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Researcher - Machine Learning/Data analyst (BTI)

๐Ÿข
A*STAR
๐Ÿ“ Singapore, Singapore
๐Ÿ“
Location Singapore
๐Ÿ“…
Posted June 07, 2026
๐Ÿš—
Commute Local Area
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Job Description

We are seeking a Machine Learning Scientist/Engineer to develop and deploy data-driven models that improve biomanufacturing processes for recombinant proteins, mRNA, cell and gene therapies. The role focuses on applying ML to upstream and downstream process data, analytical datasets, and manufacturing systems to enhance yield, quality, robustness, and process understanding of therapeutics.ย 


Key Responsibilities


Machine learning and data analytics

  • Develop ML models forย process optimisation, prediction, and control, including yield, CQAs, aggregation, glycosylation, and impurity profiles.

  • Applyย supervised, unsupervised, and multivariate methodsย (e.g. neural networks, regression, classification, clustering, PCA/PLS, Bayesian models).

  • Integrateย omics, analytical (LC-MS, spectroscopy), and process dataย into unified modelling frameworks.

  • Perform feature engineering informed byย bioprocess ...
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    ๐Ÿ“ Location Details

    ๐ŸŒ†
    City
    Singapore
    ๐Ÿ—บ๏ธ
    Country
    Singapore
    ๐Ÿš—
    Commute
    Local Area

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