Postdoctoral Research Scientist - AI for Bionanoscience
£40.3 - £46.4 per hourEstimated
Postdoctoral Research Scientist - AI for Bionanoscience Department of Physiology, Anatomy and Genetics, Kavli Institute for Nanoscience Discovery, Dorothy Crowfoot Hodgkin Building, South Parks Road, Oxford, OX1 3QU Contract & job type: Full-time, Fixed-term for 18 months About us: The Kavli Institute for Nanoscience Discovery Kavli Institute for Nanoscience Discovery (Kavli INsD), established in March 2021, brings together over 30 faculty and 450 researchers across disciplines to tackle global health challenges. By fostering interdisciplinary collaboration and providing cutting-edge facilities, it encourages innovation and shared discovery, and benefits from the close proximity of the scientific departments as well as advanced imaging and characterisation facilities and state-of-the-art-instrumentation. At the Department of Physiology Anatomy & Genetics (DPAG) we undertake discovery science where we reassemble physiological processes at the molecular, cellular, tissue and systems level of organisation. In so doing we provide a bridge to translational medicine, and interface between physical and life sciences. We are committed not only to innovative research and the highest standard of teaching, but also to creating an inclusive and supportive working environment. Overview of the role: We are seeking to appoint two Postdoctoral Research Scientists in AI for Bionanoscience to join Professor Dame Molly Stevens’s lab at the Kavli Institute for Nanoscience Discovery, University of Oxford. We are seeking creative, motivated and collaborative researchers to develop next-generation AI methods for scientific and biomedical discovery. The posts span two complementary research directions:
- AI for experimental science and multimodal scientific data analysis -- developing machine learning methods to support experimental design, interpretation and analysis of complex scientific datasets across biomaterials, biosensing, diagnostics and tissue engineering.
- AI for autonomous molecular and materials discovery -- developing predictive, generative and foundation- model-based AI methods for molecular optimisation, biomaterials engineering, protein and binder design, lipid nanoparticle formulation and materials discovery.
- Develop, adapt and apply machine learning and AI methods to scientific problems in biomaterials, molecular and materials discovery and data-driven experimental science.
- Build robust and reproducible computational workflows for multimodal scientific data analysis, model development and validation.
- Work closely with experimental and computational researchers to define tractable machine learning problems, analyse complex multimodal scientific datasets, and translate model outputs into scientifically meaningful insights.
- Develop or adapt machine learning methods including supervised, self-supervised, generative and active learning approaches for scientific applications.
- Hold, or be close to completing, a PhD/DPhil in either a computational discipline (e.g. machine learning, computer science, computational chemistry, applied mathematics, or data science), or a scientific discipline (e.g. biology, chemistry, materials science, biomedical science, or physics) with demonstrated expertise in computational research.
- Strong expertise in modern machine learning, statistical modelling, and scientific computing, including experience developing and evaluating computational models and reproducible workflows following appropriate data management practices.
- Strong programming skills, particularly in Python, and experience with relevant machine learning frameworks such as PyTorch, TensorFlow, JAX, or scikit-learn.
- Experience analysing complex scientific datasets in particular related to biomolecular design, materials discovery, chemical biology, formulation design, or related areas.
- Your wellbeing at work matters, so we offer a range of family friendly and financial benefits including:
- An excellent contributory pension scheme
- 38 days annual leave
- A comprehensive range of childcare services
- Family leave schemes
- Cycle and electric car loan schemes
- Employee Assistance Programme
- Membership to a variety of social and sports clubs
- Discounted bus travel and Season Ticket travel loans
- A CV including publications, relevant technical projects, and links to representative code repositories, preprints or other technical outputs (e.g. GitHub, GitLab or personal website), highlighting your contributions where appropriate.
- A 1-page statement describing your previous work, relevant experience, and future research interests in AI for scientific discovery and/or biomedical research.
- The contact details of two referees.
Vacancy posted 7 days ago
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