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Postdoctoral Machine Learning Engineer/Data Analyst, BTI

A*STAR · Singapore, Singapore, Singapore

Location
Singapore
Job Type
Full-Time
Posted
June 03, 2026

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. 


Key Responsibilities


Machine learning and data analytics

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

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

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

  • Perform feature engineering informed by bioprocess ...

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