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Researcher - Machine Learning/Data analyst (BTI)
A*STAR - Agency for Science, Technology and Research
Full-time
Singapore, Singapore
Research Services
Posted:
March 02, 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
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 engineeri...
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Job Type:
Full-time
Location:
Singapore, Singapore
Posted:
March 02, 2026
Deadline:
April 11, 2026