Scientist, Bioinformatics, IHDP

1 week ago

Singapore A*STAR Research Full time

The A*STAR Institute for Human Development and Potential (A*STAR IHDP) focuses on research that aims to improve and impact the health and well-being of Singaporeans across the life course. Job Description We are seeking a data scientist with expertise in Statistics, Machine Learning, R and Python. The role involves developing and applying advanced machine learning techniques to integrate complex clinical, wearable, and population datasets, with a focus on building scalable and reproducible predictive models that can support early risk detection and policy-relevant insights. Job Responsibilities Developing and applying advanced machine learning and Bayesian methods to integrate complex clinical, wearable, and population datasets Experience with large public health data environment, cloud computing, trajectory modelling, causal inference, and clinical prediction modelling to generate data-driven pattern will be an advantage Building scalable and reproducible predictive models that can support early risk detection Develop risk scores in subsets of populations Able to follow strict timelines of intermediate outcomes of the project. Job Requirements A Ph.D. degree in Data Science, Mathematics, Statistics, Computer Science, Physics or related areas from a recognized university.Minimum 1 year of experience. Research expertise in machine learning, timeseries analysis, patterns in longitudinal smart wearables data, causal analysis, prediction models and risk analysis in clinical data would be an advantage. Advanced quantitative research skills. Proficiency with R, Python Experience in cloud and HPC environments Publication record in areas related to the above-specified research areas. Excellent written and spoken communication skills. Strong organizational skill and interpersonal skill. The above eligibility criteria are not exhaustive. A*STAR may include additional selection criteria based on its prevailing recruitment policies. These policies may be amended from time to time without notice. We regret that only shortlisted candidates will be notified. #J-18808-Ljbffr

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