Job Description
The Pitt Lab is a leading computational research group at the Cancer Science Institute of Singapore dedicated to making groundbreaking discoveries in cancer genomics using cutting-edge machine learning techniques. Our research focuses on the causes and consequences of genome instability. We explore this by combining software development and AI/ML over large-scale multi-omics data derived from cancer patients and experimental systems. Our goal is to leverage heterogeneous data to reveal unique insights relevant to fundamental biology and precision oncology.
As a Research Assistant with an emphasis on machine learning, you will play a critical role in our research endeavors.
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Developing and implementing machine learning algorithms for analyzing large-scale cancer genomics data
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Designing and conducting computational experiments to evaluate the performance of machine learning models
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Collaborating with other researchers to interpret results and translate findings into clinical applications
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Writing and presenting research findings at scientific conferences and in peer-reviewed journals
You may refer to https://csi.nus.edu.sg/researcher/jason-pitt/ for more information on Dr Pitt’s research.
Qualifications
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Master's degree in Computer Science, Statistics, Bioinformatics, or a related field
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Strong programming skills in Python, R, or other relevant languages
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Strong mathematical and/or statistical background
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Some experience with machine learning libraries and frameworks (e.g., TensorFlow, PyTorch, scikit-learn)
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Excellent analytical and problem-solving skills
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Good written and communication skills
Application
Interested applicants should include the following documents in the job application
Curriculum Vitae (CV)
Summary of past research experience
At least 2 referees including their name, contact information (email) and relationship to applicant
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