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Postdoctoral Machine Learning Engineer/Data Analyst, BTI

A*STAR
Full-Time Singapore, Singapore Mathematical Science Occupations
Posted:
June 09, 2026
Location:
Singapore, Singapore, Singapore

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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    Job Overview

    Job Type: Full-Time
    Location: Singapore, Singapore
    Posted: June 09, 2026
    Deadline: July 19, 2026