University of Glasgow
Job title:
Research Associate
Company
University of Glasgow
Job description
Job PurposeTo make a leading contribution to a project DEAL – DEcentrAlised Learning for automated image analysis and biodiversity monitoring working with Dr Nicolas Pugeault and partners at the Plymouth Marine Laboratory and internationally. The successful candidate will work in an international consortium of biological scientists and machine learning experts to develop a federated learning infrastructure for the classification and analysis of Plankton and Benthic images collected by autonomous underwater platforms. The successful candidate will also be expected to contribute to the formulation and submission of research publications and research proposals as well as help manage and direct this complex and challenging project as opportunities allow.Main Duties and Responsibilities1. Take a leading role in the planning and conduct of assigned research individually or jointly in accordance with the project deliverables and project/group/School/College research strategy.2. Document research output including analysis and interpretation of all data, maintaining records and databases, drafting technical/progress reports and papers as appropriate.3. Establish and maintain your research profile and reputation and that of The University of Glasgow/ School/ Research Group, including establishing and sustaining a track record of independent and joint publications of international quality in high profile/quality refereed journals, enhancing the research impact in terms of economic/societal benefit, and gathering indicators of esteem.4. Survey the research literature and environment, understand the research challenges associated with the project & subject area, & develop/implement a suitable research strategy.5. Presentation of work at international and national conferences, at internal and external seminars, colloquia and workshops to develop and enhance our research profile.6. Take a leading role in the identification of potential funding sources and to assist in the development of proposals to secure funding from internal and external bodies to support future research.7. Take a leading role in developing and maintaining collaborations with colleagues across the research group/School/College/University and wider community (e.g. Academic and Industrial Partners).8. Take a leading role in team/group meetings/seminars/workshops and School research group activities to enhance the wider knowledge, outputs and culture of the School/College.9. Take the lead in the organisation, supervision, mentoring and training of undergraduate and/or postgraduate students and less experienced members of the project team to ensure their effective development.10. Perform administrative tasks related to the activities of the research group and School, including Budgets/Expenditure.11. Make a leading contribution to Teaching activities (e.g. demonstrating etc) and associated admin as assigned by the Head of School and in consultation with Principal Investigator.12. Keep up to date with current knowledge and recent advances in the field/discipline.13. Engage in personal, professional and career development, to enhance both specialist and transferable skills in accordance with desired career trajectory.14. Undertake any other reasonable duties as required by the Head of School/Director of Research Institute.15. Contribute to the enhancement of the University’s international profile in line with the University’s Strategic Plan, World Changers Together.Knowledge/QualificationsEssential :A1. Normally Scottish Credit and Qualification Framework level 12 (PhD) or alternatively possess the equivalent in professional qualifications and experience, with experience of personal development in a similar or related role(s)SkillsEssential:C1 A comprehensive and up-to-date knowledge of current issues and future directions within the wider subject area or subject specialismC2 The applicant needs to have proven expertise in Deep Learning, AI, Machine Learning and Computer vision, in particular involving Unsupervised Representation learning, Autoencoders, self-supervised learning, Federated Learning, image classification and/or imbalanced problems. Additionally, prior experience with biological images would be valuable.C3 Sufficient depth of relevant research experience, normally including sufficient postdoctoral experience in a related field, appropriate to an early career researcherExperienceEssential:E1 Proven ability to deliver quality outputs in a timely and efficient mannerE2 A track record of presentation and publication of research results in quality journals/conferences (eg, NeurIPS, ICCV, CVPR, ICLR)E3 Experience of making a leading contribution in academic activitiesE4 Ability to demonstrate a degree of independence as illustrated by identification of project objectives from assessment of the literature, design & analysis of experiments & drafting of papers.E5 Experience in undertaking independent researchFor informal enquiries or further information about the project, please contact Dr Nicolas Pugeault ([email protected])Terms and ConditionsSalary will be Grade 7, £40,247 – £45,163 per annum.This post is full time, and has funding for up to 12 months from start dateAs part of Team UofG you will be a member of a world changing, inclusive community, which values ambition, excellence, integrity and curiosity.As a valued member of our team, you can expect:1 A warm welcoming and engaging organisational culture, where your talents are developed and nurtured, and success is celebrated and shared.2 An excellent employment package with generous terms and conditions including 41 days of leave for full time staff, pension – pensions handbook https://www.gla.ac.uk/myglasgow/payandpensions/pensions/, benefits and discount packages.3 A flexible approach to working.4 A commitment to support your health and wellbeing, including a free 6-month UofG Sport membership for all new staff joining the University https://www.gla.ac.uk/myglasgow/staff/healthwellbeing/.We believe that we can only reach our full potential through the talents of all. Equality, diversity and inclusion are at the heart of our values. Applications are particularly welcome from across our communities and in particular people from the Black, Asian and Minority Ethnic (BAME) community, and other protected characteristics who are under-represented within the University. Read more on how the University promotes and embeds all aspects of equality and diversity within our community https://www.gla.ac.uk/myglasgow/humanresources/equalitydiversity/.We endorse the principles of Athena Swan https://www.gla.ac.uk/myglasgow/humanresources/equalitydiversity/athenaswan/ and hold bronze, silver and gold awards across the University.We are investing in our organisation, and we will invest in you too. Please visit our website https://www.gla.ac.uk/explore/jobs/ for more information.Vacancy Ref : 158191 Close Date : 12-Dec-2024 23:45
Expected salary
£40247 – 45163 per year
Location
Glasgow
Job date
Mon, 18 Nov 2024 23:07:37 GMT
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