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 provide these online when prompted in the application form. Applications that do not address the selection criteria may not be considered for the position.  Please note: The successful candidate will be required to undergo a background check during the recruitment process. An offer of employment is conditional on satisfactory results. Closing date: 3 July 2026, 11.55PM (AEST)

Liverpool John Moores University (LJMU) is a distinctive, unique institution, rooted in the Liverpool City Region and with a global presence. Our students and staff, past, present, and future, are the beating heart of our city and can be found in every corner of every industry and community. We couldn’t exist anywhere else and have shaped the city in which we belong. Working with the people of Liverpool to improve lives and support communities is at the heart of why we were founded and why we exist today. The School of Law and Justice Studies at LJMU has a long tradition of marrying academic excellence and practical legal study. The School has a large suite of LLB, LLM, LPC and SQE programmes. The LLB has been adapted to include elements of preparation towards new routes to qualification under the new Solicitors Qualifying Examination. The Legal Advice Centre in the School has been embedded into the undergraduate and postgraduate curriculum to provide valuable experience and skills development for our undergraduate and postgraduate students. The School is the home to the Centre for the Study of Law in Theory and Practice (LTAP). Whilst embracing a wide range of research interests the Centre has particular strengths in Public International Law and Human Rights, European Law, International Criminal Law, Banking Regulation and Finance Law. The School submitted successfully to the REF 2014 and 2021. As Lecturer or Teaching Fellow in Law, you will be responsible for working with students on our undergraduate and/or postgraduate law programmes. You will be required to contribute to teaching on core Public Law modules, as well as other UG core LLB Law modules and other optional modules across our UG and PG provision as required. Informal enquiries may be made to the Subject Leader in Law, Beverley Caddick-Kala, email B.S.Kala@ljmu.ac.uk. In return, we offer an excellent benefits package including generous annual leave entitlement, pension scheme, induction and development support as well as family-friendly policies. This is an exciting time to join the university as we deliver the LJMU Strategy 2030 and its vision of LJMU as an inclusive civic university transforming lives and futures, by placing students at the heart of everything we do. If you feel that this is the role you have been looking for and your skills and experience can make a real difference at LJMU, we look forward to hearing from you. LJMU values diversity and provides a supportive and inclusive environment where everyone can fulfil their potential. Please note all of our vacancies will be closed to applications at midnight on the advertised closing date, unless otherwise stated.