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Postdoctoral Machine Learning Engineer/Data Analyst, BTI

A*STAR - Agency for Science, Technology and Research
Location 📍 singapore, Singapore
Posted 📅 June 01, 2026
Work Type ⏰ Full-time

Position Overview

Job Summary

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 Qualifications

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.
  • Per...

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Job Details

Employment Type
Full-time
📊
Category
Electrical & Energy Engineering
🏠
Work Arrangement
On-site
📍
Location
singapore, Singapore