Digital Analytics Expert

1 month ago


Singapore NTU (Nanyang Technology University- MainOffice-HR) Full time

NTU (Nanyang Technology University- MainOffice-HR) invites applications for a Research Fellow position.

Job Summary

We are seeking an exceptional researcher to join our Institute for Digital Molecular Analytics and Science (IDMxS). The successful candidate will work on developing robust classification and decision-making algorithms for diagnostics and sensing employing concepts from statistical detection and estimation theory. Additionally, they will investigate cooperative effects, multimodal data fusion, and leveraging of signal correlations for improved accuracy/sensitivity and quantify information gains obtainable through such strategies.

Key Responsibilities
  • Develop mathematical models to study the underlying statistical properties of digital assays and quantify mutual information content of sensing/assay derived signals in relation to analyte concentration/biological activity/disease progression.
  • Design and implement robust classification and decision-making algorithms for diagnostics and sensing using concepts from statistical detection and estimation theory.
  • Investigate the effects of noise in digital molecular assay systems and its consequences on diagnostic accuracy and precision.
Requirements
  • PhD Degree in Mathematics/Computer Science/Physics/Engineering or related disciplines.
  • Programming Experience: Proficient knowledge of Python, MATLAB, or C.
  • Excellent knowledge in information theory and classification, decision, and estimation theory.
  • Experience in optics and image processing is preferred.
  • Good writing and communication skills.
  • Able to work well in a team and individually.
What We Offer
  • An estimated salary of SGD 80,000 - SGD 100,000 per annum, depending on qualifications and experience.
  • The opportunity to work with a world-class research institution and collaborate with international experts in the field.
  • A dynamic and supportive work environment that fosters professional growth and development.


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