職務名稱：MRC Postdoctoral Research Scientist in Machine Learning
系所/單位名稱：Computational Cardiac Imaging Group
申請人資格：
We are seeking a talented scientist to develop innovative machine leaning approaches for understanding human health using cardiovascular imaging. These approaches integrate large datasets including health care records, genomics and imaging to prioritize novel therapeutic targets and identify mechanisms that modify risk of disease.
This is part of an interdisciplinary program of research at the MRC Laboratory of Medical Sciences (LMS) in the Computational Cardiac Imaging Group headed by Professor Declan O’Regan. The LMS is a world-class research laboratory where scientists and clinicians collaborate to advance the understanding of biology and its application to medicine. Funded by the MRC as part of UK Research and Innovation, the LMS has a collaborative working culture and new state-of-the-art building based in the heart of West London in the Hammersmith Hospital Campus. For more information, visit oreganlab.org.
The Computational Cardiac Imaging Group works at the intersection of clinical imaging, bioinformatics, computer vision and molecular cardiology to explore the mechanisms underlying heart function. The group uses machine learning to analyse cardiac motion for predicting patient outcomes, discovering potential therapeutic targets and identifying genetic risk factors. We use a flexible and inter-disciplinary approach to research that moves between individuals, populations and model organisms.
Applicants should have a track record of experience in machine learning, statistics and data science and will lead on developing models for precision medicine, genotype-phenotype association, and advanced prediction tasks. Knowledge of a wide range of statistical tools and clustering / prediction algorithms is required. Experience of using foundation models and generative AI would be an advantage. Specific experience of using UK biobank data and human imaging would be desirable. The applicant should have proven programming experience including Python and R as well as using HPC and GPU environments.
聘期：Full time, Fixed term for 3 years
薪資待遇：£41,344 plus London allowance £5,385 per annum
受理期間：2025年11月10日止 (We reserve the right to close this vacancy early before the closing date if enough applications are received.)
相關細節請參考網址：https://mrc.tal.net/vx/lang-en-GB/appcentre-1/candidate/postings/3041
