Machine Learning Scientist
Hinxton, Essex, United Kingdom
Hybrid / WFH Options
Hybrid / WFH Options
NLP PEOPLE
level multi-omics and clinical data to provide insights into rare diseases. The models will utilize extensive public datasets of single-cell multiomics including transcriptomics from diverse disease conditions, and simulations from mechanistic models. This will be applied to the challenge of limited multi-omics data for rare disease, with … to rare disease datasets. Applying GenAI approaches to enhance data imputation, integration, and prediction capabilities. Integration of multi-omics datasets (single-cell and bulk transcriptomics, genomics, and clinical data). Collaborating with biocurators to curate and preprocess datasets for model training and validation. Ensuring robust model performance through testing and … on experience with multi-omics data integration and analysis. • Experience publishing in high-impact journals and presenting at international conferences. • Familiarity with single-cell transcriptomics, bulk omics data, and genomics. • Strong knowledge of FAIR principles and open data standards. • Experience with cloud computing platforms and high-performance computing environments. • Strong More ❯
Employment Type: Permanent
Salary: GBP Annual
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