This industry PhD position is sponsored jointly with the National University of Singapore or Nanyang Technological University to develop novel deep learning algorithms for interpreting the human genome
Job Summary
This industry PhD position is sponsored jointly with the National University of Singapore or Nanyang Technological University to develop novel deep learning algorithms for interpreting the human genome.
The role involves classifying human genetic variants as benign versus pathogenic by integrating clinical phenotypes, functional genomics, and protein structure data.
Candidates will collaborate with an international team of AI researchers and bioinformaticians across the US, UK, and Singapore within Illumina's purpose-built facility in Woodlands.
Matching Summary
This industry PhD position is sponsored jointly with the National University of Singapore or Nanyang Technological University to develop novel deep learning algorithms for interpreting the human genome.
Salary
Competitive salary; Market-leading benefits package; Not specified
Skills & Requirements
Must-have
Expert in machine learning and statistics
Strong background in genomics
Experience with deep learning algorithms
Ability to present complex scientific ideas
Nice-to-have
High degree of initiative and autonomy
Willingness to work in fast-paced environment
Track record of successful project delivery
Collaborative mindset with multidisciplinary teams
Key Requirements
Bachelor's or Master's Degree in computer science, computational biology, bioinformatics, or related field